diff --git a/.devcontainer/demo/devcontainer.json b/.devcontainer/demo/devcontainer.json
index 1febd3cf5..0fb998b81 100644
--- a/.devcontainer/demo/devcontainer.json
+++ b/.devcontainer/demo/devcontainer.json
@@ -1,32 +1,33 @@
 // For format details, see https://aka.ms/devcontainer.json. For config options, see the
 // README at: https://github.com/devcontainers/templates/tree/main/src/universal
 {
-	"name": "LangChain Demo Container",
-	// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
-	"image": "mcr.microsoft.com/devcontainers/python:3.10",
-	"features": {
-		"ghcr.io/devcontainers/features/aws-cli:1": {},
-		"ghcr.io/devcontainers/features/docker-in-docker": {},
-		"ghcr.io/devcontainers/features/node": {}
-	},
-	"customizations": {
-		"vscode": {
-			"extensions": [
-				"actboy168.tasks",
-				"GitHub.copilot",
-				"ms-python.python",
-				"eamodio.gitlens"
-			]
-		}
-	},
-	// Features to add to the dev container. More info: https://containers.dev/features.
-	// "features": {},
-	// Use 'forwardPorts' to make a list of ports inside the container available locally.
-	// "forwardPorts": [],
-	// Use 'postCreateCommand' to run commands after the container is created.
-	"postCreateCommand": "pipx install 'langflow>=0.0.33' && langflow --host 0.0.0.0"
-	// Configure tool-specific properties.
-	// "customizations": {},
-	// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
-	// "remoteUser": "root"
-}
\ No newline at end of file
+  "name": "Langflow Demo Container",
+  // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
+  "image": "mcr.microsoft.com/devcontainers/python:3.10",
+  "features": {
+    "ghcr.io/devcontainers/features/aws-cli:1": {},
+    "ghcr.io/devcontainers/features/docker-in-docker": {},
+    "ghcr.io/devcontainers/features/node": {}
+  },
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "actboy168.tasks",
+        "GitHub.copilot",
+        "ms-python.python",
+        "eamodio.gitlens",
+        "GitHub.vscode-pull-request-github"
+      ]
+    }
+  },
+  // Features to add to the dev container. More info: https://containers.dev/features.
+  // "features": {},
+  // Use 'forwardPorts' to make a list of ports inside the container available locally.
+  // "forwardPorts": [],
+  // Use 'postCreateCommand' to run commands after the container is created.
+  "postCreateCommand": "pipx install 'langflow>=0.0.33' && langflow --host 0.0.0.0"
+  // Configure tool-specific properties.
+  // "customizations": {},
+  // Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
+  // "remoteUser": "root"
+}
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 282ff4ad3..90966fb38 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -1,35 +1,41 @@
 // For format details, see https://aka.ms/devcontainer.json. For config options, see the
 // README at: https://github.com/devcontainers/templates/tree/main/src/universal
 {
-	"name": "LangChain Dev Container",
-	// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
-	"image": "mcr.microsoft.com/devcontainers/universal:2-linux",
-	"features": {
-		"ghcr.io/devcontainers/features/aws-cli:1": {},
-		"ghcr.io/devcontainers/features/docker-in-docker": {}
-	},
-	"customizations": {
-		"vscode": {"extensions": [
-				"actboy168.tasks",
-				"GitHub.copilot",
-				"ms-python.python",
-				"sourcery.sourcery",
-				"eamodio.gitlens"
-			]}
-	},
+  "name": "Langflow Dev Container",
+  // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
+  "image": "mcr.microsoft.com/devcontainers/python:1-3.10-bullseye",
 
-	// Features to add to the dev container. More info: https://containers.dev/features.
-	// "features": {},
+  // Features to add to the dev container. More info: https://containers.dev/features.
+  "features": {
+    "ghcr.io/devcontainers/features/node": {},
+    "ghcr.io/devcontainers-contrib/features/poetry": {}
+  },
 
-	// Use 'forwardPorts' to make a list of ports inside the container available locally.
-	// "forwardPorts": [],
+  // Use 'forwardPorts' to make a list of ports inside the container available locally.
+  // "forwardPorts": [],
 
-	// Use 'postCreateCommand' to run commands after the container is created.
-	"postCreateCommand": "poetry install"
+  // Use 'postCreateCommand' to run commands after the container is created.
+  "postCreateCommand": "make install_frontend && make install_backend",
 
-	// Configure tool-specific properties.
-	// "customizations": {},
+  "containerEnv": {
+    "POETRY_VIRTUALENVS_IN_PROJECT": "true"
+  },
 
-	// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
-	// "remoteUser": "root"
+  // Configure tool-specific properties.
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "actboy168.tasks",
+        "GitHub.copilot",
+        "ms-python.python",
+        "sourcery.sourcery",
+        "eamodio.gitlens",
+        "ms-vscode.makefile-tools",
+        "GitHub.vscode-pull-request-github"
+      ]
+    }
+  }
+
+  // Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
+  // "remoteUser": "root"
 }
diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 000000000..0cafc1cde
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1 @@
+.venv/
\ No newline at end of file
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 000000000..4b878819c
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,34 @@
+# Set the default behavior, in case people don't have core.autocrlf set.
+* text eol=lf
+
+# Explicitly declare text files you want to always be normalized and converted
+# to native line endings on checkout.
+*.c text
+*.h text
+*.py text
+*.js text
+*.jsx text
+*.ts text
+*.tsx text
+*.md text
+*.mdx text
+*.yml text
+*.yaml text
+*.xml text
+*.csv text
+*.json text
+*.sh text
+*.Dockerfile text
+Dockerfile text
+
+# Declare files that will always have CRLF line endings on checkout.
+*.sln text eol=crlf
+
+# Denote all files that are truly binary and should not be modified.
+*.png binary
+*.jpg binary
+*.ico binary
+*.gif binary
+*.mp4 binary
+*.svg binary
+*.csv binary
diff --git a/.github/workflows/pre-release.yml b/.github/workflows/pre-release.yml
index 1b46e48b8..a013f686a 100644
--- a/.github/workflows/pre-release.yml
+++ b/.github/workflows/pre-release.yml
@@ -14,9 +14,7 @@ env:
 
 jobs:
   if_release:
-    if: |
-      ${{ github.event.pull_request.merged == true }}
-      && ${{ contains(github.event.pull_request.labels.*.name, 'pre-release') }}
+    if: ${{ (github.event.pull_request.merged == true) && contains(github.event.pull_request.labels.*.name, 'pre-release') }}
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
@@ -40,6 +38,7 @@ jobs:
           token: ${{ secrets.GITHUB_TOKEN }}
           draft: false
           generateReleaseNotes: true
+          prerelease: true
           tag: v${{ steps.check-version.outputs.version }}
           commit: main
       - name: Publish to PyPI
diff --git a/.gitignore b/.gitignore
index 3b6cfebbf..156f44394 100644
--- a/.gitignore
+++ b/.gitignore
@@ -253,3 +253,4 @@ langflow.db
 .docusaurus/
 
 /tmp/*
+src/backend/langflow/frontend/
diff --git a/.vscode/launch.json b/.vscode/launch.json
index e09e76cc8..bb61b0b9e 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -1,4 +1,5 @@
 {
+  "version": "0.2.0",
   "configurations": [
     {
       "name": "Debug Backend",
@@ -38,6 +39,15 @@
       "request": "launch",
       "url": "http://localhost:3000/",
       "webRoot": "${workspaceRoot}/src/frontend"
+    },
+    {
+      "name": "Python: Debug Tests",
+      "type": "python",
+      "request": "launch",
+      "program": "${file}",
+      "purpose": ["debug-test"],
+      "console": "integratedTerminal",
+      "justMyCode": false
     }
   ]
 }
diff --git a/.vscode/tasks.json b/.vscode/tasks.json
new file mode 100644
index 000000000..25b480b27
--- /dev/null
+++ b/.vscode/tasks.json
@@ -0,0 +1,48 @@
+{
+  // See https://go.microsoft.com/fwlink/?LinkId=733558
+  // for the documentation about the tasks.json format
+  "version": "2.0.0",
+  "tasks": [
+    {
+      "label": "Init",
+      "type": "shell",
+      "command": "make init"
+    },
+    // make backend
+    {
+      "label": "Backend",
+      "type": "shell",
+      "command": "make backend"
+    },
+    // make frontend
+    {
+      "label": "Frontend",
+      "type": "shell",
+      "command": "make frontend"
+    },
+    // make test
+    {
+      "label": "Test",
+      "type": "shell",
+      "command": "make tests"
+    },
+    // make lint
+    {
+      "label": "Lint",
+      "type": "shell",
+      "command": "make lint"
+    },
+    // make format
+    {
+      "label": "Format",
+      "type": "shell",
+      "command": "make format"
+    },
+    // make install
+    {
+      "label": "Install",
+      "type": "shell",
+      "command": "make install_backend && make install_frontend"
+    }
+  ]
+}
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index da7ec1977..c58bb92f1 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -7,6 +7,11 @@ to contributions, whether it be in the form of a new feature, improved infra, or
 To contribute to this project, please follow a ["fork and pull request"](https://docs.github.com/en/get-started/quickstart/contributing-to-projects) workflow.
 Please do not try to push directly to this repo unless you are a maintainer.
 
+The branch structure is as follows:
+
+- `main`: The stable version of Langflow
+- `dev`: The development version of Langflow. This branch is used to test new features before they are merged into `main` and, as such, may be unstable.
+
 ## 🗺️Contributing Guidelines
 
 ## 🚩GitHub Issues
diff --git a/Makefile b/Makefile
index ff540da0d..7dc0e7254 100644
--- a/Makefile
+++ b/Makefile
@@ -19,7 +19,7 @@ coverage:
 		--cov-report term-missing:skip-covered
 
 tests:
-	poetry run pytest tests
+	poetry run pytest tests -n auto
 
 format:
 	poetry run black .
@@ -27,20 +27,38 @@ format:
 	cd src/frontend && npm run format
 
 lint:
-	poetry run mypy .
+	poetry run mypy src/backend/langflow
 	poetry run black . --check
 	poetry run ruff . --fix
 
 install_frontend:
 	cd src/frontend && npm install
 
+install_frontendc:
+	cd src/frontend && rm -rf node_modules package-lock.json && npm install
+
 run_frontend:
 	cd src/frontend && npm start
 
+run_cli:
+	poetry run langflow run --path src/frontend/build
+
+run_cli_debug:
+	poetry run langflow run --path src/frontend/build --log-level debug
+
+setup_devcontainer:
+	make init
+	make build_frontend
+	poetry run langflow --path src/frontend/build
+
 frontend:
 	make install_frontend
 	make run_frontend
 
+frontendc:
+	make install_frontendc
+	make run_frontend
+
 install_backend:
 	poetry install
 
@@ -51,7 +69,7 @@ backend:
 build_and_run:
 	echo 'Removing dist folder'
 	rm -rf dist
-	make build && poetry run pip install dist/*.tar.gz && poetry run langflow
+	make build && poetry run pip install dist/*.tar.gz && poetry run langflow run
 
 build_and_install:
 	echo 'Removing dist folder'
diff --git a/README.md b/README.md
index 3d795015d..0f0113bac 100644
--- a/README.md
+++ b/README.md
@@ -245,7 +245,7 @@ print(run_flow("Your message", flow_id=FLOW_ID, tweaks=TWEAKS))
 
 ## Deploy on Railway
 
-[![Deploy on Railway](https://railway.app/button.svg)](https://railway.app/template/Emy2sU?referralCode=MnPSdg)
+[![Deploy on Railway](https://railway.app/button.svg)](https://railway.app/template/JMXEWp?referralCode=MnPSdg)
 
 ## Deploy on Render
 
@@ -275,6 +275,8 @@ flow("Hey, have you heard of Langflow?")
 
 We welcome contributions from developers of all levels to our open-source project on GitHub. If you'd like to contribute, please check our [contributing guidelines](./CONTRIBUTING.md) and help make Langflow more accessible.
 
+---
+
 Join our [Discord](https://discord.com/invite/EqksyE2EX9) server to ask questions, make suggestions and showcase your projects! 🦾
 
 <p>
diff --git a/dev.Dockerfile b/dev.Dockerfile
index 3fcc0803d..ed3631516 100644
--- a/dev.Dockerfile
+++ b/dev.Dockerfile
@@ -15,4 +15,4 @@ COPY ./ ./
 # Install dependencies
 RUN poetry config virtualenvs.create false && poetry install --no-interaction --no-ansi
 
-CMD ["uvicorn","--factory", "langflow.main:create_app", "--host", "0.0.0.0", "--port", "5003", "--reload", "log-level", "debug"]
\ No newline at end of file
+CMD ["uvicorn", "--factory", "src.backend.langflow.main:create_app", "--host", "0.0.0.0", "--port", "7860", "--reload", "--log-level", "debug"]
diff --git a/docker-compose.debug.yml b/docker-compose.debug.yml
index 25cddd9f7..c73ff2a60 100644
--- a/docker-compose.debug.yml
+++ b/docker-compose.debug.yml
@@ -1,33 +1,33 @@
-version: "3.4"
-
-services:
-  backend:
-    volumes:
-      - ./:/app
-    build:
-      context: ./
-      dockerfile: ./dev.Dockerfile
-    command:
-      [
-        "sh",
-        "-c",
-        "pip install debugpy -t /tmp && python /tmp/debugpy --wait-for-client --listen 0.0.0.0:5678 -m uvicorn --factory langflow.main:create_app --host 0.0.0.0 --port 7860 --reload",
-      ]
-    ports:
-      - 7860:7860
-      - 5678:5678
-    restart: on-failure
-
-  frontend:
-    build:
-      context: ./src/frontend
-      dockerfile: ./dev.Dockerfile
-      args:
-        - BACKEND_URL=http://backend:7860
-    ports:
-      - "3000:3000"
-    volumes:
-      - ./src/frontend/public:/home/node/app/public
-      - ./src/frontend/src:/home/node/app/src
-      - ./src/frontend/package.json:/home/node/app/package.json
-    restart: on-failure
+version: "3.4"
+
+services:
+  backend:
+    volumes:
+      - ./:/app
+    build:
+      context: ./
+      dockerfile: ./dev.Dockerfile
+    command:
+      [
+        "sh",
+        "-c",
+        "pip install debugpy -t /tmp && python /tmp/debugpy --wait-for-client --listen 0.0.0.0:5678 -m uvicorn --factory src.backend.langflow.main:create_app --host 0.0.0.0 --port 7860 --reload",
+      ]
+    ports:
+      - 7860:7860
+      - 5678:5678
+    restart: on-failure
+
+  frontend:
+    build:
+      context: ./src/frontend
+      dockerfile: ./dev.Dockerfile
+      args:
+        - BACKEND_URL=http://backend:7860
+    ports:
+      - "3000:3000"
+    volumes:
+      - ./src/frontend/public:/home/node/app/public
+      - ./src/frontend/src:/home/node/app/src
+      - ./src/frontend/package.json:/home/node/app/package.json
+    restart: on-failure
diff --git a/docker-compose.yml b/docker-compose.yml
index 961cd0e33..13d39e1f3 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -9,7 +9,7 @@ services:
       - "7860:7860"
     volumes:
       - ./:/app
-    command: bash -c "uvicorn --factory langflow.main:create_app --host 0.0.0.0 --port 7860 --reload"
+    command: bash -c "uvicorn --factory src.backend.langflow.main:create_app --host 0.0.0.0 --port 7860 --reload"
 
   frontend:
     build:
diff --git a/docker_example/README.md b/docker_example/README.md
new file mode 100644
index 000000000..9e72dc645
--- /dev/null
+++ b/docker_example/README.md
@@ -0,0 +1,9 @@
+# LangFlow Docker Running
+
+```sh
+git clone git@github.com:logspace-ai/langflow.git
+cd langflow/docker_example
+docker compose up
+```
+
+The web UI will be accessible on port [7860](http://localhost:7860/)
\ No newline at end of file
diff --git a/docs/docs/components/custom.mdx b/docs/docs/components/custom.mdx
index ffa747c1b..90282a73e 100644
--- a/docs/docs/components/custom.mdx
+++ b/docs/docs/components/custom.mdx
@@ -33,6 +33,7 @@ The CustomComponent class serves as the foundation for creating custom component
   | Supported Types                                           |
   | --------------------------------------------------------- |
   | _`str`_, _`int`_, _`float`_, _`bool`_, _`list`_, _`dict`_ |
+  | _`langflow.field_typing.NestedDict`_                      |
   | _`langchain.chains.base.Chain`_                           |
   | _`langchain.PromptTemplate`_                              |
   | _`langchain.llms.base.BaseLLM`_                           |
@@ -44,6 +45,8 @@ The CustomComponent class serves as the foundation for creating custom component
   | _`langchain.embeddings.base.Embeddings`_                  |
   | _`langchain.schema.BaseRetriever`_                        |
 
+  The difference between _`dict`_ and _`langflow.field_typing.NestedDict`_ is that one adds a simple key-value pair field, while the other opens a more robust dictionary editor.
+
   <Admonition type="info">
     Unlike Langchain types, base Python types do not add a
     [handle](../guidelines/components) to the field by default. To add handles,
diff --git a/docs/docs/components/embeddings.mdx b/docs/docs/components/embeddings.mdx
index 644d91fee..5b134f08d 100644
--- a/docs/docs/components/embeddings.mdx
+++ b/docs/docs/components/embeddings.mdx
@@ -73,3 +73,25 @@ Used to load [OpenAI’s](https://openai.com/) embedding models.
 - **request_timeout:** Used to specify the maximum amount of time, in milliseconds, to wait for a response from the OpenAI API when generating embeddings for a given text.
 
 - **tiktoken_model_name:** Used to count the number of tokens in documents to constrain them to be under a certain limit. By default, when set to None, this will be the same as the embedding model name.
+
+---
+
+### VertexAIEmbeddings
+
+Wrapper around [Google Vertex AI](https://cloud.google.com/vertex-ai) [Embeddings API](https://cloud.google.com/vertex-ai/docs/generative-ai/embeddings/get-text-embeddings).
+
+:::info
+Vertex AI is a cloud computing platform offered by Google Cloud Platform (GCP). It provides access, management, and development of applications and services through global data centers. To use Vertex AI PaLM, you need to have the [google-cloud-aiplatform](https://pypi.org/project/google-cloud-aiplatform/) Python package installed and credentials configured for your environment.
+:::
+
+- **credentials:** The default custom credentials (google.auth.credentials.Credentials) to use.
+- **location:** The default location to use when making API calls – defaults to `us-central1`.
+- **max_output_tokens:** Token limit determines the maximum amount of text output from one prompt – defaults to `128`.
+- **model_name:** The name of the Vertex AI large language model – defaults to `text-bison`.
+- **project:** The default GCP project to use when making Vertex API calls.
+- **request_parallelism:** The amount of parallelism allowed for requests issued to VertexAI models – defaults to `5`.
+- **temperature:** Tunes the degree of randomness in text generations. Should be a non-negative value – defaults to `0`.
+- **top_k:** How the model selects tokens for output, the next token is selected from – defaults to `40`.
+- **top_p:** Tokens are selected from most probable to least until the sum of their – defaults to `0.95`.
+- **tuned_model_name:** The name of a tuned model. If provided, model_name is ignored.
+- **verbose:** This parameter is used to control the level of detail in the output of the chain. When set to True, it will print out some internal states of the chain while it is being run, which can help debug and understand the chain's behavior. If set to False, it will suppress the verbose output – defaults to `False`.
\ No newline at end of file
diff --git a/docs/docs/components/llms.mdx b/docs/docs/components/llms.mdx
index ccca8fdd4..088556d2f 100644
--- a/docs/docs/components/llms.mdx
+++ b/docs/docs/components/llms.mdx
@@ -185,6 +185,28 @@ Wrapper around [Google Vertex AI](https://cloud.google.com/vertex-ai) large lang
 Vertex AI is a cloud computing platform offered by Google Cloud Platform (GCP). It provides access, management, and development of applications and services through global data centers. To use Vertex AI PaLM, you need to have the [google-cloud-aiplatform](https://pypi.org/project/google-cloud-aiplatform/) Python package installed and credentials configured for your environment.
 :::
 
+- **credentials:** The default custom credentials (google.auth.credentials.Credentials) to use.
+- **location:** The default location to use when making API calls – defaults to `us-central1`.
+- **max_output_tokens:** Token limit determines the maximum amount of text output from one prompt – defaults to `128`.
+- **model_name:** The name of the Vertex AI large language model – defaults to `text-bison`.
+- **project:** The default GCP project to use when making Vertex API calls.
+- **request_parallelism:** The amount of parallelism allowed for requests issued to VertexAI models – defaults to `5`.
+- **temperature:** Tunes the degree of randomness in text generations. Should be a non-negative value – defaults to `0`.
+- **top_k:** How the model selects tokens for output, the next token is selected from – defaults to `40`.
+- **top_p:** Tokens are selected from most probable to least until the sum of their – defaults to `0.95`.
+- **tuned_model_name:** The name of a tuned model. If provided, model_name is ignored.
+- **verbose:** This parameter is used to control the level of detail in the output of the chain. When set to True, it will print out some internal states of the chain while it is being run, which can help debug and understand the chain's behavior. If set to False, it will suppress the verbose output – defaults to `False`.
+
+---
+
+### ChatVertexAI
+
+Wrapper around [Google Vertex AI](https://cloud.google.com/vertex-ai) large language models.
+
+:::info
+Vertex AI is a cloud computing platform offered by Google Cloud Platform (GCP). It provides access, management, and development of applications and services through global data centers. To use Vertex AI PaLM, you need to have the [google-cloud-aiplatform](https://pypi.org/project/google-cloud-aiplatform/) Python package installed and credentials configured for your environment.
+:::
+
 - **credentials:** The default custom credentials (google.auth.credentials.Credentials) to use.
 - **location:** The default location to use when making API calls – defaults to `us-central1`.
 - **max_output_tokens:** Token limit determines the maximum amount of text output from one prompt – defaults to `128`.
diff --git a/docs/docs/components/text-splitters.mdx b/docs/docs/components/text-splitters.mdx
index 6c91cc1a0..c6efe4553 100644
--- a/docs/docs/components/text-splitters.mdx
+++ b/docs/docs/components/text-splitters.mdx
@@ -1,11 +1,13 @@
-import Admonition from '@theme/Admonition';
+import Admonition from "@theme/Admonition";
 
 # Text Splitters
 
 <Admonition type="caution" icon="🚧" title="ZONE UNDER CONSTRUCTION">
-    <p>
-        We appreciate your understanding as we polish our documentation – it may contain some rough edges. Share your feedback or report issues to help us improve! 🛠️📝
-    </p>
+  <p>
+    We appreciate your understanding as we polish our documentation – it may
+    contain some rough edges. Share your feedback or report issues to help us
+    improve! 🛠️📝
+  </p>
 </Admonition>
 
 A text splitter is a tool that divides a document or text into smaller chunks or segments. It is used to break down large texts into more manageable pieces for analysis or processing.
@@ -22,13 +24,13 @@ The `CharacterTextSplitter` is used to split a long text into smaller chunks bas
 
 - **chunk_overlap:** Determines the number of characters that overlap between consecutive chunks when splitting text. It specifies how much of the previous chunk should be included in the next chunk.
 
-    For example, if the `chunk_overlap` is set to 20 and the `chunk_size` is set to 100, the splitter will create chunks of 100 characters each, but the last 20 characters of each chunk will overlap with the first 20 characters of the next chunk. This allows for a smoother transition between chunks and ensures that no information is lost – defaults to `200`.
+  For example, if the `chunk_overlap` is set to 20 and the `chunk_size` is set to 100, the splitter will create chunks of 100 characters each, but the last 20 characters of each chunk will overlap with the first 20 characters of the next chunk. This allows for a smoother transition between chunks and ensures that no information is lost – defaults to `200`.
 
 - **chunk_size:** Determines the maximum number of characters in each chunk when splitting a text. It specifies the size or length of each chunk.
 
-    For example, if the chunk_size is set to 100, the splitter will create chunks of 100 characters each. If the text is longer than 100 characters, it will be divided into multiple chunks of equal size, except for the last chunk, which may be smaller if there are remaining characters –defaults to `1000`.
+  For example, if the chunk_size is set to 100, the splitter will create chunks of 100 characters each. If the text is longer than 100 characters, it will be divided into multiple chunks of equal size, except for the last chunk, which may be smaller if there are remaining characters –defaults to `1000`.
 
-- **separator:** Specifies the character that will be used to split the text into chunks – defaults to `.` 
+- **separator:** Specifies the character that will be used to split the text into chunks – defaults to `.`
 
 ---
 
@@ -44,6 +46,18 @@ The `RecursiveCharacterTextSplitter` splits the text by trying to keep paragra
 
 - **chunk_size:** Determines the maximum number of characters in each chunk when splitting a text. It specifies the size or length of each chunk.
 
-- **separator_type:** The parameter allows the user to split the code with multiple language support. It supports various languages such as Text, Ruby, Python, Solidity, Java, and more. Defaults to `Text`.
+- **separators:** The `separators` in RecursiveCharacterTextSplitter are the characters used to split the text into chunks. The text splitter tries to create chunks based on splitting on the first character in the list of `separators`. If any chunks are too large, it moves on to the next character in the list and continues splitting. Defaults to ["\n\n", "\n", " ", ""].
 
-- **separators:** The `separators` in RecursiveCharacterTextSplitter are the characters used to split the text into chunks. The text splitter tries to create chunks based on splitting on the first character in the list of `separators`. If any chunks are too large, it moves on to the next character in the list and continues splitting. Defaults to `.`
\ No newline at end of file
+### LanguageRecursiveTextSplitter
+
+The `LanguageRecursiveTextSplitter` is a text splitter that splits the text into smaller chunks based on the (programming) language of the text.
+
+**Params**
+
+- **Documents:** Input documents to split.
+
+- **chunk_overlap:** Determines the number of characters that overlap between consecutive chunks when splitting text. It specifies how much of the previous chunk should be included in the next chunk.
+
+- **chunk_size:** Determines the maximum number of characters in each chunk when splitting a text. It specifies the size or length of each chunk.
+
+- **separator_type:** The parameter allows the user to split the code with multiple language support. It supports various languages such as Ruby, Python, Solidity, Java, and more. Defaults to `Python`.
diff --git a/docs/docs/components/tools.mdx b/docs/docs/components/tools.mdx
index 76ce93a01..c92d6eee0 100644
--- a/docs/docs/components/tools.mdx
+++ b/docs/docs/components/tools.mdx
@@ -6,4 +6,58 @@ import Admonition from '@theme/Admonition';
     <p>
         We appreciate your understanding as we polish our documentation – it may contain some rough edges. Share your feedback or report issues to help us improve! 🛠️📝
     </p>
-</Admonition>
\ No newline at end of file
+</Admonition>
+
+
+### BingSearchRun
+
+Bing Search is a web search engine owned and operated by Microsoft. It provides search results for various types of content, including web pages, images, videos, and news articles. It uses a combination of algorithms and human editors to deliver search results to users.
+
+**Params**
+
+- **Api Wrapper:** A BingSearchAPIWrapper component that takes the search URL and a subscription key.
+
+
+### Calculator
+
+The calculator tool provides mathematical calculation capabilities to an agent by leveraging an LLMMathChain. It allows the agent to perform math when needed to answer questions.
+
+**Params**
+
+- **LLM:** Language Model to use in the calculation.
+
+
+### GoogleSearchResults
+
+A wrapper around Google Search. Useful for when the user needs to answer questions about with more control over the JSON data returned from the API. It returns the full JSON response configured based on the parameters passed to the API wrapper.
+
+**Params**
+
+- **Api Wrapper:** A GoogleSearchAPIWrapper with Google API key and CSE ID
+
+
+### GoogleSearchRun
+
+A quick wrapper around Google Search. It executes the search query and returns just the first result snippet from the highest-priority result type.
+
+**Params**
+
+- **Api Wrapper:** A GoogleSearchAPIWrapper with Google API key and CSE ID
+
+
+### GoogleSerperRun
+
+A low-cost Google Search API.
+
+**Params**
+
+- **Api Wrapper:** A GoogleSerperAPIWrapper component with API key and result keys
+
+
+### InfoSQLDatabaseTool
+
+Tool for getting metadata about a SQL database. The input to this tool is a comma-separated list of tables, and the output is the schema and sample rows for those tables. Example Input: `“table1`, `table2`, `table3”`.
+
+**Params**
+
+- **Db:** SQLDatabase to query.
\ No newline at end of file
diff --git a/docs/docs/components/utilities.mdx b/docs/docs/components/utilities.mdx
index f510990ce..593864213 100644
--- a/docs/docs/components/utilities.mdx
+++ b/docs/docs/components/utilities.mdx
@@ -1,10 +1,76 @@
-import Admonition from '@theme/Admonition';
+import Admonition from "@theme/Admonition";
 
 # Utilities
 
 <Admonition type="caution" icon="🚧" title="ZONE UNDER CONSTRUCTION">
-    <p>
-        We appreciate your understanding as we polish our documentation – it may contain some rough edges. Share your feedback or report issues to help us improve! 🛠️📝
-    </p>
+  <p>
+    We appreciate your understanding as we polish our documentation – it may
+    contain some rough edges. Share your feedback or report issues to help us
+    improve! 🛠️📝
+  </p>
 </Admonition>
 
+Utilities are a set of actions that can be used to perform common tasks in a flow. They are available in the **Utilities** section in the sidebar.
+
+---
+
+### GET Request
+
+Make a GET request to the given URL.
+
+**Params**
+
+- **URL:** The URL to make the request to. There can be more than one URL, in which case the request will be made to each URL in order.
+- **Headers:** A dictionary of headers to send with the request.
+
+**Output**
+
+- **List of Documents:** A list of Documents containing the JSON response from each request.
+
+---
+
+### POST Request
+
+Make a POST request to the given URL.
+
+**Params**
+
+- **URL:** The URL to make the request to.
+- **Headers:** A dictionary of headers to send with the request.
+- **Document:** The Document containing a JSON object to send with the request.
+
+**Output**
+
+- **Document:** The JSON response from the request as a Document.
+
+---
+
+### Update Request
+
+Make a PATCH or PUT request to the given URL.
+
+**Params**
+
+- **URL:** The URL to make the request to.
+- **Headers:** A dictionary of headers to send with the request.
+- **Document:** The Document containing a JSON object to send with the request.
+- **Method:** The HTTP method to use for the request. Can be either `PATCH` or `PUT`.
+
+**Output**
+
+- **Document:** The JSON response from the request as a Document.
+
+---
+
+### JSON Document Builder
+
+Build a Document containing a JSON object using a key and another Document page content.
+
+**Params**
+
+- **Key:** The key to use for the JSON object.
+- **Document:** The Document page to use for the JSON object.
+
+**Output**
+
+- **List of Documents:** A list containing the Document with the JSON object.
diff --git a/docs/docs/guidelines/custom-component.mdx b/docs/docs/guidelines/custom-component.mdx
index e649ef6e9..4f18d0375 100644
--- a/docs/docs/guidelines/custom-component.mdx
+++ b/docs/docs/guidelines/custom-component.mdx
@@ -65,7 +65,6 @@ class DocumentProcessor(CustomComponent):
         light: "img/document_processor.png",
     }}
     style={{
-        width: "40%",
         margin: "0 auto",
         display: "flex",
         justifyContent: "center",
@@ -388,7 +387,7 @@ Your structure should look something like this:
 The recommended way to load custom components is to set the _`LANGFLOW_COMPONENTS_PATH`_ environment variable to the path of your custom components directory. Then, run the Langflow CLI as usual.
 
 ```bash
-export LANGFLOW_COMPONENTS_PATH=/path/to/components
+export LANGFLOW_COMPONENTS_PATH='["/path/to/components"]'
 langflow
 ```
 
diff --git a/docs/docs/guides/langfuse_integration.mdx b/docs/docs/guides/langfuse_integration.mdx
new file mode 100644
index 000000000..81f06e787
--- /dev/null
+++ b/docs/docs/guides/langfuse_integration.mdx
@@ -0,0 +1,49 @@
+# Integrating Langfuse with Langflow
+
+## Introduction
+
+Langfuse is an open-source tracing and analytics tool designed for LLM applications. Integrating Langfuse with Langflow provides detailed production traces and granular insights into quality, cost, and latency. This integration allows you to monitor and debug your Langflow's chat or APIs easily.
+
+## Step-by-Step Instructions
+
+### Step 1: Create a Langfuse account
+
+1. Go to [Langfuse](https://langfuse.com) and click on the "Sign In" button in the top right corner.
+2. Click on the "Sign Up" button and create an account.
+3. Once logged in, click on "Settings" and then on "Create new API keys."
+4. Copy the Public key and the Secret Key and save them somewhere safe.
+   {/* Add these keys to your environment variables in the following step. */}
+
+### Step 2: Set up Langfuse in Langflow
+
+1. **Export the Environment Variables**: You'll need to export the environment variables `LANGFLOW_LANGFUSE_SECRET_KEY` and `LANGFLOW_LANGFUSE_PUBLIC_KEY` with the values obtained in Step 1.
+
+   You can do this by executing the following commands in your terminal:
+
+   ```bash
+   export LANGFLOW_LANGFUSE_SECRET_KEY=<your secret key>
+   export LANGFLOW_LANGFUSE_PUBLIC_KEY=<your public key>
+   ```
+
+   Alternatively, you can run the Langflow CLI command:
+
+   ```bash
+   LANGFLOW_LANGFUSE_SECRET_KEY=<your secret key> LANGFLOW_LANGFUSE_PUBLIC_KEY=<your public key> langflow
+   ```
+
+   If you are self-hosting Langfuse, you can also set the environment variable `LANGFLOW_LANGFUSE_HOST` to point to your Langfuse instance. By default, Langfuse points to the cloud instance at `https://cloud.langfuse.com`.
+
+2. **Verify Integration**: Ensure that the environment variables are set correctly by checking their existence in your environment, for example by running:
+
+   ```bash
+   echo $LANGFLOW_LANGFUSE_SECRET_KEY
+   echo $LANGFLOW_LANGFUSE_PUBLIC_KEY
+   ```
+
+3. **Monitor Langflow**: Now, whenever you use Langflow's chat or API, you will be able to see the tracing of your conversations in Langfuse.
+
+That's it! You have successfully integrated Langfuse with Langflow, enhancing observability and debugging capabilities for your LLM application.
+
+---
+
+Note: For more details or customized configurations, please refer to the official [Langfuse documentation](https://langfuse.com/docs/integrations/langchain).
diff --git a/docs/docs/guides/loading_document.mdx b/docs/docs/guides/loading_document.mdx
index d760e9124..73fb85968 100644
--- a/docs/docs/guides/loading_document.mdx
+++ b/docs/docs/guides/loading_document.mdx
@@ -43,7 +43,7 @@ This guide takes you through the process of augmenting the "Basic Chat with Prom
 
 8. Connect this loader to the `{context}` variable that we just added.
 
-9. In the "Web Page" field, enter "https://langflow.org/how-upload-examples".
+9. In the "Web Page" field, enter "https://docs.langflow.org/how-upload-examples".
 
 10. Now, click on "ConversationBufferMemory".
 
diff --git a/docs/package-lock.json b/docs/package-lock.json
index ed79230c6..c0c8a73fd 100644
--- a/docs/package-lock.json
+++ b/docs/package-lock.json
@@ -16,7 +16,7 @@
         "@docusaurus/theme-classic": "^2.4.1",
         "@docusaurus/theme-search-algolia": "^2.4.1",
         "@mdx-js/react": "^2.3.0",
-        "@mendable/search": "^0.0.114",
+        "@mendable/search": "^0.0.154",
         "@pbe/react-yandex-maps": "^1.2.4",
         "@prismicio/client": "^7.0.1",
         "@uiball/loaders": "^1.2.6",
@@ -3250,10 +3250,11 @@
       }
     },
     "node_modules/@mendable/search": {
-      "version": "0.0.114",
-      "resolved": "https://registry.npmjs.org/@mendable/search/-/search-0.0.114.tgz",
-      "integrity": "sha512-0uR+zxONuu/16bpLli49Jocr5fee1WIjs06KzU1AnHsR+fdFBmfrlpgTDWctgGuXPzS5Dorlw4VMlR5dPW5qVQ==",
+      "version": "0.0.154",
+      "resolved": "https://registry.npmjs.org/@mendable/search/-/search-0.0.154.tgz",
+      "integrity": "sha512-adNwXlIaMXVMCkPU2uUdghfn05Dmxb0BnE95SRLQJ6evHajsNFQdRl5Ltj3WijG+qo4ozTIJcPOBYrDPKMTPVw==",
       "dependencies": {
+        "html-react-parser": "^4.2.0",
         "posthog-js": "^1.45.1"
       },
       "peerDependencies": {
@@ -9351,6 +9352,33 @@
         "safe-buffer": "~5.1.0"
       }
     },
+    "node_modules/html-dom-parser": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/html-dom-parser/-/html-dom-parser-4.0.0.tgz",
+      "integrity": "sha512-TUa3wIwi80f5NF8CVWzkopBVqVAtlawUzJoLwVLHns0XSJGynss4jiY0mTWpiDOsuyw+afP+ujjMgRh9CoZcXw==",
+      "dependencies": {
+        "domhandler": "5.0.3",
+        "htmlparser2": "9.0.0"
+      }
+    },
+    "node_modules/html-dom-parser/node_modules/htmlparser2": {
+      "version": "9.0.0",
+      "resolved": "https://registry.npmjs.org/htmlparser2/-/htmlparser2-9.0.0.tgz",
+      "integrity": "sha512-uxbSI98wmFT/G4P2zXx4OVx04qWUmyFPrD2/CNepa2Zo3GPNaCaaxElDgwUrwYWkK1nr9fft0Ya8dws8coDLLQ==",
+      "funding": [
+        "https://github.com/fb55/htmlparser2?sponsor=1",
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/fb55"
+        }
+      ],
+      "dependencies": {
+        "domelementtype": "^2.3.0",
+        "domhandler": "^5.0.3",
+        "domutils": "^3.1.0",
+        "entities": "^4.5.0"
+      }
+    },
     "node_modules/html-entities": {
       "version": "2.4.0",
       "resolved": "https://registry.npmjs.org/html-entities/-/html-entities-2.4.0.tgz",
@@ -9394,6 +9422,20 @@
         "node": ">= 12"
       }
     },
+    "node_modules/html-react-parser": {
+      "version": "4.2.1",
+      "resolved": "https://registry.npmjs.org/html-react-parser/-/html-react-parser-4.2.1.tgz",
+      "integrity": "sha512-Dxzdowj5Zu/+7mr8X8PzCFbPXGuwCwGB2u4cB6oxZGES9inw85qlvnlfPD75VGKUGjcgsXs+9Dpj+THWNQyOBw==",
+      "dependencies": {
+        "domhandler": "5.0.3",
+        "html-dom-parser": "4.0.0",
+        "react-property": "2.0.0",
+        "style-to-js": "1.1.3"
+      },
+      "peerDependencies": {
+        "react": "0.14 || 15 || 16 || 17 || 18"
+      }
+    },
     "node_modules/html-tags": {
       "version": "3.3.1",
       "resolved": "https://registry.npmjs.org/html-tags/-/html-tags-3.3.1.tgz",
@@ -15324,6 +15366,11 @@
         "react": ">=16.6.0"
       }
     },
+    "node_modules/react-property": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/react-property/-/react-property-2.0.0.tgz",
+      "integrity": "sha512-kzmNjIgU32mO4mmH5+iUyrqlpFQhF8K2k7eZ4fdLSOPFrD1XgEuSBv9LDEgxRXTMBqMd8ppT0x6TIzqE5pdGdw=="
+    },
     "node_modules/react-router": {
       "version": "5.3.4",
       "resolved": "https://registry.npmjs.org/react-router/-/react-router-5.3.4.tgz",
@@ -17510,6 +17557,22 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/style-to-js": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/style-to-js/-/style-to-js-1.1.3.tgz",
+      "integrity": "sha512-zKI5gN/zb7LS/Vm0eUwjmjrXWw8IMtyA8aPBJZdYiQTXj4+wQ3IucOLIOnF7zCHxvW8UhIGh/uZh/t9zEHXNTQ==",
+      "dependencies": {
+        "style-to-object": "0.4.1"
+      }
+    },
+    "node_modules/style-to-js/node_modules/style-to-object": {
+      "version": "0.4.1",
+      "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-0.4.1.tgz",
+      "integrity": "sha512-HFpbb5gr2ypci7Qw+IOhnP2zOU7e77b+rzM+wTzXzfi1PrtBCX0E7Pk4wL4iTLnhzZ+JgEGAhX81ebTg/aYjQw==",
+      "dependencies": {
+        "inline-style-parser": "0.1.1"
+      }
+    },
     "node_modules/style-to-object": {
       "version": "0.3.0",
       "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-0.3.0.tgz",
diff --git a/docs/package.json b/docs/package.json
index 856e66ebe..277f959a8 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -22,7 +22,7 @@
     "@docusaurus/theme-classic": "^2.4.1",
     "@docusaurus/theme-search-algolia": "^2.4.1",
     "@mdx-js/react": "^2.3.0",
-    "@mendable/search": "^0.0.114",
+    "@mendable/search": "^0.0.154",
     "@pbe/react-yandex-maps": "^1.2.4",
     "@prismicio/client": "^7.0.1",
     "@uiball/loaders": "^1.2.6",
@@ -69,4 +69,4 @@
   "engines": {
     "node": ">=16.14"
   }
-}
+}
\ No newline at end of file
diff --git a/docs/sidebars.js b/docs/sidebars.js
index fbabab150..bc02f7407 100644
--- a/docs/sidebars.js
+++ b/docs/sidebars.js
@@ -42,6 +42,7 @@ module.exports = {
         "components/text-splitters",
         "components/toolkits",
         "components/tools",
+        "components/utilities",
         "components/vector-stores",
         "components/wrappers",
       ],
@@ -50,7 +51,11 @@ module.exports = {
       type: "category",
       label: "Step-by-Step Guides",
       collapsed: false,
-      items: ["guides/loading_document", "guides/chatprompttemplate_guide"],
+      items: [
+        "guides/loading_document",
+        "guides/chatprompttemplate_guide",
+        "guides/langfuse_integration",
+      ],
     },
     // {
     //   type: 'category',
diff --git a/docs/src/theme/Footer.js b/docs/src/theme/Footer.js
index 403eb4382..d2a56bf5a 100644
--- a/docs/src/theme/Footer.js
+++ b/docs/src/theme/Footer.js
@@ -37,7 +37,7 @@ export default function FooterWrapper(props) {
 
   const mendableFloatingButton = React.createElement(MendableFloatingButton, {
     floatingButtonStyle: { color: "#000000", backgroundColor: "#f6f6f6" },
-    anon_key: customFields.mendableAnonKey, // Mendable Search Public ANON key, ok to be public
+    anon_key: 'b7f52734-297c-41dc-8737-edbd13196394', // Mendable Search Public ANON key, ok to be public
     showSimpleSearch: true,
     icon: icon,
   });
diff --git a/docs/static/CNAME b/docs/static/CNAME
index 3e6c5c023..ab1d0c849 100644
--- a/docs/static/CNAME
+++ b/docs/static/CNAME
@@ -1 +1 @@
-langflow.org
\ No newline at end of file
+docs.langflow.org
\ No newline at end of file
diff --git a/docs/static/data/organizations-100.csv b/docs/static/data/organizations-100.csv
index 93dcac9f3..a111992d7 100644
--- a/docs/static/data/organizations-100.csv
+++ b/docs/static/data/organizations-100.csv
@@ -1,101 +1,101 @@
-Index,Organization Id,Name,Website,Country,Description,Founded,Industry,Number of employees
-1,FAB0d41d5b5d22c,Ferrell LLC,https://price.net/,Papua New Guinea,Horizontal empowering knowledgebase,1990,Plastics,3498
-2,6A7EdDEA9FaDC52,"Mckinney, Riley and Day",http://www.hall-buchanan.info/,Finland,User-centric system-worthy leverage,2015,Glass / Ceramics / Concrete,4952
-3,0bFED1ADAE4bcC1,Hester Ltd,http://sullivan-reed.com/,China,Switchable scalable moratorium,1971,Public Safety,5287
-4,2bFC1Be8a4ce42f,Holder-Sellers,https://becker.com/,Turkmenistan,De-engineered systemic artificial intelligence,2004,Automotive,921
-5,9eE8A6a4Eb96C24,Mayer Group,http://www.brewer.com/,Mauritius,Synchronized needs-based challenge,1991,Transportation,7870
-6,cC757116fe1C085,Henry-Thompson,http://morse.net/,Bahamas,Face-to-face well-modulated customer loyalty,1992,Primary / Secondary Education,4914
-7,219233e8aFF1BC3,Hansen-Everett,https://www.kidd.org/,Pakistan,Seamless disintermediate collaboration,2018,Publishing Industry,7832
-8,ccc93DCF81a31CD,Mcintosh-Mora,https://www.brooks.com/,Heard Island and McDonald Islands,Centralized attitude-oriented capability,1970,Import / Export,4389
-9,0B4F93aA06ED03e,Carr Inc,http://ross.com/,Kuwait,Distributed impactful customer loyalty,1996,Plastics,8167
-10,738b5aDe6B1C6A5,Gaines Inc,http://sandoval-hooper.com/,Uzbekistan,Multi-lateral scalable protocol,1997,Outsourcing / Offshoring,9698
-11,AE61b8Ffebbc476,Kidd Group,http://www.lyons.com/,Bouvet Island (Bouvetoya),Proactive foreground paradigm,2001,Primary / Secondary Education,7473
-12,eb3B7D06cCdD609,Crane-Clarke,https://www.sandoval.com/,Denmark,Front-line clear-thinking encryption,2014,Food / Beverages,9011
-13,8D0c29189C9798B,"Keller, Campos and Black",https://www.garner.info/,Liberia,Ameliorated directional emulation,2020,Museums / Institutions,2862
-14,D2c91cc03CA394c,Glover-Pope,http://www.silva.biz/,United Arab Emirates,Persevering contextually-based approach,2013,Medical Practice,9079
-15,C8AC1eaf9C036F4,Pacheco-Spears,https://aguilar.com/,Sweden,Secured logistical synergy,1984,Maritime,769
-16,b5D10A14f7a8AfE,Hodge-Ayers,http://www.archer-elliott.com/,Honduras,Future-proofed radical implementation,1990,Facilities Services,8508
-17,68139b5C4De03B4,"Bowers, Guerra and Krause",http://www.carrillo-nicholson.com/,Uganda,De-engineered transitional strategy,1972,Primary / Secondary Education,6986
-18,5c2EffEfdba2BdF,Mckenzie-Melton,http://montoya-thompson.com/,Hong Kong,Reverse-engineered heuristic alliance,1998,Investment Management / Hedge Fund / Private Equity,4589
-19,ba179F19F7925f5,Branch-Mann,http://www.lozano.com/,Botswana,Adaptive intangible frame,1999,Architecture / Planning,7961
-20,c1Ce9B350BAc66b,Weiss and Sons,https://barrett.com/,Korea,Sharable optimal functionalities,2011,Plastics,5984
-21,8de40AC4e6EaCa4,"Velez, Payne and Coffey",http://burton.com/,Luxembourg,Mandatory coherent synergy,1986,Wholesale,5010
-22,Aad86a4F0385F2d,Harrell LLC,http://www.frey-rosario.com/,Guadeloupe,Reverse-engineered mission-critical moratorium,2018,Construction,2185
-23,22aC3FFd64fD703,"Eaton, Reynolds and Vargas",http://www.freeman.biz/,Monaco,Self-enabling multi-tasking process improvement,2014,Luxury Goods / Jewelry,8987
-24,5Ec4C272bCf085c,Robbins-Cummings,http://donaldson-wilkins.com/,Belgium,Organic non-volatile hierarchy,1991,Pharmaceuticals,5038
-25,5fDBeA8BB91a000,Jenkins Inc,http://www.kirk.biz/,South Africa,Front-line systematic help-desk,2002,Insurance,1215
-26,dFfD6a6F9AC2d9C,"Greene, Benjamin and Novak",http://www.kent.net/,Romania,Centralized leadingedge moratorium,2012,Museums / Institutions,4941
-27,4B217cC5a0674C5,"Dickson, Richmond and Clay",http://everett.com/,Czech Republic,Team-oriented tangible complexity,1980,Real Estate / Mortgage,3122
-28,88b1f1cDcf59a37,Prince-David,http://thompson.com/,Christmas Island,Virtual holistic methodology,1970,Banking / Mortgage,1046
-29,f9F7bBCAEeC360F,Ayala LLC,http://www.zhang.com/,Philippines,Open-source zero administration hierarchy,2021,Legal Services,7664
-30,7Cb3AeFcE4Ba31e,Rivas Group,https://hebert.org/,Australia,Open-architected well-modulated capacity,1998,Logistics / Procurement,4155
-31,ccBcC32adcbc530,"Sloan, Mays and Whitehead",http://lawson.com/,Chad,Face-to-face high-level conglomeration,1997,Civil Engineering,365
-32,f5afd686b3d05F5,"Durham, Allen and Barnes",http://chan-stafford.org/,Zimbabwe,Synergistic web-enabled framework,1993,Mechanical or Industrial Engineering,6135
-33,38C6cfC5074Fa5e,Fritz-Franklin,http://www.lambert.com/,Nepal,Automated 4thgeneration website,1972,Hospitality,4516
-34,5Cd7efccCcba38f,Burch-Ewing,http://cline.net/,Taiwan,User-centric 4thgeneration system engine,1981,Venture Capital / VC,7443
-35,9E6Acb51e3F9d6F,"Glass, Barrera and Turner",https://dunlap.com/,Kyrgyz Republic,Multi-channeled 3rdgeneration open system,2020,Utilities,2610
-36,4D4d7E18321eaeC,Pineda-Cox,http://aguilar.org/,Bolivia,Fundamental asynchronous capability,2010,Human Resources / HR,1312
-37,485f5d06B938F2b,"Baker, Mccann and Macdonald",http://www.anderson-barker.com/,Kenya,Cross-group user-facing focus group,2013,Legislative Office,1638
-38,19E3a5Bf6dBDc4F,Cuevas-Moss,https://dodson-castaneda.net/,Guatemala,Extended human-resource intranet,1994,Music,9995
-39,6883A965c7b68F7,Hahn PLC,http://newman.com/,Belarus,Organic logistical leverage,2012,Electrical / Electronic Manufacturing,3715
-40,AC5B7AA74Aa4A2E,"Valentine, Ferguson and Kramer",http://stuart.net/,Jersey,Centralized secondary time-frame,1997,Non - Profit / Volunteering,3585
-41,decab0D5027CA6a,Arroyo Inc,https://www.turner.com/,Grenada,Managed demand-driven website,2006,Writing / Editing,9067
-42,dF084FbBb613eea,Walls LLC,http://www.reese-vasquez.biz/,Cape Verde,Self-enabling fresh-thinking installation,1989,Investment Management / Hedge Fund / Private Equity,1678
-43,A2D89Ab9bCcAd4e,"Mitchell, Warren and Schneider",https://fox.biz/,Trinidad and Tobago,Enhanced intangible time-frame,2021,Capital Markets / Hedge Fund / Private Equity,3816
-44,77aDc905434a49f,Prince PLC,https://www.watts.com/,Sweden,Profit-focused coherent installation,2016,Individual / Family Services,7645
-45,235fdEFE2cfDa5F,Brock-Blackwell,http://www.small.com/,Benin,Secured foreground emulation,1986,Online Publishing,7034
-46,1eD64cFe986BBbE,Walton-Barnett,https://ashley-schaefer.com/,Western Sahara,Right-sized clear-thinking flexibility,2001,Luxury Goods / Jewelry,1746
-47,CbBbFcdd0eaE2cF,Bartlett-Arroyo,https://cruz.com/,Northern Mariana Islands,Realigned didactic function,1976,Civic / Social Organization,3987
-48,49aECbDaE6aBD53,"Wallace, Madden and Morris",http://www.blevins-fernandez.biz/,Germany,Persistent real-time customer loyalty,2016,Pharmaceuticals,9443
-49,7b3fe6e7E72bFa4,Berg-Sparks,https://cisneros-love.com/,Canada,Stand-alone static implementation,1974,Arts / Crafts,2073
-50,c6DedA82A8aef7E,Gonzales Ltd,http://bird.com/,Tonga,Managed human-resource policy,1988,Consumer Goods,9069
-51,7D9FBF85cdC3871,Lawson and Sons,https://www.wong.com/,French Southern Territories,Compatible analyzing intranet,2021,Arts / Crafts,3527
-52,7dd18Fb7cB07b65,"Mcguire, Mcconnell and Olsen",https://melton-briggs.com/,Korea,Profound client-server frame,1988,Printing,8445
-53,EF5B55FadccB8Fe,Charles-Phillips,https://bowman.com/,Cote d'Ivoire,Monitored client-server implementation,2012,Mental Health Care,3450
-54,f8D4B99e11fAF5D,Odom Ltd,https://www.humphrey-hess.com/,Cote d'Ivoire,Advanced static process improvement,2012,Management Consulting,1825
-55,e24D21BFd3bF1E5,Richard PLC,https://holden-coleman.net/,Mayotte,Object-based optimizing model,1971,Broadcast Media,4942
-56,B9BdfEB6D3Ca44E,Sampson Ltd,https://blevins.com/,Cayman Islands,Intuitive local adapter,2005,Farming,1418
-57,2a74D6f3D3B268e,"Cherry, Le and Callahan",https://waller-delacruz.biz/,Nigeria,Universal human-resource collaboration,2017,Entertainment / Movie Production,7202
-58,Bf3F3f62c8aBC33,Cherry PLC,https://www.avila.info/,Marshall Islands,Persistent tertiary website,1980,Plastics,8245
-59,aeBe26B80a7a23c,Melton-Nichols,https://kennedy.com/,Palau,User-friendly clear-thinking productivity,2021,Legislative Office,8741
-60,aAeb29ad43886C6,Potter-Walsh,http://thomas-french.org/,Turkey,Optional non-volatile open system,2008,Human Resources / HR,6923
-61,bD1bc6bB6d1FeD3,Freeman-Chen,https://mathis.com/,Timor-Leste,Phased next generation adapter,1973,International Trade / Development,346
-62,EB9f456e8b7022a,Soto Group,https://norris.info/,Vietnam,Enterprise-wide executive installation,1988,Business Supplies / Equipment,9097
-63,Dfef38C51D8DAe3,"Poole, Cruz and Whitney",https://reed.info/,Reunion,Balanced analyzing groupware,1978,Marketing / Advertising / Sales,2992
-64,055ffEfB2Dd95B0,Riley Ltd,http://wiley.com/,Brazil,Optional exuding superstructure,1986,Textiles,9315
-65,cBfe4dbAE1699da,"Erickson, Andrews and Bailey",https://www.hobbs-grant.com/,Eritrea,Vision-oriented secondary project,2014,Consumer Electronics,7829
-66,fdFbecbadcdCdf1,"Wilkinson, Charles and Arroyo",http://hunter-mcfarland.com/,United States Virgin Islands,Assimilated 24/7 archive,1996,Building Materials,602
-67,5DCb8A5a5ca03c0,Floyd Ltd,http://www.whitney.com/,Falkland Islands (Malvinas),Function-based fault-tolerant concept,2017,Public Relations / PR,2911
-68,ce57DCbcFD6d618,Newman-Galloway,https://www.scott.com/,Luxembourg,Enhanced foreground collaboration,1987,Information Technology / IT,3934
-69,5aaD187dc929371,Frazier-Butler,https://www.daugherty-farley.info/,Northern Mariana Islands,Persistent interactive circuit,1972,Outsourcing / Offshoring,5130
-70,902D7Ac8b6d476b,Newton Inc,https://www.richmond-manning.info/,Netherlands Antilles,Fundamental stable info-mediaries,1976,Military Industry,563
-71,32BB9Ff4d939788,Duffy-Levy,https://www.potter.com/,Guernsey,Diverse exuding installation,1982,Wireless,6146
-72,adcB0afbE58bAe3,Wagner LLC,https://decker-esparza.com/,Uruguay,Reactive attitude-oriented toolset,1987,International Affairs,6874
-73,dfcA1c84AdB61Ac,Mccall-Holmes,http://www.dean.com/,Benin,Object-based value-added database,2009,Legal Services,696
-74,208044AC2fe52F3,Massey LLC,https://frazier.biz/,Suriname,Configurable zero administration Graphical User Interface,1986,Accounting,5004
-75,f3C365f0c1A0623,Hicks LLC,http://alvarez.biz/,Pakistan,Quality-focused client-server Graphical User Interface,1970,Computer Software / Engineering,8480
-76,ec5Bdd3CBAfaB93,"Cole, Russell and Avery",http://www.blankenship.com/,Mongolia,De-engineered fault-tolerant challenge,2000,Law Enforcement,7012
-77,DDB19Be7eeB56B4,Cummings-Rojas,https://simon-pearson.com/,Svalbard & Jan Mayen Islands,User-centric modular customer loyalty,2012,Financial Services,7529
-78,dd6CA3d0bc3cAfc,"Beasley, Greene and Mahoney",http://www.petersen-lawrence.com/,Togo,Extended content-based methodology,1976,Religious Institutions,869
-79,A0B9d56e61070e3,"Beasley, Sims and Allison",http://burke.info/,Latvia,Secured zero tolerance hub,1972,Facilities Services,6182
-80,cBa7EFe5D05Adaf,Crawford-Rivera,https://black-ramirez.org/,Cuba,Persevering exuding budgetary management,1999,Online Publishing,7805
-81,Ea3f6D52Ec73563,Montes-Hensley,https://krueger.org/,Liechtenstein,Multi-tiered secondary productivity,2009,Printing,8433
-82,bC0CEd48A8000E0,Velazquez-Odom,https://stokes.com/,Djibouti,Streamlined 6thgeneration function,2002,Alternative Dispute Resolution,4044
-83,c89b9b59BC4baa1,Eaton-Morales,https://www.reeves-graham.com/,Micronesia,Customer-focused explicit frame,1990,Capital Markets / Hedge Fund / Private Equity,7013
-84,FEC51bce8421a7b,"Roberson, Pennington and Palmer",http://www.keith-fisher.com/,Cameroon,Adaptive bi-directional hierarchy,1993,Telecommunications,5571
-85,e0E8e27eAc9CAd5,"George, Russo and Guerra",https://drake.com/,Sweden,Centralized non-volatile capability,1989,Military Industry,2880
-86,B97a6CF9bf5983C,Davila Inc,https://mcconnell.info/,Cocos (Keeling) Islands,Profit-focused dedicated frame,2017,Consumer Electronics,2215
-87,a0a6f9b3DbcBEb5,Mays-Preston,http://www.browning-key.com/,Mali,User-centric heuristic focus group,2006,Military Industry,5786
-88,8cC1bDa330a5871,Pineda-Morton,https://www.carr.com/,United States Virgin Islands,Grass-roots methodical info-mediaries,1991,Printing,6168
-89,ED889CB2FE9cbd3,Huang and Sons,https://www.bolton.com/,Eritrea,Re-contextualized dynamic hierarchy,1981,Semiconductors,7484
-90,F4Dc1417BC6cb8f,Gilbert-Simon,https://www.bradford.biz/,Burundi,Grass-roots radical parallelism,1973,Newspapers / Journalism,1927
-91,7ABc3c7ecA03B34,Sampson-Griffith,http://hendricks.org/,Benin,Multi-layered composite paradigm,1972,Textiles,3881
-92,4e0719FBE38e0aB,Miles-Dominguez,http://www.turner.com/,Gibraltar,Organized empowering forecast,1996,Civic / Social Organization,897
-93,dEbDAAeDfaed00A,Rowe and Sons,https://www.simpson.org/,El Salvador,Balanced multimedia knowledgebase,1978,Facilities Services,8172
-94,61BDeCfeFD0cEF5,"Valenzuela, Holmes and Rowland",https://www.dorsey.net/,Taiwan,Persistent tertiary focus group,1999,Transportation,1483
-95,4e91eD25f486110,"Best, Wade and Shepard",https://zimmerman.com/,Zimbabwe,Innovative background definition,1991,Gambling / Casinos,4873
-96,0a0bfFbBbB8eC7c,Holmes Group,https://mcdowell.org/,Ethiopia,Right-sized zero tolerance focus group,1975,Photography,2988
-97,BA6Cd9Dae2Efd62,Good Ltd,http://duffy.com/,Anguilla,Reverse-engineered composite moratorium,1971,Consumer Services,4292
-98,E7df80C60Abd7f9,Clements-Espinoza,http://www.flowers.net/,Falkland Islands (Malvinas),Progressive modular hub,1991,Broadcast Media,236
-99,AFc285dbE2fEd24,Mendez Inc,https://www.burke.net/,Kyrgyz Republic,User-friendly exuding migration,1993,Education Management,339
-100,e9eB5A60Cef8354,Watkins-Kaiser,http://www.herring.com/,Togo,Synergistic background access,2009,Financial Services,2785
+Index,Organization Id,Name,Website,Country,Description,Founded,Industry,Number of employees
+1,FAB0d41d5b5d22c,Ferrell LLC,https://price.net/,Papua New Guinea,Horizontal empowering knowledgebase,1990,Plastics,3498
+2,6A7EdDEA9FaDC52,"Mckinney, Riley and Day",http://www.hall-buchanan.info/,Finland,User-centric system-worthy leverage,2015,Glass / Ceramics / Concrete,4952
+3,0bFED1ADAE4bcC1,Hester Ltd,http://sullivan-reed.com/,China,Switchable scalable moratorium,1971,Public Safety,5287
+4,2bFC1Be8a4ce42f,Holder-Sellers,https://becker.com/,Turkmenistan,De-engineered systemic artificial intelligence,2004,Automotive,921
+5,9eE8A6a4Eb96C24,Mayer Group,http://www.brewer.com/,Mauritius,Synchronized needs-based challenge,1991,Transportation,7870
+6,cC757116fe1C085,Henry-Thompson,http://morse.net/,Bahamas,Face-to-face well-modulated customer loyalty,1992,Primary / Secondary Education,4914
+7,219233e8aFF1BC3,Hansen-Everett,https://www.kidd.org/,Pakistan,Seamless disintermediate collaboration,2018,Publishing Industry,7832
+8,ccc93DCF81a31CD,Mcintosh-Mora,https://www.brooks.com/,Heard Island and McDonald Islands,Centralized attitude-oriented capability,1970,Import / Export,4389
+9,0B4F93aA06ED03e,Carr Inc,http://ross.com/,Kuwait,Distributed impactful customer loyalty,1996,Plastics,8167
+10,738b5aDe6B1C6A5,Gaines Inc,http://sandoval-hooper.com/,Uzbekistan,Multi-lateral scalable protocol,1997,Outsourcing / Offshoring,9698
+11,AE61b8Ffebbc476,Kidd Group,http://www.lyons.com/,Bouvet Island (Bouvetoya),Proactive foreground paradigm,2001,Primary / Secondary Education,7473
+12,eb3B7D06cCdD609,Crane-Clarke,https://www.sandoval.com/,Denmark,Front-line clear-thinking encryption,2014,Food / Beverages,9011
+13,8D0c29189C9798B,"Keller, Campos and Black",https://www.garner.info/,Liberia,Ameliorated directional emulation,2020,Museums / Institutions,2862
+14,D2c91cc03CA394c,Glover-Pope,http://www.silva.biz/,United Arab Emirates,Persevering contextually-based approach,2013,Medical Practice,9079
+15,C8AC1eaf9C036F4,Pacheco-Spears,https://aguilar.com/,Sweden,Secured logistical synergy,1984,Maritime,769
+16,b5D10A14f7a8AfE,Hodge-Ayers,http://www.archer-elliott.com/,Honduras,Future-proofed radical implementation,1990,Facilities Services,8508
+17,68139b5C4De03B4,"Bowers, Guerra and Krause",http://www.carrillo-nicholson.com/,Uganda,De-engineered transitional strategy,1972,Primary / Secondary Education,6986
+18,5c2EffEfdba2BdF,Mckenzie-Melton,http://montoya-thompson.com/,Hong Kong,Reverse-engineered heuristic alliance,1998,Investment Management / Hedge Fund / Private Equity,4589
+19,ba179F19F7925f5,Branch-Mann,http://www.lozano.com/,Botswana,Adaptive intangible frame,1999,Architecture / Planning,7961
+20,c1Ce9B350BAc66b,Weiss and Sons,https://barrett.com/,Korea,Sharable optimal functionalities,2011,Plastics,5984
+21,8de40AC4e6EaCa4,"Velez, Payne and Coffey",http://burton.com/,Luxembourg,Mandatory coherent synergy,1986,Wholesale,5010
+22,Aad86a4F0385F2d,Harrell LLC,http://www.frey-rosario.com/,Guadeloupe,Reverse-engineered mission-critical moratorium,2018,Construction,2185
+23,22aC3FFd64fD703,"Eaton, Reynolds and Vargas",http://www.freeman.biz/,Monaco,Self-enabling multi-tasking process improvement,2014,Luxury Goods / Jewelry,8987
+24,5Ec4C272bCf085c,Robbins-Cummings,http://donaldson-wilkins.com/,Belgium,Organic non-volatile hierarchy,1991,Pharmaceuticals,5038
+25,5fDBeA8BB91a000,Jenkins Inc,http://www.kirk.biz/,South Africa,Front-line systematic help-desk,2002,Insurance,1215
+26,dFfD6a6F9AC2d9C,"Greene, Benjamin and Novak",http://www.kent.net/,Romania,Centralized leadingedge moratorium,2012,Museums / Institutions,4941
+27,4B217cC5a0674C5,"Dickson, Richmond and Clay",http://everett.com/,Czech Republic,Team-oriented tangible complexity,1980,Real Estate / Mortgage,3122
+28,88b1f1cDcf59a37,Prince-David,http://thompson.com/,Christmas Island,Virtual holistic methodology,1970,Banking / Mortgage,1046
+29,f9F7bBCAEeC360F,Ayala LLC,http://www.zhang.com/,Philippines,Open-source zero administration hierarchy,2021,Legal Services,7664
+30,7Cb3AeFcE4Ba31e,Rivas Group,https://hebert.org/,Australia,Open-architected well-modulated capacity,1998,Logistics / Procurement,4155
+31,ccBcC32adcbc530,"Sloan, Mays and Whitehead",http://lawson.com/,Chad,Face-to-face high-level conglomeration,1997,Civil Engineering,365
+32,f5afd686b3d05F5,"Durham, Allen and Barnes",http://chan-stafford.org/,Zimbabwe,Synergistic web-enabled framework,1993,Mechanical or Industrial Engineering,6135
+33,38C6cfC5074Fa5e,Fritz-Franklin,http://www.lambert.com/,Nepal,Automated 4thgeneration website,1972,Hospitality,4516
+34,5Cd7efccCcba38f,Burch-Ewing,http://cline.net/,Taiwan,User-centric 4thgeneration system engine,1981,Venture Capital / VC,7443
+35,9E6Acb51e3F9d6F,"Glass, Barrera and Turner",https://dunlap.com/,Kyrgyz Republic,Multi-channeled 3rdgeneration open system,2020,Utilities,2610
+36,4D4d7E18321eaeC,Pineda-Cox,http://aguilar.org/,Bolivia,Fundamental asynchronous capability,2010,Human Resources / HR,1312
+37,485f5d06B938F2b,"Baker, Mccann and Macdonald",http://www.anderson-barker.com/,Kenya,Cross-group user-facing focus group,2013,Legislative Office,1638
+38,19E3a5Bf6dBDc4F,Cuevas-Moss,https://dodson-castaneda.net/,Guatemala,Extended human-resource intranet,1994,Music,9995
+39,6883A965c7b68F7,Hahn PLC,http://newman.com/,Belarus,Organic logistical leverage,2012,Electrical / Electronic Manufacturing,3715
+40,AC5B7AA74Aa4A2E,"Valentine, Ferguson and Kramer",http://stuart.net/,Jersey,Centralized secondary time-frame,1997,Non - Profit / Volunteering,3585
+41,decab0D5027CA6a,Arroyo Inc,https://www.turner.com/,Grenada,Managed demand-driven website,2006,Writing / Editing,9067
+42,dF084FbBb613eea,Walls LLC,http://www.reese-vasquez.biz/,Cape Verde,Self-enabling fresh-thinking installation,1989,Investment Management / Hedge Fund / Private Equity,1678
+43,A2D89Ab9bCcAd4e,"Mitchell, Warren and Schneider",https://fox.biz/,Trinidad and Tobago,Enhanced intangible time-frame,2021,Capital Markets / Hedge Fund / Private Equity,3816
+44,77aDc905434a49f,Prince PLC,https://www.watts.com/,Sweden,Profit-focused coherent installation,2016,Individual / Family Services,7645
+45,235fdEFE2cfDa5F,Brock-Blackwell,http://www.small.com/,Benin,Secured foreground emulation,1986,Online Publishing,7034
+46,1eD64cFe986BBbE,Walton-Barnett,https://ashley-schaefer.com/,Western Sahara,Right-sized clear-thinking flexibility,2001,Luxury Goods / Jewelry,1746
+47,CbBbFcdd0eaE2cF,Bartlett-Arroyo,https://cruz.com/,Northern Mariana Islands,Realigned didactic function,1976,Civic / Social Organization,3987
+48,49aECbDaE6aBD53,"Wallace, Madden and Morris",http://www.blevins-fernandez.biz/,Germany,Persistent real-time customer loyalty,2016,Pharmaceuticals,9443
+49,7b3fe6e7E72bFa4,Berg-Sparks,https://cisneros-love.com/,Canada,Stand-alone static implementation,1974,Arts / Crafts,2073
+50,c6DedA82A8aef7E,Gonzales Ltd,http://bird.com/,Tonga,Managed human-resource policy,1988,Consumer Goods,9069
+51,7D9FBF85cdC3871,Lawson and Sons,https://www.wong.com/,French Southern Territories,Compatible analyzing intranet,2021,Arts / Crafts,3527
+52,7dd18Fb7cB07b65,"Mcguire, Mcconnell and Olsen",https://melton-briggs.com/,Korea,Profound client-server frame,1988,Printing,8445
+53,EF5B55FadccB8Fe,Charles-Phillips,https://bowman.com/,Cote d'Ivoire,Monitored client-server implementation,2012,Mental Health Care,3450
+54,f8D4B99e11fAF5D,Odom Ltd,https://www.humphrey-hess.com/,Cote d'Ivoire,Advanced static process improvement,2012,Management Consulting,1825
+55,e24D21BFd3bF1E5,Richard PLC,https://holden-coleman.net/,Mayotte,Object-based optimizing model,1971,Broadcast Media,4942
+56,B9BdfEB6D3Ca44E,Sampson Ltd,https://blevins.com/,Cayman Islands,Intuitive local adapter,2005,Farming,1418
+57,2a74D6f3D3B268e,"Cherry, Le and Callahan",https://waller-delacruz.biz/,Nigeria,Universal human-resource collaboration,2017,Entertainment / Movie Production,7202
+58,Bf3F3f62c8aBC33,Cherry PLC,https://www.avila.info/,Marshall Islands,Persistent tertiary website,1980,Plastics,8245
+59,aeBe26B80a7a23c,Melton-Nichols,https://kennedy.com/,Palau,User-friendly clear-thinking productivity,2021,Legislative Office,8741
+60,aAeb29ad43886C6,Potter-Walsh,http://thomas-french.org/,Turkey,Optional non-volatile open system,2008,Human Resources / HR,6923
+61,bD1bc6bB6d1FeD3,Freeman-Chen,https://mathis.com/,Timor-Leste,Phased next generation adapter,1973,International Trade / Development,346
+62,EB9f456e8b7022a,Soto Group,https://norris.info/,Vietnam,Enterprise-wide executive installation,1988,Business Supplies / Equipment,9097
+63,Dfef38C51D8DAe3,"Poole, Cruz and Whitney",https://reed.info/,Reunion,Balanced analyzing groupware,1978,Marketing / Advertising / Sales,2992
+64,055ffEfB2Dd95B0,Riley Ltd,http://wiley.com/,Brazil,Optional exuding superstructure,1986,Textiles,9315
+65,cBfe4dbAE1699da,"Erickson, Andrews and Bailey",https://www.hobbs-grant.com/,Eritrea,Vision-oriented secondary project,2014,Consumer Electronics,7829
+66,fdFbecbadcdCdf1,"Wilkinson, Charles and Arroyo",http://hunter-mcfarland.com/,United States Virgin Islands,Assimilated 24/7 archive,1996,Building Materials,602
+67,5DCb8A5a5ca03c0,Floyd Ltd,http://www.whitney.com/,Falkland Islands (Malvinas),Function-based fault-tolerant concept,2017,Public Relations / PR,2911
+68,ce57DCbcFD6d618,Newman-Galloway,https://www.scott.com/,Luxembourg,Enhanced foreground collaboration,1987,Information Technology / IT,3934
+69,5aaD187dc929371,Frazier-Butler,https://www.daugherty-farley.info/,Northern Mariana Islands,Persistent interactive circuit,1972,Outsourcing / Offshoring,5130
+70,902D7Ac8b6d476b,Newton Inc,https://www.richmond-manning.info/,Netherlands Antilles,Fundamental stable info-mediaries,1976,Military Industry,563
+71,32BB9Ff4d939788,Duffy-Levy,https://www.potter.com/,Guernsey,Diverse exuding installation,1982,Wireless,6146
+72,adcB0afbE58bAe3,Wagner LLC,https://decker-esparza.com/,Uruguay,Reactive attitude-oriented toolset,1987,International Affairs,6874
+73,dfcA1c84AdB61Ac,Mccall-Holmes,http://www.dean.com/,Benin,Object-based value-added database,2009,Legal Services,696
+74,208044AC2fe52F3,Massey LLC,https://frazier.biz/,Suriname,Configurable zero administration Graphical User Interface,1986,Accounting,5004
+75,f3C365f0c1A0623,Hicks LLC,http://alvarez.biz/,Pakistan,Quality-focused client-server Graphical User Interface,1970,Computer Software / Engineering,8480
+76,ec5Bdd3CBAfaB93,"Cole, Russell and Avery",http://www.blankenship.com/,Mongolia,De-engineered fault-tolerant challenge,2000,Law Enforcement,7012
+77,DDB19Be7eeB56B4,Cummings-Rojas,https://simon-pearson.com/,Svalbard & Jan Mayen Islands,User-centric modular customer loyalty,2012,Financial Services,7529
+78,dd6CA3d0bc3cAfc,"Beasley, Greene and Mahoney",http://www.petersen-lawrence.com/,Togo,Extended content-based methodology,1976,Religious Institutions,869
+79,A0B9d56e61070e3,"Beasley, Sims and Allison",http://burke.info/,Latvia,Secured zero tolerance hub,1972,Facilities Services,6182
+80,cBa7EFe5D05Adaf,Crawford-Rivera,https://black-ramirez.org/,Cuba,Persevering exuding budgetary management,1999,Online Publishing,7805
+81,Ea3f6D52Ec73563,Montes-Hensley,https://krueger.org/,Liechtenstein,Multi-tiered secondary productivity,2009,Printing,8433
+82,bC0CEd48A8000E0,Velazquez-Odom,https://stokes.com/,Djibouti,Streamlined 6thgeneration function,2002,Alternative Dispute Resolution,4044
+83,c89b9b59BC4baa1,Eaton-Morales,https://www.reeves-graham.com/,Micronesia,Customer-focused explicit frame,1990,Capital Markets / Hedge Fund / Private Equity,7013
+84,FEC51bce8421a7b,"Roberson, Pennington and Palmer",http://www.keith-fisher.com/,Cameroon,Adaptive bi-directional hierarchy,1993,Telecommunications,5571
+85,e0E8e27eAc9CAd5,"George, Russo and Guerra",https://drake.com/,Sweden,Centralized non-volatile capability,1989,Military Industry,2880
+86,B97a6CF9bf5983C,Davila Inc,https://mcconnell.info/,Cocos (Keeling) Islands,Profit-focused dedicated frame,2017,Consumer Electronics,2215
+87,a0a6f9b3DbcBEb5,Mays-Preston,http://www.browning-key.com/,Mali,User-centric heuristic focus group,2006,Military Industry,5786
+88,8cC1bDa330a5871,Pineda-Morton,https://www.carr.com/,United States Virgin Islands,Grass-roots methodical info-mediaries,1991,Printing,6168
+89,ED889CB2FE9cbd3,Huang and Sons,https://www.bolton.com/,Eritrea,Re-contextualized dynamic hierarchy,1981,Semiconductors,7484
+90,F4Dc1417BC6cb8f,Gilbert-Simon,https://www.bradford.biz/,Burundi,Grass-roots radical parallelism,1973,Newspapers / Journalism,1927
+91,7ABc3c7ecA03B34,Sampson-Griffith,http://hendricks.org/,Benin,Multi-layered composite paradigm,1972,Textiles,3881
+92,4e0719FBE38e0aB,Miles-Dominguez,http://www.turner.com/,Gibraltar,Organized empowering forecast,1996,Civic / Social Organization,897
+93,dEbDAAeDfaed00A,Rowe and Sons,https://www.simpson.org/,El Salvador,Balanced multimedia knowledgebase,1978,Facilities Services,8172
+94,61BDeCfeFD0cEF5,"Valenzuela, Holmes and Rowland",https://www.dorsey.net/,Taiwan,Persistent tertiary focus group,1999,Transportation,1483
+95,4e91eD25f486110,"Best, Wade and Shepard",https://zimmerman.com/,Zimbabwe,Innovative background definition,1991,Gambling / Casinos,4873
+96,0a0bfFbBbB8eC7c,Holmes Group,https://mcdowell.org/,Ethiopia,Right-sized zero tolerance focus group,1975,Photography,2988
+97,BA6Cd9Dae2Efd62,Good Ltd,http://duffy.com/,Anguilla,Reverse-engineered composite moratorium,1971,Consumer Services,4292
+98,E7df80C60Abd7f9,Clements-Espinoza,http://www.flowers.net/,Falkland Islands (Malvinas),Progressive modular hub,1991,Broadcast Media,236
+99,AFc285dbE2fEd24,Mendez Inc,https://www.burke.net/,Kyrgyz Republic,User-friendly exuding migration,1993,Education Management,339
+100,e9eB5A60Cef8354,Watkins-Kaiser,http://www.herring.com/,Togo,Synergistic background access,2009,Financial Services,2785
diff --git a/docs/static/img/logo.svg b/docs/static/img/logo.svg
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diff --git a/package-lock.json b/package-lock.json
deleted file mode 100644
index 46c31a07c..000000000
--- a/package-lock.json
+++ /dev/null
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diff --git a/package.json b/package.json
deleted file mode 100644
index b80f86e35..000000000
--- a/package.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "devDependencies": {
-    "@svgr/cli": "^8.0.1"
-  }
-}
diff --git a/poetry.lock b/poetry.lock
index 809dab71e..ebc23bf0d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,13 +2,13 @@
 
 [[package]]
 name = "aiofiles"
-version = "23.1.0"
+version = "23.2.1"
 description = "File support for asyncio."
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = ">=3.7"
 files = [
-    {file = "aiofiles-23.1.0-py3-none-any.whl", hash = "sha256:9312414ae06472eb6f1d163f555e466a23aed1c8f60c30cccf7121dba2e53eb2"},
-    {file = "aiofiles-23.1.0.tar.gz", hash = "sha256:edd247df9a19e0db16534d4baaf536d6609a43e1de5401d7a4c1c148753a1635"},
+    {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"},
+    {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"},
 ]
 
 [[package]]
@@ -144,45 +144,64 @@ files = [
     {file = "aiostream-0.4.5.tar.gz", hash = "sha256:3ecbf87085230fbcd9605c32ca20c4fb41af02c71d076eab246ea22e35947d88"},
 ]
 
+[[package]]
+name = "alembic"
+version = "1.12.0"
+description = "A database migration tool for SQLAlchemy."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"},
+    {file = "alembic-1.12.0.tar.gz", hash = "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"},
+]
+
+[package.dependencies]
+Mako = "*"
+SQLAlchemy = ">=1.3.0"
+typing-extensions = ">=4"
+
+[package.extras]
+tz = ["python-dateutil"]
+
 [[package]]
 name = "anthropic"
-version = "0.3.8"
+version = "0.3.3"
 description = "Client library for the anthropic API"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
-    {file = "anthropic-0.3.8-py3-none-any.whl", hash = "sha256:97ffe1bacc4214dc89b19f496cf2769746971e86f7c835a05aa21b76f260d279"},
-    {file = "anthropic-0.3.8.tar.gz", hash = "sha256:6651099807456c3b95b3879f5ad7d00f7e7e4f7649a2394d18032ab8be54ef16"},
+    {file = "anthropic-0.3.3-py3-none-any.whl", hash = "sha256:4f607095057e8ec06e8724a0f2dbcbbdd6a5750f6116d87eb51cae82801700a7"},
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 ]
 
 [package.dependencies]
-anyio = ">=3.5.0,<4"
-distro = ">=1.7.0,<2"
-httpx = ">=0.23.0,<1"
+anyio = ">=3.5.0"
+distro = ">=1.7.0"
+httpx = ">=0.23.0"
 pydantic = ">=1.9.0,<2.0.0"
 tokenizers = ">=0.13.0"
-typing-extensions = ">=4.1.1,<5"
+typing-extensions = ">=4.1.1"
 
 [[package]]
 name = "anyio"
-version = "3.7.1"
+version = "4.0.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "anyio-4.0.0-py3-none-any.whl", hash = "sha256:cfdb2b588b9fc25ede96d8db56ed50848b0b649dca3dd1df0b11f683bb9e0b5f"},
+    {file = "anyio-4.0.0.tar.gz", hash = "sha256:f7ed51751b2c2add651e5747c891b47e26d2a21be5d32d9311dfe9692f3e5d7a"},
 ]
 
 [package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
-test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (<0.22)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.22)"]
 
 [[package]]
 name = "appdirs"
@@ -206,17 +225,6 @@ files = [
     {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
 ]
 
-[[package]]
-name = "argilla"
-version = "0.0.1"
-description = ""
-optional = false
-python-versions = "*"
-files = [
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-]
-
 [[package]]
 name = "asgiref"
 version = "3.7.2"
@@ -236,30 +244,30 @@ tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
 [[package]]
 name = "asttokens"
-version = "2.2.1"
+version = "2.4.0"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
 ]
 
 [package.dependencies]
-six = "*"
+six = ">=1.12.0"
 
 [package.extras]
 test = ["astroid", "pytest"]
 
 [[package]]
 name = "async-timeout"
-version = "4.0.2"
+version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
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 ]
 
 [[package]]
@@ -316,6 +324,40 @@ files = [
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 ]
 
+[[package]]
+name = "bcrypt"
+version = "4.0.1"
+description = "Modern password hashing for your software and your servers"
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "bcrypt-4.0.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:705b2cea8a9ed3d55b4491887ceadb0106acf7c6387699fca771af56b1cdeeda"},
+    {file = "bcrypt-4.0.1-pp39-pypy39_pp73-manylinux_2_24_x86_64.whl", hash = "sha256:2b3ac11cf45161628f1f3733263e63194f22664bf4d0c0f3ab34099c02134665"},
+    {file = "bcrypt-4.0.1-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:3100851841186c25f127731b9fa11909ab7b1df6fc4b9f8353f4f1fd952fbf71"},
+    {file = "bcrypt-4.0.1.tar.gz", hash = "sha256:27d375903ac8261cfe4047f6709d16f7d18d39b1ec92aaf72af989552a650ebd"},
+]
+
+[package.extras]
+tests = ["pytest (>=3.2.1,!=3.3.0)"]
+typecheck = ["mypy"]
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.2"
@@ -336,33 +378,33 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "23.7.0"
+version = "23.9.1"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -372,7 +414,7 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -380,24 +422,6 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
-[[package]]
-name = "bleach"
-version = "6.0.0"
-description = "An easy safelist-based HTML-sanitizing tool."
-optional = false
-python-versions = ">=3.7"
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-
-[package.dependencies]
-six = ">=1.9.0"
-webencodings = "*"
-
-[package.extras]
-css = ["tinycss2 (>=1.1.0,<1.2)"]
-
 [[package]]
 name = "cachetools"
 version = "5.3.1"
@@ -622,13 +646,13 @@ uvicorn = {version = ">=0.18.3", extras = ["standard"]}
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -650,81 +674,80 @@ click = "*"
 
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+version = "0.6.12"
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 python-versions = "~=3.7"
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 [package.dependencies]
@@ -880,34 +895,34 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -925,13 +940,13 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "ctransformers"
-version = "0.2.18"
+version = "0.2.27"
 description = "Python bindings for the Transformer models implemented in C/C++ using GGML library."
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -939,6 +954,7 @@ huggingface-hub = "*"
 py-cpuinfo = ">=9.0.0,<10.0.0"
 
 [package.extras]
+cuda = ["nvidia-cublas-cu12", "nvidia-cuda-runtime-cu12"]
 gptq = ["exllama (==0.1.0)"]
 tests = ["pytest"]
 
@@ -959,29 +975,29 @@ typing-inspect = ">=0.4.0,<1"
 
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 ]
 
 [[package]]
@@ -1042,13 +1058,13 @@ graph = ["objgraph (>=1.7.2)"]
 
 [[package]]
 name = "diskcache"
-version = "5.6.1"
+version = "5.6.3"
 description = "Disk Cache -- Disk and file backed persistent cache."
 optional = true
 python-versions = ">=3"
 files = [
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 ]
 
 [[package]]
@@ -1064,13 +1080,13 @@ files = [
 
 [[package]]
 name = "dnspython"
-version = "2.4.1"
+version = "2.4.2"
 description = "DNS toolkit"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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 ]
 
 [package.extras]
@@ -1243,30 +1259,47 @@ gmpy = ["gmpy"]
 gmpy2 = ["gmpy2"]
 
 [[package]]
-name = "et-xmlfile"
-version = "1.1.0"
-description = "An implementation of lxml.xmlfile for the standard library"
+name = "emoji"
+version = "2.8.0"
+description = "Emoji for Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
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 ]
 
+[package.extras]
+dev = ["coverage", "coveralls", "pytest"]
+
 [[package]]
 name = "exceptiongroup"
-version = "1.1.2"
+version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.1.2-py3-none-any.whl", hash = "sha256:e346e69d186172ca7cf029c8c1d16235aa0e04035e5750b4b95039e65204328f"},
-    {file = "exceptiongroup-1.1.2.tar.gz", hash = "sha256:12c3e887d6485d16943a309616de20ae5582633e0a2eda17f4e10fd61c1e8af5"},
+    {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
+    {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
 ]
 
 [package.extras]
 test = ["pytest (>=6)"]
 
+[[package]]
+name = "execnet"
+version = "2.0.2"
+description = "execnet: rapid multi-Python deployment"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "execnet-2.0.2-py3-none-any.whl", hash = "sha256:88256416ae766bc9e8895c76a87928c0012183da3cc4fc18016e6f050e025f41"},
+    {file = "execnet-2.0.2.tar.gz", hash = "sha256:cc59bc4423742fd71ad227122eb0dd44db51efb3dc4095b45ac9a08c770096af"},
+]
+
+[package.extras]
+testing = ["hatch", "pre-commit", "pytest", "tox"]
+
 [[package]]
 name = "executing"
 version = "1.2.0"
@@ -1390,18 +1423,19 @@ zstandard = ["zstandard"]
 
 [[package]]
 name = "filelock"
-version = "3.12.2"
+version = "3.12.4"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.12.2-py3-none-any.whl", hash = "sha256:cbb791cdea2a72f23da6ac5b5269ab0a0d161e9ef0100e653b69049a7706d1ec"},
-    {file = "filelock-3.12.2.tar.gz", hash = "sha256:002740518d8aa59a26b0c76e10fb8c6e15eae825d34b6fdf670333fd7b938d81"},
+    {file = "filelock-3.12.4-py3-none-any.whl", hash = "sha256:08c21d87ded6e2b9da6728c3dff51baf1dcecf973b768ef35bcbc3447edb9ad4"},
+    {file = "filelock-3.12.4.tar.gz", hash = "sha256:2e6f249f1f3654291606e046b09f1fd5eac39b360664c27f5aad072012f8bcbd"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1.24)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
+typing = ["typing-extensions (>=4.7.1)"]
 
 [[package]]
 name = "filetype"
@@ -1497,13 +1531,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2023.6.0"
+version = "2023.9.1"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2023.6.0-py3-none-any.whl", hash = "sha256:1cbad1faef3e391fba6dc005ae9b5bdcbf43005c9167ce78c915549c352c869a"},
-    {file = "fsspec-2023.6.0.tar.gz", hash = "sha256:d0b2f935446169753e7a5c5c55681c54ea91996cc67be93c39a154fb3a2742af"},
+    {file = "fsspec-2023.9.1-py3-none-any.whl", hash = "sha256:99a974063b6cced36cfaa61aa8efb05439c6fea2dafe65930e7ab46f9d2f8930"},
+    {file = "fsspec-2023.9.1.tar.gz", hash = "sha256:da8cfe39eeb65aaa69074d5e0e4bbc9b7ef72d69c0587a31cab981eefdb3da13"},
 ]
 
 [package.extras]
@@ -1546,18 +1580,21 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.32"
+version = "3.1.36"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.32-py3-none-any.whl", hash = "sha256:e3d59b1c2c6ebb9dfa7a184daf3b6dd4914237e7488a1730a6d8f6f5d0b4187f"},
-    {file = "GitPython-3.1.32.tar.gz", hash = "sha256:8d9b8cb1e80b9735e8717c9362079d3ce4c6e5ddeebedd0361b228c3a67a62f6"},
+    {file = "GitPython-3.1.36-py3-none-any.whl", hash = "sha256:8d22b5cfefd17c79914226982bb7851d6ade47545b1735a9d010a2a4c26d8388"},
+    {file = "GitPython-3.1.36.tar.gz", hash = "sha256:4bb0c2a6995e85064140d31a33289aa5dce80133a23d36fcd372d716c54d3ebf"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
+[package.extras]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-sugar", "virtualenv"]
+
 [[package]]
 name = "google-api-core"
 version = "2.11.1"
@@ -1584,13 +1621,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.95.0"
+version = "2.100.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-python-client-2.95.0.tar.gz", hash = "sha256:d2731ede12f79e53fbe11fdb913dfe986440b44c0a28431c78a8ec275f4c1541"},
-    {file = "google_api_python_client-2.95.0-py2.py3-none-any.whl", hash = "sha256:a8aab2da678f42a01f2f52108f787fef4310f23f9dd917c4e64664c3f0c885ba"},
+    {file = "google-api-python-client-2.100.0.tar.gz", hash = "sha256:eaed50efc2f8a4027dcca8fd0037f4b1b03b8093efc84ce3cb6c75bfc79a7e31"},
+    {file = "google_api_python_client-2.100.0-py2.py3-none-any.whl", hash = "sha256:226ca35355993d6182506c51745ab5149405cdf6a92975b2725ab3e0d757dbe9"},
 ]
 
 [package.dependencies]
@@ -1602,20 +1639,19 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.22.0"
+version = "2.23.0"
 description = "Google Authentication Library"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.22.0.tar.gz", hash = "sha256:164cba9af4e6e4e40c3a4f90a1a6c12ee56f14c0b4868d1ca91b32826ab334ce"},
-    {file = "google_auth-2.22.0-py2.py3-none-any.whl", hash = "sha256:d61d1b40897407b574da67da1a833bdc10d5a11642566e506565d1b1a46ba873"},
+    {file = "google-auth-2.23.0.tar.gz", hash = "sha256:753a26312e6f1eaeec20bc6f2644a10926697da93446e1f8e24d6d32d45a922a"},
+    {file = "google_auth-2.23.0-py2.py3-none-any.whl", hash = "sha256:2cec41407bd1e207f5b802638e32bb837df968bb5c05f413d0fa526fac4cf7a7"},
 ]
 
 [package.dependencies]
 cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
-six = ">=1.9.0"
 urllib3 = "<2.0"
 
 [package.extras]
@@ -1627,29 +1663,28 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-auth-httplib2"
-version = "0.1.0"
+version = "0.1.1"
 description = "Google Authentication Library: httplib2 transport"
 optional = false
 python-versions = "*"
 files = [
-    {file = "google-auth-httplib2-0.1.0.tar.gz", hash = "sha256:a07c39fd632becacd3f07718dfd6021bf396978f03ad3ce4321d060015cc30ac"},
-    {file = "google_auth_httplib2-0.1.0-py2.py3-none-any.whl", hash = "sha256:31e49c36c6b5643b57e82617cb3e021e3e1d2df9da63af67252c02fa9c1f4a10"},
+    {file = "google-auth-httplib2-0.1.1.tar.gz", hash = "sha256:c64bc555fdc6dd788ea62ecf7bccffcf497bf77244887a3f3d7a5a02f8e3fc29"},
+    {file = "google_auth_httplib2-0.1.1-py2.py3-none-any.whl", hash = "sha256:42c50900b8e4dcdf8222364d1f0efe32b8421fb6ed72f2613f12f75cc933478c"},
 ]
 
 [package.dependencies]
 google-auth = "*"
-httplib2 = ">=0.15.0"
-six = "*"
+httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.29.0"
+version = "1.33.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-aiplatform-1.29.0.tar.gz", hash = "sha256:fceabb924d2d26057e3c8c5c2e251929389aa6d553361377bc402781150c0db3"},
-    {file = "google_cloud_aiplatform-1.29.0-py2.py3-none-any.whl", hash = "sha256:cf81c1d93c61ccf3df60a65e3a5a1e465e044059d36b6fc1202b940c46c4c1e1"},
+    {file = "google-cloud-aiplatform-1.33.0.tar.gz", hash = "sha256:a41c2a32ff6f4f6b85b86cf04d53cab3d4d96a40b2d0fd1b861a8afeeb8681d1"},
+    {file = "google_cloud_aiplatform-1.33.0-py2.py3-none-any.whl", hash = "sha256:4d90d740e2b475fcd1138c413ce484232d8a3e67131dedfa9dce4f666325d962"},
 ]
 
 [package.dependencies]
@@ -1665,17 +1700,19 @@ shapely = "<2.0.0"
 [package.extras]
 autologging = ["mlflow (>=1.27.0,<=2.1.1)"]
 cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
-datasets = ["pyarrow (>=3.0.0,<8.0dev)"]
+datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
-full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.76.0)", "google-cloud-bigquery-storage", "google-vizier (==0.0.4)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3,<7)", "requests (>=2.28.1)", "starlette (>=0.17.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)"]
+full = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.103.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (==0.0.4)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "importlib-metadata (<7.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (==5.3.1)", "ray[default] (>=2.4,<2.5)", "ray[default] (>=2.5,<2.5.1)", "requests (>=2.28.1)", "starlette (>=0.17.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)"]
 lit = ["explainable-ai-sdk (>=1.0.0)", "lit-nlp (==0.4.0)", "pandas (>=1.0.0)", "tensorflow (>=2.3.0,<3.0.0dev)"]
 metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
-pipelines = ["pyyaml (>=5.3,<7)"]
-prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<0.76.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
+pipelines = ["pyyaml (==5.3.1)"]
+prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<0.103.1)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
+preview = ["cloudpickle (<3.0)", "google-cloud-logging (<4.0)", "importlib-metadata (<7.0)"]
 private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
+ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "ray[default] (>=2.4,<2.5)", "ray[default] (>=2.5,<2.5.1)"]
 tensorboard = ["tensorflow (>=2.3.0,<3.0.0dev)"]
-testing = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.76.0)", "google-cloud-bigquery-storage", "google-vizier (==0.0.4)", "grpcio-testing", "ipython", "kfp", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3,<7)", "requests (>=2.28.1)", "scikit-learn", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
-vizier = ["google-vizier (==0.0.4)"]
+testing = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.103.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (==0.0.4)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "importlib-metadata (<7.0)", "ipython", "kfp", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (==5.3.1)", "ray[default] (>=2.4,<2.5)", "ray[default] (>=2.5,<2.5.1)", "requests (>=2.28.1)", "scikit-learn", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<2.13.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch", "torch (>=2.0.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost", "xgboost-ray"]
+vizier = ["google-vizier (==0.0.4)", "google-vizier (>=0.1.6)"]
 xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
 
 [[package]]
@@ -1730,13 +1767,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)"]
 
 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.10.3"
+version = "1.10.4"
 description = "Google Cloud Resource Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-resource-manager-1.10.3.tar.gz", hash = "sha256:f80efcea36f10c5a81889afe93910926e3978b4b1ceeb82f563a2fc863072d14"},
-    {file = "google_cloud_resource_manager-1.10.3-py2.py3-none-any.whl", hash = "sha256:1381a4b0f522248ebe0ebd1289d8822b99c54f4e1fe03924a6e723b2ed93dd7f"},
+    {file = "google-cloud-resource-manager-1.10.4.tar.gz", hash = "sha256:456b25ddda3d4cd27488a72736bbc3af04d713ae2fe3655c01b66a339d28d679"},
+    {file = "google_cloud_resource_manager-1.10.4-py2.py3-none-any.whl", hash = "sha256:2ba56ba8e5280cd425bd63620da48b78da2cd299ece58a71f0f2ce3a32d56f99"},
 ]
 
 [package.dependencies]
@@ -1848,20 +1885,20 @@ testing = ["pytest"]
 
 [[package]]
 name = "google-resumable-media"
-version = "2.5.0"
+version = "2.6.0"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "google-resumable-media-2.5.0.tar.gz", hash = "sha256:218931e8e2b2a73a58eb354a288e03a0fd5fb1c4583261ac6e4c078666468c93"},
-    {file = "google_resumable_media-2.5.0-py2.py3-none-any.whl", hash = "sha256:da1bd943e2e114a56d85d6848497ebf9be6a14d3db23e9fc57581e7c3e8170ec"},
+    {file = "google-resumable-media-2.6.0.tar.gz", hash = "sha256:972852f6c65f933e15a4a210c2b96930763b47197cdf4aa5f5bea435efb626e7"},
+    {file = "google_resumable_media-2.6.0-py2.py3-none-any.whl", hash = "sha256:fc03d344381970f79eebb632a3c18bb1828593a2dc5572b5f90115ef7d11e81b"},
 ]
 
 [package.dependencies]
 google-crc32c = ">=1.0,<2.0dev"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "google-auth (>=1.22.0,<2.0dev)"]
 requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
@@ -1897,18 +1934,18 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "gotrue"
-version = "1.0.2"
+version = "1.1.0"
 description = "Python Client Library for GoTrue"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "gotrue-1.0.2-py3-none-any.whl", hash = "sha256:5377e7fd316b77df7be9e0c3c017d338bed2ba2e95a99fb44374b523d167ec65"},
-    {file = "gotrue-1.0.2.tar.gz", hash = "sha256:9ad9b2536ca68676cf37dc663b64f259956826075e80a9cb3f5a3ba150355811"},
+    {file = "gotrue-1.1.0-py3-none-any.whl", hash = "sha256:ce60638cf56f07cc01580f63ade1299d7a2bbc636c48b0f3a026d8f265d982b4"},
+    {file = "gotrue-1.1.0.tar.gz", hash = "sha256:7954683d140a58fb906b8eb8f555ac39a888ba985f9bffe481d12ac1437ad46a"},
 ]
 
 [package.dependencies]
 httpx = ">=0.23,<0.25"
-pydantic = ">=1.10.0,<2.0.0"
+pydantic = ">=1.10,<3"
 
 [[package]]
 name = "greenlet"
@@ -2433,13 +2470,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.0.0"
+version = "6.0.1"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.0.0-py3-none-any.whl", hash = "sha256:d952faee11004c045f785bb5636e8f885bed30dc3c940d5d42798a2a4541c185"},
-    {file = "importlib_resources-6.0.0.tar.gz", hash = "sha256:4cf94875a8368bd89531a756df9a9ebe1f150e0f885030b461237bc7f2d905f2"},
+    {file = "importlib_resources-6.0.1-py3-none-any.whl", hash = "sha256:134832a506243891221b88b4ae1213327eea96ceb4e407a00d790bb0626f45cf"},
+    {file = "importlib_resources-6.0.1.tar.gz", hash = "sha256:4359457e42708462b9626a04657c6208ad799ceb41e5c58c57ffa0e6a098a5d4"},
 ]
 
 [package.dependencies]
@@ -2473,13 +2510,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.25.0"
+version = "6.25.2"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.25.0-py3-none-any.whl", hash = "sha256:f0042e867ac3f6bca1679e6a88cbd6a58ed93a44f9d0866aecde6efe8de76659"},
-    {file = "ipykernel-6.25.0.tar.gz", hash = "sha256:e342ce84712861be4b248c4a73472be4702c1b0dd77448bfd6bcfb3af9d5ddf9"},
+    {file = "ipykernel-6.25.2-py3-none-any.whl", hash = "sha256:2e2ee359baba19f10251b99415bb39de1e97d04e1fab385646f24f0596510b77"},
+    {file = "ipykernel-6.25.2.tar.gz", hash = "sha256:f468ddd1f17acb48c8ce67fcfa49ba6d46d4f9ac0438c1f441be7c3d1372230b"},
 ]
 
 [package.dependencies]
@@ -2506,13 +2543,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.14.0"
+version = "8.15.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "ipython-8.14.0-py3-none-any.whl", hash = "sha256:248aca623f5c99a6635bc3857677b7320b9b8039f99f070ee0d20a5ca5a8e6bf"},
-    {file = "ipython-8.14.0.tar.gz", hash = "sha256:1d197b907b6ba441b692c48cf2a3a2de280dc0ac91a3405b39349a50272ca0a1"},
+    {file = "ipython-8.15.0-py3-none-any.whl", hash = "sha256:45a2c3a529296870a97b7de34eda4a31bee16bc7bf954e07d39abe49caf8f887"},
+    {file = "ipython-8.15.0.tar.gz", hash = "sha256:2baeb5be6949eeebf532150f81746f8333e2ccce02de1c7eedde3f23ed5e9f1e"},
 ]
 
 [package.dependencies]
@@ -2520,6 +2557,7 @@ appnope = {version = "*", markers = "sys_platform == \"darwin\""}
 backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
@@ -2531,9 +2569,9 @@ traitlets = ">=5"
 typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
-all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
@@ -2778,24 +2816,24 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.3.1"
+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "joblib-1.3.1-py3-none-any.whl", hash = "sha256:89cf0529520e01b3de7ac7b74a8102c90d16d54c64b5dd98cafcd14307fdf915"},
-    {file = "joblib-1.3.1.tar.gz", hash = "sha256:1f937906df65329ba98013dc9692fe22a4c5e4a648112de500508b18a21b41e3"},
+    {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
+    {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
 ]
 
 [[package]]
 name = "jupyter-client"
-version = "8.3.0"
+version = "8.3.1"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.3.0-py3-none-any.whl", hash = "sha256:7441af0c0672edc5d28035e92ba5e32fadcfa8a4e608a434c228836a89df6158"},
-    {file = "jupyter_client-8.3.0.tar.gz", hash = "sha256:3af69921fe99617be1670399a0b857ad67275eefcfa291e2c81a160b7b650f5f"},
+    {file = "jupyter_client-8.3.1-py3-none-any.whl", hash = "sha256:5eb9f55eb0650e81de6b7e34308d8b92d04fe4ec41cd8193a913979e33d8e1a5"},
+    {file = "jupyter_client-8.3.1.tar.gz", hash = "sha256:60294b2d5b869356c893f57b1a877ea6510d60d45cf4b38057f1672d85699ac9"},
 ]
 
 [package.dependencies]
@@ -2855,39 +2893,38 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 
 [[package]]
 name = "langchain"
-version = "0.0.250"
+version = "0.0.274"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain-0.0.250-py3-none-any.whl", hash = "sha256:65b3520f507e848edd88a35a70700971bbbf822fda65f621ccf44a3bb36ad03a"},
-    {file = "langchain-0.0.250.tar.gz", hash = "sha256:1b5775d6a472f633bb06e794f58cb6ff5d1eeb2da603b64a6a15013f8f61ee3f"},
+    {file = "langchain-0.0.274-py3-none-any.whl", hash = "sha256:402e0518a2e3183498158c159cd50f7d13e948908430f682eebe2741a51ebc2a"},
+    {file = "langchain-0.0.274.tar.gz", hash = "sha256:adc2cf9993765c9d241aae6079497b0f62090bebff05aa985dd92e1b10b8cacb"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.6.0"
-langsmith = ">=0.0.11,<0.1.0"
+langsmith = ">=0.0.21,<0.1.0"
 numexpr = ">=2.8.4,<3.0.0"
 numpy = ">=1,<2"
-openapi-schema-pydantic = ">=1.2,<2.0"
-pydantic = ">=1,<2"
-PyYAML = ">=5.4.1"
+pydantic = ">=1,<3"
+PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
-all = ["O365 (>=2.0.26,<3.0.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "amadeus (>=8.1.0)", "anthropic (>=0.3,<0.4)", "arxiv (>=1.4,<2.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "awadb (>=0.3.9,<0.4.0)", "azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "beautifulsoup4 (>=4,<5)", "clarifai (>=9.1.0)", "clickhouse-connect (>=0.5.14,<0.6.0)", "cohere (>=4,<5)", "deeplake (>=3.6.8,<4.0.0)", "docarray[hnswlib] (>=0.32.0,<0.33.0)", "duckduckgo-search (>=3.8.3,<4.0.0)", "elasticsearch (>=8,<9)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "google-api-python-client (==2.70.0)", "google-auth (>=2.18.1,<3.0.0)", "google-search-results (>=2,<3)", "gptcache (>=0.1.7)", "html2text (>=2020.1.16,<2021.0.0)", "huggingface_hub (>=0,<1)", "jina (>=3.14,<4.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lancedb (>=0.1,<0.2)", "langkit (>=0.0.6,<0.1.0)", "lark (>=1.1.5,<2.0.0)", "libdeeplake (>=0.0.60,<0.0.61)", "librosa (>=0.10.0.post2,<0.11.0)", "lxml (>=4.9.2,<5.0.0)", "manifest-ml (>=0.0.1,<0.0.2)", "marqo (>=0.11.0,<0.12.0)", "momento (>=1.5.0,<2.0.0)", "nebula3-python (>=3.4.0,<4.0.0)", "neo4j (>=5.8.1,<6.0.0)", "networkx (>=2.6.3,<3.0.0)", "nlpcloud (>=1,<2)", "nltk (>=3,<4)", "nomic (>=1.0.43,<2.0.0)", "octoai-sdk (>=0.1.1,<0.2.0)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "opensearch-py (>=2.0.0,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pexpect (>=4.8.0,<5.0.0)", "pgvector (>=0.1.6,<0.2.0)", "pinecone-client (>=2,<3)", "pinecone-text (>=0.4.2,<0.5.0)", "psycopg2-binary (>=2.9.5,<3.0.0)", "pymongo (>=4.3.3,<5.0.0)", "pyowm (>=3.3.0,<4.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pytesseract (>=0.3.10,<0.4.0)", "python-arango (>=7.5.9,<8.0.0)", "pyvespa (>=0.33.0,<0.34.0)", "qdrant-client (>=1.3.1,<2.0.0)", "rdflib (>=6.3.2,<7.0.0)", "redis (>=4,<5)", "requests-toolbelt (>=1.0.0,<2.0.0)", "sentence-transformers (>=2,<3)", "singlestoredb (>=0.7.1,<0.8.0)", "spacy (>=3,<4)", "steamship (>=2.16.9,<3.0.0)", "tensorflow-text (>=2.11.0,<3.0.0)", "tigrisdb (>=1.0.0b6,<2.0.0)", "tiktoken (>=0.3.2,<0.4.0)", "torch (>=1,<3)", "transformers (>=4,<5)", "weaviate-client (>=3,<4)", "wikipedia (>=1,<2)", "wolframalpha (==5.0.0)", "xinference (>=0.0.6,<0.0.7)"]
-azure = ["azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-core (>=1.26.4,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "azure-search-documents (==11.4.0b6)", "openai (>=0,<1)"]
+all = ["O365 (>=2.0.26,<3.0.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "amadeus (>=8.1.0)", "arxiv (>=1.4,<2.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "awadb (>=0.3.9,<0.4.0)", "azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "beautifulsoup4 (>=4,<5)", "clarifai (>=9.1.0)", "clickhouse-connect (>=0.5.14,<0.6.0)", "cohere (>=4,<5)", "deeplake (>=3.6.8,<4.0.0)", "docarray[hnswlib] (>=0.32.0,<0.33.0)", "duckduckgo-search (>=3.8.3,<4.0.0)", "elasticsearch (>=8,<9)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "google-api-python-client (==2.70.0)", "google-auth (>=2.18.1,<3.0.0)", "google-search-results (>=2,<3)", "gptcache (>=0.1.7)", "html2text (>=2020.1.16,<2021.0.0)", "huggingface_hub (>=0,<1)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lancedb (>=0.1,<0.2)", "langkit (>=0.0.6,<0.1.0)", "lark (>=1.1.5,<2.0.0)", "libdeeplake (>=0.0.60,<0.0.61)", "librosa (>=0.10.0.post2,<0.11.0)", "lxml (>=4.9.2,<5.0.0)", "manifest-ml (>=0.0.1,<0.0.2)", "marqo (>=1.2.4,<2.0.0)", "momento (>=1.5.0,<2.0.0)", "nebula3-python (>=3.4.0,<4.0.0)", "neo4j (>=5.8.1,<6.0.0)", "networkx (>=2.6.3,<3.0.0)", "nlpcloud (>=1,<2)", "nltk (>=3,<4)", "nomic (>=1.0.43,<2.0.0)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "opensearch-py (>=2.0.0,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pexpect (>=4.8.0,<5.0.0)", "pgvector (>=0.1.6,<0.2.0)", "pinecone-client (>=2,<3)", "pinecone-text (>=0.4.2,<0.5.0)", "psycopg2-binary (>=2.9.5,<3.0.0)", "pymongo (>=4.3.3,<5.0.0)", "pyowm (>=3.3.0,<4.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pytesseract (>=0.3.10,<0.4.0)", "python-arango (>=7.5.9,<8.0.0)", "pyvespa (>=0.33.0,<0.34.0)", "qdrant-client (>=1.3.1,<2.0.0)", "rdflib (>=6.3.2,<7.0.0)", "redis (>=4,<5)", "requests-toolbelt (>=1.0.0,<2.0.0)", "sentence-transformers (>=2,<3)", "singlestoredb (>=0.7.1,<0.8.0)", "tensorflow-text (>=2.11.0,<3.0.0)", "tigrisdb (>=1.0.0b6,<2.0.0)", "tiktoken (>=0.3.2,<0.4.0)", "torch (>=1,<3)", "transformers (>=4,<5)", "weaviate-client (>=3,<4)", "wikipedia (>=1,<2)", "wolframalpha (==5.0.0)"]
+azure = ["azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-core (>=1.26.4,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "azure-search-documents (==11.4.0b8)", "openai (>=0,<1)"]
 clarifai = ["clarifai (>=9.1.0)"]
 cohere = ["cohere (>=4,<5)"]
 docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
 embeddings = ["sentence-transformers (>=2,<3)"]
-extended-testing = ["atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.0.7,<0.0.8)", "chardet (>=5.1.0,<6.0.0)", "esprima (>=4.0.1,<5.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "openai (>=0,<1)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "xinference (>=0.0.6,<0.0.7)", "zep-python (>=0.32)"]
+extended-testing = ["amazon-textract-caller (<2)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.0.7,<0.0.8)", "chardet (>=5.1.0,<6.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "markdownify (>=0.11.6,<0.12.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "openai (>=0,<1)", "openapi-schema-pydantic (>=1.2,<2.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
 javascript = ["esprima (>=4.0.1,<5.0.0)"]
-llms = ["anthropic (>=0.3,<0.4)", "clarifai (>=9.1.0)", "cohere (>=4,<5)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openllm (>=0.1.19)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)", "xinference (>=0.0.6,<0.0.7)"]
+llms = ["clarifai (>=9.1.0)", "cohere (>=4,<5)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
 openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.4.0)"]
 qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
@@ -2908,17 +2945,17 @@ langchain = ">=0.0.239"
 
 [[package]]
 name = "langchain-serve"
-version = "0.0.58"
+version = "0.0.61"
 description = "Langchain Serve - serve your langchain apps on Jina AI Cloud."
 optional = true
 python-versions = "*"
 files = [
-    {file = "langchain-serve-0.0.58.tar.gz", hash = "sha256:9ec65c8eeda9f777fb8b79117d92839873b10030fd832184ba891d4d3a065fff"},
+    {file = "langchain-serve-0.0.61.tar.gz", hash = "sha256:f13d8b84f46b3789e7813deba798c04fa1d0a155bf5e1bf8b9addb7d6c01614c"},
 ]
 
 [package.dependencies]
 click = "*"
-jcloud = ">=0.2.13"
+jcloud = ">=0.2.16"
 jina = "3.15.2"
 jina-hubble-sdk = "*"
 langchain = "*"
@@ -2931,19 +2968,39 @@ toml = "*"
 [package.extras]
 test = ["psutil", "pytest", "pytest-asyncio"]
 
+[[package]]
+name = "langfuse"
+version = "1.0.24"
+description = "A client library for accessing langfuse"
+optional = false
+python-versions = ">=3.8.1,<4.0"
+files = [
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+    {file = "langfuse-1.0.24.tar.gz", hash = "sha256:f11c448d1e32f1b4e25df5eaf902cb104f74aa6a3a7f91267504121dc57fcb82"},
+]
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+[package.dependencies]
+attrs = ">=21.3.0"
+backoff = ">=2.2.1,<3.0.0"
+httpx = ">=0.15.4,<0.25.0"
+langchain = ">=0.0.237,<1.0"
+pydantic = ">=1.10.7,<2.0"
+python-dateutil = ">=2.8.0,<3.0"
+pytz = ">=2023.3,<2024.0"
+
 [[package]]
 name = "langsmith"
-version = "0.0.18"
+version = "0.0.38"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langsmith-0.0.18-py3-none-any.whl", hash = "sha256:58f3eb029495e3696c3c94c95adfb2dd15043d82928ef932a7829fe020ad5522"},
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+    {file = "langsmith-0.0.38-py3-none-any.whl", hash = "sha256:3bdb107d7b847e0f42a89ce67080aad086db230dec9647b13eb7af37e3d8ff1d"},
+    {file = "langsmith-0.0.38.tar.gz", hash = "sha256:508f2a949135055f27d82848ad4dc37b3c2f00f5e05e5296883c65ef528b148f"},
 ]
 
 [package.dependencies]
-pydantic = ">=1,<2"
+pydantic = ">=1,<3"
 requests = ">=2,<3"
 
 [[package]]
@@ -2968,12 +3025,12 @@ test = ["coverage", "pytest", "pytest-cov"]
 
 [[package]]
 name = "llama-cpp-python"
-version = "0.1.77"
+version = "0.1.85"
 description = "A Python wrapper for llama.cpp"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "llama_cpp_python-0.1.77.tar.gz", hash = "sha256:76c7fae8f5386edecf38cb149bf119127e1208883f0456c6998465648d6c242e"},
+    {file = "llama_cpp_python-0.1.85.tar.gz", hash = "sha256:9ad2269f47a5fac10e78565e0b4078ea6b8d56ddd3b78892967da4739684db2b"},
 ]
 
 [package.dependencies]
@@ -2986,13 +3043,13 @@ server = ["fastapi (>=0.100.0)", "pydantic-settings (>=2.0.1)", "sse-starlette (
 
 [[package]]
 name = "loguru"
-version = "0.7.0"
+version = "0.7.2"
 description = "Python logging made (stupidly) simple"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "loguru-0.7.0-py3-none-any.whl", hash = "sha256:b93aa30099fa6860d4727f1b81f8718e965bb96253fa190fab2077aaad6d15d3"},
-    {file = "loguru-0.7.0.tar.gz", hash = "sha256:1612053ced6ae84d7959dd7d5e431a0532642237ec21f7fd83ac73fe539e03e1"},
+    {file = "loguru-0.7.2-py3-none-any.whl", hash = "sha256:003d71e3d3ed35f0f8984898359d65b79e5b21943f78af86aa5491210429b8eb"},
+    {file = "loguru-0.7.2.tar.gz", hash = "sha256:e671a53522515f34fd406340ee968cb9ecafbc4b36c679da03c18fd8d0bd51ac"},
 ]
 
 [package.dependencies]
@@ -3000,7 +3057,7 @@ colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
 win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegun (==1.1.0)", "freezegun (==1.2.2)", "mypy (==v0.910)", "mypy (==v0.971)", "mypy (==v0.990)", "pre-commit (==3.2.1)", "pytest (==6.1.2)", "pytest (==7.2.1)", "pytest-cov (==2.12.1)", "pytest-cov (==4.0.0)", "pytest-mypy-plugins (==1.10.1)", "pytest-mypy-plugins (==1.9.3)", "sphinx-autobuild (==2021.3.14)", "sphinx-rtd-theme (==1.2.0)", "tox (==3.27.1)", "tox (==4.4.6)"]
+dev = ["Sphinx (==7.2.5)", "colorama (==0.4.5)", "colorama (==0.4.6)", "exceptiongroup (==1.1.3)", "freezegun (==1.1.0)", "freezegun (==1.2.2)", "mypy (==v0.910)", "mypy (==v0.971)", "mypy (==v1.4.1)", "mypy (==v1.5.1)", "pre-commit (==3.4.0)", "pytest (==6.1.2)", "pytest (==7.4.0)", "pytest-cov (==2.12.1)", "pytest-cov (==4.1.0)", "pytest-mypy-plugins (==1.9.3)", "pytest-mypy-plugins (==3.0.0)", "sphinx-autobuild (==2021.3.14)", "sphinx-rtd-theme (==1.3.0)", "tox (==3.27.1)", "tox (==4.11.0)"]
 
 [[package]]
 name = "lxml"
@@ -3148,22 +3205,23 @@ flake8 = ["flake8"]
 tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
 
 [[package]]
-name = "markdown"
-version = "3.4.4"
-description = "Python implementation of John Gruber's Markdown."
+name = "mako"
+version = "1.2.4"
+description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "Mako-1.2.4-py3-none-any.whl", hash = "sha256:c97c79c018b9165ac9922ae4f32da095ffd3c4e6872b45eded42926deea46818"},
+    {file = "Mako-1.2.4.tar.gz", hash = "sha256:d60a3903dc3bb01a18ad6a89cdbe2e4eadc69c0bc8ef1e3773ba53d44c3f7a34"},
 ]
 
 [package.dependencies]
-importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
+MarkupSafe = ">=0.9.2"
 
 [package.extras]
-docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.0)", "mkdocs-nature (>=0.4)"]
-testing = ["coverage", "pyyaml"]
+babel = ["Babel"]
+lingua = ["lingua"]
+testing = ["pytest"]
 
 [[package]]
 name = "markdown-it-py"
@@ -3195,7 +3253,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -3314,6 +3372,35 @@ files = [
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 ]
 
+[[package]]
+name = "metal-sdk"
+version = "2.1.2"
+description = "SDK for getmetal.io"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "metal_sdk-2.1.2.tar.gz", hash = "sha256:a22895a5babd9c6bdd651ca4289f593ba5eee9742b97d12e6c5a859a3befef96"},
+]
+
+[package.dependencies]
+httpx = "*"
+typing-extensions = "*"
+
+[[package]]
+name = "metaphor-python"
+version = "0.1.16"
+description = "A Python package for the Metaphor API."
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+requests = "*"
+
 [[package]]
 name = "monotonic"
 version = "1.6"
@@ -3353,23 +3440,6 @@ docs = ["sphinx"]
 gmpy = ["gmpy2 (>=2.1.0a4)"]
 tests = ["pytest (>=4.6)"]
 
-[[package]]
-name = "msg-parser"
-version = "1.2.0"
-description = "This module enables reading, parsing and converting Microsoft Outlook MSG E-Mail files."
-optional = false
-python-versions = ">=3.4"
-files = [
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-
-[package.dependencies]
-olefile = ">=0.46"
-
-[package.extras]
-rtf = ["compressed-rtf (>=1.0.5)"]
-
 [[package]]
 name = "multidict"
 version = "6.0.4"
@@ -3483,37 +3553,38 @@ dill = ">=0.3.7"
 
 [[package]]
 name = "mypy"
-version = "1.4.1"
+version = "1.5.1"
 description = "Optional static typing for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -3524,7 +3595,6 @@ typing-extensions = ">=4.1.0"
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
 install-types = ["pip"]
-python2 = ["typed-ast (>=1.4.0,<2)"]
 reports = ["lxml"]
 
 [[package]]
@@ -3540,13 +3610,13 @@ files = [
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.7"
+version = "1.5.8"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
@@ -3567,6 +3637,31 @@ doc = ["nb2plots (>=0.6)", "numpydoc (>=1.5)", "pillow (>=9.4)", "pydata-sphinx-
 extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.10)", "sympy (>=1.10)"]
 test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
+[[package]]
+name = "nh3"
+version = "0.2.14"
+description = "Ammonia HTML sanitizer Python binding"
+optional = false
+python-versions = "*"
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 [[package]]
 name = "nltk"
 version = "3.8.1"
@@ -3594,41 +3689,41 @@ twitter = ["twython"]
 
 [[package]]
 name = "numexpr"
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+version = "2.8.6"
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 ]
 
 [package.dependencies]
@@ -3636,46 +3731,43 @@ numpy = ">=1.13.3"
 
 [[package]]
 name = "numpy"
-version = "1.25.2"
+version = "1.26.0"
 description = "Fundamental package for array computing in Python"
 optional = false
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 ]
 
 [[package]]
@@ -3721,13 +3813,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "0.27.8"
+version = "0.27.10"
 description = "Python client library for the OpenAI API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -3741,43 +3833,15 @@ dev = ["black (>=21.6b0,<22.0)", "pytest (==6.*)", "pytest-asyncio", "pytest-moc
 embeddings = ["matplotlib", "numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "plotly", "scikit-learn (>=1.0.2)", "scipy", "tenacity (>=8.0.1)"]
 wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"]
 
-[[package]]
-name = "openapi-schema-pydantic"
-version = "1.2.4"
-description = "OpenAPI (v3) specification schema as pydantic class"
-optional = false
-python-versions = ">=3.6.1"
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-
-[package.dependencies]
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-
-[package.dependencies]
-et-xmlfile = "*"
-
 [[package]]
 name = "opentelemetry-api"
-version = "1.19.0"
+version = "1.20.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3786,42 +3850,43 @@ importlib-metadata = ">=6.0,<7.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp"
-version = "1.19.0"
+version = "1.20.0"
 description = "OpenTelemetry Collector Exporters"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-exporter-otlp-proto-grpc = "1.19.0"
-opentelemetry-exporter-otlp-proto-http = "1.19.0"
+opentelemetry-exporter-otlp-proto-grpc = "1.20.0"
+opentelemetry-exporter-otlp-proto-http = "1.20.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.19.0"
+version = "1.20.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "opentelemetry_exporter_otlp_proto_common-1.20.0.tar.gz", hash = "sha256:df60c681bd61812e50b3a39a7a1afeeb6d4066117583249fcc262269374e7a49"},
 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.19.0"
+backoff = {version = ">=1.10.0,<3.0.0", markers = "python_version >= \"3.7\""}
+opentelemetry-proto = "1.20.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.19.0"
+version = "1.20.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.20.0.tar.gz", hash = "sha256:6c06d43c3771bda1795226e327722b4b980fa1ca1ec9e985f2ef3e29795bdd52"},
 ]
 
 [package.dependencies]
@@ -3830,22 +3895,22 @@ deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.0.0,<2.0.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.19.0"
-opentelemetry-proto = "1.19.0"
-opentelemetry-sdk = ">=1.19.0,<1.20.0"
+opentelemetry-exporter-otlp-proto-common = "1.20.0"
+opentelemetry-proto = "1.20.0"
+opentelemetry-sdk = ">=1.20.0,<1.21.0"
 
 [package.extras]
 test = ["pytest-grpc"]
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
-version = "1.19.0"
+version = "1.20.0"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "opentelemetry_exporter_otlp_proto_http-1.19.0.tar.gz", hash = "sha256:7c8d2c1268cef4d9c1b13a1399f510e3c3dbb88c52f54597d487a128a23b681e"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.20.0-py3-none-any.whl", hash = "sha256:03f6e768ad25f1c3a9586e8c695db4a4adf978f8546a1285fa962e16bfbb0bd6"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.20.0.tar.gz", hash = "sha256:500f42821420fdf0759193d6438edc0f4e984a83e14c08a23023c06a188861b4"},
 ]
 
 [package.dependencies]
@@ -3853,9 +3918,9 @@ backoff = {version = ">=1.10.0,<3.0.0", markers = "python_version >= \"3.7\""}
 deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.19.0"
-opentelemetry-proto = "1.19.0"
-opentelemetry-sdk = ">=1.19.0,<1.20.0"
+opentelemetry-exporter-otlp-proto-common = "1.20.0"
+opentelemetry-proto = "1.20.0"
+opentelemetry-sdk = ">=1.20.0,<1.21.0"
 requests = ">=2.7,<3.0"
 
 [package.extras]
@@ -3879,13 +3944,13 @@ prometheus-client = ">=0.5.0,<1.0.0"
 
 [[package]]
 name = "opentelemetry-instrumentation"
-version = "0.40b0"
+version = "0.41b0"
 description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_instrumentation-0.40b0-py3-none-any.whl", hash = "sha256:789d3726e698aa9526dd247b461b9172f99a4345571546c4aecf40279679fc8e"},
-    {file = "opentelemetry_instrumentation-0.40b0.tar.gz", hash = "sha256:08bebe6a752514ed61e901e9fee5ccf06ae7533074442e707d75bb65f3e0aa17"},
+    {file = "opentelemetry_instrumentation-0.41b0-py3-none-any.whl", hash = "sha256:0ef9e5705ceca0205992a4a845ae4251ce6ec15a1206ca07c2b00afb0c5bd386"},
+    {file = "opentelemetry_instrumentation-0.41b0.tar.gz", hash = "sha256:214382ba10dfd29d4e24898a4c7ef18b7368178a6277a1aec95cdb75cabf4612"},
 ]
 
 [package.dependencies]
@@ -3895,20 +3960,20 @@ wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "opentelemetry-instrumentation-aiohttp-client"
-version = "0.40b0"
+version = "0.41b0"
 description = "OpenTelemetry aiohttp client instrumentation"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_instrumentation_aiohttp_client-0.40b0-py3-none-any.whl", hash = "sha256:195c7089636c7639463fbc588b79bc0cf41dd2971f7da1e99a9d4433249d058d"},
-    {file = "opentelemetry_instrumentation_aiohttp_client-0.40b0.tar.gz", hash = "sha256:4de0a72b922d391183d00e2a1cc32e52b88dd2a6c77311b166e566b125b19943"},
+    {file = "opentelemetry_instrumentation_aiohttp_client-0.41b0-py3-none-any.whl", hash = "sha256:a1d0d18dee5e57cf9187d1a561f9d4ce56d16433231208405458358ff6399a6f"},
+    {file = "opentelemetry_instrumentation_aiohttp_client-0.41b0.tar.gz", hash = "sha256:56fd35e90c2534b2647e7cdd85f34383eddaa300ee51e989c3763dcdb205ca91"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.40b0"
-opentelemetry-semantic-conventions = "0.40b0"
-opentelemetry-util-http = "0.40b0"
+opentelemetry-instrumentation = "0.41b0"
+opentelemetry-semantic-conventions = "0.41b0"
+opentelemetry-util-http = "0.41b0"
 wrapt = ">=1.0.0,<2.0.0"
 
 [package.extras]
@@ -3917,79 +3982,79 @@ test = ["http-server-mock", "opentelemetry-instrumentation-aiohttp-client[instru
 
 [[package]]
 name = "opentelemetry-instrumentation-asgi"
-version = "0.40b0"
+version = "0.41b0"
 description = "ASGI instrumentation for OpenTelemetry"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_instrumentation_asgi-0.40b0-py3-none-any.whl", hash = "sha256:3fc6940bacaccf2d96c24bd937a46dade28b930df8ec4e1231f612f2a66e4496"},
-    {file = "opentelemetry_instrumentation_asgi-0.40b0.tar.gz", hash = "sha256:98678ef9e3856746dd52b11b8c6ce258acc70ecb910c9053ad7aaabab8fa71f2"},
+    {file = "opentelemetry_instrumentation_asgi-0.41b0-py3-none-any.whl", hash = "sha256:46084195fb9c50507abbe1dd490ae4c31c8658c5790f1ddf7af95c417dbe6422"},
+    {file = "opentelemetry_instrumentation_asgi-0.41b0.tar.gz", hash = "sha256:921244138b37a9a25edf2153f1c248f16f98610ee8d840b25fd7bf6b165e4d72"},
 ]
 
 [package.dependencies]
 asgiref = ">=3.0,<4.0"
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.40b0"
-opentelemetry-semantic-conventions = "0.40b0"
-opentelemetry-util-http = "0.40b0"
+opentelemetry-instrumentation = "0.41b0"
+opentelemetry-semantic-conventions = "0.41b0"
+opentelemetry-util-http = "0.41b0"
 
 [package.extras]
 instruments = ["asgiref (>=3.0,<4.0)"]
-test = ["opentelemetry-instrumentation-asgi[instruments]", "opentelemetry-test-utils (==0.40b0)"]
+test = ["opentelemetry-instrumentation-asgi[instruments]", "opentelemetry-test-utils (==0.41b0)"]
 
 [[package]]
 name = "opentelemetry-instrumentation-fastapi"
-version = "0.40b0"
+version = "0.41b0"
 description = "OpenTelemetry FastAPI Instrumentation"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_instrumentation_fastapi-0.40b0-py3-none-any.whl", hash = "sha256:2d71b41b460ebadc347a87ef6c9595864965745a7752b1e08d064eea327e350e"},
-    {file = "opentelemetry_instrumentation_fastapi-0.40b0.tar.gz", hash = "sha256:d97276a4bda9155de74b0761cdf52831d22fb93894b644ebba026501aa6f7a94"},
+    {file = "opentelemetry_instrumentation_fastapi-0.41b0-py3-none-any.whl", hash = "sha256:5990368e99ecc989df0a248a0b9b8e85d8b3eb7c1dbf5131c36982ba7f4a43b7"},
+    {file = "opentelemetry_instrumentation_fastapi-0.41b0.tar.gz", hash = "sha256:eb4ceefe8b944fc9ea5e61fa558b99afd1285431b563f3f0104ac177cde4dfe5"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.40b0"
-opentelemetry-instrumentation-asgi = "0.40b0"
-opentelemetry-semantic-conventions = "0.40b0"
-opentelemetry-util-http = "0.40b0"
+opentelemetry-instrumentation = "0.41b0"
+opentelemetry-instrumentation-asgi = "0.41b0"
+opentelemetry-semantic-conventions = "0.41b0"
+opentelemetry-util-http = "0.41b0"
 
 [package.extras]
 instruments = ["fastapi (>=0.58,<1.0)"]
-test = ["httpx (>=0.22,<1.0)", "opentelemetry-instrumentation-fastapi[instruments]", "opentelemetry-test-utils (==0.40b0)", "requests (>=2.23,<3.0)"]
+test = ["httpx (>=0.22,<1.0)", "opentelemetry-instrumentation-fastapi[instruments]", "opentelemetry-test-utils (==0.41b0)", "requests (>=2.23,<3.0)"]
 
 [[package]]
 name = "opentelemetry-instrumentation-grpc"
-version = "0.40b0"
+version = "0.41b0"
 description = "OpenTelemetry gRPC instrumentation"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_instrumentation_grpc-0.40b0-py3-none-any.whl", hash = "sha256:36904f1c25a29465efcb1cc3f90b5871b462f547cd6ab244c5ea6185872eb507"},
-    {file = "opentelemetry_instrumentation_grpc-0.40b0.tar.gz", hash = "sha256:c8ac3a1db5553f17aa0d071ac0a3f520da0ef1e9c6f1d1625b211fa58b084a7f"},
+    {file = "opentelemetry_instrumentation_grpc-0.41b0-py3-none-any.whl", hash = "sha256:da08f5a545655079bf3333ede05491915e11f04b21e1a511c54f001e7fb9cb22"},
+    {file = "opentelemetry_instrumentation_grpc-0.41b0.tar.gz", hash = "sha256:0a0df7bb974eab9a0b5750410114067602129f3b641b5d73d3f0fb3526be7847"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.40b0"
+opentelemetry-instrumentation = "0.41b0"
 opentelemetry-sdk = ">=1.12,<2.0"
-opentelemetry-semantic-conventions = "0.40b0"
+opentelemetry-semantic-conventions = "0.41b0"
 wrapt = ">=1.0.0,<2.0.0"
 
 [package.extras]
 instruments = ["grpcio (>=1.27,<2.0)"]
-test = ["opentelemetry-instrumentation-grpc[instruments]", "opentelemetry-sdk (>=1.12,<2.0)", "opentelemetry-test-utils (==0.40b0)", "protobuf (>=3.13,<4.0)"]
+test = ["opentelemetry-instrumentation-grpc[instruments]", "opentelemetry-sdk (>=1.12,<2.0)", "opentelemetry-test-utils (==0.41b0)", "protobuf (>=3.13,<4.0)"]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.19.0"
+version = "1.20.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_proto-1.19.0-py3-none-any.whl", hash = "sha256:d06391cb5fa0fab111b42d3adf5f22683748745bd8f59ed4acfd93cfd252b960"},
-    {file = "opentelemetry_proto-1.19.0.tar.gz", hash = "sha256:be53205622d85ecd37ebbf764aed907d87620a45eae638860cb5a778bf900c04"},
+    {file = "opentelemetry_proto-1.20.0-py3-none-any.whl", hash = "sha256:512c3d2c6864fb7547a69577c3907348e6c985b7a204533563cb4c4c5046203b"},
+    {file = "opentelemetry_proto-1.20.0.tar.gz", hash = "sha256:cf01f49b3072ee57468bccb1a4f93bdb55411f4512d0ac3f97c5c04c0040b5a2"},
 ]
 
 [package.dependencies]
@@ -3997,106 +4062,116 @@ protobuf = ">=3.19,<5.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.19.0"
+version = "1.20.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_sdk-1.19.0-py3-none-any.whl", hash = "sha256:bb67ad676b1bc671766a40d7fc9d9563854c186fa11f0dc8fa2284e004bd4263"},
-    {file = "opentelemetry_sdk-1.19.0.tar.gz", hash = "sha256:765928956262c7a7766eaba27127b543fb40ef710499cad075f261f52163a87f"},
+    {file = "opentelemetry_sdk-1.20.0-py3-none-any.whl", hash = "sha256:f2230c276ff4c63ea09b3cb2e2ac6b1265f90af64e8d16bbf275c81a9ce8e804"},
+    {file = "opentelemetry_sdk-1.20.0.tar.gz", hash = "sha256:702e432a457fa717fd2ddfd30640180e69938f85bb7fec3e479f85f61c1843f8"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.19.0"
-opentelemetry-semantic-conventions = "0.40b0"
+opentelemetry-api = "1.20.0"
+opentelemetry-semantic-conventions = "0.41b0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.40b0"
+version = "0.41b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_semantic_conventions-0.40b0-py3-none-any.whl", hash = "sha256:7ebbaf86755a0948902e68637e3ae516c50222c30455e55af154ad3ffe283839"},
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+    {file = "opentelemetry_semantic_conventions-0.41b0-py3-none-any.whl", hash = "sha256:45404391ed9e50998183a4925ad1b497c01c143f06500c3b9c3d0013492bb0f2"},
+    {file = "opentelemetry_semantic_conventions-0.41b0.tar.gz", hash = "sha256:0ce5b040b8a3fc816ea5879a743b3d6fe5db61f6485e4def94c6ee4d402e1eb7"},
 ]
 
 [[package]]
 name = "opentelemetry-util-http"
-version = "0.40b0"
+version = "0.41b0"
 description = "Web util for OpenTelemetry"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "opentelemetry_util_http-0.40b0-py3-none-any.whl", hash = "sha256:7e071110b724a24d70de7441aeb4541bf8495ba5f5c33927e6b806d597379d0f"},
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+    {file = "opentelemetry_util_http-0.41b0-py3-none-any.whl", hash = "sha256:6a167fd1e0e8b0f629530d971165b5d82ed0be2154b7f29498499c3a517edee5"},
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 ]
 
 [[package]]
 name = "orjson"
-version = "3.9.2"
+version = "3.9.3"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [[package]]
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 testing = ["docopt", "pytest (<6.0.0)"]
 
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 ]
 
 [package.extras]
@@ -4345,13 +4395,13 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
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-version = "2.2.2"
+version = "2.2.4"
 description = "Pinecone client and SDK"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -4366,7 +4416,7 @@ typing-extensions = ">=3.7.4"
 urllib3 = ">=1.21.1"
 
 [package.extras]
-grpc = ["googleapis-common-protos (>=1.53.0)", "grpc-gateway-protoc-gen-openapiv2 (==0.1.0)", "grpcio (>=1.44.0)", "lz4 (>=3.1.3)", "protobuf (>=3.19.5,<3.20.0)"]
+grpc = ["googleapis-common-protos (>=1.53.0)", "grpc-gateway-protoc-gen-openapiv2 (==0.1.0)", "grpcio (>=1.44.0)", "lz4 (>=3.1.3)", "protobuf (>=3.20.0,<3.21.0)"]
 
 [[package]]
 name = "pkginfo"
@@ -4399,13 +4449,13 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 
 [[package]]
 name = "pluggy"
-version = "1.2.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -4414,13 +4464,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "portalocker"
-version = "2.7.0"
+version = "2.8.2"
 description = "Wraps the portalocker recipe for easy usage"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -4429,7 +4479,7 @@ pywin32 = {version = ">=226", markers = "platform_system == \"Windows\""}
 [package.extras]
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+tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=6.0.0)", "types-redis"]
 
 [[package]]
 name = "postgrest"
@@ -4450,13 +4500,13 @@ strenum = ">=0.4.9,<0.5.0"
 
 [[package]]
 name = "posthog"
-version = "3.0.1"
+version = "3.0.2"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
 files = [
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 [package.dependencies]
@@ -4575,13 +4625,13 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
 [[package]]
 name = "psycopg"
-version = "3.1.9"
+version = "3.1.10"
 description = "PostgreSQL database adapter for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -4589,145 +4639,143 @@ typing-extensions = ">=4.1"
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 [package.extras]
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-c = ["psycopg-c (==3.1.9)"]
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+c = ["psycopg-c (==3.1.10)"]
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 [[package]]
 name = "psycopg-binary"
-version = "3.1.9"
+version = "3.1.10"
 description = "PostgreSQL database adapter for Python -- C optimisation distribution"
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 python-versions = ">=3.7"
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 [[package]]
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 optional = false
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 ]
 
 [package.dependencies]
@@ -5040,23 +5095,12 @@ dnspython = ">=1.16.0,<3.0.0"
 
 [package.extras]
 aws = ["pymongo-auth-aws (<2.0.0)"]
-encryption = ["pymongo-auth-aws (<2.0.0)", "pymongocrypt (>=1.6.0,<2.0.0)"]
-gssapi = ["pykerberos"]
-ocsp = ["certifi", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
+encryption = ["certifi", "pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
+gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
+ocsp = ["certifi", "cryptography (>=2.5)", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
 snappy = ["python-snappy"]
 zstd = ["zstandard"]
 
-[[package]]
-name = "pypandoc"
-version = "1.11"
-description = "Thin wrapper for pandoc."
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "pypandoc-1.11-py3-none-any.whl", hash = "sha256:b260596934e9cfc6513056110a7c8600171d414f90558bf4407e68b209be8007"},
-    {file = "pypandoc-1.11.tar.gz", hash = "sha256:7f6d68db0e57e0f6961bec2190897118c4d305fc2d31c22cd16037f22ee084a5"},
-]
-
 [[package]]
 name = "pyparsing"
 version = "3.1.1"
@@ -5073,23 +5117,23 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf"
-version = "3.14.0"
+version = "3.16.1"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "pypdf-3.14.0-py3-none-any.whl", hash = "sha256:55a5943d9a598ff6b9d301acf8fa33303656a1ea86fd3d754c6d20d417636c6f"},
-    {file = "pypdf-3.14.0.tar.gz", hash = "sha256:1fb4edffa5d3a448f964d0ad2a31cd8e408ea5d76d45efac042a8c3448c83b0a"},
+    {file = "pypdf-3.16.1-py3-none-any.whl", hash = "sha256:7fc9eac57162c1c4651ffae1ae96dee911d8e75af66e83b2453b2a553a8814cc"},
+    {file = "pypdf-3.16.1.tar.gz", hash = "sha256:aff9540e6c5ec135d6e80943db74257523639325162d00c903ee1e2be84351fc"},
 ]
 
 [package.dependencies]
-typing_extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+typing_extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.10\""}
 
 [package.extras]
-crypto = ["PyCryptodome"]
-dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "wheel"]
+crypto = ["PyCryptodome", "cryptography"]
+dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "wheel"]
 docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
-full = ["Pillow (>=8.0.0)", "PyCryptodome"]
+full = ["Pillow (>=8.0.0)", "PyCryptodome", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
 
 [[package]]
@@ -5118,13 +5162,13 @@ chardet = "*"
 
 [[package]]
 name = "pytest"
-version = "7.4.0"
+version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.4.0-py3-none-any.whl", hash = "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32"},
-    {file = "pytest-7.4.0.tar.gz", hash = "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"},
+    {file = "pytest-7.4.2-py3-none-any.whl", hash = "sha256:1d881c6124e08ff0a1bb75ba3ec0bfd8b5354a01c194ddd5a0a870a48d99b002"},
+    {file = "pytest-7.4.2.tar.gz", hash = "sha256:a766259cfab564a2ad52cb1aae1b881a75c3eb7e34ca3779697c23ed47c47069"},
 ]
 
 [package.dependencies]
@@ -5156,6 +5200,62 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
 
+[[package]]
+name = "pytest-mock"
+version = "3.11.1"
+description = "Thin-wrapper around the mock package for easier use with pytest"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pytest-mock-3.11.1.tar.gz", hash = "sha256:7f6b125602ac6d743e523ae0bfa71e1a697a2f5534064528c6ff84c2f7c2fc7f"},
+    {file = "pytest_mock-3.11.1-py3-none-any.whl", hash = "sha256:21c279fff83d70763b05f8874cc9cfb3fcacd6d354247a976f9529d19f9acf39"},
+]
+
+[package.dependencies]
+pytest = ">=5.0"
+
+[package.extras]
+dev = ["pre-commit", "pytest-asyncio", "tox"]
+
+[[package]]
+name = "pytest-sugar"
+version = "0.9.7"
+description = "pytest-sugar is a plugin for pytest that changes the default look and feel of pytest (e.g. progressbar, show tests that fail instantly)."
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytest-sugar-0.9.7.tar.gz", hash = "sha256:f1e74c1abfa55f7241cf7088032b6e378566f16b938f3f08905e2cf4494edd46"},
+    {file = "pytest_sugar-0.9.7-py2.py3-none-any.whl", hash = "sha256:8cb5a4e5f8bbcd834622b0235db9e50432f4cbd71fef55b467fe44e43701e062"},
+]
+
+[package.dependencies]
+packaging = ">=21.3"
+pytest = ">=6.2.0"
+termcolor = ">=2.1.0"
+
+[package.extras]
+dev = ["black", "flake8", "pre-commit"]
+
+[[package]]
+name = "pytest-xdist"
+version = "3.3.1"
+description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pytest-xdist-3.3.1.tar.gz", hash = "sha256:d5ee0520eb1b7bcca50a60a518ab7a7707992812c578198f8b44fdfac78e8c93"},
+    {file = "pytest_xdist-3.3.1-py3-none-any.whl", hash = "sha256:ff9daa7793569e6a68544850fd3927cd257cc03a7ef76c95e86915355e82b5f2"},
+]
+
+[package.dependencies]
+execnet = ">=1.1"
+pytest = ">=6.2.0"
+
+[package.extras]
+psutil = ["psutil (>=3.0)"]
+setproctitle = ["setproctitle"]
+testing = ["filelock"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.8.2"
@@ -5170,19 +5270,6 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
-[[package]]
-name = "python-docx"
-version = "0.8.11"
-description = "Create and update Microsoft Word .docx files."
-optional = false
-python-versions = "*"
-files = [
-    {file = "python-docx-0.8.11.tar.gz", hash = "sha256:1105d233a0956dd8dd1e710d20b159e2d72ac3c301041b95f4d4ceb3e0ebebc4"},
-]
-
-[package.dependencies]
-lxml = ">=2.3.2"
-
 [[package]]
 name = "python-dotenv"
 version = "1.0.0"
@@ -5262,21 +5349,6 @@ files = [
 [package.extras]
 dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatch", "invoke (==1.7.3)", "more-itertools (==4.3.0)", "pbr (==4.3.0)", "pluggy (==1.0.0)", "py (==1.11.0)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-timeout (==2.1.0)", "pyyaml (==5.1)"]
 
-[[package]]
-name = "python-pptx"
-version = "0.6.21"
-description = "Generate and manipulate Open XML PowerPoint (.pptx) files"
-optional = false
-python-versions = "*"
-files = [
-    {file = "python-pptx-0.6.21.tar.gz", hash = "sha256:7798a2aaf89563565b3c7120c0acfe9aff775db0db3580544e3bf4840c2e378f"},
-]
-
-[package.dependencies]
-lxml = ">=3.1.0"
-Pillow = ">=3.3.2"
-XlsxWriter = ">=0.5.7"
-
 [[package]]
 name = "python-semantic-release"
 version = "7.33.2"
@@ -5310,13 +5382,13 @@ test = ["coverage (>=5,<6)", "mock (==1.3.0)", "pytest (>=7,<8)", "pytest-mock (
 
 [[package]]
 name = "pytz"
-version = "2023.3"
+version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2023.3-py2.py3-none-any.whl", hash = "sha256:a151b3abb88eda1d4e34a9814df37de2a80e301e68ba0fd856fb9b46bfbbbffb"},
-    {file = "pytz-2023.3.tar.gz", hash = "sha256:1d8ce29db189191fb55338ee6d0387d82ab59f3d00eac103412d64e0ebd0c588"},
+    {file = "pytz-2023.3.post1-py2.py3-none-any.whl", hash = "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"},
+    {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
 ]
 
 [[package]]
@@ -5404,88 +5476,104 @@ files = [
 
 [[package]]
 name = "pyzmq"
-version = "25.1.0"
+version = "25.1.1"
 description = "Python bindings for 0MQ"
 optional = false
 python-versions = ">=3.6"
 files = [
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+[package.extras]
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+
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+[package.dependencies]
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+joblib = "*"
+regex = "*"
+six = "*"
+tqdm = "*"
 
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 name = "scikit-learn"
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 ]
 
 [package.dependencies]
@@ -5995,19 +6049,19 @@ files = [
 
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 description = "Easily download, build, install, upgrade, and uninstall Python packages"
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@@ -6099,28 +6153,28 @@ testing-without-asyncio = ["Flask-Sockets (>=0.2,<1)", "Jinja2 (==3.0.3)", "Werk
 
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 [[package]]
@@ -6136,13 +6190,13 @@ files = [
 
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+version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
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+python-versions = ">=3.8"
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 [[package]]
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 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
+[[package]]
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+version = "2.3.0"
+description = "ANSI color formatting for output in terminal"
+optional = false
+python-versions = ">=3.7"
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@@ -6469,56 +6537,117 @@ blobfile = ["blobfile (>=2)"]
 
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 ]
 
+[package.dependencies]
+huggingface_hub = ">=0.16.4,<0.17"
+
 [package.extras]
-dev = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
-docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+dev = ["tokenizers[testing]"]
+docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
 testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 
 [[package]]
@@ -6633,127 +6762,120 @@ scipy = ["scipy"]
 
 [[package]]
 name = "tornado"
-version = "6.3.2"
+version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">= 3.8"
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+quality = ["GitPython (<3.1.19)", "black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
 ray = ["ray[tune]"]
-retrieval = ["datasets (!=2.5.0)", "faiss-cpu"]
+retrieval = ["datasets", "faiss-cpu"]
 sagemaker = ["sagemaker (>=2.31.0)"]
 sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"]
-serving = ["fastapi", "pydantic (<2)", "starlette", "uvicorn"]
+serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
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-tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
+speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "torchaudio"]
+testing = ["GitPython (<3.1.19)", "black (>=22.0,<23.0)", "cookiecutter (==1.7.2)", "datasets", "faiss-cpu", "nltk", "parameterized", "psutil", "pytest", "pytest-timeout", "pytest-xdist", "rouge-score", "sacrebleu (>=1.4.12,<2.0.0)", "timeout-decorator"]
+tf = ["onnxconverter-common", "tensorflow (>=2.3)", "tf2onnx"]
+tf-cpu = ["onnxconverter-common", "tensorflow-cpu (>=2.3)", "tf2onnx"]
+tf-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)"]
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-tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
-torch = ["accelerate (>=0.20.3)", "torch (>=1.9,!=1.12.0)"]
-torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-torch-vision = ["Pillow (<10.0.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.14.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
-video = ["av (==9.2.0)", "decord (==0.6.0)"]
-vision = ["Pillow (<10.0.0)"]
+tokenizers = ["tokenizers (>=0.11.1,!=0.11.3)"]
+torch = ["torch (>=1.0)"]
+torch-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "torchaudio"]
+torchhub = ["filelock", "huggingface-hub (>=0.1.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3)", "torch (>=1.0)", "tqdm (>=4.27)"]
+vision = ["Pillow"]
 
 [[package]]
 name = "twine"
@@ -6821,6 +6943,28 @@ files = [
     {file = "types_cachetools-5.3.0.6-py3-none-any.whl", hash = "sha256:f7f8a25bfe306f2e6bc2ad0a2f949d9e72f2d91036d509c36d3810bf728bc6e1"},
 ]
 
+[[package]]
+name = "types-google-cloud-ndb"
+version = "2.2.0.1"
+description = "Typing stubs for google-cloud-ndb"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-google-cloud-ndb-2.2.0.1.tar.gz", hash = "sha256:3dd5f7437d3f4192a32b69e9b21da582d897303680f2eaac5d070749fd866586"},
+    {file = "types_google_cloud_ndb-2.2.0.1-py3-none-any.whl", hash = "sha256:88b4800f4c6421a34894bd9f61aee562605d5cc151d454d4d97241fd680b1cb1"},
+]
+
+[[package]]
+name = "types-passlib"
+version = "1.7.7.13"
+description = "Typing stubs for passlib"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-passlib-1.7.7.13.tar.gz", hash = "sha256:f152639f1f2103d7f59a56e2aec5f9398a75a80830991d0d68aac5c2b9c32a77"},
+    {file = "types_passlib-1.7.7.13-py3-none-any.whl", hash = "sha256:414b5ee9c88313357c9261cfcf816509b1e8e4673f0796bd61e9ef249f6fe076"},
+]
+
 [[package]]
 name = "types-pillow"
 version = "9.5.0.6"
@@ -6832,15 +6976,51 @@ files = [
     {file = "types_Pillow-9.5.0.6-py3-none-any.whl", hash = "sha256:1d238abaa9d529b04941d805b7f4d3f7df30702bb14521ec507617f117406fb4"},
 ]
 
+[[package]]
+name = "types-pyasn1"
+version = "0.4.0.6"
+description = "Typing stubs for pyasn1"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-pyasn1-0.4.0.6.tar.gz", hash = "sha256:8f1965d0b79152f9d1efc89f9aa9a8cdda7cd28b2619df6737c095cbedeff98b"},
+    {file = "types_pyasn1-0.4.0.6-py3-none-any.whl", hash = "sha256:dd5fc818864e63a66cd714be0a7a59a493f4a81b87ee9ac978c41f1eaa9a0cef"},
+]
+
+[[package]]
+name = "types-python-jose"
+version = "3.3.4.8"
+description = "Typing stubs for python-jose"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-python-jose-3.3.4.8.tar.gz", hash = "sha256:3c316675c3cee059ccb9aff87358254344915239fa7f19cee2787155a7db14ac"},
+    {file = "types_python_jose-3.3.4.8-py3-none-any.whl", hash = "sha256:95592273443b45dc5cc88f7c56aa5a97725428753fb738b794e63ccb4904954e"},
+]
+
+[package.dependencies]
+types-pyasn1 = "*"
+
 [[package]]
 name = "types-pytz"
-version = "2023.3.0.0"
+version = "2023.3.1.0"
 description = "Typing stubs for pytz"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-pytz-2023.3.0.0.tar.gz", hash = "sha256:ecdc70d543aaf3616a7e48631543a884f74205f284cefd6649ddf44c6a820aac"},
-    {file = "types_pytz-2023.3.0.0-py3-none-any.whl", hash = "sha256:4fc2a7fbbc315f0b6630e0b899fd6c743705abe1094d007b0e612d10da15e0f3"},
+    {file = "types-pytz-2023.3.1.0.tar.gz", hash = "sha256:8e7d2198cba44a72df7628887c90f68a568e1445f14db64631af50c3cab8c090"},
+    {file = "types_pytz-2023.3.1.0-py3-none-any.whl", hash = "sha256:a660a38ed86d45970603e4f3b4877c7ba947668386a896fb5d9589c17e7b8407"},
+]
+
+[[package]]
+name = "types-pywin32"
+version = "306.0.0.4"
+description = "Typing stubs for pywin32"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-pywin32-306.0.0.4.tar.gz", hash = "sha256:ae4bbec80d535053236d4bebedf55f58dee89cf5883d277f0fa89e857f3ff337"},
+    {file = "types_pywin32-306.0.0.4-py3-none-any.whl", hash = "sha256:f76a343ed6933008af85e158063963f923e54f2f461e697b2929b4178c7b77a1"},
 ]
 
 [[package]]
@@ -6881,13 +7061,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
@@ -6932,50 +7112,71 @@ test = ["coverage", "pytest", "pytest-cov"]
 
 [[package]]
 name = "unstructured"
-version = "0.7.12"
+version = "0.10.15"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "unstructured-0.7.12-py3-none-any.whl", hash = "sha256:6dec4f23574e213f30bccb680a4fb84c95617092ce4abf5d8955cc71af402fef"},
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+    {file = "unstructured-0.10.15-py3-none-any.whl", hash = "sha256:a572c35cc8cc6f1bc117754e642cb8543cf54c8c651ff8609659a3a3f9819994"},
+    {file = "unstructured-0.10.15.tar.gz", hash = "sha256:67e57daee3f2ea8f6afd9fc830ade6702bfc50a1127d30ec82bff1d8aaeeef00"},
 ]
 
 [package.dependencies]
-argilla = "*"
+beautifulsoup4 = "*"
 chardet = "*"
+dataclasses-json = "*"
+emoji = "*"
 filetype = "*"
 lxml = "*"
-markdown = "*"
-msg-parser = "*"
 nltk = "*"
-openpyxl = "*"
-pandas = "*"
-pdf2image = "*"
-"pdfminer.six" = "*"
-pillow = "*"
-pypandoc = "*"
-python-docx = "*"
 python-magic = "*"
-python-pptx = "*"
 requests = "*"
 tabulate = "*"
-xlrd = "*"
 
 [package.extras]
-azure = ["adlfs", "fsspec"]
+airtable = ["pyairtable"]
+all-docs = ["ebooklib", "markdown", "msg-parser", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pypandoc", "python-docx", "python-pptx (<=0.6.21)", "unstructured-inference", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+azure = ["adlfs", "fsspec (==2023.9.1)"]
+biomed = ["bs4"]
+box = ["boxfs", "fsspec (==2023.9.1)"]
+confluence = ["atlassian-python-api"]
+csv = ["pandas"]
+delta-table = ["deltalake", "fsspec (==2023.9.1)"]
 discord = ["discord-py"]
-dropbox = ["dropboxdrivefs", "fsspec"]
-gcs = ["fsspec", "gcsfs"]
-github = ["pygithub (==1.58.2)"]
+doc = ["python-docx"]
+docx = ["python-docx"]
+dropbox = ["dropboxdrivefs", "fsspec (==2023.9.1)"]
+elasticsearch = ["elasticsearch", "jq"]
+epub = ["ebooklib"]
+gcs = ["bs4", "fsspec (==2023.9.1)", "gcsfs"]
+github = ["pygithub (>1.58.0)"]
 gitlab = ["python-gitlab"]
 google-drive = ["google-api-python-client"]
 huggingface = ["langdetect", "sacremoses", "sentencepiece", "torch", "transformers"]
-local-inference = ["unstructured-inference (==0.5.4)"]
+image = ["pdf2image", "pdfminer.six", "unstructured-inference", "unstructured.pytesseract (>=0.3.12)"]
+jira = ["atlassian-python-api"]
+local-inference = ["ebooklib", "markdown", "msg-parser", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pypandoc", "python-docx", "python-pptx (<=0.6.21)", "unstructured-inference", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+md = ["markdown"]
+msg = ["msg-parser"]
+notion = ["htmlBuilder", "notion-client"]
+odt = ["pypandoc", "python-docx"]
+onedrive = ["Office365-REST-Python-Client (<2.4.3)", "bs4", "msal"]
+org = ["pypandoc"]
+outlook = ["Office365-REST-Python-Client (<2.4.3)", "msal"]
+paddleocr = ["unstructured.paddleocr (==2.6.1.3)"]
+pdf = ["pdf2image", "pdfminer.six", "unstructured-inference", "unstructured.pytesseract (>=0.3.12)"]
+ppt = ["python-pptx (<=0.6.21)"]
+pptx = ["python-pptx (<=0.6.21)"]
 reddit = ["praw"]
-s3 = ["fsspec", "s3fs"]
+rst = ["pypandoc"]
+rtf = ["pypandoc"]
+s3 = ["fsspec (==2023.9.1)", "s3fs"]
+salesforce = ["simple-salesforce"]
+sharepoint = ["Office365-REST-Python-Client (<2.4.3)", "msal"]
 slack = ["slack-sdk"]
+tsv = ["pandas"]
 wikipedia = ["wikipedia"]
+xlsx = ["openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "uritemplate"
@@ -7075,49 +7276,55 @@ test = ["Cython (>=0.29.32,<0.30.0)", "aiohttp", "flake8 (>=3.9.2,<3.10.0)", "my
 
 [[package]]
 name = "validators"
-version = "0.20.0"
-description = "Python Data Validation for Humans™."
+version = "0.22.0"
+description = "Python Data Validation for Humans™"
 optional = false
-python-versions = ">=3.4"
+python-versions = ">=3.8"
 files = [
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+    {file = "validators-0.22.0.tar.gz", hash = "sha256:77b2689b172eeeb600d9605ab86194641670cdb73b60afd577142a9397873370"},
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-[package.dependencies]
-decorator = ">=3.4.0"
-
 [package.extras]
-test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"]
+docs-offline = ["myst-parser (>=2.0.0)", "pypandoc-binary (>=1.11)", "sphinx (>=7.1.1)"]
+docs-online = ["mkdocs (>=1.5.2)", "mkdocs-git-revision-date-localized-plugin (>=1.2.0)", "mkdocs-material (>=9.2.6)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
+hooks = ["pre-commit (>=3.3.3)"]
+package = ["build (>=1.0.0)", "twine (>=4.0.2)"]
+runner = ["tox (>=4.11.1)"]
+sast = ["bandit[toml] (>=1.7.5)"]
+testing = ["pytest (>=7.4.0)"]
+tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
+tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
 
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+version = "0.20.0"
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 python-versions = ">=3.7"
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+    {file = "watchfiles-0.20.0-cp37-abi3-macosx_10_7_x86_64.whl", hash = "sha256:3796312bd3587e14926013612b23066912cf45a14af71cf2b20db1c12dadf4e9"},
+    {file = "watchfiles-0.20.0-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:d0002d81c89a662b595645fb684a371b98ff90a9c7d8f8630c82f0fde8310458"},
+    {file = "watchfiles-0.20.0-cp37-abi3-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:570848706440373b4cd8017f3e850ae17f76dbdf1e9045fc79023b11e1afe490"},
+    {file = "watchfiles-0.20.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9a0351d20d03c6f7ad6b2e8a226a5efafb924c7755ee1e34f04c77c3682417fa"},
+    {file = "watchfiles-0.20.0-cp37-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:007dcc4a401093010b389c044e81172c8a2520dba257c88f8828b3d460c6bb38"},
+    {file = "watchfiles-0.20.0-cp37-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0d82dbc1832da83e441d112069833eedd4cf583d983fb8dd666fbefbea9d99c0"},
+    {file = "watchfiles-0.20.0-cp37-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:99f4c65fd2fce61a571b2a6fcf747d6868db0bef8a934e8ca235cc8533944d95"},
+    {file = "watchfiles-0.20.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5392dd327a05f538c56edb1c6ebba6af91afc81b40822452342f6da54907bbdf"},
+    {file = "watchfiles-0.20.0-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:08dc702529bb06a2b23859110c214db245455532da5eaea602921687cfcd23db"},
+    {file = "watchfiles-0.20.0-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:7d4e66a857621584869cfbad87039e65dadd7119f0d9bb9dbc957e089e32c164"},
+    {file = "watchfiles-0.20.0-cp37-abi3-win32.whl", hash = "sha256:a03d1e6feb7966b417f43c3e3783188167fd69c2063e86bad31e62c4ea794cc5"},
+    {file = "watchfiles-0.20.0-cp37-abi3-win_amd64.whl", hash = "sha256:eccc8942bcdc7d638a01435d915b913255bbd66f018f1af051cd8afddb339ea3"},
+    {file = "watchfiles-0.20.0-cp37-abi3-win_arm64.whl", hash = "sha256:b17d4176c49d207865630da5b59a91779468dd3e08692fe943064da260de2c7c"},
+    {file = "watchfiles-0.20.0-pp38-pypy38_pp73-macosx_10_7_x86_64.whl", hash = "sha256:d97db179f7566dcf145c5179ddb2ae2a4450e3a634eb864b09ea04e68c252e8e"},
+    {file = "watchfiles-0.20.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:835df2da7a5df5464c4a23b2d963e1a9d35afa422c83bf4ff4380b3114603644"},
+    {file = "watchfiles-0.20.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:608cd94a8767f49521901aff9ae0c92cc8f5a24d528db7d6b0295290f9d41193"},
+    {file = "watchfiles-0.20.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:89d1de8218874925bce7bb2ae9657efc504411528930d7a83f98b1749864f2ef"},
+    {file = "watchfiles-0.20.0-pp39-pypy39_pp73-macosx_10_7_x86_64.whl", hash = "sha256:13f995d5152a8ba4ed7c2bbbaeee4e11a5944defc7cacd0ccb4dcbdcfd78029a"},
+    {file = "watchfiles-0.20.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:9b5c8d3be7b502f8c43a33c63166ada8828dbb0c6d49c8f9ce990a96de2f5a49"},
+    {file = "watchfiles-0.20.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e43af4464daa08723c04b43cf978ab86cc55c684c16172622bdac64b34e36af0"},
+    {file = "watchfiles-0.20.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87d9e1f75c4f86c93d73b5bd1ebe667558357548f11b4f8af4e0e272f79413ce"},
+    {file = "watchfiles-0.20.0.tar.gz", hash = "sha256:728575b6b94c90dd531514677201e8851708e6e4b5fe7028ac506a200b622019"},
 ]
 
 [package.dependencies]
@@ -7136,48 +7343,36 @@ files = [
 
 [[package]]
 name = "weaviate-client"
-version = "3.22.1"
+version = "3.24.1"
 description = "A python native Weaviate client"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "weaviate-client-3.22.1.tar.gz", hash = "sha256:aff61bd3f5d74df20a62328443e3aa9c860d5330fdfb19c4d8ddc44cb604032f"},
-    {file = "weaviate_client-3.22.1-py3-none-any.whl", hash = "sha256:01843a4899a227300e570409e77628e9d1b28476313f94943c37aee3f75112e1"},
+    {file = "weaviate-client-3.24.1.tar.gz", hash = "sha256:e073350c21bd4dca5c0eac5dd5d95fb474278c715aaf2041e382d86bb7518ac8"},
+    {file = "weaviate_client-3.24.1-py3-none-any.whl", hash = "sha256:2179ea1093685f6f7cefbd19e2896eeb4b4c720954d953018c0853f775cdad8b"},
 ]
 
 [package.dependencies]
-authlib = ">=1.1.0"
-requests = ">=2.28.0,<=2.31.0"
-tqdm = ">=4.59.0,<5.0.0"
-validators = ">=0.18.2,<=0.21.0"
+authlib = ">=1.2.1,<2.0.0"
+requests = ">=2.30.0,<3.0.0"
+validators = ">=0.21.2,<1.0.0"
 
 [package.extras]
-grpc = ["grpcio", "grpcio-tools"]
-
-[[package]]
-name = "webencodings"
-version = "0.5.1"
-description = "Character encoding aliases for legacy web content"
-optional = false
-python-versions = "*"
-files = [
-    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
-    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
-]
+grpc = ["grpcio (>=1.57.0,<2.0.0)", "grpcio-tools (>=1.57.0,<2.0.0)"]
 
 [[package]]
 name = "websocket-client"
-version = "1.6.1"
+version = "1.6.3"
 description = "WebSocket client for Python with low level API options"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "websocket-client-1.6.1.tar.gz", hash = "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd"},
-    {file = "websocket_client-1.6.1-py3-none-any.whl", hash = "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"},
+    {file = "websocket-client-1.6.3.tar.gz", hash = "sha256:3aad25d31284266bcfcfd1fd8a743f63282305a364b8d0948a43bd606acc652f"},
+    {file = "websocket_client-1.6.3-py3-none-any.whl", hash = "sha256:6cfc30d051ebabb73a5fa246efdcc14c8fbebbd0330f8984ac3bb6d9edd2ad03"},
 ]
 
 [package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
@@ -7261,13 +7456,13 @@ files = [
 
 [[package]]
 name = "wheel"
-version = "0.41.0"
+version = "0.41.2"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "wheel-0.41.0-py3-none-any.whl", hash = "sha256:7e9be3bbd0078f6147d82ed9ed957e323e7708f57e134743d2edef3a7b7972a9"},
-    {file = "wheel-0.41.0.tar.gz", hash = "sha256:55a0f0a5a84869bce5ba775abfd9c462e3a6b1b7b7ec69d72c0b83d673a5114d"},
+    {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"},
+    {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"},
 ]
 
 [package.extras]
@@ -7385,33 +7580,6 @@ files = [
     {file = "wrapt-1.15.0.tar.gz", hash = "sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a"},
 ]
 
-[[package]]
-name = "xlrd"
-version = "2.0.1"
-description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
-files = [
-    {file = "xlrd-2.0.1-py2.py3-none-any.whl", hash = "sha256:6a33ee89877bd9abc1158129f6e94be74e2679636b8a205b43b85206c3f0bbdd"},
-    {file = "xlrd-2.0.1.tar.gz", hash = "sha256:f72f148f54442c6b056bf931dbc34f986fd0c3b0b6b5a58d013c9aef274d0c88"},
-]
-
-[package.extras]
-build = ["twine", "wheel"]
-docs = ["sphinx"]
-test = ["pytest", "pytest-cov"]
-
-[[package]]
-name = "xlsxwriter"
-version = "3.1.2"
-description = "A Python module for creating Excel XLSX files."
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "XlsxWriter-3.1.2-py3-none-any.whl", hash = "sha256:331508ff39d610ecdaf979e458840bc1eab6e6a02cfd5d08f044f0f73636236f"},
-    {file = "XlsxWriter-3.1.2.tar.gz", hash = "sha256:78751099a770273f1c98b8d6643351f68f98ae8e6acf9d09d37dc6798f8cd3de"},
-]
-
 [[package]]
 name = "yarl"
 version = "1.9.2"
@@ -7501,17 +7669,17 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [[package]]
@@ -7580,4 +7748,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.11"
-content-hash = "57abce2ebcdc3cd7e359c36805822b9398d3bfb500c175b173a6d784d1276df6"
+content-hash = "7aac1af43e599106fa9e6ee38978d014608b0275b277201d605484e675c00cea"
diff --git a/pyproject.toml b/pyproject.toml
index a29ae46ca..2fb72351f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.4.1"
+version = "0.5.0a1"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [
@@ -19,7 +19,7 @@ readme = "README.md"
 keywords = ["nlp", "langchain", "openai", "gpt", "gui"]
 packages = [{ include = "langflow", from = "src/backend" }]
 include = ["src/backend/langflow/*", "src/backend/langflow/**/*"]
-
+documentation = "https://docs.langflow.org"
 
 [tool.poetry.scripts]
 langflow = "langflow.__main__:main"
@@ -32,38 +32,38 @@ beautifulsoup4 = "^4.12.2"
 google-search-results = "^2.4.1"
 google-api-python-client = "^2.79.0"
 typer = "^0.9.0"
-gunicorn = "^21.1.0"
-langchain = "^0.0.250"
+gunicorn = "^21.2.0"
+langchain = "^0.0.274"
 openai = "^0.27.8"
 pandas = "^2.0.0"
-chromadb = "^0.3.21"
+chromadb = "^0.3.0"
 huggingface-hub = { version = "^0.16.0", extras = ["inference"] }
-rich = "^13.4.2"
+rich = "^13.5.0"
 llama-cpp-python = { version = "~0.1.0", optional = true }
 networkx = "^3.1"
-unstructured = "^0.7.0"
-pypdf = "^3.11.0"
+unstructured = "^0.10.0"
+pypdf = "^3.15.0"
 lxml = "^4.9.2"
 pysrt = "^1.1.2"
-fake-useragent = "^1.1.3"
+fake-useragent = "^1.2.1"
 docstring-parser = "^0.15"
 psycopg2-binary = "^2.9.6"
 pyarrow = "^12.0.0"
 tiktoken = "~0.4.0"
 wikipedia = "^1.4.0"
 langchain-serve = { version = ">0.0.51", optional = true }
-qdrant-client = "^1.3.0"
+qdrant-client = "^1.4.0"
 websockets = "^10.3"
-weaviate-client = "^3.21.0"
+weaviate-client = "^3.23.0"
 jina = "3.15.2"
 sentence-transformers = { version = "^2.2.2", optional = true }
 ctransformers = { version = "^0.2.10", optional = true }
-cohere = "^4.11.0"
+cohere = "^4.21.0"
 python-multipart = "^0.0.6"
 sqlmodel = "^0.0.8"
 faiss-cpu = "^1.7.4"
 anthropic = "^0.3.0"
-orjson = "^3.9.1"
+orjson = "3.9.3"
 multiprocess = "^0.70.14"
 cachetools = "^5.3.1"
 types-cachetools = "^5.3.0.5"
@@ -77,6 +77,17 @@ psycopg = "^3.1.9"
 psycopg-binary = "^3.1.9"
 fastavro = "^1.8.0"
 langchain-experimental = "^0.0.8"
+alembic = "^1.11.2"
+passlib = "^1.7.4"
+bcrypt = "^4.0.1"
+python-jose = "^3.3.0"
+metaphor-python = "^0.1.11"
+pywin32 = { version = "^306", markers = "sys_platform == 'win32'" }
+loguru = "^0.7.1"
+langfuse = "^1.0.13"
+pillow = "^10.0.0"
+metal-sdk = "^2.0.2"
+markupsafe = "^2.1.3"
 
 [tool.poetry.group.dev.dependencies]
 black = "^23.1.0"
@@ -92,6 +103,13 @@ pandas-stubs = "^2.0.0.230412"
 types-pillow = "^9.5.0.2"
 types-appdirs = "^1.4.3.5"
 types-pyyaml = "^6.0.12.8"
+types-python-jose = "^3.3.4.8"
+types-passlib = "^1.7.7.13"
+pytest-mock = "^3.11.1"
+pytest-xdist = "^3.3.1"
+types-pywin32 = "^306.0.0.4"
+types-google-cloud-ndb = "^2.2.0.0"
+pytest-sugar = "^0.9.7"
 
 
 [tool.poetry.extras]
diff --git a/render.yaml b/render.yaml
index e67da9334..4c17923c6 100644
--- a/render.yaml
+++ b/render.yaml
@@ -3,9 +3,14 @@ services:
   - type: web
     name: langflow
     runtime: docker
-    plan: free
     dockerfilePath: ./Dockerfile
     repo: https://github.com/logspace-ai/langflow
     branch: main
     healthCheckPath: /health
     autoDeploy: false
+    envVars:
+      - key: LANGFLOW_DATABASE_URL
+        value: sqlite:////home/user/.cache/langflow/langflow.db
+    disk:
+      name: langflow-data
+      mountPath: /home/user/.cache/langflow
diff --git a/src/backend/Dockerfile b/src/backend/Dockerfile
index 13f2dc62e..8257d89b0 100644
--- a/src/backend/Dockerfile
+++ b/src/backend/Dockerfile
@@ -11,4 +11,4 @@ RUN rm *.whl
 
 EXPOSE 80
 
-CMD [ "uvicorn", "--host", "0.0.0.0", "--port", "80", "langflow.backend.app:app" ]
+CMD [ "uvicorn", "--host", "0.0.0.0", "--port", "7860", "--factory", "langflow.main:create_app" ]
diff --git a/src/backend/langflow/__init__.py b/src/backend/langflow/__init__.py
index 5920369e2..f6eb836cc 100644
--- a/src/backend/langflow/__init__.py
+++ b/src/backend/langflow/__init__.py
@@ -1,5 +1,7 @@
 from importlib import metadata
-from langflow.cache import cache_manager
+
+# Deactivate cache manager for now
+# from langflow.services.cache import cache_manager
 from langflow.processing.process import load_flow_from_json
 from langflow.interface.custom.custom_component import CustomComponent
 
diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index fa167f188..3a110f380 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -1,8 +1,11 @@
 import sys
 import time
 import httpx
-from langflow.utils.util import get_number_of_workers
-from multiprocess import Process  # type: ignore
+from langflow.services.database.utils import session_getter
+from langflow.services.manager import initialize_services, initialize_settings_manager
+from langflow.services.utils import get_db_manager, get_settings_manager
+
+from multiprocess import Process, cpu_count  # type: ignore
 import platform
 from pathlib import Path
 from typing import Optional
@@ -10,19 +13,49 @@ import socket
 from rich.panel import Panel
 from rich import box
 from rich import print as rprint
+from rich.table import Table
 import typer
 from langflow.main import setup_app
-from langflow.settings import settings
 from langflow.utils.logger import configure, logger
 import webbrowser
 from dotenv import load_dotenv
 
+from rich.console import Console
+
+console = Console()
+
 app = typer.Typer()
 
 
+def get_number_of_workers(workers=None):
+    if workers == -1 or workers is None:
+        workers = (cpu_count() * 2) + 1
+    logger.debug(f"Number of workers: {workers}")
+    return workers
+
+
+def display_results(results):
+    """
+    Display the results of the migration.
+    """
+    for table_results in results:
+        table = Table(title=f"Migration {table_results.table_name}")
+        table.add_column("Name")
+        table.add_column("Type")
+        table.add_column("Status")
+
+        for result in table_results.results:
+            status = "Success" if result.success else "Failure"
+            color = "green" if result.success else "red"
+            table.add_row(result.name, result.type, f"[{color}]{status}[/{color}]")
+
+        console.print(table)
+        console.print()  # Print a new line
+
+
 def update_settings(
     config: str,
-    cache: str,
+    cache: Optional[str] = None,
     dev: bool = False,
     remove_api_keys: bool = False,
     components_path: Optional[Path] = None,
@@ -30,19 +63,20 @@ def update_settings(
     """Update the settings from a config file."""
 
     # Check for database_url in the environment variables
-
+    initialize_settings_manager()
+    settings_manager = get_settings_manager()
     if config:
         logger.debug(f"Loading settings from {config}")
-        settings.update_from_yaml(config, dev=dev)
+        settings_manager.settings.update_from_yaml(config, dev=dev)
     if remove_api_keys:
         logger.debug(f"Setting remove_api_keys to {remove_api_keys}")
-        settings.update_settings(REMOVE_API_KEYS=remove_api_keys)
+        settings_manager.settings.update_settings(REMOVE_API_KEYS=remove_api_keys)
     if cache:
         logger.debug(f"Setting cache to {cache}")
-        settings.update_settings(CACHE=cache)
+        settings_manager.settings.update_settings(CACHE=cache)
     if components_path:
         logger.debug(f"Adding component path {components_path}")
-        settings.update_settings(COMPONENTS_PATH=components_path)
+        settings_manager.settings.update_settings(COMPONENTS_PATH=components_path)
 
 
 def serve_on_jcloud():
@@ -92,7 +126,7 @@ def serve_on_jcloud():
 
 
 @app.command()
-def serve(
+def run(
     host: str = typer.Option(
         "127.0.0.1", help="Host to bind the server to.", envvar="LANGFLOW_HOST"
     ),
@@ -106,7 +140,9 @@ def serve(
         help="Path to the directory containing custom components.",
         envvar="LANGFLOW_COMPONENTS_PATH",
     ),
-    config: str = typer.Option("config.yaml", help="Path to the configuration file."),
+    config: str = typer.Option(
+        Path(__file__).parent / "config.yaml", help="Path to the configuration file."
+    ),
     # .env file param
     env_file: Path = typer.Option(
         None, help="Path to the .env file containing environment variables."
@@ -117,10 +153,10 @@ def serve(
     log_file: Path = typer.Option(
         "logs/langflow.log", help="Path to the log file.", envvar="LANGFLOW_LOG_FILE"
     ),
-    cache: str = typer.Option(
+    cache: Optional[str] = typer.Option(
         envvar="LANGFLOW_LANGCHAIN_CACHE",
         help="Type of cache to use. (InMemoryCache, SQLiteCache)",
-        default="SQLiteCache",
+        default=None,
     ),
     jcloud: bool = typer.Option(False, help="Deploy on Jina AI Cloud"),
     dev: bool = typer.Option(False, help="Run in development mode (may contain bugs)"),
@@ -146,6 +182,11 @@ def serve(
         help="Remove API keys from the projects saved in the database.",
         envvar="LANGFLOW_REMOVE_API_KEYS",
     ),
+    backend_only: bool = typer.Option(
+        False,
+        help="Run only the backend server without the frontend.",
+        envvar="LANGFLOW_BACKEND_ONLY",
+    ),
 ):
     """
     Run the Langflow server.
@@ -167,7 +208,7 @@ def serve(
     )
     # create path object if path is provided
     static_files_dir: Optional[Path] = Path(path) if path else None
-    app = setup_app(static_files_dir=static_files_dir)
+    app = setup_app(static_files_dir=static_files_dir, backend_only=backend_only)
     # check if port is being used
     if is_port_in_use(port, host):
         port = get_free_port(port)
@@ -179,6 +220,10 @@ def serve(
         "timeout": timeout,
     }
 
+    # Define an env variable to know if we are just testing the server
+    if "pytest" in sys.modules:
+        return
+
     if platform.system() in ["Windows"]:
         # Run using uvicorn on MacOS and Windows
         # Windows doesn't support gunicorn
@@ -299,6 +344,43 @@ def run_langflow(host, port, log_level, options, app):
         sys.exit(1)
 
 
+@app.command()
+def superuser(
+    username: str = typer.Option(..., prompt=True, help="Username for the superuser."),
+    password: str = typer.Option(
+        ..., prompt=True, hide_input=True, help="Password for the superuser."
+    ),
+):
+    initialize_services()
+    db_manager = get_db_manager()
+    with session_getter(db_manager) as session:
+        from langflow.services.auth.utils import create_super_user
+
+        if create_super_user(db=session, username=username, password=password):
+            # Verify that the superuser was created
+            from langflow.services.database.models.user.user import User
+
+            user = session.query(User).filter(User.username == username).first()
+            if user is None:
+                typer.echo("Superuser creation failed.")
+                return
+
+            typer.echo("Superuser created successfully.")
+
+        else:
+            typer.echo("Superuser creation failed.")
+
+
+@app.command()
+def migration(test: bool = typer.Option(False, help="Run migrations in test mode.")):
+    initialize_services()
+    db_manager = get_db_manager()
+    if not test:
+        db_manager.run_migrations()
+    results = db_manager.run_migrations_test()
+    display_results(results)
+
+
 def main():
     app()
 
diff --git a/src/backend/langflow/alembic.ini b/src/backend/langflow/alembic.ini
new file mode 100644
index 000000000..379661422
--- /dev/null
+++ b/src/backend/langflow/alembic.ini
@@ -0,0 +1,113 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts
+script_location = alembic
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file
+# for all available tokens
+# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.
+prepend_sys_path = .
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the python-dateutil library that can be
+# installed by adding `alembic[tz]` to the pip requirements
+# string value is passed to dateutil.tz.gettz()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the
+# "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to alembic/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "version_path_separator" below.
+# version_locations = %(here)s/bar:%(here)s/bat:alembic/versions
+
+# version path separator; As mentioned above, this is the character used to split
+# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
+# If this key is omitted entirely, it falls back to the legacy behavior of splitting on spaces and/or commas.
+# Valid values for version_path_separator are:
+#
+# version_path_separator = :
+# version_path_separator = ;
+# version_path_separator = space
+version_path_separator = os  # Use os.pathsep. Default configuration used for new projects.
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+# This is the path to the db in the root of the project.
+# When the user runs the Langflow the database url will
+# be set dinamically.
+sqlalchemy.url = sqlite:///../../../langflow.db
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# Logging configuration
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARN
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARN
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S
diff --git a/src/backend/langflow/alembic/README b/src/backend/langflow/alembic/README
new file mode 100644
index 000000000..98e4f9c44
--- /dev/null
+++ b/src/backend/langflow/alembic/README
@@ -0,0 +1 @@
+Generic single-database configuration.
\ No newline at end of file
diff --git a/src/backend/langflow/alembic/env.py b/src/backend/langflow/alembic/env.py
new file mode 100644
index 000000000..e606036f1
--- /dev/null
+++ b/src/backend/langflow/alembic/env.py
@@ -0,0 +1,81 @@
+from logging.config import fileConfig
+
+from sqlalchemy import engine_from_config
+from sqlalchemy import pool
+
+from alembic import context
+
+from langflow.services.database.manager import SQLModel
+
+# this is the Alembic Config object, which provides
+# access to the values within the .ini file in use.
+config = context.config
+
+# Interpret the config file for Python logging.
+# This line sets up loggers basically.
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+# add your model's MetaData object here
+# for 'autogenerate' support
+# from myapp import mymodel
+# target_metadata = mymodel.Base.metadata
+target_metadata = SQLModel.metadata
+
+# other values from the config, defined by the needs of env.py,
+# can be acquired:
+# my_important_option = config.get_main_option("my_important_option")
+# ... etc.
+
+
+def run_migrations_offline() -> None:
+    """Run migrations in 'offline' mode.
+
+    This configures the context with just a URL
+    and not an Engine, though an Engine is acceptable
+    here as well.  By skipping the Engine creation
+    we don't even need a DBAPI to be available.
+
+    Calls to context.execute() here emit the given string to the
+    script output.
+
+    """
+    url = config.get_main_option("sqlalchemy.url")
+    context.configure(
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+        render_as_batch=True,
+    )
+
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+def run_migrations_online() -> None:
+    """Run migrations in 'online' mode.
+
+    In this scenario we need to create an Engine
+    and associate a connection with the context.
+
+    """
+    connectable = engine_from_config(
+        config.get_section(config.config_ini_section, {}),
+        prefix="sqlalchemy.",
+        poolclass=pool.NullPool,
+    )
+
+    with connectable.connect() as connection:
+        context.configure(
+            connection=connection, target_metadata=target_metadata, render_as_batch=True
+        )
+
+        with context.begin_transaction():
+            context.run_migrations()
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    run_migrations_online()
diff --git a/src/backend/langflow/alembic/script.py.mako b/src/backend/langflow/alembic/script.py.mako
new file mode 100644
index 000000000..6ce335109
--- /dev/null
+++ b/src/backend/langflow/alembic/script.py.mako
@@ -0,0 +1,27 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+import sqlmodel
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+    ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+    ${downgrades if downgrades else "pass"}
diff --git a/src/backend/langflow/alembic/versions/260dbcc8b680_adds_tables.py b/src/backend/langflow/alembic/versions/260dbcc8b680_adds_tables.py
new file mode 100644
index 000000000..53e049a05
--- /dev/null
+++ b/src/backend/langflow/alembic/versions/260dbcc8b680_adds_tables.py
@@ -0,0 +1,177 @@
+"""Adds tables
+
+Revision ID: 260dbcc8b680
+Revises:
+Create Date: 2023-08-27 19:49:02.681355
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+import sqlmodel
+from sqlalchemy.engine.reflection import Inspector
+
+# revision identifiers, used by Alembic.
+revision: str = "260dbcc8b680"
+down_revision: Union[str, None] = None
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+
+    conn = op.get_bind()
+    inspector = Inspector.from_engine(conn)
+    # List existing tables
+    existing_tables = inspector.get_table_names()
+    # Drop 'flowstyle' table if it exists
+    # and other related indices
+    if "flowstyle" in existing_tables:
+        op.drop_table("flowstyle")
+        if "ix_flowstyle_flow_id" in [
+            index["name"] for index in inspector.get_indexes("flowstyle")
+        ]:
+            op.drop_index("ix_flowstyle_flow_id", table_name="flowstyle")
+
+    existing_indices_flow = []
+    existing_fks_flow = []
+    if "flow" in existing_tables:
+        existing_indices_flow = [
+            index["name"] for index in inspector.get_indexes("flow")
+        ]
+        # Existing foreign keys for the 'flow' table, if it exists
+        existing_fks_flow = [
+            fk["referred_table"] + "." + fk["referred_columns"][0]
+            for fk in inspector.get_foreign_keys("flow")
+        ]
+        # Now check if the columns user_id exists in the 'flow' table
+        # If it does not exist, we need to create the foreign key
+
+    if "user" not in existing_tables:
+        op.create_table(
+            "user",
+            sa.Column("id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
+            sa.Column("username", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
+            sa.Column("password", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
+            sa.Column("is_active", sa.Boolean(), nullable=False),
+            sa.Column("is_superuser", sa.Boolean(), nullable=False),
+            sa.Column("create_at", sa.DateTime(), nullable=False),
+            sa.Column("updated_at", sa.DateTime(), nullable=False),
+            sa.Column("last_login_at", sa.DateTime(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+            sa.UniqueConstraint("id"),
+        )
+        with op.batch_alter_table("user", schema=None) as batch_op:
+            batch_op.create_index(
+                batch_op.f("ix_user_username"), ["username"], unique=True
+            )
+
+    if "apikey" not in existing_tables:
+        op.create_table(
+            "apikey",
+            sa.Column("name", sqlmodel.sql.sqltypes.AutoString(), nullable=True),
+            sa.Column("created_at", sa.DateTime(), nullable=False),
+            sa.Column("last_used_at", sa.DateTime(), nullable=True),
+            sa.Column("total_uses", sa.Integer(), nullable=False, default=0),
+            sa.Column("is_active", sa.Boolean(), nullable=False, default=True),
+            sa.Column("id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
+            sa.Column("api_key", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
+            sa.Column("user_id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
+            sa.ForeignKeyConstraint(
+                ["user_id"],
+                ["user.id"],
+            ),
+            sa.PrimaryKeyConstraint("id"),
+            sa.UniqueConstraint("id"),
+        )
+        with op.batch_alter_table("apikey", schema=None) as batch_op:
+            batch_op.create_index(
+                batch_op.f("ix_apikey_api_key"), ["api_key"], unique=True
+            )
+            batch_op.create_index(batch_op.f("ix_apikey_name"), ["name"], unique=False)
+            batch_op.create_index(
+                batch_op.f("ix_apikey_user_id"), ["user_id"], unique=False
+            )
+    if "flow" not in existing_tables:
+        op.create_table(
+            "flow",
+            sa.Column("data", sa.JSON(), nullable=True),
+            sa.Column("name", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
+            sa.Column("description", sqlmodel.sql.sqltypes.AutoString(), nullable=True),
+            sa.Column("id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
+            sa.Column("user_id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
+            sa.ForeignKeyConstraint(
+                ["user_id"],
+                ["user.id"],
+            ),
+            sa.PrimaryKeyConstraint("id"),
+            sa.UniqueConstraint("id"),
+        )
+    # Conditionally create indices for 'flow' table
+    # if _alembic_tmp_flow exists, then we need to drop it first
+    # This is to deal with SQLite not being able to ROLLBACK
+    # for some unknown reason
+    if "_alembic_tmp_flow" in existing_tables:
+        op.drop_table("_alembic_tmp_flow")
+    with op.batch_alter_table("flow", schema=None) as batch_op:
+        flow_columns = [col["name"] for col in inspector.get_columns("flow")]
+        if "user_id" not in flow_columns:
+            batch_op.add_column(
+                sa.Column(
+                    "user_id",
+                    sqlmodel.sql.sqltypes.GUID(),
+                    nullable=True,  # This should be False, but we need to allow NULL values for now
+                )
+            )
+        if "user.id" not in existing_fks_flow:
+            batch_op.create_foreign_key("fk_flow_user_id", "user", ["user_id"], ["id"])
+        if "ix_flow_description" not in existing_indices_flow:
+            batch_op.create_index(
+                batch_op.f("ix_flow_description"), ["description"], unique=False
+            )
+        if "ix_flow_name" not in existing_indices_flow:
+            batch_op.create_index(batch_op.f("ix_flow_name"), ["name"], unique=False)
+    with op.batch_alter_table("flow", schema=None) as batch_op:
+        if "ix_flow_user_id" not in existing_indices_flow:
+            batch_op.create_index(
+                batch_op.f("ix_flow_user_id"), ["user_id"], unique=False
+            )
+
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+
+    conn = op.get_bind()
+    inspector = Inspector.from_engine(conn)
+    # List existing tables
+    existing_tables = inspector.get_table_names()
+    if "flow" in existing_tables:
+        with op.batch_alter_table("flow", schema=None) as batch_op:
+            batch_op.drop_index(batch_op.f("ix_flow_user_id"))
+            batch_op.drop_index(batch_op.f("ix_flow_name"))
+            batch_op.drop_index(batch_op.f("ix_flow_description"))
+
+        op.drop_table("flow")
+    if "apikey" in existing_tables:
+        with op.batch_alter_table("apikey", schema=None) as batch_op:
+            batch_op.drop_index(batch_op.f("ix_apikey_user_id"))
+            batch_op.drop_index(batch_op.f("ix_apikey_name"))
+            batch_op.drop_index(batch_op.f("ix_apikey_api_key"))
+
+        op.drop_table("apikey")
+    if "user" in existing_tables:
+        with op.batch_alter_table("user", schema=None) as batch_op:
+            batch_op.drop_index(batch_op.f("ix_user_username"))
+
+        op.drop_table("user")
+
+    if "flowstyle" in existing_tables:
+        op.drop_table("flowstyle")
+
+    if "component" in existing_tables:
+        op.drop_table("component")
+    # ### end Alembic commands ###
diff --git a/src/backend/langflow/alembic/versions/67cc006d50bf_add_profile_image_column.py b/src/backend/langflow/alembic/versions/67cc006d50bf_add_profile_image_column.py
new file mode 100644
index 000000000..ca0aa0542
--- /dev/null
+++ b/src/backend/langflow/alembic/versions/67cc006d50bf_add_profile_image_column.py
@@ -0,0 +1,49 @@
+"""Add profile-image column
+
+Revision ID: 67cc006d50bf
+Revises: 260dbcc8b680
+Create Date: 2023-09-08 07:36:13.387318
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+import sqlmodel
+from sqlalchemy.engine.reflection import Inspector
+
+# revision identifiers, used by Alembic.
+revision: str = "67cc006d50bf"
+down_revision: Union[str, None] = "260dbcc8b680"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    conn = op.get_bind()
+    inspector = Inspector.from_engine(conn)
+    if "user" in inspector.get_table_names() and "profile_image" not in [
+        column["name"] for column in inspector.get_columns("user")
+    ]:
+        with op.batch_alter_table("user", schema=None) as batch_op:
+            batch_op.add_column(
+                sa.Column(
+                    "profile_image", sqlmodel.sql.sqltypes.AutoString(), nullable=True
+                )
+            )
+
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    conn = op.get_bind()
+    inspector = Inspector.from_engine(conn)
+    if "user" in inspector.get_table_names() and "profile_image" in [
+        column["name"] for column in inspector.get_columns("user")
+    ]:
+        with op.batch_alter_table("user", schema=None) as batch_op:
+            batch_op.drop_column("profile_image")
+
+    # ### end Alembic commands ###
diff --git a/src/backend/langflow/api/router.py b/src/backend/langflow/api/router.py
index b9c51c11e..dbaf20e75 100644
--- a/src/backend/langflow/api/router.py
+++ b/src/backend/langflow/api/router.py
@@ -5,8 +5,10 @@ from langflow.api.v1 import (
     endpoints_router,
     validate_router,
     flows_router,
-    flow_styles_router,
     component_router,
+    users_router,
+    api_key_router,
+    login_router,
 )
 
 router = APIRouter(
@@ -17,4 +19,6 @@ router.include_router(endpoints_router)
 router.include_router(validate_router)
 router.include_router(component_router)
 router.include_router(flows_router)
-router.include_router(flow_styles_router)
+router.include_router(users_router)
+router.include_router(api_key_router)
+router.include_router(login_router)
diff --git a/src/backend/langflow/api/utils.py b/src/backend/langflow/api/utils.py
index 91fa93ea4..0fb53e541 100644
--- a/src/backend/langflow/api/utils.py
+++ b/src/backend/langflow/api/utils.py
@@ -66,3 +66,30 @@ def merge_nested_dicts(dict1, dict2):
         else:
             dict1[key] = value
     return dict1
+
+
+def merge_nested_dicts_with_renaming(dict1, dict2):
+    for key, value in dict2.items():
+        if (
+            key in dict1
+            and isinstance(value, dict)
+            and isinstance(dict1.get(key), dict)
+        ):
+            for sub_key, sub_value in value.items():
+                if sub_key in dict1[key]:
+                    new_key = get_new_key(dict1[key], sub_key)
+                    dict1[key][new_key] = sub_value
+                else:
+                    dict1[key][sub_key] = sub_value
+        else:
+            dict1[key] = value
+    return dict1
+
+
+def get_new_key(dictionary, original_key):
+    counter = 1
+    new_key = original_key + " (" + str(counter) + ")"
+    while new_key in dictionary:
+        counter += 1
+        new_key = original_key + " (" + str(counter) + ")"
+    return new_key
diff --git a/src/backend/langflow/api/v1/__init__.py b/src/backend/langflow/api/v1/__init__.py
index f001152a9..9335a4607 100644
--- a/src/backend/langflow/api/v1/__init__.py
+++ b/src/backend/langflow/api/v1/__init__.py
@@ -2,8 +2,10 @@ from langflow.api.v1.endpoints import router as endpoints_router
 from langflow.api.v1.validate import router as validate_router
 from langflow.api.v1.chat import router as chat_router
 from langflow.api.v1.flows import router as flows_router
-from langflow.api.v1.flow_styles import router as flow_styles_router
 from langflow.api.v1.components import router as component_router
+from langflow.api.v1.users import router as users_router
+from langflow.api.v1.api_key import router as api_key_router
+from langflow.api.v1.login import router as login_router
 
 __all__ = [
     "chat_router",
@@ -11,5 +13,7 @@ __all__ = [
     "component_router",
     "validate_router",
     "flows_router",
-    "flow_styles_router",
+    "users_router",
+    "api_key_router",
+    "login_router",
 ]
diff --git a/src/backend/langflow/api/v1/api_key.py b/src/backend/langflow/api/v1/api_key.py
new file mode 100644
index 000000000..280f240e8
--- /dev/null
+++ b/src/backend/langflow/api/v1/api_key.py
@@ -0,0 +1,61 @@
+from uuid import UUID
+from fastapi import APIRouter, HTTPException, Depends
+from langflow.api.v1.schemas import ApiKeysResponse
+from langflow.services.auth.utils import get_current_active_user
+from langflow.services.database.models.api_key.api_key import (
+    ApiKeyCreate,
+    UnmaskedApiKeyRead,
+)
+
+# Assuming you have these methods in your service layer
+from langflow.services.database.models.api_key.crud import (
+    get_api_keys,
+    create_api_key,
+    delete_api_key,
+)
+from langflow.services.database.models.user.user import User
+from langflow.services.utils import get_session
+from sqlmodel import Session
+
+
+router = APIRouter(tags=["APIKey"], prefix="/api_key")
+
+
+@router.get("/", response_model=ApiKeysResponse)
+def get_api_keys_route(
+    db: Session = Depends(get_session),
+    current_user: User = Depends(get_current_active_user),
+):
+    try:
+        user_id = current_user.id
+        keys = get_api_keys(db, user_id)
+
+        return ApiKeysResponse(total_count=len(keys), user_id=user_id, api_keys=keys)
+    except Exception as exc:
+        raise HTTPException(status_code=400, detail=str(exc)) from exc
+
+
+@router.post("/", response_model=UnmaskedApiKeyRead)
+def create_api_key_route(
+    req: ApiKeyCreate,
+    current_user: User = Depends(get_current_active_user),
+    db: Session = Depends(get_session),
+):
+    try:
+        user_id = current_user.id
+        return create_api_key(db, req, user_id=user_id)
+    except Exception as e:
+        raise HTTPException(status_code=400, detail=str(e)) from e
+
+
+@router.delete("/{api_key_id}")
+def delete_api_key_route(
+    api_key_id: UUID,
+    current_user=Depends(get_current_active_user),
+    db: Session = Depends(get_session),
+):
+    try:
+        delete_api_key(db, api_key_id)
+        return {"detail": "API Key deleted"}
+    except Exception as e:
+        raise HTTPException(status_code=400, detail=str(e)) from e
diff --git a/src/backend/langflow/api/v1/base.py b/src/backend/langflow/api/v1/base.py
index 71cac5412..f2c2f3f59 100644
--- a/src/backend/langflow/api/v1/base.py
+++ b/src/backend/langflow/api/v1/base.py
@@ -1,3 +1,4 @@
+from typing import Optional
 from langflow.template.frontend_node.base import FrontendNode
 from pydantic import BaseModel, validator
 
@@ -20,7 +21,8 @@ class FrontendNodeRequest(FrontendNode):
 class ValidatePromptRequest(BaseModel):
     name: str
     template: str
-    frontend_node: FrontendNodeRequest
+    # optional for tweak call
+    frontend_node: Optional[FrontendNodeRequest] = None
 
 
 # Build ValidationResponse class for {"imports": {"errors": []}, "function": {"errors": []}}
@@ -39,7 +41,8 @@ class CodeValidationResponse(BaseModel):
 
 class PromptValidationResponse(BaseModel):
     input_variables: list
-    frontend_node: FrontendNodeRequest
+    # object return for tweak call
+    frontend_node: Optional[FrontendNodeRequest] = None
 
 
 INVALID_CHARACTERS = {
diff --git a/src/backend/langflow/api/v1/callback.py b/src/backend/langflow/api/v1/callback.py
index 69dbf5082..2a16a0bd2 100644
--- a/src/backend/langflow/api/v1/callback.py
+++ b/src/backend/langflow/api/v1/callback.py
@@ -10,7 +10,7 @@ from fastapi import WebSocket
 
 
 from langchain.schema import AgentAction, LLMResult, AgentFinish
-from langflow.utils.logger import logger
+from loguru import logger
 
 
 # https://github.com/hwchase17/chat-langchain/blob/master/callback.py
diff --git a/src/backend/langflow/api/v1/chat.py b/src/backend/langflow/api/v1/chat.py
index dd3407d1b..690cad60b 100644
--- a/src/backend/langflow/api/v1/chat.py
+++ b/src/backend/langflow/api/v1/chat.py
@@ -1,37 +1,79 @@
-from fastapi import APIRouter, HTTPException, WebSocket, WebSocketException, status
+from fastapi import (
+    APIRouter,
+    Depends,
+    HTTPException,
+    Query,
+    WebSocket,
+    WebSocketException,
+    status,
+)
 from fastapi.responses import StreamingResponse
 from langflow.api.utils import build_input_keys_response
 from langflow.api.v1.schemas import BuildStatus, BuiltResponse, InitResponse, StreamData
 
-from langflow.chat.manager import ChatManager
 from langflow.graph.graph.base import Graph
-from langflow.utils.logger import logger
+from langflow.services.auth.utils import get_current_active_user, get_current_user
+from loguru import logger
+from langflow.services.utils import get_chat_manager, get_session
 from cachetools import LRUCache
+from sqlmodel import Session
+from langflow.services.chat.manager import ChatManager
+
 
 router = APIRouter(tags=["Chat"])
-chat_manager = ChatManager()
+
 flow_data_store: LRUCache = LRUCache(maxsize=10)
 
 
 @router.websocket("/chat/{client_id}")
-async def chat(client_id: str, websocket: WebSocket):
+async def chat(
+    client_id: str,
+    websocket: WebSocket,
+    token: str = Query(...),
+    db: Session = Depends(get_session),
+    chat_manager: "ChatManager" = Depends(get_chat_manager),
+):
     """Websocket endpoint for chat."""
     try:
+        await websocket.accept()
+        user = await get_current_user(token, db)
+        if not user:
+            await websocket.close(
+                code=status.WS_1008_POLICY_VIOLATION, reason="Unauthorized"
+            )
+        if not user.is_active:
+            await websocket.close(
+                code=status.WS_1008_POLICY_VIOLATION, reason="Unauthorized"
+            )
+
         if client_id in chat_manager.in_memory_cache:
             await chat_manager.handle_websocket(client_id, websocket)
         else:
             # We accept the connection but close it immediately
             # if the flow is not built yet
-            await websocket.accept()
             message = "Please, build the flow before sending messages"
             await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=message)
     except WebSocketException as exc:
         logger.error(f"Websocket error: {exc}")
         await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=str(exc))
+    except Exception as exc:
+        logger.error(f"Error in chat websocket: {exc}")
+        messsage = exc.detail if isinstance(exc, HTTPException) else str(exc)
+        if "Could not validate credentials" in str(exc):
+            await websocket.close(
+                code=status.WS_1008_POLICY_VIOLATION, reason="Unauthorized"
+            )
+        else:
+            await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=messsage)
 
 
 @router.post("/build/init/{flow_id}", response_model=InitResponse, status_code=201)
-async def init_build(graph_data: dict, flow_id: str):
+async def init_build(
+    graph_data: dict,
+    flow_id: str,
+    current_user=Depends(get_current_active_user),
+    chat_manager: "ChatManager" = Depends(get_chat_manager),
+):
     """Initialize the build by storing graph data and returning a unique session ID."""
 
     try:
@@ -52,6 +94,7 @@ async def init_build(graph_data: dict, flow_id: str):
         flow_data_store[flow_id] = {
             "graph_data": graph_data,
             "status": BuildStatus.STARTED,
+            "user_id": current_user.id,
         }
 
         return InitResponse(flowId=flow_id)
@@ -79,7 +122,9 @@ async def build_status(flow_id: str):
 
 
 @router.get("/build/stream/{flow_id}", response_class=StreamingResponse)
-async def stream_build(flow_id: str):
+async def stream_build(
+    flow_id: str, chat_manager: "ChatManager" = Depends(get_chat_manager)
+):
     """Stream the build process based on stored flow data."""
 
     async def event_stream(flow_id):
@@ -97,6 +142,7 @@ async def stream_build(flow_id: str):
                 return
 
             graph_data = flow_data_store[flow_id].get("graph_data")
+            user_id = flow_data_store[flow_id]["user_id"]
 
             if not graph_data:
                 error_message = "No data provided"
@@ -104,14 +150,9 @@ async def stream_build(flow_id: str):
                 return
 
             logger.debug("Building langchain object")
-            try:
-                # Some error could happen when building the graph
-                graph = Graph.from_payload(graph_data)
-            except Exception as exc:
-                logger.exception(exc)
-                error_message = str(exc)
-                yield str(StreamData(event="error", data={"error": error_message}))
-                return
+
+            # Some error could happen when building the graph
+            graph = Graph.from_payload(graph_data)
 
             number_of_nodes = len(graph.nodes)
             flow_data_store[flow_id]["status"] = BuildStatus.IN_PROGRESS
@@ -122,11 +163,13 @@ async def stream_build(flow_id: str):
                         "log": f"Building node {vertex.vertex_type}",
                     }
                     yield str(StreamData(event="log", data=log_dict))
-                    vertex.build()
+                    vertex.build(user_id)
                     params = vertex._built_object_repr()
                     valid = True
                     logger.debug(f"Building node {str(vertex.vertex_type)}")
-                    logger.debug(f"Output: {params}")
+                    logger.debug(
+                        f"Output: {params[:100]}{'...' if len(params) > 100 else ''}"
+                    )
                     if vertex.artifacts:
                         # The artifacts will be prompt variables
                         # passed to build_input_keys_response
@@ -155,12 +198,11 @@ async def stream_build(flow_id: str):
                 )
             else:
                 input_keys_response = {
-                    "input_keys": {},
+                    "input_keys": None,
                     "memory_keys": [],
                     "handle_keys": [],
                 }
             yield str(StreamData(event="message", data=input_keys_response))
-
             chat_manager.set_cache(flow_id, langchain_object)
             # We need to reset the chat history
             chat_manager.chat_history.empty_history(flow_id)
diff --git a/src/backend/langflow/api/v1/components.py b/src/backend/langflow/api/v1/components.py
index 1e34da2aa..4071461fb 100644
--- a/src/backend/langflow/api/v1/components.py
+++ b/src/backend/langflow/api/v1/components.py
@@ -1,8 +1,8 @@
 from datetime import timezone
 from typing import List
 from uuid import UUID
-from langflow.database.models.component import Component, ComponentModel
-from langflow.database.base import get_session
+from langflow.services.database.models.component import Component, ComponentModel
+from langflow.services.utils import get_session
 from sqlmodel import Session, select
 from fastapi import APIRouter, Depends, HTTPException
 from sqlalchemy.exc import IntegrityError
diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index f4817d12a..d1f898105 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -1,14 +1,15 @@
 from http import HTTPStatus
-from typing import Annotated, Optional
+from typing import Annotated, Any, Optional, Union
+from langflow.services.auth.utils import api_key_security, get_current_active_user
 
-from langflow.cache.utils import save_uploaded_file
-from langflow.database.models.flow import Flow
+from langflow.services.cache.utils import save_uploaded_file
+from langflow.services.database.models.flow import Flow
 from langflow.processing.process import process_graph_cached, process_tweaks
-from langflow.utils.logger import logger
-from langflow.settings import settings
-
-from fastapi import APIRouter, Depends, HTTPException, UploadFile, Body
-
+from langflow.services.database.models.user.user import User
+from langflow.services.utils import get_settings_manager
+from loguru import logger
+from fastapi import APIRouter, Depends, HTTPException, UploadFile, Body, status
+import sqlalchemy as sa
 from langflow.interface.custom.custom_component import CustomComponent
 
 
@@ -18,7 +19,7 @@ from langflow.api.v1.schemas import (
     CustomComponentCode,
 )
 
-from langflow.api.utils import merge_nested_dicts
+from langflow.api.utils import merge_nested_dicts_with_renaming
 
 from langflow.interface.types import (
     build_langchain_types_dict,
@@ -26,52 +27,93 @@ from langflow.interface.types import (
     build_langchain_custom_component_list_from_path,
 )
 
-from langflow.database.base import get_session
+from langflow.services.utils import get_session
 from sqlmodel import Session
 
 # build router
 router = APIRouter(tags=["Base"])
 
 
-@router.get("/all")
-def get_all():
+@router.get("/all", dependencies=[Depends(get_current_active_user)])
+def get_all(
+    settings_manager=Depends(get_settings_manager),
+):
     logger.debug("Building langchain types dict")
     native_components = build_langchain_types_dict()
     # custom_components is a list of dicts
     # need to merge all the keys into one dict
-    custom_components_from_file = {}
-    if settings.COMPONENTS_PATH:
-        logger.info(f"Building custom components from {settings.COMPONENTS_PATH}")
-        custom_component_dicts = [
-            build_langchain_custom_component_list_from_path(str(path))
-            for path in settings.COMPONENTS_PATH
-        ]
-        logger.info(f"Loading {len(custom_component_dicts)} custom components")
+    custom_components_from_file: dict[str, Any] = {}
+    if settings_manager.settings.COMPONENTS_PATH:
+        logger.info(
+            f"Building custom components from {settings_manager.settings.COMPONENTS_PATH}"
+        )
 
+        custom_component_dicts = []
+        processed_paths = []
+        for path in settings_manager.settings.COMPONENTS_PATH:
+            if str(path) in processed_paths:
+                continue
+            custom_component_dict = build_langchain_custom_component_list_from_path(
+                str(path)
+            )
+            custom_component_dicts.append(custom_component_dict)
+            processed_paths.append(str(path))
+
+        logger.info(f"Loading {len(custom_component_dicts)} category(ies)")
         for custom_component_dict in custom_component_dicts:
-            custom_components_from_file = merge_nested_dicts(
+            # custom_component_dict is a dict of dicts
+            if not custom_component_dict:
+                continue
+            category = list(custom_component_dict.keys())[0]
+            logger.info(
+                f"Loading {len(custom_component_dict[category])} component(s) from category {category}"
+            )
+            custom_components_from_file = merge_nested_dicts_with_renaming(
                 custom_components_from_file, custom_component_dict
             )
-            logger.info(f"Loaded {custom_component_dict}")
-    return merge_nested_dicts(native_components, custom_components_from_file)
+
+    return merge_nested_dicts_with_renaming(
+        native_components, custom_components_from_file
+    )
 
 
 # For backwards compatibility we will keep the old endpoint
-@router.post("/predict/{flow_id}", response_model=ProcessResponse)
-@router.post("/process/{flow_id}", response_model=ProcessResponse)
+@router.post(
+    "/predict/{flow_id}",
+    response_model=ProcessResponse,
+    dependencies=[Depends(api_key_security)],
+)
+@router.post(
+    "/process/{flow_id}",
+    response_model=ProcessResponse,
+)
 async def process_flow(
+    session: Annotated[Session, Depends(get_session)],
     flow_id: str,
     inputs: Optional[dict] = None,
     tweaks: Optional[dict] = None,
     clear_cache: Annotated[bool, Body(embed=True)] = False,  # noqa: F821
-    session: Session = Depends(get_session),
+    session_id: Annotated[Union[None, str], Body(embed=True)] = None,  # noqa: F821
+    api_key_user: User = Depends(api_key_security),
 ):
     """
     Endpoint to process an input with a given flow_id.
     """
 
     try:
-        flow = session.get(Flow, flow_id)
+        if api_key_user is None:
+            raise HTTPException(
+                status_code=status.HTTP_401_UNAUTHORIZED,
+                detail="Invalid API Key",
+            )
+
+        # Get the flow that matches the flow_id and belongs to the user
+        flow = (
+            session.query(Flow)
+            .filter(Flow.id == flow_id)
+            .filter(Flow.user_id == api_key_user.id)
+            .first()
+        )
         if flow is None:
             raise ValueError(f"Flow {flow_id} not found")
 
@@ -83,10 +125,26 @@ async def process_flow(
                 graph_data = process_tweaks(graph_data, tweaks)
             except Exception as exc:
                 logger.error(f"Error processing tweaks: {exc}")
-        response = process_graph_cached(graph_data, inputs, clear_cache)
-        return ProcessResponse(
-            result=response,
+        response, session_id = process_graph_cached(
+            graph_data, inputs, clear_cache, session_id
         )
+        return ProcessResponse(result=response, session_id=session_id)
+    except sa.exc.StatementError as exc:
+        # StatementError('(builtins.ValueError) badly formed hexadecimal UUID string')
+        if "badly formed hexadecimal UUID string" in str(exc):
+            # This means the Flow ID is not a valid UUID which means it can't find the flow
+            raise HTTPException(
+                status_code=status.HTTP_404_NOT_FOUND, detail=str(exc)
+            ) from exc
+    except ValueError as exc:
+        if f"Flow {flow_id} not found" in str(exc):
+            raise HTTPException(
+                status_code=status.HTTP_404_NOT_FOUND, detail=str(exc)
+            ) from exc
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail=str(exc)
+            ) from exc
     except Exception as e:
         # Log stack trace
         logger.exception(e)
diff --git a/src/backend/langflow/api/v1/flow_styles.py b/src/backend/langflow/api/v1/flow_styles.py
deleted file mode 100644
index 40e292eb3..000000000
--- a/src/backend/langflow/api/v1/flow_styles.py
+++ /dev/null
@@ -1,83 +0,0 @@
-from uuid import UUID
-from langflow.database.models.flow_style import (
-    FlowStyle,
-    FlowStyleCreate,
-    FlowStyleRead,
-    FlowStyleUpdate,
-)
-from langflow.database.base import get_session
-from sqlmodel import Session, select
-from fastapi import APIRouter, Depends, HTTPException
-
-
-# build router
-router = APIRouter(prefix="/flow_styles", tags=["FlowStyles"])
-
-# FlowStyleCreate:
-# class FlowStyleBase(SQLModel):
-#     color: str = Field(index=True)
-#     emoji: str = Field(index=False)
-#     flow_id: UUID = Field(default=None, foreign_key="flow.id")
-
-
-@router.post("/", response_model=FlowStyleRead)
-def create_flow_style(
-    *, session: Session = Depends(get_session), flow_style: FlowStyleCreate
-):
-    """Create a new flow_style."""
-    db_flow_style = FlowStyle.from_orm(flow_style)
-    session.add(db_flow_style)
-    session.commit()
-    session.refresh(db_flow_style)
-    return db_flow_style
-
-
-@router.get("/", response_model=list[FlowStyleRead])
-def read_flow_styles(*, session: Session = Depends(get_session)):
-    """Read all flows."""
-    try:
-        flows = session.exec(select(FlowStyle)).all()
-    except Exception as e:
-        raise HTTPException(status_code=500, detail=str(e)) from e
-    return flows
-
-
-@router.get("/{flow_styles_id}", response_model=FlowStyleRead)
-def read_flow_style(*, session: Session = Depends(get_session), flow_styles_id: UUID):
-    """Read a flow_style."""
-    if flow_style := session.get(FlowStyle, flow_styles_id):
-        return flow_style
-    else:
-        raise HTTPException(status_code=404, detail="FlowStyle not found")
-
-
-@router.patch("/{flow_style_id}", response_model=FlowStyleRead)
-def update_flow_style(
-    *,
-    session: Session = Depends(get_session),
-    flow_style_id: UUID,
-    flow_style: FlowStyleUpdate,
-):
-    """Update a flow_style."""
-    db_flow_style = session.get(FlowStyle, flow_style_id)
-    if not db_flow_style:
-        raise HTTPException(status_code=404, detail="FlowStyle not found")
-    flow_data = flow_style.dict(exclude_unset=True)
-    for key, value in flow_data.items():
-        if hasattr(db_flow_style, key) and value is not None:
-            setattr(db_flow_style, key, value)
-    session.add(db_flow_style)
-    session.commit()
-    session.refresh(db_flow_style)
-    return db_flow_style
-
-
-@router.delete("/{flow_id}")
-def delete_flow_style(*, session: Session = Depends(get_session), flow_id: UUID):
-    """Delete a flow_style."""
-    flow_style = session.get(FlowStyle, flow_id)
-    if not flow_style:
-        raise HTTPException(status_code=404, detail="FlowStyle not found")
-    session.delete(flow_style)
-    session.commit()
-    return {"message": "FlowStyle deleted successfully"}
diff --git a/src/backend/langflow/api/v1/flows.py b/src/backend/langflow/api/v1/flows.py
index 9f5042fcb..be65048d4 100644
--- a/src/backend/langflow/api/v1/flows.py
+++ b/src/backend/langflow/api/v1/flows.py
@@ -1,70 +1,101 @@
 from typing import List
 from uuid import UUID
-from langflow.settings import settings
+from fastapi.encoders import jsonable_encoder
+
 from langflow.api.utils import remove_api_keys
 from langflow.api.v1.schemas import FlowListCreate, FlowListRead
-from langflow.database.models.flow import (
+from langflow.services.auth.utils import get_current_active_user
+from langflow.services.database.models.flow import (
     Flow,
     FlowCreate,
     FlowRead,
-    FlowReadWithStyle,
     FlowUpdate,
 )
-from langflow.database.base import get_session
-from sqlmodel import Session, select
+from langflow.services.database.models.user.user import User
+from langflow.services.utils import get_session
+from langflow.services.utils import get_settings_manager
+import orjson
+from sqlmodel import Session
 from fastapi import APIRouter, Depends, HTTPException
-from fastapi.encoders import jsonable_encoder
 
 from fastapi import File, UploadFile
-import json
 
 # build router
 router = APIRouter(prefix="/flows", tags=["Flows"])
 
 
 @router.post("/", response_model=FlowRead, status_code=201)
-def create_flow(*, session: Session = Depends(get_session), flow: FlowCreate):
+def create_flow(
+    *,
+    session: Session = Depends(get_session),
+    flow: FlowCreate,
+    current_user: User = Depends(get_current_active_user),
+):
     """Create a new flow."""
+    if flow.user_id is None:
+        flow.user_id = current_user.id
+
     db_flow = Flow.from_orm(flow)
+
     session.add(db_flow)
     session.commit()
     session.refresh(db_flow)
     return db_flow
 
 
-@router.get("/", response_model=list[FlowReadWithStyle], status_code=200)
-def read_flows(*, session: Session = Depends(get_session)):
+@router.get("/", response_model=list[FlowRead], status_code=200)
+def read_flows(
+    *,
+    session: Session = Depends(get_session),
+    current_user: User = Depends(get_current_active_user),
+):
     """Read all flows."""
     try:
-        flows = session.exec(select(Flow)).all()
+        flows = current_user.flows
     except Exception as e:
         raise HTTPException(status_code=500, detail=str(e)) from e
     return [jsonable_encoder(flow) for flow in flows]
 
 
-@router.get("/{flow_id}", response_model=FlowReadWithStyle, status_code=200)
-def read_flow(*, session: Session = Depends(get_session), flow_id: UUID):
+@router.get("/{flow_id}", response_model=FlowRead, status_code=200)
+def read_flow(
+    *,
+    session: Session = Depends(get_session),
+    flow_id: UUID,
+    current_user: User = Depends(get_current_active_user),
+):
     """Read a flow."""
-    if flow := session.get(Flow, flow_id):
-        return flow
+    if user_flow := (
+        session.query(Flow)
+        .filter(Flow.id == flow_id)
+        .filter(Flow.user_id == current_user.id)
+        .first()
+    ):
+        return user_flow
     else:
         raise HTTPException(status_code=404, detail="Flow not found")
 
 
 @router.patch("/{flow_id}", response_model=FlowRead, status_code=200)
 def update_flow(
-    *, session: Session = Depends(get_session), flow_id: UUID, flow: FlowUpdate
+    *,
+    session: Session = Depends(get_session),
+    flow_id: UUID,
+    flow: FlowUpdate,
+    current_user: User = Depends(get_current_active_user),
+    settings_manager=Depends(get_settings_manager),
 ):
     """Update a flow."""
 
-    db_flow = session.get(Flow, flow_id)
+    db_flow = read_flow(session=session, flow_id=flow_id, current_user=current_user)
     if not db_flow:
         raise HTTPException(status_code=404, detail="Flow not found")
     flow_data = flow.dict(exclude_unset=True)
-    if settings.REMOVE_API_KEYS:
+    if settings_manager.settings.REMOVE_API_KEYS:
         flow_data = remove_api_keys(flow_data)
     for key, value in flow_data.items():
-        setattr(db_flow, key, value)
+        if value is not None:
+            setattr(db_flow, key, value)
     session.add(db_flow)
     session.commit()
     session.refresh(db_flow)
@@ -72,9 +103,14 @@ def update_flow(
 
 
 @router.delete("/{flow_id}", status_code=200)
-def delete_flow(*, session: Session = Depends(get_session), flow_id: UUID):
+def delete_flow(
+    *,
+    session: Session = Depends(get_session),
+    flow_id: UUID,
+    current_user: User = Depends(get_current_active_user),
+):
     """Delete a flow."""
-    flow = session.get(Flow, flow_id)
+    flow = read_flow(session=session, flow_id=flow_id, current_user=current_user)
     if not flow:
         raise HTTPException(status_code=404, detail="Flow not found")
     session.delete(flow)
@@ -86,10 +122,16 @@ def delete_flow(*, session: Session = Depends(get_session), flow_id: UUID):
 
 
 @router.post("/batch/", response_model=List[FlowRead], status_code=201)
-def create_flows(*, session: Session = Depends(get_session), flow_list: FlowListCreate):
+def create_flows(
+    *,
+    session: Session = Depends(get_session),
+    flow_list: FlowListCreate,
+    current_user: User = Depends(get_current_active_user),
+):
     """Create multiple new flows."""
     db_flows = []
     for flow in flow_list.flows:
+        flow.user_id = current_user.id
         db_flow = Flow.from_orm(flow)
         session.add(db_flow)
         db_flows.append(db_flow)
@@ -101,20 +143,31 @@ def create_flows(*, session: Session = Depends(get_session), flow_list: FlowList
 
 @router.post("/upload/", response_model=List[FlowRead], status_code=201)
 async def upload_file(
-    *, session: Session = Depends(get_session), file: UploadFile = File(...)
+    *,
+    session: Session = Depends(get_session),
+    file: UploadFile = File(...),
+    current_user: User = Depends(get_current_active_user),
 ):
     """Upload flows from a file."""
     contents = await file.read()
-    data = json.loads(contents)
+    data = orjson.loads(contents)
     if "flows" in data:
         flow_list = FlowListCreate(**data)
     else:
         flow_list = FlowListCreate(flows=[FlowCreate(**flow) for flow in data])
-    return create_flows(session=session, flow_list=flow_list)
+    # Now we set the user_id for all flows
+    for flow in flow_list.flows:
+        flow.user_id = current_user.id
+
+    return create_flows(session=session, flow_list=flow_list, current_user=current_user)
 
 
 @router.get("/download/", response_model=FlowListRead, status_code=200)
-async def download_file(*, session: Session = Depends(get_session)):
+async def download_file(
+    *,
+    session: Session = Depends(get_session),
+    current_user: User = Depends(get_current_active_user),
+):
     """Download all flows as a file."""
-    flows = read_flows(session=session)
+    flows = read_flows(session=session, current_user=current_user)
     return FlowListRead(flows=flows)
diff --git a/src/backend/langflow/api/v1/login.py b/src/backend/langflow/api/v1/login.py
new file mode 100644
index 000000000..4241b8d47
--- /dev/null
+++ b/src/backend/langflow/api/v1/login.py
@@ -0,0 +1,63 @@
+from sqlmodel import Session
+from fastapi import APIRouter, Depends, HTTPException, status
+from fastapi.security import OAuth2PasswordRequestForm
+
+from langflow.services.utils import get_session
+from langflow.api.v1.schemas import Token
+from langflow.services.auth.utils import (
+    authenticate_user,
+    create_user_tokens,
+    create_refresh_token,
+    create_user_longterm_token,
+    get_current_active_user,
+)
+
+from langflow.services.utils import get_settings_manager
+
+router = APIRouter(tags=["Login"])
+
+
+@router.post("/login", response_model=Token)
+async def login_to_get_access_token(
+    form_data: OAuth2PasswordRequestForm = Depends(),
+    db: Session = Depends(get_session),
+    # _: Session = Depends(get_current_active_user)
+):
+    if user := authenticate_user(form_data.username, form_data.password, db):
+        return create_user_tokens(user_id=user.id, db=db, update_last_login=True)
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Incorrect username or password",
+            headers={"WWW-Authenticate": "Bearer"},
+        )
+
+
+@router.get("/auto_login")
+async def auto_login(
+    db: Session = Depends(get_session), settings_manager=Depends(get_settings_manager)
+):
+    if settings_manager.auth_settings.AUTO_LOGIN:
+        return create_user_longterm_token(db)
+
+    raise HTTPException(
+        status_code=status.HTTP_400_BAD_REQUEST,
+        detail={
+            "message": "Auto login is disabled. Please enable it in the settings",
+            "auto_login": False,
+        },
+    )
+
+
+@router.post("/refresh")
+async def refresh_token(
+    token: str, current_user: Session = Depends(get_current_active_user)
+):
+    if token:
+        return create_refresh_token(token)
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Invalid refresh token",
+            headers={"WWW-Authenticate": "Bearer"},
+        )
diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index 0148dac6d..c0867feb5 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -1,9 +1,13 @@
 from enum import Enum
 from pathlib import Path
 from typing import Any, Dict, List, Optional, Union
-from langflow.database.models.flow import FlowCreate, FlowRead
+from uuid import UUID
+from langflow.services.database.models.api_key.api_key import ApiKeyRead
+from langflow.services.database.models.flow import FlowCreate, FlowRead
+from langflow.services.database.models.user import UserRead
+from langflow.services.database.models.base import orjson_dumps
+
 from pydantic import BaseModel, Field, validator
-import json
 
 
 class BuildStatus(Enum):
@@ -47,6 +51,7 @@ class ProcessResponse(BaseModel):
     """Process response schema."""
 
     result: dict
+    session_id: Optional[str] = None
 
 
 class ChatMessage(BaseModel):
@@ -115,7 +120,9 @@ class StreamData(BaseModel):
     data: dict
 
     def __str__(self) -> str:
-        return f"event: {self.event}\ndata: {json.dumps(self.data)}\n\n"
+        return (
+            f"event: {self.event}\ndata: {orjson_dumps(self.data, indent_2=False)}\n\n"
+        )
 
 
 class CustomComponentCode(BaseModel):
@@ -133,3 +140,32 @@ class ComponentListCreate(BaseModel):
 
 class ComponentListRead(BaseModel):
     flows: List[FlowRead]
+
+
+class UsersResponse(BaseModel):
+    total_count: int
+    users: List[UserRead]
+
+
+class ApiKeyResponse(BaseModel):
+    id: str
+    api_key: str
+    name: str
+    created_at: str
+    last_used_at: str
+
+
+class ApiKeysResponse(BaseModel):
+    total_count: int
+    user_id: UUID
+    api_keys: List[ApiKeyRead]
+
+
+class CreateApiKeyRequest(BaseModel):
+    name: str
+
+
+class Token(BaseModel):
+    access_token: str
+    refresh_token: str
+    token_type: str
diff --git a/src/backend/langflow/api/v1/users.py b/src/backend/langflow/api/v1/users.py
new file mode 100644
index 000000000..e68512e43
--- /dev/null
+++ b/src/backend/langflow/api/v1/users.py
@@ -0,0 +1,194 @@
+from uuid import UUID
+from langflow.api.v1.schemas import UsersResponse
+from langflow.services.database.models.user import (
+    User,
+    UserCreate,
+    UserRead,
+    UserUpdate,
+)
+
+from sqlalchemy import func
+from sqlalchemy.exc import IntegrityError
+
+from sqlmodel import Session, select
+from fastapi import APIRouter, Depends, HTTPException
+
+from langflow.services.utils import get_session
+from langflow.services.auth.utils import (
+    get_current_active_superuser,
+    get_current_active_user,
+    get_password_hash,
+    verify_password,
+)
+from langflow.services.database.models.user.crud import (
+    get_user_by_id,
+    update_user,
+)
+
+router = APIRouter(tags=["Users"], prefix="/users")
+
+
+@router.post("/", response_model=UserRead, status_code=201)
+def add_user(
+    user: UserCreate,
+    session: Session = Depends(get_session),
+) -> User:
+    """
+    Add a new user to the database.
+    """
+    new_user = User.from_orm(user)
+    try:
+        new_user.password = get_password_hash(user.password)
+
+        session.add(new_user)
+        session.commit()
+        session.refresh(new_user)
+    except IntegrityError as e:
+        session.rollback()
+        raise HTTPException(
+            status_code=400, detail="This username is unavailable."
+        ) from e
+
+    return new_user
+
+
+@router.get("/whoami", response_model=UserRead)
+def read_current_user(
+    current_user: User = Depends(get_current_active_user),
+) -> User:
+    """
+    Retrieve the current user's data.
+    """
+    return current_user
+
+
+@router.get("/", response_model=UsersResponse)
+def read_all_users(
+    skip: int = 0,
+    limit: int = 10,
+    current_user: Session = Depends(get_current_active_superuser),
+    session: Session = Depends(get_session),
+) -> UsersResponse:
+    """
+    Retrieve a list of users from the database with pagination.
+    """
+    query = select(User).offset(skip).limit(limit)
+    users = session.execute(query).fetchall()
+
+    count_query = select(func.count()).select_from(User)  # type: ignore
+    total_count = session.execute(count_query).scalar()
+
+    return UsersResponse(
+        total_count=total_count,  # type: ignore
+        users=[UserRead(**dict(user.User)) for user in users],
+    )
+
+
+@router.patch("/{user_id}", response_model=UserRead)
+def patch_user(
+    user_id: UUID,
+    user_update: UserUpdate,
+    user: User = Depends(get_current_active_user),
+    session: Session = Depends(get_session),
+) -> User:
+    """
+    Update an existing user's data.
+    """
+    if not user.is_superuser and user.id != user_id:
+        raise HTTPException(
+            status_code=403, detail="You don't have the permission to update this user"
+        )
+    if user_update.password:
+        raise HTTPException(
+            status_code=400, detail="You can't change your password here"
+        )
+
+    if user_db := get_user_by_id(session, user_id):
+        return update_user(user_db, user_update, session)
+    else:
+        raise HTTPException(status_code=404, detail="User not found")
+
+
+@router.patch("/{user_id}/reset-password", response_model=UserRead)
+def reset_password(
+    user_id: UUID,
+    user_update: UserUpdate,
+    user: User = Depends(get_current_active_user),
+    session: Session = Depends(get_session),
+) -> User:
+    """
+    Reset a user's password.
+    """
+    if user_id != user.id:
+        raise HTTPException(
+            status_code=400, detail="You can't change another user's password"
+        )
+
+    if not user:
+        raise HTTPException(status_code=404, detail="User not found")
+    if verify_password(user_update.password, user.password):
+        raise HTTPException(
+            status_code=400, detail="You can't use your current password"
+        )
+    new_password = get_password_hash(user_update.password)
+    user.password = new_password
+    session.commit()
+    session.refresh(user)
+
+    return user
+
+
+@router.delete("/{user_id}", response_model=dict)
+def delete_user(
+    user_id: UUID,
+    current_user: User = Depends(get_current_active_superuser),
+    session: Session = Depends(get_session),
+) -> dict:
+    """
+    Delete a user from the database.
+    """
+    if current_user.id == user_id:
+        raise HTTPException(
+            status_code=400, detail="You can't delete your own user account"
+        )
+    elif not current_user.is_superuser:
+        raise HTTPException(
+            status_code=403, detail="You don't have the permission to delete this user"
+        )
+
+    user_db = session.query(User).filter(User.id == user_id).first()
+    if not user_db:
+        raise HTTPException(status_code=404, detail="User not found")
+
+    session.delete(user_db)
+    session.commit()
+
+    return {"detail": "User deleted"}
+
+
+# TODO: REMOVE - Just for testing purposes
+@router.post("/super_user", response_model=User)
+def add_super_user_for_testing_purposes_delete_me_before_merge_into_dev(
+    session: Session = Depends(get_session),
+) -> User:
+    """
+    Add a superuser for testing purposes.
+    (This should be removed in production)
+    """
+    new_user = User(
+        username="superuser",
+        password=get_password_hash("12345"),
+        is_active=True,
+        is_superuser=True,
+        last_login_at=None,
+    )
+
+    try:
+        session.add(new_user)
+        session.commit()
+        session.refresh(new_user)
+    except IntegrityError as e:
+        session.rollback()
+        raise HTTPException(status_code=400, detail="User exists") from e
+
+    return new_user
diff --git a/src/backend/langflow/api/v1/validate.py b/src/backend/langflow/api/v1/validate.py
index 2a5bdd673..65fb66bd2 100644
--- a/src/backend/langflow/api/v1/validate.py
+++ b/src/backend/langflow/api/v1/validate.py
@@ -8,7 +8,7 @@ from langflow.api.v1.base import (
     validate_prompt,
 )
 from langflow.template.field.base import TemplateField
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.validate import validate_code
 
 # build router
@@ -31,7 +31,12 @@ def post_validate_code(code: Code):
 def post_validate_prompt(prompt_request: ValidatePromptRequest):
     try:
         input_variables = validate_prompt(prompt_request.template)
-
+        # Check if frontend_node is None before proceeding to avoid attempting to update a non-existent node.
+        if prompt_request.frontend_node is None:
+            return PromptValidationResponse(
+                input_variables=input_variables,
+                frontend_node=None,
+            )
         old_custom_fields = get_old_custom_fields(prompt_request)
 
         add_new_variables_to_template(input_variables, prompt_request)
@@ -53,6 +58,16 @@ def post_validate_prompt(prompt_request: ValidatePromptRequest):
 
 def get_old_custom_fields(prompt_request):
     try:
+        if (
+            len(prompt_request.frontend_node.custom_fields) == 1
+            and prompt_request.name == ""
+        ):
+            # If there is only one custom field and the name is empty string
+            # then we are dealing with the first prompt request after the node was created
+            prompt_request.name = list(
+                prompt_request.frontend_node.custom_fields.keys()
+            )[0]
+
         old_custom_fields = prompt_request.frontend_node.custom_fields[
             prompt_request.name
         ].copy()
diff --git a/src/backend/langflow/cache/__init__.py b/src/backend/langflow/cache/__init__.py
deleted file mode 100644
index 723aa9e18..000000000
--- a/src/backend/langflow/cache/__init__.py
+++ /dev/null
@@ -1,7 +0,0 @@
-from langflow.cache.manager import cache_manager
-from langflow.cache.flow import InMemoryCache
-
-__all__ = [
-    "cache_manager",
-    "InMemoryCache",
-]
diff --git a/src/backend/langflow/components/agents/OpenAIConversationalAgent.py b/src/backend/langflow/components/agents/OpenAIConversationalAgent.py
new file mode 100644
index 000000000..ff1a993b1
--- /dev/null
+++ b/src/backend/langflow/components/agents/OpenAIConversationalAgent.py
@@ -0,0 +1,82 @@
+from langflow import CustomComponent
+from typing import Optional
+from langchain.prompts import SystemMessagePromptTemplate
+from langchain.tools import Tool
+from langchain.schema.memory import BaseMemory
+from langchain.chat_models import ChatOpenAI
+
+from langchain.agents.agent import AgentExecutor
+from langchain.agents.openai_functions_agent.base import OpenAIFunctionsAgent
+from langchain.memory.token_buffer import ConversationTokenBufferMemory
+from langchain.prompts.chat import MessagesPlaceholder
+from langchain.agents.agent_toolkits.conversational_retrieval.openai_functions import (
+    _get_default_system_message,
+)
+
+
+class ConversationalAgent(CustomComponent):
+    display_name: str = "OpenAI Conversational Agent"
+    description: str = "Conversational Agent that can use OpenAI's function calling API"
+
+    def build_config(self):
+        openai_function_models = [
+            "gpt-3.5-turbo-0613",
+            "gpt-3.5-turbo-16k-0613",
+            "gpt-4-0613",
+            "gpt-4-32k-0613",
+        ]
+        return {
+            "tools": {"is_list": True, "display_name": "Tools"},
+            "memory": {"display_name": "Memory"},
+            "system_message": {"display_name": "System Message"},
+            "max_token_limit": {"display_name": "Max Token Limit"},
+            "model_name": {
+                "display_name": "Model Name",
+                "options": openai_function_models,
+                "value": openai_function_models[0],
+            },
+            "code": {"show": False},
+        }
+
+    def build(
+        self,
+        model_name: str,
+        openai_api_key: str,
+        tools: Tool,
+        openai_api_base: Optional[str] = None,
+        memory: Optional[BaseMemory] = None,
+        system_message: Optional[SystemMessagePromptTemplate] = None,
+        max_token_limit: int = 2000,
+    ) -> AgentExecutor:
+        llm = ChatOpenAI(
+            model=model_name,
+            openai_api_key=openai_api_key,
+            openai_api_base=openai_api_base,
+        )
+        if not memory:
+            memory_key = "chat_history"
+            memory = ConversationTokenBufferMemory(
+                memory_key=memory_key,
+                return_messages=True,
+                output_key="output",
+                llm=llm,
+                max_token_limit=max_token_limit,
+            )
+        else:
+            memory_key = memory.memory_key  # type: ignore
+
+        _system_message = system_message or _get_default_system_message()
+        prompt = OpenAIFunctionsAgent.create_prompt(
+            system_message=_system_message,  # type: ignore
+            extra_prompt_messages=[MessagesPlaceholder(variable_name=memory_key)],
+        )
+        agent = OpenAIFunctionsAgent(
+            llm=llm, tools=tools, prompt=prompt  # type: ignore
+        )
+        return AgentExecutor(
+            agent=agent,
+            tools=tools,  # type: ignore
+            memory=memory,
+            verbose=True,
+            return_intermediate_steps=True,
+        )
diff --git a/src/backend/langflow/chat/__init__.py b/src/backend/langflow/components/agents/__init__.py
similarity index 100%
rename from src/backend/langflow/chat/__init__.py
rename to src/backend/langflow/components/agents/__init__.py
diff --git a/src/backend/langflow/components/chains/prompt_runner.py b/src/backend/langflow/components/chains/PromptRunner.py
similarity index 85%
rename from src/backend/langflow/components/chains/prompt_runner.py
rename to src/backend/langflow/components/chains/PromptRunner.py
index 141941c38..db9283b07 100644
--- a/src/backend/langflow/components/chains/prompt_runner.py
+++ b/src/backend/langflow/components/chains/PromptRunner.py
@@ -16,17 +16,14 @@ class PromptRunner(CustomComponent):
             "info": "Make sure the prompt has all variables filled.",
         },
         "code": {"show": False},
-        "inputs": {"field_type": "code"},
     }
 
     def build(
-        self,
-        llm: BaseLLM,
-        prompt: PromptTemplate,
+        self, llm: BaseLLM, prompt: PromptTemplate, inputs: dict = {}
     ) -> Document:
         chain = prompt | llm
         # The input is an empty dict because the prompt is already filled
-        result = chain.invoke({})
+        result = chain.invoke(input=inputs)
         if hasattr(result, "content"):
             result = result.content
         self.repr_value = result
diff --git a/src/backend/langflow/components/llms/HuggingFaceEndpoints.py b/src/backend/langflow/components/llms/HuggingFaceEndpoints.py
new file mode 100644
index 000000000..ea2b4f20b
--- /dev/null
+++ b/src/backend/langflow/components/llms/HuggingFaceEndpoints.py
@@ -0,0 +1,42 @@
+from typing import Optional
+from langflow import CustomComponent
+from langchain.llms import HuggingFaceEndpoint
+from langchain.llms.base import BaseLLM
+
+
+class HuggingFaceEndpointsComponent(CustomComponent):
+    display_name: str = "Hugging Face Inference API"
+    description: str = "LLM model from Hugging Face Inference API."
+
+    def build_config(self):
+        return {
+            "endpoint_url": {"display_name": "Endpoint URL", "password": True},
+            "task": {
+                "display_name": "Task",
+                "type": "select",
+                "options": ["text2text-generation", "text-generation", "summarization"],
+            },
+            "huggingfacehub_api_token": {"display_name": "API token", "password": True},
+            "model_kwargs": {
+                "display_name": "Model Keyword Arguments",
+                "field_type": "code",
+            },
+            "code": {"show": False},
+        }
+
+    def build(
+        self,
+        endpoint_url: str,
+        task="text2text-generation",
+        huggingfacehub_api_token: Optional[str] = None,
+        model_kwargs: Optional[dict] = None,
+    ) -> BaseLLM:
+        try:
+            output = HuggingFaceEndpoint(
+                endpoint_url=endpoint_url,
+                task=task,
+                huggingfacehub_api_token=huggingfacehub_api_token,
+            )
+        except Exception as e:
+            raise ValueError("Could not connect to HuggingFace Endpoints API.") from e
+        return output
diff --git a/src/backend/langflow/database/__init__.py b/src/backend/langflow/components/llms/__init__.py
similarity index 100%
rename from src/backend/langflow/database/__init__.py
rename to src/backend/langflow/components/llms/__init__.py
diff --git a/src/backend/langflow/components/retrievers/MetalRetriever.py b/src/backend/langflow/components/retrievers/MetalRetriever.py
new file mode 100644
index 000000000..b105cd24f
--- /dev/null
+++ b/src/backend/langflow/components/retrievers/MetalRetriever.py
@@ -0,0 +1,28 @@
+from typing import Optional
+from langflow import CustomComponent
+from langchain.retrievers import MetalRetriever
+from langchain.schema import BaseRetriever
+from metal_sdk.metal import Metal  # type: ignore
+
+
+class MetalRetrieverComponent(CustomComponent):
+    display_name: str = "Metal Retriever"
+    description: str = "Retriever that uses the Metal API."
+
+    def build_config(self):
+        return {
+            "api_key": {"display_name": "API Key", "password": True},
+            "client_id": {"display_name": "Client ID", "password": True},
+            "index_id": {"display_name": "Index ID"},
+            "params": {"display_name": "Parameters"},
+            "code": {"show": False},
+        }
+
+    def build(
+        self, api_key: str, client_id: str, index_id: str, params: Optional[dict] = None
+    ) -> BaseRetriever:
+        try:
+            metal = Metal(api_key=api_key, client_id=client_id, index_id=index_id)
+        except Exception as e:
+            raise ValueError("Could not connect to Metal API.") from e
+        return MetalRetriever(client=metal, params=params or {})
diff --git a/src/backend/langflow/database/models/__init__.py b/src/backend/langflow/components/retrievers/__init__.py
similarity index 100%
rename from src/backend/langflow/database/models/__init__.py
rename to src/backend/langflow/components/retrievers/__init__.py
diff --git a/src/backend/langflow/components/textsplitters/LanguageRecursiveTextSplitter.py b/src/backend/langflow/components/textsplitters/LanguageRecursiveTextSplitter.py
new file mode 100644
index 000000000..636eb427e
--- /dev/null
+++ b/src/backend/langflow/components/textsplitters/LanguageRecursiveTextSplitter.py
@@ -0,0 +1,80 @@
+from typing import Optional
+from langflow import CustomComponent
+from langchain.text_splitter import Language
+from langchain.schema import Document
+
+
+class LanguageRecursiveTextSplitterComponent(CustomComponent):
+    display_name: str = "Language Recursive Text Splitter"
+    description: str = "Split text into chunks of a specified length based on language."
+    documentation: str = "https://docs.langflow.org/components/text-splitters#languagerecursivetextsplitter"
+
+    def build_config(self):
+        options = [x.value for x in Language]
+        return {
+            "documents": {
+                "display_name": "Documents",
+                "info": "The documents to split.",
+            },
+            "separator_type": {
+                "display_name": "Separator Type",
+                "info": "The type of separator to use.",
+                "field_type": "str",
+                "options": options,
+                "value": "Python",
+            },
+            "separators": {
+                "display_name": "Separators",
+                "info": "The characters to split on.",
+                "is_list": True,
+            },
+            "chunk_size": {
+                "display_name": "Chunk Size",
+                "info": "The maximum length of each chunk.",
+                "field_type": "int",
+                "value": 1000,
+            },
+            "chunk_overlap": {
+                "display_name": "Chunk Overlap",
+                "info": "The amount of overlap between chunks.",
+                "field_type": "int",
+                "value": 200,
+            },
+            "code": {"show": False},
+        }
+
+    def build(
+        self,
+        documents: list[Document],
+        chunk_size: Optional[int] = 1000,
+        chunk_overlap: Optional[int] = 200,
+        separator_type: Optional[str] = "Python",
+    ) -> list[Document]:
+        """
+        Split text into chunks of a specified length.
+
+        Args:
+            separators (list[str]): The characters to split on.
+            chunk_size (int): The maximum length of each chunk.
+            chunk_overlap (int): The amount of overlap between chunks.
+            length_function (function): The function to use to calculate the length of the text.
+
+        Returns:
+            list[str]: The chunks of text.
+        """
+        from langchain.text_splitter import RecursiveCharacterTextSplitter
+
+        # Make sure chunk_size and chunk_overlap are ints
+        if isinstance(chunk_size, str):
+            chunk_size = int(chunk_size)
+        if isinstance(chunk_overlap, str):
+            chunk_overlap = int(chunk_overlap)
+
+        splitter = RecursiveCharacterTextSplitter.from_language(
+            language=Language(separator_type),
+            chunk_size=chunk_size,
+            chunk_overlap=chunk_overlap,
+        )
+
+        docs = splitter.split_documents(documents)
+        return docs
diff --git a/src/backend/langflow/components/textsplitters/RecursiveCharacterTextSplitter.py b/src/backend/langflow/components/textsplitters/RecursiveCharacterTextSplitter.py
new file mode 100644
index 000000000..751d2518c
--- /dev/null
+++ b/src/backend/langflow/components/textsplitters/RecursiveCharacterTextSplitter.py
@@ -0,0 +1,79 @@
+from typing import Optional
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.utils.util import build_loader_repr_from_documents
+
+
+class RecursiveCharacterTextSplitterComponent(CustomComponent):
+    display_name: str = "Recursive Character Text Splitter"
+    description: str = "Split text into chunks of a specified length."
+    documentation: str = "https://docs.langflow.org/components/text-splitters#recursivecharactertextsplitter"
+
+    def build_config(self):
+        return {
+            "documents": {
+                "display_name": "Documents",
+                "info": "The documents to split.",
+            },
+            "separators": {
+                "display_name": "Separators",
+                "info": 'The characters to split on.\nIf left empty defaults to ["\\n\\n", "\\n", " ", ""].',
+                "is_list": True,
+            },
+            "chunk_size": {
+                "display_name": "Chunk Size",
+                "info": "The maximum length of each chunk.",
+                "field_type": "int",
+                "value": 1000,
+            },
+            "chunk_overlap": {
+                "display_name": "Chunk Overlap",
+                "info": "The amount of overlap between chunks.",
+                "field_type": "int",
+                "value": 200,
+            },
+            "code": {"show": False},
+        }
+
+    def build(
+        self,
+        documents: list[Document],
+        separators: Optional[list[str]] = None,
+        chunk_size: Optional[int] = 1000,
+        chunk_overlap: Optional[int] = 200,
+    ) -> list[Document]:
+        """
+        Split text into chunks of a specified length.
+
+        Args:
+            separators (list[str]): The characters to split on.
+            chunk_size (int): The maximum length of each chunk.
+            chunk_overlap (int): The amount of overlap between chunks.
+            length_function (function): The function to use to calculate the length of the text.
+
+        Returns:
+            list[str]: The chunks of text.
+        """
+        from langchain.text_splitter import RecursiveCharacterTextSplitter
+
+        if separators == "":
+            separators = None
+        elif separators:
+            # check if the separators list has escaped characters
+            # if there are escaped characters, unescape them
+            separators = [x.encode().decode("unicode-escape") for x in separators]
+
+        # Make sure chunk_size and chunk_overlap are ints
+        if isinstance(chunk_size, str):
+            chunk_size = int(chunk_size)
+        if isinstance(chunk_overlap, str):
+            chunk_overlap = int(chunk_overlap)
+        splitter = RecursiveCharacterTextSplitter(
+            separators=separators,
+            chunk_size=chunk_size,
+            chunk_overlap=chunk_overlap,
+        )
+
+        docs = splitter.split_documents(documents)
+        self.repr_value = build_loader_repr_from_documents(docs)
+        return docs
diff --git a/src/backend/langflow/components/textsplitters/__init__.py b/src/backend/langflow/components/textsplitters/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/components/toolkits/Metaphor.py b/src/backend/langflow/components/toolkits/Metaphor.py
new file mode 100644
index 000000000..6f43d24b4
--- /dev/null
+++ b/src/backend/langflow/components/toolkits/Metaphor.py
@@ -0,0 +1,56 @@
+from typing import List, Union
+from langflow import CustomComponent
+
+from metaphor_python import Metaphor  # type: ignore
+from langchain.tools import Tool
+from langchain.agents import tool
+from langchain.agents.agent_toolkits.base import BaseToolkit
+
+
+class MetaphorToolkit(CustomComponent):
+    display_name: str = "Metaphor"
+    description: str = "Metaphor Toolkit"
+    documentation = (
+        "https://python.langchain.com/docs/integrations/tools/metaphor_search"
+    )
+    beta = True
+    # api key should be password = True
+    field_config = {
+        "metaphor_api_key": {"display_name": "Metaphor API Key", "password": True},
+        "code": {"advanced": True},
+    }
+
+    def build(
+        self,
+        metaphor_api_key: str,
+        use_autoprompt: bool = True,
+        search_num_results: int = 5,
+        similar_num_results: int = 5,
+    ) -> Union[Tool, BaseToolkit]:
+        # If documents, then we need to create a Vectara instance using .from_documents
+        client = Metaphor(api_key=metaphor_api_key)
+
+        @tool
+        def search(query: str):
+            """Call search engine with a query."""
+            return client.search(
+                query, use_autoprompt=use_autoprompt, num_results=search_num_results
+            )
+
+        @tool
+        def get_contents(ids: List[str]):
+            """Get contents of a webpage.
+
+            The ids passed in should be a list of ids as fetched from `search`.
+            """
+            return client.get_contents(ids)
+
+        @tool
+        def find_similar(url: str):
+            """Get search results similar to a given URL.
+
+            The url passed in should be a URL returned from `search`
+            """
+            return client.find_similar(url, num_results=similar_num_results)
+
+        return [search, get_contents, find_similar]  # type: ignore
diff --git a/src/backend/langflow/components/toolkits/__init__.py b/src/backend/langflow/components/toolkits/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/components/utilities/GetRequest.py b/src/backend/langflow/components/utilities/GetRequest.py
new file mode 100644
index 000000000..d5df32cca
--- /dev/null
+++ b/src/backend/langflow/components/utilities/GetRequest.py
@@ -0,0 +1,75 @@
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.services.database.models.base import orjson_dumps
+import requests
+from typing import Optional
+
+
+class GetRequest(CustomComponent):
+    display_name: str = "GET Request"
+    description: str = "Make a GET request to the given URL."
+    output_types: list[str] = ["Document"]
+    documentation: str = "https://docs.langflow.org/components/utilities#get-request"
+    beta = True
+    field_config = {
+        "url": {
+            "display_name": "URL",
+            "info": "The URL to make the request to",
+            "is_list": True,
+        },
+        "headers": {
+            "display_name": "Headers",
+            "info": "The headers to send with the request.",
+        },
+        "code": {"show": False},
+        "timeout": {
+            "display_name": "Timeout",
+            "field_type": "int",
+            "info": "The timeout to use for the request.",
+            "value": 5,
+        },
+    }
+
+    def get_document(
+        self, session: requests.Session, url: str, headers: Optional[dict], timeout: int
+    ) -> Document:
+        try:
+            response = session.get(url, headers=headers, timeout=int(timeout))
+            try:
+                response_json = response.json()
+                result = orjson_dumps(response_json, indent_2=False)
+            except Exception:
+                result = response.text
+            self.repr_value = result
+            return Document(
+                page_content=result,
+                metadata={
+                    "source": url,
+                    "headers": headers,
+                    "status_code": response.status_code,
+                },
+            )
+        except requests.Timeout:
+            return Document(
+                page_content="Request Timed Out",
+                metadata={"source": url, "headers": headers, "status_code": 408},
+            )
+        except Exception as exc:
+            return Document(
+                page_content=str(exc),
+                metadata={"source": url, "headers": headers, "status_code": 500},
+            )
+
+    def build(
+        self,
+        url: str,
+        headers: Optional[dict] = None,
+        timeout: int = 5,
+    ) -> list[Document]:
+        if headers is None:
+            headers = {}
+        urls = url if isinstance(url, list) else [url]
+        with requests.Session() as session:
+            documents = [self.get_document(session, u, headers, timeout) for u in urls]
+            self.repr_value = documents
+        return documents
diff --git a/src/backend/langflow/components/utilities/JSONDocumentBuilder.py b/src/backend/langflow/components/utilities/JSONDocumentBuilder.py
new file mode 100644
index 000000000..26a2afd94
--- /dev/null
+++ b/src/backend/langflow/components/utilities/JSONDocumentBuilder.py
@@ -0,0 +1,55 @@
+### JSON Document Builder
+
+# Build a Document containing a JSON object using a key and another Document page content.
+
+# **Params**
+
+# - **Key:** The key to use for the JSON object.
+# - **Document:** The Document page to use for the JSON object.
+
+# **Output**
+
+# - **Document:** The Document containing the JSON object.
+
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.services.database.models.base import orjson_dumps
+
+
+class JSONDocumentBuilder(CustomComponent):
+    display_name: str = "JSON Document Builder"
+    description: str = "Build a Document containing a JSON object using a key and another Document page content."
+    output_types: list[str] = ["Document"]
+    beta = True
+    documentation: str = (
+        "https://docs.langflow.org/components/utilities#json-document-builder"
+    )
+
+    field_config = {
+        "key": {"display_name": "Key"},
+        "document": {"display_name": "Document"},
+    }
+
+    def build(
+        self,
+        key: str,
+        document: Document,
+    ) -> Document:
+        documents = None
+        if isinstance(document, list):
+            documents = [
+                Document(
+                    page_content=orjson_dumps({key: doc.page_content}, indent_2=False)
+                )
+                for doc in document
+            ]
+        elif isinstance(document, Document):
+            documents = Document(
+                page_content=orjson_dumps({key: document.page_content}, indent_2=False)
+            )
+        else:
+            raise TypeError(
+                f"Expected Document or list of Documents, got {type(document)}"
+            )
+        self.repr_value = documents
+        return documents
diff --git a/src/backend/langflow/components/utilities/PostRequest.py b/src/backend/langflow/components/utilities/PostRequest.py
new file mode 100644
index 000000000..6857f4866
--- /dev/null
+++ b/src/backend/langflow/components/utilities/PostRequest.py
@@ -0,0 +1,80 @@
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.services.database.models.base import orjson_dumps
+import requests
+from typing import Optional
+
+
+class PostRequest(CustomComponent):
+    display_name: str = "POST Request"
+    description: str = "Make a POST request to the given URL."
+    output_types: list[str] = ["Document"]
+    documentation: str = "https://docs.langflow.org/components/utilities#post-request"
+    beta = True
+    field_config = {
+        "url": {"display_name": "URL", "info": "The URL to make the request to."},
+        "headers": {
+            "display_name": "Headers",
+            "info": "The headers to send with the request.",
+        },
+        "code": {"show": False},
+        "document": {"display_name": "Document"},
+    }
+
+    def post_document(
+        self,
+        session: requests.Session,
+        document: Document,
+        url: str,
+        headers: Optional[dict] = None,
+    ) -> Document:
+        try:
+            response = session.post(url, headers=headers, data=document.page_content)
+            try:
+                response_json = response.json()
+                result = orjson_dumps(response_json, indent_2=False)
+            except Exception:
+                result = response.text
+            self.repr_value = result
+            return Document(
+                page_content=result,
+                metadata={
+                    "source": url,
+                    "headers": headers,
+                    "status_code": response,
+                },
+            )
+        except Exception as exc:
+            return Document(
+                page_content=str(exc),
+                metadata={
+                    "source": url,
+                    "headers": headers,
+                    "status_code": 500,
+                },
+            )
+
+    def build(
+        self,
+        document: Document,
+        url: str,
+        headers: Optional[dict] = None,
+    ) -> list[Document]:
+        if headers is None:
+            headers = {}
+
+        if not isinstance(document, list) and isinstance(document, Document):
+            documents: list[Document] = [document]
+        elif isinstance(document, list) and all(
+            isinstance(doc, Document) for doc in document
+        ):
+            documents = document
+        else:
+            raise ValueError("document must be a Document or a list of Documents")
+
+        with requests.Session() as session:
+            documents = [
+                self.post_document(session, doc, url, headers) for doc in documents
+            ]
+            self.repr_value = documents
+        return documents
diff --git a/src/backend/langflow/components/utilities/UpdateRequest.py b/src/backend/langflow/components/utilities/UpdateRequest.py
new file mode 100644
index 000000000..d18c94a56
--- /dev/null
+++ b/src/backend/langflow/components/utilities/UpdateRequest.py
@@ -0,0 +1,94 @@
+from typing import List, Optional
+import requests
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.services.database.models.base import orjson_dumps
+
+
+class UpdateRequest(CustomComponent):
+    display_name: str = "Update Request"
+    description: str = "Make a PATCH request to the given URL."
+    output_types: list[str] = ["Document"]
+    documentation: str = "https://docs.langflow.org/components/utilities#update-request"
+    beta = True
+    field_config = {
+        "url": {"display_name": "URL", "info": "The URL to make the request to."},
+        "headers": {
+            "display_name": "Headers",
+            "field_type": "NestedDict",
+            "info": "The headers to send with the request.",
+        },
+        "code": {"show": False},
+        "document": {"display_name": "Document"},
+        "method": {
+            "display_name": "Method",
+            "field_type": "str",
+            "info": "The HTTP method to use.",
+            "options": ["PATCH", "PUT"],
+            "value": "PATCH",
+        },
+    }
+
+    def update_document(
+        self,
+        session: requests.Session,
+        document: Document,
+        url: str,
+        headers: Optional[dict] = None,
+        method: str = "PATCH",
+    ) -> Document:
+        try:
+            if method == "PATCH":
+                response = session.patch(
+                    url, headers=headers, data=document.page_content
+                )
+            elif method == "PUT":
+                response = session.put(url, headers=headers, data=document.page_content)
+            else:
+                raise ValueError(f"Unsupported method: {method}")
+            try:
+                response_json = response.json()
+                result = orjson_dumps(response_json, indent_2=False)
+            except Exception:
+                result = response.text
+            self.repr_value = result
+            return Document(
+                page_content=result,
+                metadata={
+                    "source": url,
+                    "headers": headers,
+                    "status_code": response.status_code,
+                },
+            )
+        except Exception as exc:
+            return Document(
+                page_content=str(exc),
+                metadata={"source": url, "headers": headers, "status_code": 500},
+            )
+
+    def build(
+        self,
+        method: str,
+        document: Document,
+        url: str,
+        headers: Optional[dict] = None,
+    ) -> List[Document]:
+        if headers is None:
+            headers = {}
+
+        if not isinstance(document, list) and isinstance(document, Document):
+            documents: list[Document] = [document]
+        elif isinstance(document, list) and all(
+            isinstance(doc, Document) for doc in document
+        ):
+            documents = document
+        else:
+            raise ValueError("document must be a Document or a list of Documents")
+
+        with requests.Session() as session:
+            documents = [
+                self.update_document(session, doc, url, headers, method)
+                for doc in documents
+            ]
+            self.repr_value = documents
+        return documents
diff --git a/src/backend/langflow/components/vectorstores/Chroma.py b/src/backend/langflow/components/vectorstores/Chroma.py
new file mode 100644
index 000000000..3cfd4771e
--- /dev/null
+++ b/src/backend/langflow/components/vectorstores/Chroma.py
@@ -0,0 +1,109 @@
+from typing import Optional, Union
+from langflow import CustomComponent
+
+from langchain.vectorstores import Chroma
+from langchain.schema import Document
+from langchain.vectorstores.base import VectorStore
+from langchain.schema import BaseRetriever
+from langchain.embeddings.base import Embeddings
+import chromadb  # type: ignore
+
+
+class ChromaComponent(CustomComponent):
+    """
+    A custom component for implementing a Vector Store using Chroma.
+    """
+
+    display_name: str = "Chroma (Custom Component)"
+    description: str = "Implementation of Vector Store using Chroma"
+    documentation = "https://python.langchain.com/docs/integrations/vectorstores/chroma"
+    beta = True
+
+    def build_config(self):
+        """
+        Builds the configuration for the component.
+
+        Returns:
+        - dict: A dictionary containing the configuration options for the component.
+        """
+        return {
+            "collection_name": {"display_name": "Collection Name", "value": "langflow"},
+            "persist": {"display_name": "Persist"},
+            "persist_directory": {"display_name": "Persist Directory"},
+            "code": {"show": False, "display_name": "Code"},
+            "documents": {"display_name": "Documents", "is_list": True},
+            "embedding": {"display_name": "Embedding"},
+            "chroma_server_cors_allow_origins": {
+                "display_name": "Server CORS Allow Origins",
+                "advanced": True,
+            },
+            "chroma_server_host": {"display_name": "Server Host", "advanced": True},
+            "chroma_server_port": {"display_name": "Server Port", "advanced": True},
+            "chroma_server_grpc_port": {
+                "display_name": "Server gRPC Port",
+                "advanced": True,
+            },
+            "chroma_server_ssl_enabled": {
+                "display_name": "Server SSL Enabled",
+                "advanced": True,
+            },
+        }
+
+    def build(
+        self,
+        collection_name: str,
+        persist: bool,
+        chroma_server_ssl_enabled: bool,
+        persist_directory: Optional[str] = None,
+        embedding: Optional[Embeddings] = None,
+        documents: Optional[Document] = None,
+        chroma_server_cors_allow_origins: Optional[str] = None,
+        chroma_server_host: Optional[str] = None,
+        chroma_server_port: Optional[int] = None,
+        chroma_server_grpc_port: Optional[int] = None,
+    ) -> Union[VectorStore, BaseRetriever]:
+        """
+        Builds the Vector Store or BaseRetriever object.
+
+        Args:
+        - collection_name (str): The name of the collection.
+        - persist_directory (Optional[str]): The directory to persist the Vector Store to.
+        - chroma_server_ssl_enabled (bool): Whether to enable SSL for the Chroma server.
+        - persist (bool): Whether to persist the Vector Store or not.
+        - embedding (Optional[Embeddings]): The embeddings to use for the Vector Store.
+        - documents (Optional[Document]): The documents to use for the Vector Store.
+        - chroma_server_cors_allow_origins (Optional[str]): The CORS allow origins for the Chroma server.
+        - chroma_server_host (Optional[str]): The host for the Chroma server.
+        - chroma_server_port (Optional[int]): The port for the Chroma server.
+        - chroma_server_grpc_port (Optional[int]): The gRPC port for the Chroma server.
+
+        Returns:
+        - Union[VectorStore, BaseRetriever]: The Vector Store or BaseRetriever object.
+        """
+
+        # Chroma settings
+        chroma_settings = None
+
+        if chroma_server_host is not None:
+            chroma_settings = chromadb.config.Settings(
+                chroma_server_cors_allow_origins=chroma_server_cors_allow_origins
+                or None,
+                chroma_server_host=chroma_server_host,
+                chroma_server_port=chroma_server_port or None,
+                chroma_server_grpc_port=chroma_server_grpc_port or None,
+                chroma_server_ssl_enabled=chroma_server_ssl_enabled,
+            )
+
+        # If documents, then we need to create a Chroma instance using .from_documents
+        if documents is not None and embedding is not None:
+            return Chroma.from_documents(
+                documents=documents,  # type: ignore
+                persist_directory=persist_directory if persist else None,
+                collection_name=collection_name,
+                embedding=embedding,
+                client_settings=chroma_settings,
+            )
+
+        return Chroma(
+            persist_directory=persist_directory, client_settings=chroma_settings
+        )
diff --git a/src/backend/langflow/components/vectorstores/Vectara.py b/src/backend/langflow/components/vectorstores/Vectara.py
new file mode 100644
index 000000000..6edc69822
--- /dev/null
+++ b/src/backend/langflow/components/vectorstores/Vectara.py
@@ -0,0 +1,50 @@
+from typing import Optional, Union
+from langflow import CustomComponent
+
+from langchain.vectorstores import Vectara
+from langchain.schema import Document
+from langchain.vectorstores.base import VectorStore
+from langchain.schema import BaseRetriever
+from langchain.embeddings.base import Embeddings
+
+
+class VectaraComponent(CustomComponent):
+    display_name: str = "Vectara"
+    description: str = "Implementation of Vector Store using Vectara"
+    documentation = (
+        "https://python.langchain.com/docs/integrations/vectorstores/vectara"
+    )
+    beta = True
+    # api key should be password = True
+    field_config = {
+        "vectara_customer_id": {"display_name": "Vectara Customer ID"},
+        "vectara_corpus_id": {"display_name": "Vectara Corpus ID"},
+        "vectara_api_key": {"display_name": "Vectara API Key", "password": True},
+        "code": {"show": False},
+        "documents": {"display_name": "Documents"},
+        "embedding": {"display_name": "Embedding"},
+    }
+
+    def build(
+        self,
+        vectara_customer_id: str,
+        vectara_corpus_id: str,
+        vectara_api_key: str,
+        embedding: Optional[Embeddings] = None,
+        documents: Optional[Document] = None,
+    ) -> Union[VectorStore, BaseRetriever]:
+        # If documents, then we need to create a Vectara instance using .from_documents
+        if documents is not None and embedding is not None:
+            return Vectara.from_documents(
+                documents=documents,  # type: ignore
+                vectara_customer_id=vectara_customer_id,
+                vectara_corpus_id=vectara_corpus_id,
+                vectara_api_key=vectara_api_key,
+                embedding=embedding,
+            )
+
+        return Vectara(
+            vectara_customer_id=vectara_customer_id,
+            vectara_corpus_id=vectara_corpus_id,
+            vectara_api_key=vectara_api_key,
+        )
diff --git a/src/backend/langflow/components/vectorstores/__init__.py b/src/backend/langflow/components/vectorstores/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 63e8cdf99..48f7b1da1 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -104,6 +104,8 @@ embeddings:
     documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/sentence_transformers"
   CohereEmbeddings:
     documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/cohere"
+  VertexAIEmbeddings:
+    documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/google_vertex_ai_palm"
 llms:
   OpenAI:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"
@@ -127,8 +129,8 @@ llms:
   # There's a bug in this component deactivating until we get it sorted: _language_models.py", line 804, in send_message
   #     is_blocked=safety_attributes.get("blocked", False),
   # AttributeError: 'list' object has no attribute 'get'
-  # ChatVertexAI:
-  #   documentation: "https://python.langchain.com/docs/modules/model_io/models/chat/integrations/google_vertex_ai_palm"
+  ChatVertexAI:
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/chat/integrations/google_vertex_ai_palm"
   ###
 memories:
   # https://github.com/supabase-community/supabase-py/issues/482
@@ -169,8 +171,6 @@ prompts:
 textsplitters:
   CharacterTextSplitter:
     documentation: "https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"
-  RecursiveCharacterTextSplitter:
-    documentation: "https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/recursive_text_splitter"
 toolkits:
   OpenAPIToolkit:
     documentation: ""
diff --git a/src/backend/langflow/database/base.py b/src/backend/langflow/database/base.py
deleted file mode 100644
index 546c341c1..000000000
--- a/src/backend/langflow/database/base.py
+++ /dev/null
@@ -1,78 +0,0 @@
-from contextlib import contextmanager
-import os
-
-from sqlmodel import SQLModel, Session, create_engine
-from langflow.utils.logger import logger
-
-
-class Engine:
-    _instance = None
-
-    @classmethod
-    def get(cls):
-        logger.debug("Getting database engine")
-        if cls._instance is None:
-            cls.create()
-        return cls._instance
-
-    @classmethod
-    def create(cls):
-        logger.debug("Creating database engine")
-        from langflow.settings import settings
-
-        if langflow_database_url := os.getenv("LANGFLOW_DATABASE_URL"):
-            settings.DATABASE_URL = langflow_database_url
-            logger.debug("Using LANGFLOW_DATABASE_URL")
-
-        if settings.DATABASE_URL and settings.DATABASE_URL.startswith("sqlite"):
-            connect_args = {"check_same_thread": False}
-        else:
-            connect_args = {}
-        if not settings.DATABASE_URL:
-            raise RuntimeError("No database_url provided")
-        cls._instance = create_engine(settings.DATABASE_URL, connect_args=connect_args)
-
-    @classmethod
-    def update(cls):
-        logger.debug("Updating database engine")
-        cls._instance = None
-        cls.create()
-
-
-def create_db_and_tables():
-    logger.debug("Creating database and tables")
-    try:
-        SQLModel.metadata.create_all(Engine.get())
-    except Exception as exc:
-        logger.error(f"Error creating database and tables: {exc}")
-        raise RuntimeError("Error creating database and tables") from exc
-    # Now check if the table Flow exists, if not, something went wrong
-    # and we need to create the tables again.
-    from sqlalchemy import inspect
-
-    inspector = inspect(Engine.get())
-    if "flow" not in inspector.get_table_names():
-        logger.error("Something went wrong creating the database and tables.")
-        logger.error("Please check your database settings.")
-
-        raise RuntimeError("Something went wrong creating the database and tables.")
-    else:
-        logger.debug("Database and tables created successfully")
-
-
-@contextmanager
-def session_getter():
-    try:
-        session = Session(Engine.get())
-        yield session
-    except Exception as e:
-        print("Session rollback because of exception:", e)
-        session.rollback()
-        raise
-    finally:
-        session.close()
-
-
-def get_session():
-    with session_getter() as session:
-        yield session
diff --git a/src/backend/langflow/database/models/base.py b/src/backend/langflow/database/models/base.py
deleted file mode 100644
index e20895b93..000000000
--- a/src/backend/langflow/database/models/base.py
+++ /dev/null
@@ -1,14 +0,0 @@
-from sqlmodel import SQLModel
-import orjson
-
-
-def orjson_dumps(v, *, default):
-    # orjson.dumps returns bytes, to match standard json.dumps we need to decode
-    return orjson.dumps(v, default=default).decode()
-
-
-class SQLModelSerializable(SQLModel):
-    class Config:
-        orm_mode = True
-        json_loads = orjson.loads
-        json_dumps = orjson_dumps
diff --git a/src/backend/langflow/database/models/flow_style.py b/src/backend/langflow/database/models/flow_style.py
deleted file mode 100644
index fe53799fe..000000000
--- a/src/backend/langflow/database/models/flow_style.py
+++ /dev/null
@@ -1,33 +0,0 @@
-# Path: src/backend/langflow/database/models/flowstyle.py
-
-from langflow.database.models.base import SQLModelSerializable
-from sqlmodel import Field, Relationship
-from uuid import UUID, uuid4
-from typing import TYPE_CHECKING, Optional
-
-if TYPE_CHECKING:
-    from langflow.database.models.flow import Flow
-
-
-class FlowStyleBase(SQLModelSerializable):
-    color: str
-    emoji: str
-    flow_id: UUID = Field(default=None, foreign_key="flow.id")
-
-
-class FlowStyle(FlowStyleBase, table=True):
-    id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
-    flow: "Flow" = Relationship(back_populates="style")
-
-
-class FlowStyleUpdate(SQLModelSerializable):
-    color: Optional[str] = None
-    emoji: Optional[str] = None
-
-
-class FlowStyleCreate(FlowStyleBase):
-    pass
-
-
-class FlowStyleRead(FlowStyleBase):
-    id: UUID
diff --git a/src/backend/langflow/field_typing/__init__.py b/src/backend/langflow/field_typing/__init__.py
new file mode 100644
index 000000000..927716b11
--- /dev/null
+++ b/src/backend/langflow/field_typing/__init__.py
@@ -0,0 +1,3 @@
+from .base import NestedDict
+
+__all__ = ["NestedDict"]
diff --git a/src/backend/langflow/field_typing/base.py b/src/backend/langflow/field_typing/base.py
new file mode 100644
index 000000000..ed3219888
--- /dev/null
+++ b/src/backend/langflow/field_typing/base.py
@@ -0,0 +1,4 @@
+from typing import Union, Dict
+
+# Type alias for more complex dicts
+NestedDict = Dict[str, Union[str, Dict]]
diff --git a/src/backend/langflow/graph/edge/base.py b/src/backend/langflow/graph/edge/base.py
index 569d33ec0..2df20cbde 100644
--- a/src/backend/langflow/graph/edge/base.py
+++ b/src/backend/langflow/graph/edge/base.py
@@ -1,4 +1,4 @@
-from langflow.utils.logger import logger
+from loguru import logger
 from typing import TYPE_CHECKING
 
 if TYPE_CHECKING:
@@ -40,7 +40,6 @@ class Edge:
         if no_matched_type:
             logger.debug(self.source_types)
             logger.debug(self.target_reqs)
-        if no_matched_type:
             raise ValueError(
                 f"Edge between {self.source.vertex_type} and {self.target.vertex_type} "
                 f"has no matched type"
diff --git a/src/backend/langflow/graph/graph/base.py b/src/backend/langflow/graph/graph/base.py
index 99b4e2b3d..94964e472 100644
--- a/src/backend/langflow/graph/graph/base.py
+++ b/src/backend/langflow/graph/graph/base.py
@@ -1,7 +1,7 @@
 from typing import Dict, Generator, List, Type, Union
 
 from langflow.graph.edge.base import Edge
-from langflow.graph.graph.constants import VERTEX_TYPE_MAP
+from langflow.graph.graph.constants import lazy_load_vertex_dict
 from langflow.graph.vertex.base import Vertex
 from langflow.graph.vertex.types import (
     FileToolVertex,
@@ -10,7 +10,7 @@ from langflow.graph.vertex.types import (
 )
 from langflow.interface.tools.constants import FILE_TOOLS
 from langflow.utils import payload
-from langflow.utils.logger import logger
+from loguru import logger
 from langchain.chains.base import Chain
 
 
@@ -144,7 +144,7 @@ class Graph:
 
         return list(reversed(sorted_vertices))
 
-    def generator_build(self) -> Generator:
+    def generator_build(self) -> Generator[Vertex, None, None]:
         """Builds each vertex in the graph and yields it."""
         sorted_vertices = self.topological_sort()
         logger.debug("Sorted vertices: %s", sorted_vertices)
@@ -187,10 +187,12 @@ class Graph:
         """Returns the node class based on the node type."""
         if node_type in FILE_TOOLS:
             return FileToolVertex
-        if node_type in VERTEX_TYPE_MAP:
-            return VERTEX_TYPE_MAP[node_type]
+        if node_type in lazy_load_vertex_dict.VERTEX_TYPE_MAP:
+            return lazy_load_vertex_dict.VERTEX_TYPE_MAP[node_type]
         return (
-            VERTEX_TYPE_MAP[node_lc_type] if node_lc_type in VERTEX_TYPE_MAP else Vertex
+            lazy_load_vertex_dict.VERTEX_TYPE_MAP[node_lc_type]
+            if node_lc_type in lazy_load_vertex_dict.VERTEX_TYPE_MAP
+            else Vertex
         )
 
     def _build_vertices(self) -> List[Vertex]:
diff --git a/src/backend/langflow/graph/graph/constants.py b/src/backend/langflow/graph/graph/constants.py
index 5e5c3b709..c9fea48b5 100644
--- a/src/backend/langflow/graph/graph/constants.py
+++ b/src/backend/langflow/graph/graph/constants.py
@@ -1,4 +1,3 @@
-from langflow.graph.vertex.base import Vertex
 from langflow.graph.vertex import types
 from langflow.interface.agents.base import agent_creator
 from langflow.interface.chains.base import chain_creator
@@ -15,23 +14,45 @@ from langflow.interface.wrappers.base import wrapper_creator
 from langflow.interface.output_parsers.base import output_parser_creator
 from langflow.interface.retrievers.base import retriever_creator
 from langflow.interface.custom.base import custom_component_creator
-from typing import Dict, Type
+from langflow.utils.lazy_load import LazyLoadDictBase
 
 
-VERTEX_TYPE_MAP: Dict[str, Type[Vertex]] = {
-    **{t: types.PromptVertex for t in prompt_creator.to_list()},
-    **{t: types.AgentVertex for t in agent_creator.to_list()},
-    **{t: types.ChainVertex for t in chain_creator.to_list()},
-    **{t: types.ToolVertex for t in tool_creator.to_list()},
-    **{t: types.ToolkitVertex for t in toolkits_creator.to_list()},
-    **{t: types.WrapperVertex for t in wrapper_creator.to_list()},
-    **{t: types.LLMVertex for t in llm_creator.to_list()},
-    **{t: types.MemoryVertex for t in memory_creator.to_list()},
-    **{t: types.EmbeddingVertex for t in embedding_creator.to_list()},
-    **{t: types.VectorStoreVertex for t in vectorstore_creator.to_list()},
-    **{t: types.DocumentLoaderVertex for t in documentloader_creator.to_list()},
-    **{t: types.TextSplitterVertex for t in textsplitter_creator.to_list()},
-    **{t: types.OutputParserVertex for t in output_parser_creator.to_list()},
-    **{t: types.CustomComponentVertex for t in custom_component_creator.to_list()},
-    **{t: types.RetrieverVertex for t in retriever_creator.to_list()},
-}
+class VertexTypesDict(LazyLoadDictBase):
+    def __init__(self):
+        self._all_types_dict = None
+
+    @property
+    def VERTEX_TYPE_MAP(self):
+        return self.all_types_dict
+
+    def _build_dict(self):
+        langchain_types_dict = self.get_type_dict()
+        return {
+            **langchain_types_dict,
+            "Custom": ["Custom Tool", "Python Function"],
+        }
+
+    def get_type_dict(self):
+        return {
+            **{t: types.PromptVertex for t in prompt_creator.to_list()},
+            **{t: types.AgentVertex for t in agent_creator.to_list()},
+            **{t: types.ChainVertex for t in chain_creator.to_list()},
+            **{t: types.ToolVertex for t in tool_creator.to_list()},
+            **{t: types.ToolkitVertex for t in toolkits_creator.to_list()},
+            **{t: types.WrapperVertex for t in wrapper_creator.to_list()},
+            **{t: types.LLMVertex for t in llm_creator.to_list()},
+            **{t: types.MemoryVertex for t in memory_creator.to_list()},
+            **{t: types.EmbeddingVertex for t in embedding_creator.to_list()},
+            **{t: types.VectorStoreVertex for t in vectorstore_creator.to_list()},
+            **{t: types.DocumentLoaderVertex for t in documentloader_creator.to_list()},
+            **{t: types.TextSplitterVertex for t in textsplitter_creator.to_list()},
+            **{t: types.OutputParserVertex for t in output_parser_creator.to_list()},
+            **{
+                t: types.CustomComponentVertex
+                for t in custom_component_creator.to_list()
+            },
+            **{t: types.RetrieverVertex for t in retriever_creator.to_list()},
+        }
+
+
+lazy_load_vertex_dict = VertexTypesDict()
diff --git a/src/backend/langflow/graph/utils.py b/src/backend/langflow/graph/utils.py
index b78b2f961..e163d76c4 100644
--- a/src/backend/langflow/graph/utils.py
+++ b/src/backend/langflow/graph/utils.py
@@ -3,6 +3,10 @@ from typing import Any, Union
 from langflow.interface.utils import extract_input_variables_from_prompt
 
 
+class UnbuiltObject:
+    pass
+
+
 def validate_prompt(prompt: str):
     """Validate prompt."""
     if extract_input_variables_from_prompt(prompt):
diff --git a/src/backend/langflow/graph/vertex/base.py b/src/backend/langflow/graph/vertex/base.py
index cb7dc4905..ac05ac221 100644
--- a/src/backend/langflow/graph/vertex/base.py
+++ b/src/backend/langflow/graph/vertex/base.py
@@ -1,8 +1,9 @@
 import ast
+from langflow.graph.utils import UnbuiltObject
 from langflow.interface.initialize import loading
-from langflow.interface.listing import ALL_TYPES_DICT
+from langflow.interface.listing import lazy_load_dict
 from langflow.utils.constants import DIRECT_TYPES
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import sync_to_async
 
 
@@ -22,7 +23,7 @@ class Vertex:
         self.edges: List["Edge"] = []
         self.base_type: Optional[str] = base_type
         self._parse_data()
-        self._built_object = None
+        self._built_object = UnbuiltObject()
         self._built = False
         self.artifacts: Dict[str, Any] = {}
 
@@ -62,7 +63,7 @@ class Vertex:
         )
 
         if self.base_type is None:
-            for base_type, value in ALL_TYPES_DICT.items():
+            for base_type, value in lazy_load_dict.ALL_TYPES_DICT.items():
                 if self.vertex_type in value:
                     self.base_type = base_type
                     break
@@ -121,6 +122,19 @@ class Vertex:
                     except Exception as exc:
                         logger.debug(f"Error parsing code: {exc}")
                         params[key] = value.get("value")
+                elif value.get("type") in ["dict", "NestedDict"]:
+                    # When dict comes from the frontend it comes as a
+                    # list of dicts, so we need to convert it to a dict
+                    # before passing it to the build method
+                    _value = value.get("value")
+                    if isinstance(_value, list):
+                        params[key] = {
+                            k: v
+                            for item in value.get("value", [])
+                            for k, v in item.items()
+                        }
+                    elif isinstance(_value, dict):
+                        params[key] = _value
                 else:
                     params[key] = value.get("value")
 
@@ -132,13 +146,13 @@ class Vertex:
         # Add _type to params
         self.params = params
 
-    def _build(self):
+    def _build(self, user_id=None):
         """
         Initiate the build process.
         """
         logger.debug(f"Building {self.vertex_type}")
         self._build_each_node_in_params_dict()
-        self._get_and_instantiate_class()
+        self._get_and_instantiate_class(user_id)
         self._validate_built_object()
 
         self._built = True
@@ -168,23 +182,25 @@ class Vertex:
         """
         return all(self._is_node(node) for node in value)
 
-    def _build_node_and_update_params(self, key, node):
+    def _build_node_and_update_params(self, key, node, user_id=None):
         """
         Builds a given node and updates the params dictionary accordingly.
         """
-        result = node.build()
+        result = node.build(user_id)
         self._handle_func(key, result)
         if isinstance(result, list):
             self._extend_params_list_with_result(key, result)
         self.params[key] = result
 
-    def _build_list_of_nodes_and_update_params(self, key, nodes):
+    def _build_list_of_nodes_and_update_params(
+        self, key, nodes: List["Vertex"], user_id=None
+    ):
         """
         Iterates over a list of nodes, builds each and updates the params dictionary.
         """
         self.params[key] = []
         for node in nodes:
-            built = node.build()
+            built = node.build(user_id)
             if isinstance(built, list):
                 if key not in self.params:
                     self.params[key] = []
@@ -214,7 +230,7 @@ class Vertex:
         if isinstance(self.params[key], list):
             self.params[key].extend(result)
 
-    def _get_and_instantiate_class(self):
+    def _get_and_instantiate_class(self, user_id=None):
         """
         Gets the class from a dictionary and instantiates it with the params.
         """
@@ -225,6 +241,7 @@ class Vertex:
                 node_type=self.vertex_type,
                 base_type=self.base_type,
                 params=self.params,
+                user_id=user_id,
             )
             self._update_built_object_and_artifacts(result)
         except Exception as exc:
@@ -245,12 +262,18 @@ class Vertex:
         """
         Checks if the built object is None and raises a ValueError if so.
         """
-        if self._built_object is None:
-            raise ValueError(f"Node type {self.vertex_type} not found")
+        if isinstance(self._built_object, UnbuiltObject):
+            raise ValueError(f"{self.vertex_type}: {self._built_object_repr()}")
+        elif self._built_object is None:
+            message = f"{self.vertex_type} returned None."
+            if self.base_type == "custom_components":
+                message += " Make sure your build method returns a component."
 
-    def build(self, force: bool = False) -> Any:
+            raise ValueError(message)
+
+    def build(self, force: bool = False, user_id=None, *args, **kwargs) -> Any:
         if not self._built or force:
-            self._build()
+            self._build(user_id, *args, **kwargs)
 
         return self._built_object
 
diff --git a/src/backend/langflow/graph/vertex/types.py b/src/backend/langflow/graph/vertex/types.py
index b7ac17983..d5b7d2d58 100644
--- a/src/backend/langflow/graph/vertex/types.py
+++ b/src/backend/langflow/graph/vertex/types.py
@@ -21,18 +21,18 @@ class AgentVertex(Vertex):
             elif isinstance(source_node, ChainVertex):
                 self.chains.append(source_node)
 
-    def build(self, force: bool = False) -> Any:
+    def build(self, force: bool = False, user_id=None, *args, **kwargs) -> Any:
         if not self._built or force:
             self._set_tools_and_chains()
             # First, build the tools
             for tool_node in self.tools:
-                tool_node.build()
+                tool_node.build(user_id=user_id)
 
             # Next, build the chains and the rest
             for chain_node in self.chains:
-                chain_node.build(tools=self.tools)
+                chain_node.build(tools=self.tools, user_id=user_id)
 
-            self._build()
+            self._build(user_id=user_id)
 
         return self._built_object
 
@@ -49,13 +49,13 @@ class LLMVertex(Vertex):
     def __init__(self, data: Dict):
         super().__init__(data, base_type="llms")
 
-    def build(self, force: bool = False) -> Any:
+    def build(self, force: bool = False, user_id=None, *args, **kwargs) -> Any:
         # LLM is different because some models might take up too much memory
         # or time to load. So we only load them when we need them.ß
         if self.vertex_type == self.built_node_type:
             return self.class_built_object
         if not self._built or force:
-            self._build()
+            self._build(user_id=user_id)
             self.built_node_type = self.vertex_type
             self.class_built_object = self._built_object
         # Avoid deepcopying the LLM
@@ -77,11 +77,11 @@ class WrapperVertex(Vertex):
     def __init__(self, data: Dict):
         super().__init__(data, base_type="wrappers")
 
-    def build(self, force: bool = False) -> Any:
+    def build(self, force: bool = False, user_id=None, *args, **kwargs) -> Any:
         if not self._built or force:
             if "headers" in self.params:
                 self.params["headers"] = ast.literal_eval(self.params["headers"])
-            self._build()
+            self._build(user_id=user_id)
         return self._built_object
 
 
@@ -148,16 +148,19 @@ class ChainVertex(Vertex):
     def build(
         self,
         force: bool = False,
-        tools: Optional[List[Union[ToolkitVertex, ToolVertex]]] = None,
+        user_id=None,
+        *args,
+        **kwargs,
     ) -> Any:
         if not self._built or force:
             # Check if the chain requires a PromptVertex
             for key, value in self.params.items():
                 if isinstance(value, PromptVertex):
                     # Build the PromptVertex, passing the tools if available
+                    tools = kwargs.get("tools", None)
                     self.params[key] = value.build(tools=tools, force=force)
 
-            self._build()
+            self._build(user_id=user_id)
 
         return self._built_object
 
@@ -169,7 +172,10 @@ class PromptVertex(Vertex):
     def build(
         self,
         force: bool = False,
+        user_id=None,
         tools: Optional[List[Union[ToolkitVertex, ToolVertex]]] = None,
+        *args,
+        **kwargs,
     ) -> Any:
         if not self._built or force:
             if (
@@ -180,7 +186,7 @@ class PromptVertex(Vertex):
             # Check if it is a ZeroShotPrompt and needs a tool
             if "ShotPrompt" in self.vertex_type:
                 tools = (
-                    [tool_node.build() for tool_node in tools]
+                    [tool_node.build(user_id=user_id) for tool_node in tools]
                     if tools is not None
                     else []
                 )
@@ -208,7 +214,7 @@ class PromptVertex(Vertex):
             else:
                 self.params.pop("input_variables", None)
 
-            self._build()
+            self._build(user_id=user_id)
         return self._built_object
 
     def _built_object_repr(self):
@@ -226,7 +232,12 @@ class PromptVertex(Vertex):
         # so the prompt format doesn't break
         artifacts.pop("handle_keys", None)
         try:
-            template = self._built_object.template
+            if not hasattr(self._built_object, "template") and hasattr(
+                self._built_object, "prompt"
+            ):
+                template = self._built_object.prompt.template
+            else:
+                template = self._built_object.template
             for key, value in artifacts.items():
                 if value:
                     replace_key = "{" + key + "}"
diff --git a/src/backend/langflow/interface/agents/base.py b/src/backend/langflow/interface/agents/base.py
index cc5214c0c..574264e47 100644
--- a/src/backend/langflow/interface/agents/base.py
+++ b/src/backend/langflow/interface/agents/base.py
@@ -5,9 +5,10 @@ from langchain.agents import types
 from langflow.custom.customs import get_custom_nodes
 from langflow.interface.agents.custom import CUSTOM_AGENTS
 from langflow.interface.base import LangChainTypeCreator
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.agents import AgentFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class, build_template_from_method
 
 
@@ -53,13 +54,17 @@ class AgentCreator(LangChainTypeCreator):
     # Now this is a generator
     def to_list(self) -> List[str]:
         names = []
+        settings_manager = get_settings_manager()
         for _, agent in self.type_to_loader_dict.items():
             agent_name = (
                 agent.function_name()
                 if hasattr(agent, "function_name")
                 else agent.__name__
             )
-            if agent_name in settings.AGENTS or settings.DEV:
+            if (
+                agent_name in settings_manager.settings.AGENTS
+                or settings_manager.settings.DEV
+            ):
                 names.append(agent_name)
         return names
 
diff --git a/src/backend/langflow/interface/base.py b/src/backend/langflow/interface/base.py
index 76d859b1f..b006a3174 100644
--- a/src/backend/langflow/interface/base.py
+++ b/src/backend/langflow/interface/base.py
@@ -2,13 +2,14 @@ from abc import ABC, abstractmethod
 from typing import Any, Dict, List, Optional, Type, Union
 from langchain.chains.base import Chain
 from langchain.agents import AgentExecutor
+from langflow.services.utils import get_settings_manager
 from pydantic import BaseModel
 
 from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
 from langflow.template.template.base import Template
-from langflow.utils.logger import logger
-from langflow.settings import settings
+from loguru import logger
+
 
 # Assuming necessary imports for Field, Template, and FrontendNode classes
 
@@ -26,9 +27,12 @@ class LangChainTypeCreator(BaseModel, ABC):
     @property
     def docs_map(self) -> Dict[str, str]:
         """A dict with the name of the component as key and the documentation link as value."""
+        settings_manager = get_settings_manager()
         if self.name_docs_dict is None:
             try:
-                type_settings = getattr(settings, self.type_name.upper())
+                type_settings = getattr(
+                    settings_manager.settings, self.type_name.upper()
+                )
                 self.name_docs_dict = {
                     name: value_dict["documentation"]
                     for name, value_dict in type_settings.items()
diff --git a/src/backend/langflow/interface/chains/base.py b/src/backend/langflow/interface/chains/base.py
index fe58397b2..755ac82dd 100644
--- a/src/backend/langflow/interface/chains/base.py
+++ b/src/backend/langflow/interface/chains/base.py
@@ -3,9 +3,10 @@ from typing import Any, Dict, List, Optional, Type
 from langflow.custom.customs import get_custom_nodes
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.chains import ChainFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class, build_template_from_method
 from langchain import chains
 from langchain_experimental.sql import SQLDatabaseChain  # type: ignore
@@ -30,6 +31,7 @@ class ChainCreator(LangChainTypeCreator):
     @property
     def type_to_loader_dict(self) -> Dict:
         if self.type_dict is None:
+            settings_manager = get_settings_manager()
             self.type_dict: dict[str, Any] = {
                 chain_name: import_class(f"langchain.chains.{chain_name}")
                 for chain_name in chains.__all__
@@ -43,7 +45,8 @@ class ChainCreator(LangChainTypeCreator):
             self.type_dict = {
                 name: chain
                 for name, chain in self.type_dict.items()
-                if name in settings.CHAINS or settings.DEV
+                if name in settings_manager.settings.CHAINS
+                or settings_manager.settings.DEV
             }
         return self.type_dict
 
diff --git a/src/backend/langflow/interface/custom/base.py b/src/backend/langflow/interface/custom/base.py
index 06e874fa7..45a3ea215 100644
--- a/src/backend/langflow/interface/custom/base.py
+++ b/src/backend/langflow/interface/custom/base.py
@@ -8,7 +8,7 @@ from langflow.interface.custom.custom_component import CustomComponent
 from langflow.template.frontend_node.custom_components import (
     CustomComponentFrontendNode,
 )
-from langflow.utils.logger import logger
+from loguru import logger
 
 # Assuming necessary imports for Field, Template, and FrontendNode classes
 
diff --git a/src/backend/langflow/interface/custom/component.py b/src/backend/langflow/interface/custom/component.py
index d122eb6da..06db5bd46 100644
--- a/src/backend/langflow/interface/custom/component.py
+++ b/src/backend/langflow/interface/custom/component.py
@@ -66,6 +66,9 @@ class Component(BaseModel):
                 elif "beta" in item_name:
                     template_config["beta"] = ast.literal_eval(item_value)
 
+                elif "documentation" in item_name:
+                    template_config["documentation"] = ast.literal_eval(item_value)
+
         return template_config
 
     def build(self, *args: Any, **kwargs: Any) -> Any:
diff --git a/src/backend/langflow/interface/custom/constants.py b/src/backend/langflow/interface/custom/constants.py
index 83cf4b463..39a1e9f3b 100644
--- a/src/backend/langflow/interface/custom/constants.py
+++ b/src/backend/langflow/interface/custom/constants.py
@@ -8,10 +8,13 @@ from langchain.text_splitter import TextSplitter
 from langchain.tools import Tool
 from langchain.vectorstores.base import VectorStore
 from langchain.schema import BaseOutputParser
-
+from langchain.schema.memory import BaseMemory
+from langchain.memory.chat_memory import BaseChatMemory
+from langchain.agents.agent import AgentExecutor
 
 LANGCHAIN_BASE_TYPES = {
     "Chain": Chain,
+    "AgentExecutor": AgentExecutor,
     "Tool": Tool,
     "BaseLLM": BaseLLM,
     "PromptTemplate": PromptTemplate,
@@ -22,6 +25,8 @@ LANGCHAIN_BASE_TYPES = {
     "Embeddings": Embeddings,
     "BaseRetriever": BaseRetriever,
     "BaseOutputParser": BaseOutputParser,
+    "BaseMemory": BaseMemory,
+    "BaseChatMemory": BaseChatMemory,
 }
 
 # Langchain base types plus Python base types
diff --git a/src/backend/langflow/interface/custom/custom_component.py b/src/backend/langflow/interface/custom/custom_component.py
index ce8956660..1357daf68 100644
--- a/src/backend/langflow/interface/custom/custom_component.py
+++ b/src/backend/langflow/interface/custom/custom_component.py
@@ -1,13 +1,16 @@
-from typing import Any, Callable, List, Optional
+from typing import Any, Callable, List, Optional, Union
+from uuid import UUID
 from fastapi import HTTPException
 from langflow.interface.custom.constants import CUSTOM_COMPONENT_SUPPORTED_TYPES
 from langflow.interface.custom.component import Component
 from langflow.interface.custom.directory_reader import DirectoryReader
+from langflow.services.utils import get_db_manager
+from langflow.interface.custom.utils import extract_inner_type
 
 from langflow.utils import validate
 
-from langflow.database.base import session_getter
-from langflow.database.models.flow import Flow
+from langflow.services.database.utils import session_getter
+from langflow.services.database.models.flow import Flow
 from pydantic import Extra
 import yaml
 
@@ -19,7 +22,8 @@ class CustomComponent(Component, extra=Extra.allow):
     function_entrypoint_name = "build"
     function: Optional[Callable] = None
     return_type_valid_list = list(CUSTOM_COMPONENT_SUPPORTED_TYPES.keys())
-    repr_value: Optional[str] = ""
+    repr_value: Optional[Any] = ""
+    user_id: Optional[Union[UUID, str]] = None
 
     def __init__(self, **data):
         super().__init__(**data)
@@ -49,7 +53,9 @@ class CustomComponent(Component, extra=Extra.allow):
         reader = DirectoryReader("", False)
 
         for type_hint in TYPE_HINT_LIST:
-            if reader.is_type_hint_used_but_not_imported(type_hint, code):
+            if reader._is_type_hint_used_in_args(
+                type_hint, code
+            ) and not reader._is_type_hint_imported(type_hint, code):
                 error_detail = {
                     "error": "Type hint Error",
                     "traceback": f"Type hint '{type_hint}' is used but not imported in the code.",
@@ -92,9 +98,9 @@ class CustomComponent(Component, extra=Extra.allow):
         return build_method["args"]
 
     @property
-    def get_function_entrypoint_return_type(self) -> str:
+    def get_function_entrypoint_return_type(self) -> List[str]:
         if not self.code:
-            return ""
+            return []
         tree = self.get_code_tree(self.code)
 
         component_classes = [
@@ -103,7 +109,7 @@ class CustomComponent(Component, extra=Extra.allow):
             if self.code_class_base_inheritance in cls["bases"]
         ]
         if not component_classes:
-            return ""
+            return []
 
         # Assume the first Component class is the one we're interested in
         component_class = component_classes[0]
@@ -114,11 +120,25 @@ class CustomComponent(Component, extra=Extra.allow):
         ]
 
         if not build_methods:
-            return ""
+            return []
 
         build_method = build_methods[0]
+        return_type = build_method["return_type"]
+        if not return_type:
+            return []
+        # If list or List is in the return type, then we remove it and return the inner type
+        if return_type.startswith("list") or return_type.startswith("List"):
+            return_type = extract_inner_type(return_type)
 
-        return build_method["return_type"]
+        # If the return type is not a Union, then we just return it as a list
+        if "Union" not in return_type:
+            return [return_type] if return_type in self.return_type_valid_list else []
+
+        # If the return type is a Union, then we need to parse it
+        return_type = return_type.replace("Union", "").replace("[", "").replace("]", "")
+        return_type = return_type.split(",")
+        return_type = [item.strip() for item in return_type]
+        return [item for item in return_type if item in self.return_type_valid_list]
 
     @property
     def get_main_class_name(self):
@@ -159,7 +179,8 @@ class CustomComponent(Component, extra=Extra.allow):
         from langflow.processing.process import build_sorted_vertices_with_caching
         from langflow.processing.process import process_tweaks
 
-        with session_getter() as session:
+        db_manager = get_db_manager()
+        with session_getter(db_manager) as session:
             graph_data = flow.data if (flow := session.get(Flow, flow_id)) else None
         if not graph_data:
             raise ValueError(f"Flow {flow_id} not found")
@@ -168,10 +189,16 @@ class CustomComponent(Component, extra=Extra.allow):
         return build_sorted_vertices_with_caching(graph_data)
 
     def list_flows(self, *, get_session: Optional[Callable] = None) -> List[Flow]:
-        get_session = get_session or session_getter
-        with get_session() as session:
-            flows = session.query(Flow).all()
-        return flows
+        if not self.user_id:
+            raise ValueError("Session is invalid")
+        try:
+            get_session = get_session or session_getter
+            db_manager = get_db_manager()
+            with get_session(db_manager) as session:
+                flows = session.query(Flow).filter(Flow.user_id == self.user_id).all()
+            return flows
+        except Exception as e:
+            raise ValueError("Session is invalid") from e
 
     def get_flow(
         self,
@@ -182,12 +209,16 @@ class CustomComponent(Component, extra=Extra.allow):
         get_session: Optional[Callable] = None,
     ) -> Flow:
         get_session = get_session or session_getter
-
-        with get_session() as session:
+        db_manager = get_db_manager()
+        with get_session(db_manager) as session:
             if flow_id:
                 flow = session.query(Flow).get(flow_id)
             elif flow_name:
-                flow = session.query(Flow).filter(Flow.name == flow_name).first()
+                flow = (
+                    session.query(Flow)
+                    .filter(Flow.name == flow_name)
+                    .filter(Flow.user_id == self.user_id)
+                ).first()
             else:
                 raise ValueError("Either flow_name or flow_id must be provided")
 
diff --git a/src/backend/langflow/interface/custom/directory_reader.py b/src/backend/langflow/interface/custom/directory_reader.py
index 57bb3ca95..01b11a4a6 100644
--- a/src/backend/langflow/interface/custom/directory_reader.py
+++ b/src/backend/langflow/interface/custom/directory_reader.py
@@ -1,7 +1,7 @@
 import os
 import ast
 import zlib
-from langflow.utils.logger import logger
+from loguru import logger
 
 
 class CustomComponentPathValueError(ValueError):
@@ -77,7 +77,7 @@ class DirectoryReader:
         ]
         filtered = [menu for menu in items if menu["components"]]
         logger.debug(
-            f'Filtered components {"with errors" if with_errors else ""}: {filtered}'
+            f'Filtered components {"with errors" if with_errors else ""}: {len(filtered)}'
         )
         return {"menu": filtered}
 
@@ -152,15 +152,19 @@ class DirectoryReader:
         Check if a specific type hint is used in the
         function definitions within the given code.
         """
-        module = ast.parse(code)
+        try:
+            module = ast.parse(code)
 
-        for node in ast.walk(module):
-            if isinstance(node, ast.FunctionDef):
-                for arg in node.args.args:
-                    if self._is_type_hint_in_arg_annotation(
-                        arg.annotation, type_hint_name
-                    ):
-                        return True
+            for node in ast.walk(module):
+                if isinstance(node, ast.FunctionDef):
+                    for arg in node.args.args:
+                        if self._is_type_hint_in_arg_annotation(
+                            arg.annotation, type_hint_name
+                        ):
+                            return True
+        except SyntaxError:
+            # Returns False if the code is not valid Python
+            return False
         return False
 
     def _is_type_hint_in_arg_annotation(self, annotation, type_hint_name: str) -> bool:
@@ -204,8 +208,13 @@ class DirectoryReader:
             return False, "Syntax error"
         elif not self.validate_build(file_content):
             return False, "Missing build function"
-        elif self.is_type_hint_used_but_not_imported("Optional", file_content):
-            return False, "Type hint 'Optional' is used but not imported in the code."
+        elif self._is_type_hint_used_in_args(
+            "Optional", file_content
+        ) and not self._is_type_hint_imported("Optional", file_content):
+            return (
+                False,
+                "Type hint 'Optional' is used but not imported in the code.",
+            )
         else:
             if self.compress_code_field:
                 file_content = str(StringCompressor(file_content).compress_string())
diff --git a/src/backend/langflow/interface/custom/utils.py b/src/backend/langflow/interface/custom/utils.py
new file mode 100644
index 000000000..99b0d4bc6
--- /dev/null
+++ b/src/backend/langflow/interface/custom/utils.py
@@ -0,0 +1,10 @@
+import re
+
+
+def extract_inner_type(return_type: str) -> str:
+    """
+    Extracts the inner type from a type hint that is a list.
+    """
+    if match := re.match(r"list\[(.*)\]", return_type, re.IGNORECASE):
+        return match[1]
+    return return_type
diff --git a/src/backend/langflow/interface/document_loaders/base.py b/src/backend/langflow/interface/document_loaders/base.py
index ebae1e5a4..a2c147e16 100644
--- a/src/backend/langflow/interface/document_loaders/base.py
+++ b/src/backend/langflow/interface/document_loaders/base.py
@@ -1,10 +1,11 @@
 from typing import Dict, List, Optional, Type
 
 from langflow.interface.base import LangChainTypeCreator
+from langflow.services.utils import get_settings_manager
 from langflow.template.frontend_node.documentloaders import DocumentLoaderFrontNode
 from langflow.interface.custom_lists import documentloaders_type_to_cls_dict
-from langflow.settings import settings
-from langflow.utils.logger import logger
+
+from loguru import logger
 from langflow.utils.util import build_template_from_class
 
 
@@ -30,10 +31,12 @@ class DocumentLoaderCreator(LangChainTypeCreator):
             return None
 
     def to_list(self) -> List[str]:
+        settings_manager = get_settings_manager()
         return [
             documentloader.__name__
             for documentloader in self.type_to_loader_dict.values()
-            if documentloader.__name__ in settings.DOCUMENTLOADERS or settings.DEV
+            if documentloader.__name__ in settings_manager.settings.DOCUMENTLOADERS
+            or settings_manager.settings.DEV
         ]
 
 
diff --git a/src/backend/langflow/interface/embeddings/base.py b/src/backend/langflow/interface/embeddings/base.py
index 7572a06cc..1063d10d1 100644
--- a/src/backend/langflow/interface/embeddings/base.py
+++ b/src/backend/langflow/interface/embeddings/base.py
@@ -2,10 +2,11 @@ from typing import Dict, List, Optional, Type
 
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.custom_lists import embedding_type_to_cls_dict
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.base import FrontendNode
 from langflow.template.frontend_node.embeddings import EmbeddingFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class
 
 
@@ -32,10 +33,12 @@ class EmbeddingCreator(LangChainTypeCreator):
             return None
 
     def to_list(self) -> List[str]:
+        settings_manager = get_settings_manager()
         return [
             embedding.__name__
             for embedding in self.type_to_loader_dict.values()
-            if embedding.__name__ in settings.EMBEDDINGS or settings.DEV
+            if embedding.__name__ in settings_manager.settings.EMBEDDINGS
+            or settings_manager.settings.DEV
         ]
 
 
diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index e72e5091b..b600fb5b2 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -1,5 +1,6 @@
 import json
-from typing import Any, Callable, Dict, Sequence, Type
+import orjson
+from typing import Any, Callable, Dict, Sequence, Type, TYPE_CHECKING
 
 from langchain.agents import agent as agent_module
 from langchain.agents.agent import AgentExecutor
@@ -33,10 +34,15 @@ from langflow.utils import validate
 from langchain.chains.base import Chain
 from langchain.vectorstores.base import VectorStore
 from langchain.document_loaders.base import BaseLoader
-from langflow.utils.logger import logger
+from loguru import logger
+
+if TYPE_CHECKING:
+    from langflow import CustomComponent
 
 
-def instantiate_class(node_type: str, base_type: str, params: Dict) -> Any:
+def instantiate_class(
+    node_type: str, base_type: str, params: Dict, user_id=None
+) -> Any:
     """Instantiate class from module type and key, and params"""
     params = convert_params_to_sets(params)
     params = convert_kwargs(params)
@@ -47,7 +53,9 @@ def instantiate_class(node_type: str, base_type: str, params: Dict) -> Any:
             return custom_node(**params)
     logger.debug(f"Instantiating {node_type} of type {base_type}")
     class_object = import_by_type(_type=base_type, name=node_type)
-    return instantiate_based_on_type(class_object, base_type, node_type, params)
+    return instantiate_based_on_type(
+        class_object, base_type, node_type, params, user_id=user_id
+    )
 
 
 def convert_params_to_sets(params):
@@ -66,7 +74,7 @@ def convert_kwargs(params):
     for key in kwargs_keys:
         if isinstance(params[key], str):
             try:
-                params[key] = json.loads(params[key])
+                params[key] = orjson.loads(params[key])
             except json.JSONDecodeError:
                 # if the string is not a valid json string, we will
                 # remove the key from the params
@@ -74,7 +82,7 @@ def convert_kwargs(params):
     return params
 
 
-def instantiate_based_on_type(class_object, base_type, node_type, params):
+def instantiate_based_on_type(class_object, base_type, node_type, params, user_id):
     if base_type == "agents":
         return instantiate_agent(node_type, class_object, params)
     elif base_type == "prompts":
@@ -88,7 +96,7 @@ def instantiate_based_on_type(class_object, base_type, node_type, params):
     elif base_type == "toolkits":
         return instantiate_toolkit(node_type, class_object, params)
     elif base_type == "embeddings":
-        return instantiate_embedding(class_object, params)
+        return instantiate_embedding(node_type, class_object, params)
     elif base_type == "vectorstores":
         return instantiate_vectorstore(class_object, params)
     elif base_type == "documentloaders":
@@ -108,17 +116,20 @@ def instantiate_based_on_type(class_object, base_type, node_type, params):
     elif base_type == "memory":
         return instantiate_memory(node_type, class_object, params)
     elif base_type == "custom_components":
-        return instantiate_custom_component(node_type, class_object, params)
+        return instantiate_custom_component(node_type, class_object, params, user_id)
     elif base_type == "wrappers":
         return instantiate_wrapper(node_type, class_object, params)
     else:
         return class_object(**params)
 
 
-def instantiate_custom_component(node_type, class_object, params):
-    class_object = get_function_custom(params.pop("code"))
-    custom_component = class_object()
-    built_object = custom_component.build(**params)
+def instantiate_custom_component(node_type, class_object, params, user_id):
+    # we need to make a copy of the params because we will be
+    # modifying it
+    params_copy = params.copy()
+    class_object: "CustomComponent" = get_function_custom(params_copy.pop("code"))
+    custom_component = class_object(user_id=user_id)
+    built_object = custom_component.build(**params_copy)
     return built_object, {"repr": custom_component.custom_repr()}
 
 
@@ -144,7 +155,7 @@ def instantiate_llm(node_type, class_object, params: Dict):
     # This is a workaround so JinaChat works until streaming is implemented
     # if "openai_api_base" in params and "jina" in params["openai_api_base"]:
     # False if condition is True
-    if node_type == "VertexAI":
+    if "VertexAI" in node_type:
         return initialize_vertexai(class_object=class_object, params=params)
     # max_tokens sometimes is a string and should be an int
     if "max_tokens" in params:
@@ -258,9 +269,13 @@ def instantiate_toolkit(node_type, class_object: Type[BaseToolkit], params: Dict
     return loaded_toolkit
 
 
-def instantiate_embedding(class_object, params: Dict):
+def instantiate_embedding(node_type, class_object, params: Dict):
     params.pop("model", None)
     params.pop("headers", None)
+
+    if "VertexAI" in node_type:
+        return initialize_vertexai(class_object=class_object, params=params)
+
     try:
         return class_object(**params)
     except ValidationError:
@@ -303,7 +318,7 @@ def instantiate_documentloader(class_object: Type[BaseLoader], params: Dict):
     metadata = params.pop("metadata", None)
     if metadata and isinstance(metadata, str):
         try:
-            metadata = json.loads(metadata)
+            metadata = orjson.loads(metadata)
         except json.JSONDecodeError as exc:
             raise ValueError(
                 "The metadata you provided is not a valid JSON string."
diff --git a/src/backend/langflow/interface/initialize/utils.py b/src/backend/langflow/interface/initialize/utils.py
index 976d8906c..199626de5 100644
--- a/src/backend/langflow/interface/initialize/utils.py
+++ b/src/backend/langflow/interface/initialize/utils.py
@@ -1,5 +1,7 @@
 import contextlib
 import json
+from langflow.services.database.models.base import orjson_dumps
+import orjson
 from typing import Any, Dict, List
 
 from langchain.agents import ZeroShotAgent
@@ -51,7 +53,9 @@ def handle_partial_variables(prompt, format_kwargs: Dict):
     }
     # Remove handle_keys otherwise LangChain raises an error
     partial_variables.pop("handle_keys", None)
-    return prompt.partial(**partial_variables)
+    if partial_variables and hasattr(prompt, "partial"):
+        return prompt.partial(**partial_variables)
+    return prompt
 
 
 def handle_variable(params: Dict, input_variable: str, format_kwargs: Dict):
@@ -93,9 +97,11 @@ def format_content(variable):
 
 def try_to_load_json(content):
     with contextlib.suppress(json.JSONDecodeError):
-        content = json.loads(content)
+        content = orjson.loads(content)
         if isinstance(content, list):
             content = ",".join([str(item) for item in content])
+        else:
+            content = orjson_dumps(content)
     return content
 
 
diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index d4bdb0155..233292626 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -1,4 +1,3 @@
-import json
 from typing import Any, Callable, Dict, Type
 from langchain.vectorstores import (
     Pinecone,
@@ -12,6 +11,8 @@ from langchain.vectorstores import (
 
 import os
 
+import orjson
+
 
 def docs_in_params(params: dict) -> bool:
     """Check if params has documents OR texts and one of them is not an empty list,
@@ -92,7 +93,7 @@ def initialize_weaviate(class_object: Type[Weaviate], params: dict):
         import weaviate  # type: ignore
 
         client_kwargs_json = params.get("client_kwargs", "{}")
-        client_kwargs = json.loads(client_kwargs_json)
+        client_kwargs = orjson.loads(client_kwargs_json)
         client_params = {
             "url": params.get("weaviate_url"),
         }
@@ -130,8 +131,8 @@ def initialize_pinecone(class_object: Type[Pinecone], params: dict):
 
     import pinecone  # type: ignore
 
-    pinecone_api_key = params.get("pinecone_api_key")
-    pinecone_env = params.get("pinecone_env")
+    pinecone_api_key = params.pop("pinecone_api_key")
+    pinecone_env = params.pop("pinecone_env")
 
     if pinecone_api_key is None or pinecone_env is None:
         if os.getenv("PINECONE_API_KEY") is not None:
@@ -170,6 +171,26 @@ def initialize_pinecone(class_object: Type[Pinecone], params: dict):
 
 def initialize_chroma(class_object: Type[Chroma], params: dict):
     """Initialize a ChromaDB object from the params"""
+    if (  # type: ignore
+        "chroma_server_host" in params or "chroma_server_http_port" in params
+    ):
+        import chromadb  # type: ignore
+
+        settings_params = {
+            key: params[key]
+            for key, value_ in params.items()
+            if key.startswith("chroma_server_") and value_
+        }
+        chroma_settings = chromadb.config.Settings(**settings_params)
+        params["client_settings"] = chroma_settings
+    else:
+        # remove all chroma_server_ keys from params
+        params = {
+            key: value
+            for key, value in params.items()
+            if not key.startswith("chroma_server_")
+        }
+
     persist = params.pop("persist", False)
     if not docs_in_params(params):
         params.pop("documents", None)
diff --git a/src/backend/langflow/interface/listing.py b/src/backend/langflow/interface/listing.py
index fe3090f65..1cab1efbc 100644
--- a/src/backend/langflow/interface/listing.py
+++ b/src/backend/langflow/interface/listing.py
@@ -14,34 +14,43 @@ from langflow.interface.wrappers.base import wrapper_creator
 from langflow.interface.output_parsers.base import output_parser_creator
 from langflow.interface.retrievers.base import retriever_creator
 from langflow.interface.custom.base import custom_component_creator
+from langflow.utils.lazy_load import LazyLoadDictBase
 
 
-def get_type_dict():
-    return {
-        "agents": agent_creator.to_list(),
-        "prompts": prompt_creator.to_list(),
-        "llms": llm_creator.to_list(),
-        "tools": tool_creator.to_list(),
-        "chains": chain_creator.to_list(),
-        "memory": memory_creator.to_list(),
-        "toolkits": toolkits_creator.to_list(),
-        "wrappers": wrapper_creator.to_list(),
-        "documentLoaders": documentloader_creator.to_list(),
-        "vectorStore": vectorstore_creator.to_list(),
-        "embeddings": embedding_creator.to_list(),
-        "textSplitters": textsplitter_creator.to_list(),
-        "utilities": utility_creator.to_list(),
-        "outputParsers": output_parser_creator.to_list(),
-        "retrievers": retriever_creator.to_list(),
-        "custom_components": custom_component_creator.to_list(),
-    }
+class AllTypesDict(LazyLoadDictBase):
+    def __init__(self):
+        self._all_types_dict = None
+
+    @property
+    def ALL_TYPES_DICT(self):
+        return self.all_types_dict
+
+    def _build_dict(self):
+        langchain_types_dict = self.get_type_dict()
+        return {
+            **langchain_types_dict,
+            "Custom": ["Custom Tool", "Python Function"],
+        }
+
+    def get_type_dict(self):
+        return {
+            "agents": agent_creator.to_list(),
+            "prompts": prompt_creator.to_list(),
+            "llms": llm_creator.to_list(),
+            "tools": tool_creator.to_list(),
+            "chains": chain_creator.to_list(),
+            "memory": memory_creator.to_list(),
+            "toolkits": toolkits_creator.to_list(),
+            "wrappers": wrapper_creator.to_list(),
+            "documentLoaders": documentloader_creator.to_list(),
+            "vectorStore": vectorstore_creator.to_list(),
+            "embeddings": embedding_creator.to_list(),
+            "textSplitters": textsplitter_creator.to_list(),
+            "utilities": utility_creator.to_list(),
+            "outputParsers": output_parser_creator.to_list(),
+            "retrievers": retriever_creator.to_list(),
+            "custom_components": custom_component_creator.to_list(),
+        }
 
 
-LANGCHAIN_TYPES_DICT = get_type_dict()
-
-# Now we'll build a dict with Langchain types and ours
-
-ALL_TYPES_DICT = {
-    **LANGCHAIN_TYPES_DICT,
-    "Custom": ["Custom Tool", "Python Function"],
-}
+lazy_load_dict = AllTypesDict()
diff --git a/src/backend/langflow/interface/llms/base.py b/src/backend/langflow/interface/llms/base.py
index 06aedd3cb..87e4937cf 100644
--- a/src/backend/langflow/interface/llms/base.py
+++ b/src/backend/langflow/interface/llms/base.py
@@ -2,9 +2,10 @@ from typing import Dict, List, Optional, Type
 
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.custom_lists import llm_type_to_cls_dict
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.llms import LLMFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class
 
 
@@ -33,10 +34,12 @@ class LLMCreator(LangChainTypeCreator):
             return None
 
     def to_list(self) -> List[str]:
+        settings_manager = get_settings_manager()
         return [
             llm.__name__
             for llm in self.type_to_loader_dict.values()
-            if llm.__name__ in settings.LLMS or settings.DEV
+            if llm.__name__ in settings_manager.settings.LLMS
+            or settings_manager.settings.DEV
         ]
 
 
diff --git a/src/backend/langflow/interface/memories/base.py b/src/backend/langflow/interface/memories/base.py
index 9cd25381c..61c6cc430 100644
--- a/src/backend/langflow/interface/memories/base.py
+++ b/src/backend/langflow/interface/memories/base.py
@@ -2,10 +2,11 @@ from typing import Dict, List, Optional, Type
 
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.custom_lists import memory_type_to_cls_dict
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.base import FrontendNode
 from langflow.template.frontend_node.memories import MemoryFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class, build_template_from_method
 from langflow.custom.customs import get_custom_nodes
 
@@ -48,10 +49,12 @@ class MemoryCreator(LangChainTypeCreator):
             return None
 
     def to_list(self) -> List[str]:
+        settings_manager = get_settings_manager()
         return [
             memory.__name__
             for memory in self.type_to_loader_dict.values()
-            if memory.__name__ in settings.MEMORIES or settings.DEV
+            if memory.__name__ in settings_manager.settings.MEMORIES
+            or settings_manager.settings.DEV
         ]
 
 
diff --git a/src/backend/langflow/interface/output_parsers/base.py b/src/backend/langflow/interface/output_parsers/base.py
index b5235ad58..b6eb36a0e 100644
--- a/src/backend/langflow/interface/output_parsers/base.py
+++ b/src/backend/langflow/interface/output_parsers/base.py
@@ -4,9 +4,10 @@ from langchain import output_parsers
 
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.output_parsers import OutputParserFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class, build_template_from_method
 
 
@@ -23,6 +24,7 @@ class OutputParserCreator(LangChainTypeCreator):
     @property
     def type_to_loader_dict(self) -> Dict:
         if self.type_dict is None:
+            settings_manager = get_settings_manager()
             self.type_dict = {
                 output_parser_name: import_class(
                     f"langchain.output_parsers.{output_parser_name}"
@@ -33,7 +35,8 @@ class OutputParserCreator(LangChainTypeCreator):
             self.type_dict = {
                 name: output_parser
                 for name, output_parser in self.type_dict.items()
-                if name in settings.OUTPUT_PARSERS or settings.DEV
+                if name in settings_manager.settings.OUTPUT_PARSERS
+                or settings_manager.settings.DEV
             }
         return self.type_dict
 
diff --git a/src/backend/langflow/interface/prompts/base.py b/src/backend/langflow/interface/prompts/base.py
index c062a4a35..70818429e 100644
--- a/src/backend/langflow/interface/prompts/base.py
+++ b/src/backend/langflow/interface/prompts/base.py
@@ -5,9 +5,10 @@ from langchain import prompts
 from langflow.custom.customs import get_custom_nodes
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.prompts import PromptFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class
 
 
@@ -20,6 +21,7 @@ class PromptCreator(LangChainTypeCreator):
 
     @property
     def type_to_loader_dict(self) -> Dict:
+        settings_manager = get_settings_manager()
         if self.type_dict is None:
             self.type_dict = {
                 prompt_name: import_class(f"langchain.prompts.{prompt_name}")
@@ -34,7 +36,8 @@ class PromptCreator(LangChainTypeCreator):
             self.type_dict = {
                 name: prompt
                 for name, prompt in self.type_dict.items()
-                if name in settings.PROMPTS or settings.DEV
+                if name in settings_manager.settings.PROMPTS
+                or settings_manager.settings.DEV
             }
         return self.type_dict
 
diff --git a/src/backend/langflow/interface/retrievers/base.py b/src/backend/langflow/interface/retrievers/base.py
index 759cd5916..92e3f2f61 100644
--- a/src/backend/langflow/interface/retrievers/base.py
+++ b/src/backend/langflow/interface/retrievers/base.py
@@ -4,9 +4,10 @@ from langchain import retrievers
 
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.retrievers import RetrieverFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_method, build_template_from_class
 
 
@@ -48,10 +49,12 @@ class RetrieverCreator(LangChainTypeCreator):
             return None
 
     def to_list(self) -> List[str]:
+        settings_manager = get_settings_manager()
         return [
             retriever
             for retriever in self.type_to_loader_dict.keys()
-            if retriever in settings.RETRIEVERS or settings.DEV
+            if retriever in settings_manager.settings.RETRIEVERS
+            or settings_manager.settings.DEV
         ]
 
 
diff --git a/src/backend/langflow/interface/run.py b/src/backend/langflow/interface/run.py
index 97f47334e..eb012e182 100644
--- a/src/backend/langflow/interface/run.py
+++ b/src/backend/langflow/interface/run.py
@@ -1,6 +1,7 @@
-from langflow.cache.utils import memoize_dict
+from typing import Any, Dict, Tuple
+from langflow.services.cache.utils import memoize_dict
 from langflow.graph import Graph
-from langflow.utils.logger import logger
+from loguru import logger
 
 
 @memoize_dict(maxsize=10)
@@ -15,7 +16,7 @@ def build_langchain_object_with_caching(data_graph):
 
 
 @memoize_dict(maxsize=10)
-def build_sorted_vertices_with_caching(data_graph):
+def build_sorted_vertices_with_caching(data_graph) -> Tuple[Any, Dict]:
     """
     Build langchain object from data_graph.
     """
@@ -57,8 +58,12 @@ def get_memory_key(langchain_object):
         "chat_history": "history",
         "history": "chat_history",
     }
-    memory_key = langchain_object.memory.memory_key
-    return mem_key_dict.get(memory_key)
+    # Check if memory_key attribute exists
+    if hasattr(langchain_object.memory, "memory_key"):
+        memory_key = langchain_object.memory.memory_key
+        return mem_key_dict.get(memory_key)
+    else:
+        return None  # or some other default value or action
 
 
 def update_memory_keys(langchain_object, possible_new_mem_key):
diff --git a/src/backend/langflow/interface/text_splitters/base.py b/src/backend/langflow/interface/text_splitters/base.py
index 787f20d82..8b21303ce 100644
--- a/src/backend/langflow/interface/text_splitters/base.py
+++ b/src/backend/langflow/interface/text_splitters/base.py
@@ -1,10 +1,11 @@
 from typing import Dict, List, Optional, Type
 
 from langflow.interface.base import LangChainTypeCreator
+from langflow.services.utils import get_settings_manager
 from langflow.template.frontend_node.textsplitters import TextSplittersFrontendNode
 from langflow.interface.custom_lists import textsplitter_type_to_cls_dict
-from langflow.settings import settings
-from langflow.utils.logger import logger
+
+from loguru import logger
 from langflow.utils.util import build_template_from_class
 
 
@@ -30,10 +31,12 @@ class TextSplitterCreator(LangChainTypeCreator):
             return None
 
     def to_list(self) -> List[str]:
+        settings_manager = get_settings_manager()
         return [
             textsplitter.__name__
             for textsplitter in self.type_to_loader_dict.values()
-            if textsplitter.__name__ in settings.TEXTSPLITTERS or settings.DEV
+            if textsplitter.__name__ in settings_manager.settings.TEXTSPLITTERS
+            or settings_manager.settings.DEV
         ]
 
 
diff --git a/src/backend/langflow/interface/toolkits/base.py b/src/backend/langflow/interface/toolkits/base.py
index b7c165a4d..fe0003b15 100644
--- a/src/backend/langflow/interface/toolkits/base.py
+++ b/src/backend/langflow/interface/toolkits/base.py
@@ -4,8 +4,9 @@ from langchain.agents import agent_toolkits
 
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.importing.utils import import_class, import_module
-from langflow.settings import settings
-from langflow.utils.logger import logger
+from langflow.services.utils import get_settings_manager
+
+from loguru import logger
 from langflow.utils.util import build_template_from_class
 
 
@@ -29,13 +30,15 @@ class ToolkitCreator(LangChainTypeCreator):
     @property
     def type_to_loader_dict(self) -> Dict:
         if self.type_dict is None:
+            settings_manager = get_settings_manager()
             self.type_dict = {
                 toolkit_name: import_class(
                     f"langchain.agents.agent_toolkits.{toolkit_name}"
                 )
                 # if toolkit_name is not lower case it is a class
                 for toolkit_name in agent_toolkits.__all__
-                if not toolkit_name.islower() and toolkit_name in settings.TOOLKITS
+                if not toolkit_name.islower()
+                and toolkit_name in settings_manager.settings.TOOLKITS
             }
 
         return self.type_dict
diff --git a/src/backend/langflow/interface/tools/base.py b/src/backend/langflow/interface/tools/base.py
index 8c9158c05..1dbc9a6ed 100644
--- a/src/backend/langflow/interface/tools/base.py
+++ b/src/backend/langflow/interface/tools/base.py
@@ -15,7 +15,8 @@ from langflow.interface.tools.constants import (
     OTHER_TOOLS,
 )
 from langflow.interface.tools.util import get_tool_params
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.field.base import TemplateField
 from langflow.template.template.base import Template
 from langflow.utils import util
@@ -66,6 +67,7 @@ class ToolCreator(LangChainTypeCreator):
 
     @property
     def type_to_loader_dict(self) -> Dict:
+        settings_manager = get_settings_manager()
         if self.tools_dict is None:
             all_tools = {}
 
@@ -74,7 +76,10 @@ class ToolCreator(LangChainTypeCreator):
 
                 tool_name = tool_params.get("name") or tool
 
-                if tool_name in settings.TOOLS or settings.DEV:
+                if (
+                    tool_name in settings_manager.settings.TOOLS
+                    or settings_manager.settings.DEV
+                ):
                     if tool_name == "JsonSpec":
                         tool_params["path"] = tool_params.pop("dict_")  # type: ignore
                     all_tools[tool_name] = {
diff --git a/src/backend/langflow/interface/tools/util.py b/src/backend/langflow/interface/tools/util.py
index 48d9368d1..f92386f18 100644
--- a/src/backend/langflow/interface/tools/util.py
+++ b/src/backend/langflow/interface/tools/util.py
@@ -3,6 +3,7 @@ import inspect
 from typing import Dict, Union
 
 from langchain.agents.tools import Tool
+from loguru import logger
 
 
 def get_func_tool_params(func, **kwargs) -> Union[Dict, None]:
@@ -57,7 +58,13 @@ def get_func_tool_params(func, **kwargs) -> Union[Dict, None]:
 
 
 def get_class_tool_params(cls, **kwargs) -> Union[Dict, None]:
-    tree = ast.parse(inspect.getsource(cls))
+    try:
+        tree = ast.parse(inspect.getsource(cls))
+    except IndentationError:
+        logger.error(
+            f"Error parsing class {cls.__name__}. Make sure there are no tabs in the code."
+        )
+        return None
 
     tool_params = {}
 
diff --git a/src/backend/langflow/interface/types.py b/src/backend/langflow/interface/types.py
index 3b4c09b32..fa9967649 100644
--- a/src/backend/langflow/interface/types.py
+++ b/src/backend/langflow/interface/types.py
@@ -1,9 +1,11 @@
 import ast
 import contextlib
-from typing import Any
+from typing import Any, List
+from langflow.api.utils import merge_nested_dicts_with_renaming
 from langflow.interface.agents.base import agent_creator
 from langflow.interface.chains.base import chain_creator
 from langflow.interface.custom.constants import CUSTOM_COMPONENT_SUPPORTED_TYPES
+from langflow.interface.custom.utils import extract_inner_type
 from langflow.interface.document_loaders.base import documentloader_creator
 from langflow.interface.embeddings.base import embedding_creator
 from langflow.interface.importing.utils import get_function_custom
@@ -28,9 +30,8 @@ from langflow.template.frontend_node.custom_components import (
 from langflow.interface.retrievers.base import retriever_creator
 
 from langflow.interface.custom.directory_reader import DirectoryReader
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import get_base_classes
-from langflow.api.utils import merge_nested_dicts
 
 import re
 import warnings
@@ -84,6 +85,8 @@ def build_langchain_types_dict():  # sourcery skip: dict-assign-update-to-union
 
 
 def process_type(field_type: str):
+    if field_type.startswith("list") or field_type.startswith("List"):
+        return extract_inner_type(field_type)
     return "prompt" if field_type == "Prompt" else field_type
 
 
@@ -100,6 +103,7 @@ def add_new_custom_field(
     # if it is, update the value
     display_name = field_config.pop("display_name", field_name)
     field_type = field_config.pop("field_type", field_type)
+    field_contains_list = "list" in field_type.lower()
     field_type = process_type(field_type)
     field_value = field_config.pop("value", field_value)
     field_advanced = field_config.pop("advanced", False)
@@ -110,7 +114,9 @@ def add_new_custom_field(
     # If options is a list, then it's a dropdown
     # If options is None, then it's a list of strings
     is_list = isinstance(field_config.get("options"), list)
-    field_config["is_list"] = is_list or field_config.get("is_list", False)
+    field_config["is_list"] = (
+        is_list or field_config.get("is_list", False) or field_contains_list
+    )
 
     if "name" in field_config:
         warnings.warn(
@@ -172,7 +178,7 @@ def extract_type_from_optional(field_type):
     Returns:
     str: The extracted type, or an empty string if no type was found.
     """
-    match = re.search(r"\[(.*?)\]", field_type)
+    match = re.search(r"\[(.*?)\]$", field_type)
     return match[1] if match else None
 
 
@@ -190,14 +196,16 @@ def build_frontend_node(custom_component: CustomComponent):
 
 def update_attributes(frontend_node, template_config):
     """Update the display name and description of a frontend node"""
-    if "display_name" in template_config:
-        frontend_node["display_name"] = template_config["display_name"]
-
-    if "description" in template_config:
-        frontend_node["description"] = template_config["description"]
-
-    if "beta" in template_config:
-        frontend_node["beta"] = template_config["beta"]
+    attributes = [
+        "display_name",
+        "description",
+        "beta",
+        "documentation",
+        "output_types",
+    ]
+    for attribute in attributes:
+        if attribute in template_config:
+            frontend_node[attribute] = template_config[attribute]
 
 
 def build_field_config(custom_component: CustomComponent):
@@ -257,55 +265,67 @@ def get_field_properties(extra_field):
     return field_name, field_type, field_value, field_required
 
 
-def add_base_classes(frontend_node, return_type):
+def add_base_classes(frontend_node, return_types: List[str]):
     """Add base classes to the frontend node"""
-    if return_type not in CUSTOM_COMPONENT_SUPPORTED_TYPES or return_type is None:
-        raise HTTPException(
-            status_code=400,
-            detail={
-                "error": (
-                    "Invalid return type should be one of: "
-                    f"{list(CUSTOM_COMPONENT_SUPPORTED_TYPES.keys())}"
-                ),
-                "traceback": traceback.format_exc(),
-            },
-        )
+    for return_type in return_types:
+        if return_type not in CUSTOM_COMPONENT_SUPPORTED_TYPES or return_type is None:
+            raise HTTPException(
+                status_code=400,
+                detail={
+                    "error": (
+                        "Invalid return type should be one of: "
+                        f"{list(CUSTOM_COMPONENT_SUPPORTED_TYPES.keys())}"
+                    ),
+                    "traceback": traceback.format_exc(),
+                },
+            )
 
-    return_type_instance = CUSTOM_COMPONENT_SUPPORTED_TYPES.get(return_type)
-    base_classes = get_base_classes(return_type_instance)
+        return_type_instance = CUSTOM_COMPONENT_SUPPORTED_TYPES.get(return_type)
+        base_classes = get_base_classes(return_type_instance)
 
-    for base_class in base_classes:
-        if base_class not in CLASSES_TO_REMOVE:
-            frontend_node.get("base_classes").append(base_class)
+        for base_class in base_classes:
+            if base_class not in CLASSES_TO_REMOVE:
+                frontend_node.get("base_classes").append(base_class)
 
 
 def build_langchain_template_custom_component(custom_component: CustomComponent):
     """Build a custom component template for the langchain"""
-    logger.debug("Building custom component template")
-    frontend_node = build_frontend_node(custom_component)
+    try:
+        logger.debug("Building custom component template")
+        frontend_node = build_frontend_node(custom_component)
 
-    if frontend_node is None:
-        return None
-    logger.debug("Built base frontend node")
-    template_config = custom_component.build_template_config
+        if frontend_node is None:
+            return None
+        logger.debug("Built base frontend node")
+        template_config = custom_component.build_template_config
 
-    update_attributes(frontend_node, template_config)
-    logger.debug("Updated attributes")
-    field_config = build_field_config(custom_component)
-    logger.debug("Built field config")
-    add_extra_fields(
-        frontend_node, field_config, custom_component.get_function_entrypoint_args
-    )
-    logger.debug("Added extra fields")
-    frontend_node = add_code_field(
-        frontend_node, custom_component.code, field_config.get("code", {})
-    )
-    logger.debug("Added code field")
-    add_base_classes(
-        frontend_node, custom_component.get_function_entrypoint_return_type
-    )
-    logger.debug("Added base classes")
-    return frontend_node
+        update_attributes(frontend_node, template_config)
+        logger.debug("Updated attributes")
+        field_config = build_field_config(custom_component)
+        logger.debug("Built field config")
+        add_extra_fields(
+            frontend_node, field_config, custom_component.get_function_entrypoint_args
+        )
+        logger.debug("Added extra fields")
+        frontend_node = add_code_field(
+            frontend_node, custom_component.code, field_config.get("code", {})
+        )
+        logger.debug("Added code field")
+        add_base_classes(
+            frontend_node, custom_component.get_function_entrypoint_return_type
+        )
+        logger.debug("Added base classes")
+        return frontend_node
+    except Exception as exc:
+        raise HTTPException(
+            status_code=400,
+            detail={
+                "error": (
+                    "Invalid type convertion. Please check your code and try again."
+                ),
+                "traceback": traceback.format_exc(),
+            },
+        ) from exc
 
 
 def load_files_from_path(path: str):
@@ -334,7 +354,9 @@ def build_valid_menu(valid_components):
         valid_menu[menu_name] = {}
 
         for component in menu_item["components"]:
-            logger.debug(f"Building component: {component}")
+            logger.debug(
+                f"Building component: {component.get('name'), component.get('output_types')}"
+            )
             try:
                 component_name = component["name"]
                 component_code = component["code"]
@@ -423,4 +445,4 @@ def build_langchain_custom_component_list_from_path(path: str):
     valid_menu = build_valid_menu(valid_components)
     invalid_menu = build_invalid_menu(invalid_components)
 
-    return merge_nested_dicts(valid_menu, invalid_menu)
+    return merge_nested_dicts_with_renaming(valid_menu, invalid_menu)
diff --git a/src/backend/langflow/interface/utilities/base.py b/src/backend/langflow/interface/utilities/base.py
index b0ee4d4be..9009983b0 100644
--- a/src/backend/langflow/interface/utilities/base.py
+++ b/src/backend/langflow/interface/utilities/base.py
@@ -5,9 +5,10 @@ from langchain import SQLDatabase, utilities
 from langflow.custom.customs import get_custom_nodes
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.utilities import UtilitiesFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class
 
 
@@ -26,6 +27,7 @@ class UtilityCreator(LangChainTypeCreator):
         from the langchain.chains module and filtering them according to the settings.utilities list.
         """
         if self.type_dict is None:
+            settings_manager = get_settings_manager()
             self.type_dict = {
                 utility_name: import_class(f"langchain.utilities.{utility_name}")
                 for utility_name in utilities.__all__
@@ -35,7 +37,8 @@ class UtilityCreator(LangChainTypeCreator):
             self.type_dict = {
                 name: utility
                 for name, utility in self.type_dict.items()
-                if name in settings.UTILITIES or settings.DEV
+                if name in settings_manager.settings.UTILITIES
+                or settings_manager.settings.DEV
             }
 
         return self.type_dict
diff --git a/src/backend/langflow/interface/utils.py b/src/backend/langflow/interface/utils.py
index d6c7b9023..5bf44e203 100644
--- a/src/backend/langflow/interface/utils.py
+++ b/src/backend/langflow/interface/utils.py
@@ -8,8 +8,9 @@ import re
 import yaml
 from langchain.base_language import BaseLanguageModel
 from PIL.Image import Image
-from langflow.utils.logger import logger
-from langflow.chat.config import ChatConfig
+from loguru import logger
+from langflow.services.chat.config import ChatConfig
+from langflow.services.utils import get_settings_manager
 
 
 def load_file_into_dict(file_path: str) -> dict:
@@ -63,13 +64,11 @@ def extract_input_variables_from_prompt(prompt: str) -> list[str]:
 
 def setup_llm_caching():
     """Setup LLM caching."""
-
-    from langflow.settings import settings
-
+    settings_manager = get_settings_manager()
     try:
-        set_langchain_cache(settings)
+        set_langchain_cache(settings_manager.settings)
     except ImportError:
-        logger.warning(f"Could not import {settings.CACHE}. ")
+        logger.warning(f"Could not import {settings_manager.settings.CACHE}. ")
     except Exception as exc:
         logger.warning(f"Could not setup LLM caching. Error: {exc}")
 
@@ -78,9 +77,16 @@ def set_langchain_cache(settings):
     import langchain
     from langflow.interface.importing.utils import import_class
 
-    cache_type = os.getenv("LANGFLOW_LANGCHAIN_CACHE")
-    cache_class = import_class(f"langchain.cache.{cache_type or settings.CACHE}")
+    if cache_type := os.getenv("LANGFLOW_LANGCHAIN_CACHE"):
+        try:
+            cache_class = import_class(
+                f"langchain.cache.{cache_type or settings.CACHE}"
+            )
 
-    logger.debug(f"Setting up LLM caching with {cache_class.__name__}")
-    langchain.llm_cache = cache_class()
-    logger.info(f"LLM caching setup with {cache_class.__name__}")
+            logger.debug(f"Setting up LLM caching with {cache_class.__name__}")
+            langchain.llm_cache = cache_class()
+            logger.info(f"LLM caching setup with {cache_class.__name__}")
+        except ImportError:
+            logger.warning(f"Could not import {cache_type}. ")
+    else:
+        logger.info("No LLM cache set.")
diff --git a/src/backend/langflow/interface/vector_store/base.py b/src/backend/langflow/interface/vector_store/base.py
index 4a937ba89..f7aca8c9c 100644
--- a/src/backend/langflow/interface/vector_store/base.py
+++ b/src/backend/langflow/interface/vector_store/base.py
@@ -4,9 +4,10 @@ from langchain import vectorstores
 
 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
 from langflow.template.frontend_node.vectorstores import VectorStoreFrontendNode
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_method
 
 
@@ -43,10 +44,12 @@ class VectorstoreCreator(LangChainTypeCreator):
             return None
 
     def to_list(self) -> List[str]:
+        settings_manager = get_settings_manager()
         return [
             vectorstore
             for vectorstore in self.type_to_loader_dict.keys()
-            if vectorstore in settings.VECTORSTORES or settings.DEV
+            if vectorstore in settings_manager.settings.VECTORSTORES
+            or settings_manager.settings.DEV
         ]
 
 
diff --git a/src/backend/langflow/interface/wrappers/base.py b/src/backend/langflow/interface/wrappers/base.py
index 77e38f921..c4399fb3e 100644
--- a/src/backend/langflow/interface/wrappers/base.py
+++ b/src/backend/langflow/interface/wrappers/base.py
@@ -3,7 +3,7 @@ from typing import Dict, List, Optional
 from langchain import requests, sql_database
 
 from langflow.interface.base import LangChainTypeCreator
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.utils.util import build_template_from_class, build_template_from_method
 
 
diff --git a/src/backend/langflow/main.py b/src/backend/langflow/main.py
index 5b3341693..c869ec138 100644
--- a/src/backend/langflow/main.py
+++ b/src/backend/langflow/main.py
@@ -6,24 +6,23 @@ from fastapi.responses import FileResponse
 from fastapi.staticfiles import StaticFiles
 
 from langflow.api import router
-from langflow.database.base import create_db_and_tables, Engine
+
+
 from langflow.interface.utils import setup_llm_caching
+from langflow.services.database.utils import initialize_database
+from langflow.services.manager import initialize_services, teardown_services
+from langflow.services.plugins.langfuse import LangfuseInstance
 from langflow.utils.logger import configure
 
 
 def create_app():
     """Create the FastAPI app and include the router."""
+
     configure()
 
     app = FastAPI()
 
-    origins = [
-        "*",
-    ]
-
-    @app.get("/health")
-    def get_health():
-        return {"status": "OK"}
+    origins = ["*"]
 
     app.add_middleware(
         CORSMiddleware,
@@ -33,10 +32,18 @@ def create_app():
         allow_headers=["*"],
     )
 
+    @app.get("/health")
+    def health():
+        return {"status": "ok"}
+
     app.include_router(router)
-    app.on_event("startup")(Engine.update)
-    app.on_event("startup")(create_db_and_tables)
+
+    app.on_event("startup")(initialize_services)
+    app.on_event("startup")(initialize_database)
     app.on_event("startup")(setup_llm_caching)
+    app.on_event("shutdown")(teardown_services)
+    app.on_event("startup")(LangfuseInstance.update)
+    app.on_event("shutdown")(LangfuseInstance.teardown)
     return app
 
 
@@ -68,22 +75,25 @@ def get_static_files_dir():
     return frontend_path / "frontend"
 
 
-def setup_app(static_files_dir: Optional[Path] = None) -> FastAPI:
+def setup_app(
+    static_files_dir: Optional[Path] = None, backend_only: bool = False
+) -> FastAPI:
     """Setup the FastAPI app."""
     # get the directory of the current file
     if not static_files_dir:
         static_files_dir = get_static_files_dir()
 
-    if not static_files_dir or not static_files_dir.exists():
+    if not backend_only and (not static_files_dir or not static_files_dir.exists()):
         raise RuntimeError(f"Static files directory {static_files_dir} does not exist.")
     app = create_app()
-    setup_static_files(app, static_files_dir)
+    if not backend_only and static_files_dir is not None:
+        setup_static_files(app, static_files_dir)
     return app
 
 
 if __name__ == "__main__":
     import uvicorn
-    from langflow.utils.util import get_number_of_workers
+    from langflow.__main__ import get_number_of_workers
 
     configure()
     uvicorn.run(
diff --git a/src/backend/langflow/processing/base.py b/src/backend/langflow/processing/base.py
index f1d7b6e56..e5816306c 100644
--- a/src/backend/langflow/processing/base.py
+++ b/src/backend/langflow/processing/base.py
@@ -1,10 +1,57 @@
-from typing import Union
+from typing import List, Union, TYPE_CHECKING
 from langflow.api.v1.callback import (
     AsyncStreamingLLMCallbackHandler,
     StreamingLLMCallbackHandler,
 )
 from langflow.processing.process import fix_memory_inputs, format_actions
-from langflow.utils.logger import logger
+from loguru import logger
+from langchain.agents.agent import AgentExecutor
+from langchain.callbacks.base import BaseCallbackHandler
+
+if TYPE_CHECKING:
+    from langfuse.callback import CallbackHandler  # type: ignore
+
+
+def setup_callbacks(sync, trace_id, **kwargs):
+    """Setup callbacks for langchain object"""
+    callbacks = []
+    if sync:
+        callbacks.append(StreamingLLMCallbackHandler(**kwargs))
+    else:
+        callbacks.append(AsyncStreamingLLMCallbackHandler(**kwargs))
+
+    if langfuse_callback := get_langfuse_callback(trace_id=trace_id):
+        logger.debug("Langfuse callback loaded")
+        callbacks.append(langfuse_callback)
+    return callbacks
+
+
+def get_langfuse_callback(trace_id):
+    from langflow.services.plugins.langfuse import LangfuseInstance
+    from langfuse.callback import CreateTrace
+
+    logger.debug("Initializing langfuse callback")
+    if langfuse := LangfuseInstance.get():
+        logger.debug("Langfuse credentials found")
+        try:
+            trace = langfuse.trace(CreateTrace(id=trace_id))
+            return trace.getNewHandler()
+        except Exception as exc:
+            logger.error(f"Error initializing langfuse callback: {exc}")
+
+    return None
+
+
+def flush_langfuse_callback_if_present(
+    callbacks: List[Union[BaseCallbackHandler, "CallbackHandler"]]
+):
+    """
+    If langfuse callback is present, run callback.langfuse.flush()
+    """
+    for callback in callbacks:
+        if hasattr(callback, "langfuse"):
+            callback.langfuse.flush()
+            break
 
 
 async def get_result_and_steps(langchain_object, inputs: Union[dict, str], **kwargs):
@@ -20,18 +67,24 @@ async def get_result_and_steps(langchain_object, inputs: Union[dict, str], **kwa
             # to display intermediate steps
             langchain_object.return_intermediate_steps = True
         try:
-            fix_memory_inputs(langchain_object)
+            if not isinstance(langchain_object, AgentExecutor):
+                fix_memory_inputs(langchain_object)
         except Exception as exc:
             logger.error(f"Error fixing memory inputs: {exc}")
 
         try:
-            async_callbacks = [AsyncStreamingLLMCallbackHandler(**kwargs)]
-            output = await langchain_object.acall(inputs, callbacks=async_callbacks)
+            trace_id = kwargs.pop("session_id", None)
+            callbacks = setup_callbacks(sync=False, trace_id=trace_id, **kwargs)
+            output = await langchain_object.acall(inputs, callbacks=callbacks)
         except Exception as exc:
             # make the error message more informative
             logger.debug(f"Error: {str(exc)}")
-            sync_callbacks = [StreamingLLMCallbackHandler(**kwargs)]
-            output = langchain_object(inputs, callbacks=sync_callbacks)
+            trace_id = kwargs.pop("session_id", None)
+            callbacks = setup_callbacks(sync=True, trace_id=trace_id, **kwargs)
+            output = langchain_object(inputs, callbacks=callbacks)
+
+        # if langfuse callback is present, run callback.langfuse.flush()
+        flush_langfuse_callback_if_present(callbacks)
 
         intermediate_steps = (
             output.get("intermediate_steps", []) if isinstance(output, dict) else []
diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index 8cefb1f44..911496d23 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -1,16 +1,17 @@
+import json
 from pathlib import Path
 from langchain.schema import AgentAction
-import json
 from langflow.interface.run import (
     build_sorted_vertices_with_caching,
     get_memory_key,
     update_memory_keys,
 )
-from langflow.utils.logger import logger
+from loguru import logger
 from langflow.graph import Graph
 from langchain.chains.base import Chain
 from langchain.vectorstores.base import VectorStore
 from typing import Any, Dict, List, Optional, Tuple, Union
+from langchain.schema import Document
 
 
 def fix_memory_inputs(langchain_object):
@@ -85,39 +86,55 @@ def get_input_str_if_only_one_input(inputs: dict) -> Optional[str]:
     return list(inputs.values())[0] if len(inputs) == 1 else None
 
 
-def process_graph_cached(
-    data_graph: Dict[str, Any], inputs: Optional[dict] = None, clear_cache=False
-):
-    """
-    Process graph by extracting input variables and replacing ZeroShotPrompt
-    with PromptTemplate,then run the graph and return the result and thought.
-    """
-    # Load langchain object
+def get_build_result(data_graph, session_id):
+    # If session_id is provided, load the langchain_object from the session
+    # using build_sorted_vertices_with_caching.get_result_by_session_id
+    # if it returns something different than None, return it
+    # otherwise, build the graph and return the result
+    if session_id:
+        logger.debug(f"Loading LangChain object from session {session_id}")
+        result = build_sorted_vertices_with_caching.get_result_by_session_id(session_id)
+        if result is not None:
+            logger.debug("Loaded LangChain object")
+            return result
+
+    logger.debug("Building langchain object")
+    return build_sorted_vertices_with_caching(data_graph)
+
+
+def clear_caches_if_needed(clear_cache: bool):
     if clear_cache:
         build_sorted_vertices_with_caching.clear_cache()
         logger.debug("Cleared cache")
-    langchain_object, artifacts = build_sorted_vertices_with_caching(data_graph)
-    logger.debug("Loaded LangChain object")
-    if inputs is None:
-        inputs = {}
 
-    # Add artifacts to inputs
-    # artifacts can be documents loaded when building
-    # the flow
-    for (
-        key,
-        value,
-    ) in artifacts.items():
-        if key not in inputs or not inputs[key]:
-            inputs[key] = value
+
+def load_langchain_object(
+    data_graph: Dict[str, Any], session_id: str
+) -> Tuple[Union[Chain, VectorStore], Dict[str, Any], str]:
+    langchain_object, artifacts = get_build_result(data_graph, session_id)
+    session_id = build_sorted_vertices_with_caching.hash
+    logger.debug("Loaded LangChain object")
 
     if langchain_object is None:
-        # Raise user facing error
         raise ValueError(
             "There was an error loading the langchain_object. Please, check all the nodes and try again."
         )
 
-    # Generate result and thought
+    return langchain_object, artifacts, session_id
+
+
+def process_inputs(inputs: Optional[dict], artifacts: Dict[str, Any]) -> dict:
+    if inputs is None:
+        inputs = {}
+
+    for key, value in artifacts.items():
+        if key not in inputs or not inputs[key]:
+            inputs[key] = value
+
+    return inputs
+
+
+def generate_result(langchain_object: Union[Chain, VectorStore], inputs: dict):
     if isinstance(langchain_object, Chain):
         if inputs is None:
             raise ValueError("Inputs must be provided for a Chain")
@@ -126,13 +143,33 @@ def process_graph_cached(
         logger.debug("Generated result and thought")
     elif isinstance(langchain_object, VectorStore):
         result = langchain_object.search(**inputs)
+    elif isinstance(langchain_object, Document):
+        result = langchain_object.dict()
     else:
-        raise ValueError(
-            f"Unknown langchain_object type: {type(langchain_object).__name__}"
-        )
+        logger.warning(f"Unknown langchain_object type: {type(langchain_object)}")
+        result = langchain_object
+
     return result
 
 
+def process_graph_cached(
+    data_graph: Dict[str, Any],
+    inputs: Optional[dict] = None,
+    clear_cache=False,
+    session_id=None,
+) -> Tuple[Any, str]:
+    clear_caches_if_needed(clear_cache)
+    # If session_id is provided, load the langchain_object from the session
+    # else build the graph and return the result and the new session_id
+    langchain_object, artifacts, session_id = load_langchain_object(
+        data_graph, session_id
+    )
+    processed_inputs = process_inputs(inputs, artifacts)
+    result = generate_result(langchain_object, processed_inputs)
+
+    return result, session_id
+
+
 def load_flow_from_json(
     flow: Union[Path, str, dict], tweaks: Optional[dict] = None, build=True
 ):
diff --git a/src/backend/langflow/services/__init__.py b/src/backend/langflow/services/__init__.py
new file mode 100644
index 000000000..8ac74b5b9
--- /dev/null
+++ b/src/backend/langflow/services/__init__.py
@@ -0,0 +1,4 @@
+from .manager import service_manager
+from .schema import ServiceType
+
+__all__ = ["service_manager", "ServiceType"]
diff --git a/src/backend/langflow/services/auth/__init__.py b/src/backend/langflow/services/auth/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/services/auth/factory.py b/src/backend/langflow/services/auth/factory.py
new file mode 100644
index 000000000..4914ce645
--- /dev/null
+++ b/src/backend/langflow/services/auth/factory.py
@@ -0,0 +1,12 @@
+from langflow.services.factory import ServiceFactory
+from langflow.services.auth.service import AuthManager
+
+
+class AuthManagerFactory(ServiceFactory):
+    name = "auth_manager"
+
+    def __init__(self):
+        super().__init__(AuthManager)
+
+    def create(self, settings_manager):
+        return AuthManager(settings_manager)
diff --git a/src/backend/langflow/services/auth/service.py b/src/backend/langflow/services/auth/service.py
new file mode 100644
index 000000000..29984a75c
--- /dev/null
+++ b/src/backend/langflow/services/auth/service.py
@@ -0,0 +1,12 @@
+from langflow.services.base import Service
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from langflow.services.settings.manager import SettingsManager
+
+
+class AuthManager(Service):
+    name = "auth_manager"
+
+    def __init__(self, settings_manager: "SettingsManager"):
+        self.settings_manager = settings_manager
diff --git a/src/backend/langflow/services/auth/utils.py b/src/backend/langflow/services/auth/utils.py
new file mode 100644
index 000000000..485968a38
--- /dev/null
+++ b/src/backend/langflow/services/auth/utils.py
@@ -0,0 +1,298 @@
+from datetime import datetime, timedelta, timezone
+from fastapi import Depends, HTTPException, Security, status
+from fastapi.security import APIKeyHeader, APIKeyQuery, OAuth2PasswordBearer
+from jose import JWTError, jwt
+from typing import Annotated, Coroutine, Optional, Union
+from uuid import UUID
+from langflow.services.database.models.api_key.api_key import ApiKey
+from langflow.services.database.models.api_key.crud import check_key
+from langflow.services.database.models.user.user import User
+from langflow.services.database.models.user.crud import (
+    get_user_by_id,
+    get_user_by_username,
+    update_user_last_login_at,
+)
+from langflow.services.utils import get_session, get_settings_manager
+from sqlmodel import Session
+
+oauth2_login = OAuth2PasswordBearer(tokenUrl="api/v1/login")
+
+API_KEY_NAME = "api-key"
+
+api_key_query = APIKeyQuery(
+    name=API_KEY_NAME, scheme_name="API key query", auto_error=False
+)
+api_key_header = APIKeyHeader(
+    name=API_KEY_NAME, scheme_name="API key header", auto_error=False
+)
+
+
+# Source: https://github.com/mrtolkien/fastapi_simple_security/blob/master/fastapi_simple_security/security_api_key.py
+async def api_key_security(
+    query_param: str = Security(api_key_query),
+    header_param: str = Security(api_key_header),
+    db: Session = Depends(get_session),
+) -> Optional[User]:
+    settings_manager = get_settings_manager()
+    result: Optional[Union[ApiKey, User]] = None
+    if settings_manager.auth_settings.AUTO_LOGIN:
+        # Get the first user
+        if not settings_manager.auth_settings.FIRST_SUPERUSER:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail="Missing first superuser credentials",
+            )
+
+        result = get_user_by_username(
+            db, settings_manager.auth_settings.FIRST_SUPERUSER
+        )
+
+    elif not query_param and not header_param:
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="An API key must be passed as query or header",
+        )
+
+    elif query_param:
+        result = check_key(db, query_param)
+
+    else:
+        result = check_key(db, header_param)
+
+    if not result:
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Invalid or missing API key",
+        )
+    if isinstance(result, ApiKey):
+        return result.user
+    elif isinstance(result, User):
+        return result
+
+
+async def get_current_user(
+    token: Annotated[str, Depends(oauth2_login)],
+    db: Session = Depends(get_session),
+) -> User:
+    settings_manager = get_settings_manager()
+
+    credentials_exception = HTTPException(
+        status_code=status.HTTP_401_UNAUTHORIZED,
+        detail="Could not validate credentials",
+        headers={"WWW-Authenticate": "Bearer"},
+    )
+
+    if isinstance(token, Coroutine):
+        token = await token
+
+    if settings_manager.auth_settings.SECRET_KEY is None:
+        raise credentials_exception
+
+    try:
+        payload = jwt.decode(
+            token,
+            settings_manager.auth_settings.SECRET_KEY,
+            algorithms=[settings_manager.auth_settings.ALGORITHM],
+        )
+        user_id: UUID = payload.get("sub")  # type: ignore
+        token_type: str = payload.get("type")  # type: ignore
+        if expires := payload.get("exp", None):
+            expires_datetime = datetime.fromtimestamp(expires, timezone.utc)
+            # TypeError: can't compare offset-naive and offset-aware datetimes
+            if datetime.now(timezone.utc) > expires_datetime:
+                raise credentials_exception
+
+        if user_id is None or token_type:
+            raise credentials_exception
+    except JWTError as e:
+        raise credentials_exception from e
+
+    user = get_user_by_id(db, user_id)  # type: ignore
+    if user is None or not user.is_active:
+        raise credentials_exception
+    return user
+
+
+def get_current_active_user(current_user: Annotated[User, Depends(get_current_user)]):
+    if not current_user.is_active:
+        raise HTTPException(status_code=400, detail="Inactive user")
+    return current_user
+
+
+def get_current_active_superuser(
+    current_user: Annotated[User, Depends(get_current_user)]
+) -> User:
+    if not current_user.is_active:
+        raise HTTPException(status_code=401, detail="Inactive user")
+    if not current_user.is_superuser:
+        raise HTTPException(
+            status_code=400, detail="The user doesn't have enough privileges"
+        )
+    return current_user
+
+
+def verify_password(plain_password, hashed_password):
+    settings_manager = get_settings_manager()
+    return settings_manager.auth_settings.pwd_context.verify(
+        plain_password, hashed_password
+    )
+
+
+def get_password_hash(password):
+    settings_manager = get_settings_manager()
+    return settings_manager.auth_settings.pwd_context.hash(password)
+
+
+def create_token(data: dict, expires_delta: timedelta):
+    settings_manager = get_settings_manager()
+
+    to_encode = data.copy()
+    expire = datetime.now(timezone.utc) + expires_delta
+    to_encode["exp"] = expire
+
+    return jwt.encode(
+        to_encode,
+        settings_manager.auth_settings.SECRET_KEY,
+        algorithm=settings_manager.auth_settings.ALGORITHM,
+    )
+
+
+def create_super_user(
+    username: str,
+    password: str,
+    db: Session = Depends(get_session),
+) -> User:
+    super_user = get_user_by_username(db, username)
+
+    if not super_user:
+        super_user = User(
+            username=username,
+            password=get_password_hash(password),
+            is_superuser=True,
+            is_active=True,
+            last_login_at=None,
+        )
+
+        db.add(super_user)
+        db.commit()
+        db.refresh(super_user)
+
+    return super_user
+
+
+def create_user_longterm_token(db: Session = Depends(get_session)) -> dict:
+    settings_manager = get_settings_manager()
+    username = settings_manager.auth_settings.FIRST_SUPERUSER
+    password = settings_manager.auth_settings.FIRST_SUPERUSER_PASSWORD
+    if not username or not password:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Missing first superuser credentials",
+        )
+    super_user = create_super_user(db=db, username=username, password=password)
+
+    access_token_expires_longterm = timedelta(days=365)
+    access_token = create_token(
+        data={"sub": str(super_user.id)},
+        expires_delta=access_token_expires_longterm,
+    )
+
+    # Update: last_login_at
+    update_user_last_login_at(super_user.id, db)
+
+    return {
+        "access_token": access_token,
+        "refresh_token": None,
+        "token_type": "bearer",
+    }
+
+
+def create_user_api_key(user_id: UUID) -> dict:
+    access_token = create_token(
+        data={"sub": str(user_id), "role": "api_key"},
+        expires_delta=timedelta(days=365 * 2),
+    )
+
+    return {"api_key": access_token}
+
+
+def get_user_id_from_token(token: str) -> UUID:
+    try:
+        user_id = jwt.get_unverified_claims(token)["sub"]
+        return UUID(user_id)
+    except (KeyError, JWTError, ValueError):
+        return UUID(int=0)
+
+
+def create_user_tokens(
+    user_id: UUID, db: Session = Depends(get_session), update_last_login: bool = False
+) -> dict:
+    settings_manager = get_settings_manager()
+
+    access_token_expires = timedelta(
+        minutes=settings_manager.auth_settings.ACCESS_TOKEN_EXPIRE_MINUTES
+    )
+    access_token = create_token(
+        data={"sub": str(user_id)},
+        expires_delta=access_token_expires,
+    )
+
+    refresh_token_expires = timedelta(
+        minutes=settings_manager.auth_settings.REFRESH_TOKEN_EXPIRE_MINUTES
+    )
+    refresh_token = create_token(
+        data={"sub": str(user_id), "type": "rf"},
+        expires_delta=refresh_token_expires,
+    )
+
+    # Update: last_login_at
+    if update_last_login:
+        update_user_last_login_at(user_id, db)
+
+    return {
+        "access_token": access_token,
+        "refresh_token": refresh_token,
+        "token_type": "bearer",
+    }
+
+
+def create_refresh_token(refresh_token: str, db: Session = Depends(get_session)):
+    settings_manager = get_settings_manager()
+
+    try:
+        payload = jwt.decode(
+            refresh_token,
+            settings_manager.auth_settings.SECRET_KEY,
+            algorithms=[settings_manager.auth_settings.ALGORITHM],
+        )
+        user_id: UUID = payload.get("sub")  # type: ignore
+        token_type: str = payload.get("type")  # type: ignore
+
+        if user_id is None or token_type is None:
+            raise HTTPException(
+                status_code=status.HTTP_401_UNAUTHORIZED, detail="Invalid refresh token"
+            )
+
+        return create_user_tokens(user_id, db)
+
+    except JWTError as e:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Invalid refresh token",
+        ) from e
+
+
+def authenticate_user(
+    username: str, password: str, db: Session = Depends(get_session)
+) -> Optional[User]:
+    user = get_user_by_username(db, username)
+
+    if not user:
+        return None
+
+    if not user.is_active:
+        if not user.last_login_at:
+            raise HTTPException(status_code=400, detail="Waiting for approval")
+        raise HTTPException(status_code=400, detail="Inactive user")
+
+    return user if verify_password(password, user.password) else None
diff --git a/src/backend/langflow/services/base.py b/src/backend/langflow/services/base.py
new file mode 100644
index 000000000..aaa966047
--- /dev/null
+++ b/src/backend/langflow/services/base.py
@@ -0,0 +1,8 @@
+from abc import ABC
+
+
+class Service(ABC):
+    name: str
+
+    def teardown(self):
+        pass
diff --git a/src/backend/langflow/services/cache/__init__.py b/src/backend/langflow/services/cache/__init__.py
new file mode 100644
index 000000000..79e143807
--- /dev/null
+++ b/src/backend/langflow/services/cache/__init__.py
@@ -0,0 +1,11 @@
+from . import factory, manager
+from langflow.services.cache.manager import cache_manager
+from langflow.services.cache.flow import InMemoryCache
+
+
+__all__ = [
+    "cache_manager",
+    "factory",
+    "manager",
+    "InMemoryCache",
+]
diff --git a/src/backend/langflow/cache/base.py b/src/backend/langflow/services/cache/base.py
similarity index 100%
rename from src/backend/langflow/cache/base.py
rename to src/backend/langflow/services/cache/base.py
diff --git a/src/backend/langflow/services/cache/factory.py b/src/backend/langflow/services/cache/factory.py
new file mode 100644
index 000000000..f180f67c0
--- /dev/null
+++ b/src/backend/langflow/services/cache/factory.py
@@ -0,0 +1,11 @@
+from langflow.services.cache.manager import CacheManager
+from langflow.services.factory import ServiceFactory
+
+
+class CacheManagerFactory(ServiceFactory):
+    def __init__(self):
+        super().__init__(CacheManager)
+
+    def create(self):
+        # Here you would have logic to create and configure a CacheManager
+        return CacheManager()
diff --git a/src/backend/langflow/cache/flow.py b/src/backend/langflow/services/cache/flow.py
similarity index 98%
rename from src/backend/langflow/cache/flow.py
rename to src/backend/langflow/services/cache/flow.py
index 6d8fee977..0c10c51e1 100644
--- a/src/backend/langflow/cache/flow.py
+++ b/src/backend/langflow/services/cache/flow.py
@@ -2,7 +2,7 @@ import threading
 import time
 from collections import OrderedDict
 
-from langflow.cache.base import BaseCache
+from langflow.services.cache.base import BaseCache
 
 
 class InMemoryCache(BaseCache):
diff --git a/src/backend/langflow/cache/manager.py b/src/backend/langflow/services/cache/manager.py
similarity index 97%
rename from src/backend/langflow/cache/manager.py
rename to src/backend/langflow/services/cache/manager.py
index 13b281008..ce9a338ef 100644
--- a/src/backend/langflow/cache/manager.py
+++ b/src/backend/langflow/services/cache/manager.py
@@ -1,5 +1,6 @@
 from contextlib import contextmanager
 from typing import Any, Awaitable, Callable, List, Optional
+from langflow.services.base import Service
 
 import pandas as pd
 from PIL import Image
@@ -49,9 +50,11 @@ class AsyncSubject:
             await observer()
 
 
-class CacheManager(Subject):
+class CacheManager(Subject, Service):
     """Manages cache for different clients and notifies observers on changes."""
 
+    name = "cache_manager"
+
     def __init__(self):
         super().__init__()
         self._cache = {}
diff --git a/src/backend/langflow/cache/utils.py b/src/backend/langflow/services/cache/utils.py
similarity index 85%
rename from src/backend/langflow/cache/utils.py
rename to src/backend/langflow/services/cache/utils.py
index 3deabe9f4..a36243b75 100644
--- a/src/backend/langflow/cache/utils.py
+++ b/src/backend/langflow/services/cache/utils.py
@@ -2,13 +2,13 @@ import base64
 import contextlib
 import functools
 import hashlib
-import json
 import os
 import tempfile
 from collections import OrderedDict
 from pathlib import Path
 from typing import Any, Dict
 from appdirs import user_cache_dir
+from langflow.services.database.models.base import orjson_dumps
 
 CACHE: Dict[str, Any] = {}
 
@@ -30,6 +30,7 @@ def create_cache_folder(func):
 
 def memoize_dict(maxsize=128):
     cache = OrderedDict()
+    hash_to_key = {}  # Mapping from hash to cache key
 
     def decorator(func):
         @functools.wraps(func)
@@ -39,16 +40,29 @@ def memoize_dict(maxsize=128):
             if key not in cache:
                 result = func(*args, **kwargs)
                 cache[key] = result
+                hash_to_key[hashed] = key  # Store the mapping
                 if len(cache) > maxsize:
-                    cache.popitem(last=False)
+                    oldest_key = next(iter(cache))
+                    oldest_hash = oldest_key[1]
+                    del cache[oldest_key]
+                    del hash_to_key[oldest_hash]
             else:
                 result = cache[key]
+
+            wrapper.session_id = hashed  # Store hash in the wrapper
             return result
 
         def clear_cache():
             cache.clear()
+            hash_to_key.clear()
+
+        def get_result_by_session_id(session_id):
+            key = hash_to_key.get(session_id)
+            return cache.get(key) if key is not None else None
 
         wrapper.clear_cache = clear_cache  # type: ignore
+        wrapper.get_result_by_session_id = get_result_by_session_id  # type: ignore
+        wrapper.hash = None
         wrapper.cache = cache  # type: ignore
         return wrapper
 
@@ -76,7 +90,8 @@ def clear_old_cache_files(max_cache_size: int = 3):
 def compute_dict_hash(graph_data):
     graph_data = filter_json(graph_data)
 
-    cleaned_graph_json = json.dumps(graph_data, sort_keys=True)
+    cleaned_graph_json = orjson_dumps(graph_data, sort_keys=True)
+
     return hashlib.sha256(cleaned_graph_json.encode("utf-8")).hexdigest()
 
 
diff --git a/src/backend/langflow/services/chat/__init__.py b/src/backend/langflow/services/chat/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/chat/config.py b/src/backend/langflow/services/chat/config.py
similarity index 100%
rename from src/backend/langflow/chat/config.py
rename to src/backend/langflow/services/chat/config.py
diff --git a/src/backend/langflow/services/chat/factory.py b/src/backend/langflow/services/chat/factory.py
new file mode 100644
index 000000000..ca844893a
--- /dev/null
+++ b/src/backend/langflow/services/chat/factory.py
@@ -0,0 +1,11 @@
+from langflow.services.chat.manager import ChatManager
+from langflow.services.factory import ServiceFactory
+
+
+class ChatManagerFactory(ServiceFactory):
+    def __init__(self):
+        super().__init__(ChatManager)
+
+    def create(self):
+        # Here you would have logic to create and configure a ChatManager
+        return ChatManager()
diff --git a/src/backend/langflow/chat/manager.py b/src/backend/langflow/services/chat/manager.py
similarity index 89%
rename from src/backend/langflow/chat/manager.py
rename to src/backend/langflow/services/chat/manager.py
index 1e93174e2..19775bede 100644
--- a/src/backend/langflow/chat/manager.py
+++ b/src/backend/langflow/services/chat/manager.py
@@ -1,18 +1,21 @@
 from collections import defaultdict
+import uuid
 from fastapi import WebSocket, status
 from langflow.api.v1.schemas import ChatMessage, ChatResponse, FileResponse
-from langflow.cache import cache_manager
-from langflow.cache.manager import Subject
-from langflow.chat.utils import process_graph
+from langflow.services.base import Service
+from langflow.services import service_manager
+from langflow.services.cache.manager import Subject
+from langflow.services.chat.utils import process_graph
 from langflow.interface.utils import pil_to_base64
-from langflow.utils.logger import logger
+from langflow.services.schema import ServiceType
+from loguru import logger
 
 
 import asyncio
-import json
 from typing import Any, Dict, List
 
-from langflow.cache.flow import InMemoryCache
+from langflow.services.cache.flow import InMemoryCache
+import orjson
 
 
 class ChatHistory(Subject):
@@ -42,11 +45,14 @@ class ChatHistory(Subject):
         self.history[client_id] = []
 
 
-class ChatManager:
+class ChatManager(Service):
+    name = "chat_manager"
+
     def __init__(self):
         self.active_connections: Dict[str, WebSocket] = {}
+        self.connection_ids: Dict[str, str] = {}
         self.chat_history = ChatHistory()
-        self.cache_manager = cache_manager
+        self.cache_manager = service_manager.get(ServiceType.CACHE_MANAGER)
         self.cache_manager.attach(self.update)
         self.in_memory_cache = InMemoryCache()
 
@@ -88,11 +94,14 @@ class ChatManager:
             )
 
     async def connect(self, client_id: str, websocket: WebSocket):
-        await websocket.accept()
         self.active_connections[client_id] = websocket
+        # This is to avoid having multiple clients with the same id
+        #! Temporary solution
+        self.connection_ids[client_id] = f"{client_id}-{uuid.uuid4()}"
 
     def disconnect(self, client_id: str):
         self.active_connections.pop(client_id, None)
+        self.connection_ids.pop(client_id, None)
 
     async def send_message(self, client_id: str, message: str):
         websocket = self.active_connections[client_id]
@@ -117,7 +126,7 @@ class ChatManager:
         self, client_id: str, payload: Dict, langchain_object: Any
     ):
         # Process the graph data and chat message
-        chat_inputs = payload.pop("inputs", "")
+        chat_inputs = payload.pop("inputs", {})
         chat_inputs = ChatMessage(message=chat_inputs)
         self.chat_history.add_message(client_id, chat_inputs)
 
@@ -134,6 +143,7 @@ class ChatManager:
                 langchain_object=langchain_object,
                 chat_inputs=chat_inputs,
                 websocket=self.active_connections[client_id],
+                session_id=self.connection_ids[client_id],
             )
         except Exception as e:
             # Log stack trace
@@ -186,8 +196,8 @@ class ChatManager:
             while True:
                 json_payload = await websocket.receive_json()
                 try:
-                    payload = json.loads(json_payload)
-                except TypeError:
+                    payload = orjson.loads(json_payload)
+                except Exception:
                     payload = json_payload
                 if "clear_history" in payload:
                     self.chat_history.history[client_id] = []
diff --git a/src/backend/langflow/chat/utils.py b/src/backend/langflow/services/chat/utils.py
similarity index 80%
rename from src/backend/langflow/chat/utils.py
rename to src/backend/langflow/services/chat/utils.py
index 7db65b8e3..a332e381e 100644
--- a/src/backend/langflow/chat/utils.py
+++ b/src/backend/langflow/services/chat/utils.py
@@ -2,13 +2,14 @@ from fastapi import WebSocket
 from langflow.api.v1.schemas import ChatMessage
 from langflow.processing.base import get_result_and_steps
 from langflow.interface.utils import try_setting_streaming_options
-from langflow.utils.logger import logger
+from loguru import logger
 
 
 async def process_graph(
     langchain_object,
     chat_inputs: ChatMessage,
     websocket: WebSocket,
+    session_id: str,
 ):
     langchain_object = try_setting_streaming_options(langchain_object, websocket)
     logger.debug("Loaded langchain object")
@@ -21,13 +22,16 @@ async def process_graph(
 
     # Generate result and thought
     try:
-        if not chat_inputs.message:
+        if chat_inputs.message is None:
             logger.debug("No message provided")
-            raise ValueError("No message provided")
+            chat_inputs.message = {}
 
         logger.debug("Generating result and thought")
         result, intermediate_steps = await get_result_and_steps(
-            langchain_object, chat_inputs.message, websocket=websocket
+            langchain_object,
+            chat_inputs.message,
+            websocket=websocket,
+            session_id=session_id,
         )
         logger.debug("Generated result and intermediate_steps")
         return result, intermediate_steps
diff --git a/src/backend/langflow/services/database/__init__.py b/src/backend/langflow/services/database/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/services/database/factory.py b/src/backend/langflow/services/database/factory.py
new file mode 100644
index 000000000..25427b7b9
--- /dev/null
+++ b/src/backend/langflow/services/database/factory.py
@@ -0,0 +1,17 @@
+from typing import TYPE_CHECKING
+from langflow.services.database.manager import DatabaseManager
+from langflow.services.factory import ServiceFactory
+
+if TYPE_CHECKING:
+    from langflow.services.settings.manager import SettingsManager
+
+
+class DatabaseManagerFactory(ServiceFactory):
+    def __init__(self):
+        super().__init__(DatabaseManager)
+
+    def create(self, settings_manager: "SettingsManager"):
+        # Here you would have logic to create and configure a DatabaseManager
+        if not settings_manager.settings.DATABASE_URL:
+            raise ValueError("No database URL provided")
+        return DatabaseManager(settings_manager.settings.DATABASE_URL)
diff --git a/src/backend/langflow/services/database/manager.py b/src/backend/langflow/services/database/manager.py
new file mode 100644
index 000000000..7f8afab6f
--- /dev/null
+++ b/src/backend/langflow/services/database/manager.py
@@ -0,0 +1,182 @@
+from pathlib import Path
+from typing import TYPE_CHECKING
+from langflow.services.base import Service
+from langflow.services.database.models.user.crud import get_user_by_username
+from langflow.services.database.utils import Result, TableResults
+from langflow.services.utils import get_settings_manager
+from sqlalchemy import inspect
+import sqlalchemy as sa
+from sqlmodel import SQLModel, Session, create_engine
+from loguru import logger
+from alembic.config import Config
+from alembic import command
+from langflow.services.database import models  # noqa
+
+if TYPE_CHECKING:
+    from sqlalchemy.engine import Engine
+
+
+class DatabaseManager(Service):
+    name = "database_manager"
+
+    def __init__(self, database_url: str):
+        self.database_url = database_url
+        # This file is in langflow.services.database.manager.py
+        # the ini is in langflow
+        langflow_dir = Path(__file__).parent.parent.parent
+        self.script_location = langflow_dir / "alembic"
+        self.alembic_cfg_path = langflow_dir / "alembic.ini"
+        self.engine = self._create_engine()
+
+    def _create_engine(self) -> "Engine":
+        """Create the engine for the database."""
+        settings_manager = get_settings_manager()
+        if (
+            settings_manager.settings.DATABASE_URL
+            and settings_manager.settings.DATABASE_URL.startswith("sqlite")
+        ):
+            connect_args = {"check_same_thread": False}
+        else:
+            connect_args = {}
+        return create_engine(self.database_url, connect_args=connect_args)
+
+    def __enter__(self):
+        self._session = Session(self.engine)
+        return self._session
+
+    def __exit__(self, exc_type, exc_value, traceback):
+        if exc_type is not None:  # If an exception has been raised
+            logger.error(
+                f"Session rollback because of exception: {exc_type.__name__} {exc_value}"
+            )
+            self._session.rollback()
+        else:
+            self._session.commit()
+        self._session.close()
+
+    def get_session(self):
+        with Session(self.engine) as session:
+            yield session
+
+    def check_schema_health(self) -> bool:
+        inspector = inspect(self.engine)
+
+        model_mapping = {
+            "flow": models.Flow,
+            "user": models.User,
+            "apikey": models.ApiKey,
+            # Add other SQLModel classes here
+        }
+
+        # To account for tables that existed in older versions
+        legacy_tables = ["flowstyle"]
+
+        for table, model in model_mapping.items():
+            expected_columns = list(model.__fields__.keys())
+
+            try:
+                available_columns = [
+                    col["name"] for col in inspector.get_columns(table)
+                ]
+            except sa.exc.NoSuchTableError:
+                logger.error(f"Missing table: {table}")
+                return False
+
+            for column in expected_columns:
+                if column not in available_columns:
+                    logger.error(f"Missing column: {column} in table {table}")
+                    return False
+
+        for table in legacy_tables:
+            if table in inspector.get_table_names():
+                logger.warning(f"Legacy table exists: {table}")
+
+        return True
+
+    def run_migrations(self):
+        logger.info(
+            f"Running DB migrations in {self.script_location} on {self.database_url}"
+        )
+        alembic_cfg = Config()
+        alembic_cfg.set_main_option("script_location", str(self.script_location))
+        alembic_cfg.set_main_option("sqlalchemy.url", self.database_url)
+        command.upgrade(alembic_cfg, "head")
+
+    def run_migrations_test(self):
+        # This method is used for testing purposes only
+        # We will check that all models are in the database
+        # and that the database is up to date with all columns
+        sql_models = [models.Flow, models.User, models.ApiKey]
+        results = []
+        for sql_model in sql_models:
+            results.append(
+                TableResults(sql_model.__tablename__, self.check_table(sql_model))
+            )
+        return results
+
+    def check_table(self, model):
+        results = []
+        inspector = inspect(self.engine)
+        table_name = model.__tablename__
+        expected_columns = list(model.__fields__.keys())
+        try:
+            available_columns = [
+                col["name"] for col in inspector.get_columns(table_name)
+            ]
+            results.append(Result(name=table_name, type="table", success=True))
+        except sa.exc.NoSuchTableError:
+            logger.error(f"Missing table: {table_name}")
+            results.append(Result(name=table_name, type="table", success=False))
+
+        for column in expected_columns:
+            if column not in available_columns:
+                logger.error(f"Missing column: {column} in table {table_name}")
+                results.append(Result(name=column, type="column", success=False))
+            else:
+                results.append(Result(name=column, type="column", success=True))
+        return results
+
+    def create_db_and_tables(self):
+        logger.debug("Creating database and tables")
+        try:
+            SQLModel.metadata.create_all(self.engine)
+        except Exception as exc:
+            logger.error(f"Error creating database and tables: {exc}")
+            raise RuntimeError("Error creating database and tables") from exc
+
+        # Now check if the table "flow" exists, if not, something went wrong
+        # and we need to create the tables again.
+        from sqlalchemy import inspect
+
+        inspector = inspect(self.engine)
+        current_tables = ["flow", "user", "apikey"]
+        table_names = inspector.get_table_names()
+        for table in current_tables:
+            if table not in table_names:
+                logger.error("Something went wrong creating the database and tables.")
+                logger.error("Please check your database settings.")
+                raise RuntimeError(
+                    "Something went wrong creating the database and tables."
+                )
+
+        logger.debug("Database and tables created successfully")
+
+    def teardown(self):
+        logger.debug("Tearing down database")
+        try:
+            settings_manager = get_settings_manager()
+            # remove the default superuser if auto_login is enabled
+            # using the FIRST_SUPERUSER to get the user
+            if settings_manager.auth_settings.AUTO_LOGIN:
+                logger.debug("Removing default superuser")
+                username = settings_manager.auth_settings.FIRST_SUPERUSER
+                with Session(self.engine) as session:
+                    user = get_user_by_username(session, username)
+                    session.delete(user)
+                    session.commit()
+                    logger.debug("Default superuser removed")
+
+        except Exception as exc:
+            logger.error(f"Error tearing down database: {exc}")
+
+        self.engine.dispose()
diff --git a/src/backend/langflow/services/database/models/__init__.py b/src/backend/langflow/services/database/models/__init__.py
new file mode 100644
index 000000000..3cc4231a3
--- /dev/null
+++ b/src/backend/langflow/services/database/models/__init__.py
@@ -0,0 +1,5 @@
+from .flow import Flow
+from .user import User
+from .api_key import ApiKey
+
+__all__ = ["Flow", "User", "ApiKey"]
diff --git a/src/backend/langflow/services/database/models/api_key/__init__.py b/src/backend/langflow/services/database/models/api_key/__init__.py
new file mode 100644
index 000000000..fbb8265b9
--- /dev/null
+++ b/src/backend/langflow/services/database/models/api_key/__init__.py
@@ -0,0 +1,3 @@
+from .api_key import ApiKey, ApiKeyCreate, UnmaskedApiKeyRead, ApiKeyRead
+
+__all__ = ["ApiKey", "ApiKeyCreate", "UnmaskedApiKeyRead", "ApiKeyRead"]
diff --git a/src/backend/langflow/services/database/models/api_key/api_key.py b/src/backend/langflow/services/database/models/api_key/api_key.py
new file mode 100644
index 000000000..5d5bab0f4
--- /dev/null
+++ b/src/backend/langflow/services/database/models/api_key/api_key.py
@@ -0,0 +1,48 @@
+from pydantic import validator
+from sqlmodel import Field, Relationship
+from uuid import UUID, uuid4
+from typing import Optional, TYPE_CHECKING
+from datetime import datetime
+from langflow.services.database.models.base import SQLModelSerializable
+
+if TYPE_CHECKING:
+    from langflow.services.database.models.user import User
+
+
+class ApiKeyBase(SQLModelSerializable):
+    name: Optional[str] = Field(index=True)
+    created_at: datetime = Field(default_factory=datetime.utcnow)
+    last_used_at: Optional[datetime] = Field(default=None)
+    total_uses: int = Field(default=0)
+    is_active: bool = Field(default=True)
+
+
+class ApiKey(ApiKeyBase, table=True):
+    id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
+
+    api_key: str = Field(index=True, unique=True)
+    # User relationship
+    user_id: UUID = Field(index=True, foreign_key="user.id")
+    user: "User" = Relationship(back_populates="api_keys")
+
+
+class ApiKeyCreate(ApiKeyBase):
+    api_key: Optional[str] = None
+    user_id: Optional[UUID] = None
+
+
+class UnmaskedApiKeyRead(ApiKeyBase):
+    id: UUID
+    api_key: str = Field()
+    user_id: UUID = Field()
+
+
+class ApiKeyRead(ApiKeyBase):
+    id: UUID
+    api_key: str = Field()
+    user_id: UUID = Field()
+
+    @validator("api_key", always=True)
+    def mask_api_key(cls, v):
+        # This validator will always run, and will mask the API key
+        return f"{v[:8]}{'*' * (len(v) - 8)}"
diff --git a/src/backend/langflow/services/database/models/api_key/crud.py b/src/backend/langflow/services/database/models/api_key/crud.py
new file mode 100644
index 000000000..abc84f108
--- /dev/null
+++ b/src/backend/langflow/services/database/models/api_key/crud.py
@@ -0,0 +1,71 @@
+import datetime
+import secrets
+import threading
+from uuid import UUID
+from typing import List, Optional
+from sqlmodel import Session, select
+from langflow.services.database.models.api_key import (
+    ApiKey,
+    ApiKeyCreate,
+    UnmaskedApiKeyRead,
+    ApiKeyRead,
+)
+
+
+def get_api_keys(session: Session, user_id: UUID) -> List[ApiKeyRead]:
+    query = select(ApiKey).where(ApiKey.user_id == user_id)
+    api_keys = session.exec(query).all()
+    return [ApiKeyRead.from_orm(api_key) for api_key in api_keys]
+
+
+def create_api_key(
+    session: Session, api_key_create: ApiKeyCreate, user_id: UUID
+) -> UnmaskedApiKeyRead:
+    # Generate a random API key with 32 bytes of randomness
+    generated_api_key = f"lf-{secrets.token_urlsafe(32)}"
+
+    api_key = ApiKey(
+        api_key=generated_api_key,
+        name=api_key_create.name,
+        user_id=user_id,
+    )
+
+    session.add(api_key)
+    session.commit()
+    session.refresh(api_key)
+    unmasked = UnmaskedApiKeyRead.from_orm(api_key)
+    unmasked.api_key = generated_api_key
+    return unmasked
+
+
+def delete_api_key(session: Session, api_key_id: UUID) -> None:
+    api_key = session.get(ApiKey, api_key_id)
+    if api_key is None:
+        raise ValueError("API Key not found")
+    session.delete(api_key)
+    session.commit()
+
+
+def check_key(session: Session, api_key: str) -> Optional[ApiKey]:
+    """Check if the API key is valid."""
+    query = select(ApiKey).where(ApiKey.api_key == api_key)
+    api_key_object: Optional[ApiKey] = session.exec(query).first()
+    if api_key_object is not None:
+        threading.Thread(
+            target=update_total_uses,
+            args=(
+                session,
+                api_key_object,
+            ),
+        ).start()
+    return api_key_object
+
+
+def update_total_uses(session, api_key: ApiKey):
+    """Update the total uses and last used at."""
+    api_key.total_uses += 1
+    api_key.last_used_at = datetime.datetime.now(datetime.timezone.utc)
+    session.add(api_key)
+    session.commit()
+    session.refresh(api_key)
+    return api_key
diff --git a/src/backend/langflow/services/database/models/base.py b/src/backend/langflow/services/database/models/base.py
new file mode 100644
index 000000000..a70999206
--- /dev/null
+++ b/src/backend/langflow/services/database/models/base.py
@@ -0,0 +1,25 @@
+from sqlmodel import SQLModel
+import orjson
+
+
+def orjson_dumps(v, *, default=None, sort_keys=False, indent_2=True):
+    option = orjson.OPT_SORT_KEYS if sort_keys else None
+    if indent_2:
+        # orjson.dumps returns bytes, to match standard json.dumps we need to decode
+        # option
+        # To modify how data is serialized, specify option. Each option is an integer constant in orjson.
+        # To specify multiple options, mask them together, e.g., option=orjson.OPT_STRICT_INTEGER | orjson.OPT_NAIVE_UTC
+        if option is None:
+            option = orjson.OPT_INDENT_2
+        else:
+            option |= orjson.OPT_INDENT_2
+    if default is None:
+        return orjson.dumps(v, option=option).decode()
+    return orjson.dumps(v, default=default, option=option).decode()
+
+
+class SQLModelSerializable(SQLModel):
+    class Config:
+        orm_mode = True
+        json_loads = orjson.loads
+        json_dumps = orjson_dumps
diff --git a/src/backend/langflow/services/database/models/component/__init__.py b/src/backend/langflow/services/database/models/component/__init__.py
new file mode 100644
index 000000000..c787c3e04
--- /dev/null
+++ b/src/backend/langflow/services/database/models/component/__init__.py
@@ -0,0 +1,3 @@
+from .component import Component, ComponentModel
+
+__all__ = ["Component", "ComponentModel"]
diff --git a/src/backend/langflow/database/models/component.py b/src/backend/langflow/services/database/models/component/component.py
similarity index 92%
rename from src/backend/langflow/database/models/component.py
rename to src/backend/langflow/services/database/models/component/component.py
index bb2408cdb..5c4e6c13a 100644
--- a/src/backend/langflow/database/models/component.py
+++ b/src/backend/langflow/services/database/models/component/component.py
@@ -1,4 +1,4 @@
-from langflow.database.models.base import SQLModelSerializable, SQLModel
+from langflow.services.database.models.base import SQLModelSerializable, SQLModel
 from sqlmodel import Field
 from typing import Optional
 from datetime import datetime
diff --git a/src/backend/langflow/services/database/models/flow/__init__.py b/src/backend/langflow/services/database/models/flow/__init__.py
new file mode 100644
index 000000000..7c7cc0172
--- /dev/null
+++ b/src/backend/langflow/services/database/models/flow/__init__.py
@@ -0,0 +1,3 @@
+from .flow import Flow, FlowCreate, FlowRead, FlowUpdate
+
+__all__ = ["Flow", "FlowCreate", "FlowRead", "FlowUpdate"]
diff --git a/src/backend/langflow/database/models/flow.py b/src/backend/langflow/services/database/models/flow/flow.py
similarity index 64%
rename from src/backend/langflow/database/models/flow.py
rename to src/backend/langflow/services/database/models/flow/flow.py
index f9e3aa249..e6ad4af4a 100644
--- a/src/backend/langflow/database/models/flow.py
+++ b/src/backend/langflow/services/database/models/flow/flow.py
@@ -1,13 +1,13 @@
 # Path: src/backend/langflow/database/models/flow.py
 
-from langflow.database.models.base import SQLModelSerializable
+from langflow.services.database.models.base import SQLModelSerializable
 from pydantic import validator
-from sqlmodel import Field, Relationship, JSON, Column
+from sqlmodel import Field, JSON, Column, Relationship
 from uuid import UUID, uuid4
-from typing import Dict, Optional
+from typing import Dict, Optional, TYPE_CHECKING
 
-# if TYPE_CHECKING:
-from langflow.database.models.flow_style import FlowStyle, FlowStyleRead
+if TYPE_CHECKING:
+    from langflow.services.database.models.user import User
 
 
 class FlowBase(SQLModelSerializable):
@@ -17,7 +17,6 @@ class FlowBase(SQLModelSerializable):
 
     @validator("data")
     def validate_json(v):
-        # dict_keys(['description', 'name', 'id', 'data'])
         if not v:
             return v
         if not isinstance(v, dict):
@@ -35,23 +34,17 @@ class FlowBase(SQLModelSerializable):
 class Flow(FlowBase, table=True):
     id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
     data: Optional[Dict] = Field(default=None, sa_column=Column(JSON))
-    style: Optional["FlowStyle"] = Relationship(
-        back_populates="flow",
-        # use "uselist=False" to make it a one-to-one relationship
-        sa_relationship_kwargs={"uselist": False},
-    )
+    user_id: UUID = Field(index=True, foreign_key="user.id")
+    user: "User" = Relationship(back_populates="flows")
 
 
 class FlowCreate(FlowBase):
-    pass
+    user_id: Optional[UUID] = None
 
 
 class FlowRead(FlowBase):
     id: UUID
-
-
-class FlowReadWithStyle(FlowRead):
-    style: Optional["FlowStyleRead"] = None
+    user_id: UUID = Field()
 
 
 class FlowUpdate(SQLModelSerializable):
diff --git a/src/backend/langflow/services/database/models/user/__init__.py b/src/backend/langflow/services/database/models/user/__init__.py
new file mode 100644
index 000000000..da9170eb7
--- /dev/null
+++ b/src/backend/langflow/services/database/models/user/__init__.py
@@ -0,0 +1,8 @@
+from .user import User, UserCreate, UserRead, UserUpdate
+
+__all__ = [
+    "User",
+    "UserCreate",
+    "UserRead",
+    "UserUpdate",
+]
diff --git a/src/backend/langflow/services/database/models/user/crud.py b/src/backend/langflow/services/database/models/user/crud.py
new file mode 100644
index 000000000..f7f5958fe
--- /dev/null
+++ b/src/backend/langflow/services/database/models/user/crud.py
@@ -0,0 +1,59 @@
+from datetime import datetime, timezone
+from typing import Union
+from uuid import UUID
+from fastapi import Depends, HTTPException, status
+from langflow.services.database.models.user.user import User, UserUpdate
+from langflow.services.utils import get_session
+from sqlalchemy.exc import IntegrityError
+from sqlmodel import Session
+from typing import Optional
+
+from sqlalchemy.orm.attributes import flag_modified
+
+
+def get_user_by_username(db: Session, username: str) -> Union[User, None]:
+    return db.query(User).filter(User.username == username).first()
+
+
+def get_user_by_id(db: Session, id: UUID) -> Union[User, None]:
+    return db.query(User).filter(User.id == id).first()
+
+
+def update_user(
+    user_db: Optional[User], user: UserUpdate, db: Session = Depends(get_session)
+) -> User:
+    if not user_db:
+        raise HTTPException(status_code=404, detail="User not found")
+
+    # user_db_by_username = get_user_by_username(db, user.username)  # type: ignore
+    # if user_db_by_username and user_db_by_username.id != user_id:
+    #     raise HTTPException(status_code=409, detail="Username already exists")
+
+    user_data = user.dict(exclude_unset=True)
+    changed = False
+    for attr, value in user_data.items():
+        if hasattr(user_db, attr) and value is not None:
+            setattr(user_db, attr, value)
+            changed = True
+
+    if not changed:
+        raise HTTPException(
+            status_code=status.HTTP_304_NOT_MODIFIED, detail="Nothing to update"
+        )
+
+    user_db.updated_at = datetime.now(timezone.utc)
+    flag_modified(user_db, "updated_at")
+
+    try:
+        db.commit()
+    except IntegrityError as e:
+        db.rollback()
+        raise HTTPException(status_code=400, detail=str(e)) from e
+
+    return user_db
+
+
+def update_user_last_login_at(user_id: UUID, db: Session = Depends(get_session)):
+    user_data = UserUpdate(last_login_at=datetime.now(timezone.utc))  # type: ignore
+    user = get_user_by_id(db, user_id)
+    return update_user(user, user_data, db)
diff --git a/src/backend/langflow/services/database/models/user/user.py b/src/backend/langflow/services/database/models/user/user.py
new file mode 100644
index 000000000..8bd42af00
--- /dev/null
+++ b/src/backend/langflow/services/database/models/user/user.py
@@ -0,0 +1,49 @@
+from langflow.services.database.models.base import SQLModel, SQLModelSerializable
+from sqlmodel import Field, Relationship
+
+
+from datetime import datetime
+from typing import Optional, TYPE_CHECKING
+from uuid import UUID, uuid4
+
+if TYPE_CHECKING:
+    from langflow.services.database.models.api_key import ApiKey
+    from langflow.services.database.models.flow import Flow
+
+
+class User(SQLModelSerializable, table=True):
+    id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
+    username: str = Field(index=True, unique=True)
+    password: str = Field()
+    profile_image: Optional[str] = Field(default=None)
+    is_active: bool = Field(default=False)
+    is_superuser: bool = Field(default=False)
+    create_at: datetime = Field(default_factory=datetime.utcnow)
+    updated_at: datetime = Field(default_factory=datetime.utcnow)
+    last_login_at: Optional[datetime] = Field()
+    api_keys: list["ApiKey"] = Relationship(back_populates="user")
+    flows: list["Flow"] = Relationship(back_populates="user")
+
+
+class UserCreate(SQLModel):
+    username: str = Field()
+    password: str = Field()
+
+
+class UserRead(SQLModel):
+    id: UUID = Field(default_factory=uuid4)
+    username: str = Field()
+    profile_image: Optional[str] = Field()
+    is_active: bool = Field()
+    is_superuser: bool = Field()
+    create_at: datetime = Field()
+    updated_at: datetime = Field()
+    last_login_at: Optional[datetime] = Field()
+
+
+class UserUpdate(SQLModel):
+    profile_image: Optional[str] = Field()
+    password: Optional[str] = Field()
+    is_active: Optional[bool] = Field()
+    is_superuser: Optional[bool] = Field()
+    last_login_at: Optional[datetime] = Field()
diff --git a/src/backend/langflow/services/database/utils.py b/src/backend/langflow/services/database/utils.py
new file mode 100644
index 000000000..fd0a8856a
--- /dev/null
+++ b/src/backend/langflow/services/database/utils.py
@@ -0,0 +1,69 @@
+from dataclasses import dataclass
+from typing import TYPE_CHECKING
+from loguru import logger
+from contextlib import contextmanager
+from alembic.util.exc import CommandError
+from sqlmodel import Session
+
+if TYPE_CHECKING:
+    from langflow.services.database.manager import DatabaseManager
+
+
+def initialize_database():
+    logger.debug("Initializing database")
+    from langflow.services import service_manager, ServiceType
+
+    database_manager = service_manager.get(ServiceType.DATABASE_MANAGER)
+    try:
+        database_manager.check_schema_health()
+    except Exception as exc:
+        logger.error(f"Error checking schema health: {exc}")
+        raise RuntimeError("Error checking schema health") from exc
+    try:
+        database_manager.run_migrations()
+    except CommandError as exc:
+        if "Can't locate revision identified by" not in str(exc):
+            raise exc
+        # This means there's wrong revision in the DB
+        # We need to delete the alembic_version table
+        # and run the migrations again
+        logger.warning(
+            "Wrong revision in DB, deleting alembic_version table and running migrations again"
+        )
+        with session_getter(database_manager) as session:
+            session.execute("DROP TABLE alembic_version")
+        database_manager.run_migrations()
+    except Exception as exc:
+        # if the exception involves tables already existing
+        # we can ignore it
+        if "already exists" not in str(exc):
+            logger.error(f"Error running migrations: {exc}")
+            raise RuntimeError("Error running migrations") from exc
+    database_manager.create_db_and_tables()
+    logger.debug("Database initialized")
+
+
+@contextmanager
+def session_getter(db_manager: "DatabaseManager"):
+    try:
+        session = Session(db_manager.engine)
+        yield session
+    except Exception as e:
+        print("Session rollback because of exception:", e)
+        session.rollback()
+        raise
+    finally:
+        session.close()
+
+
+@dataclass
+class Result:
+    name: str
+    type: str
+    success: bool
+
+
+@dataclass
+class TableResults:
+    table_name: str
+    results: list[Result]
diff --git a/src/backend/langflow/services/factory.py b/src/backend/langflow/services/factory.py
new file mode 100644
index 000000000..c37f4e9c2
--- /dev/null
+++ b/src/backend/langflow/services/factory.py
@@ -0,0 +1,6 @@
+class ServiceFactory:
+    def __init__(self, service_class):
+        self.service_class = service_class
+
+    def create(self, *args, **kwargs):
+        raise NotImplementedError
diff --git a/src/backend/langflow/services/manager.py b/src/backend/langflow/services/manager.py
new file mode 100644
index 000000000..60a93fe16
--- /dev/null
+++ b/src/backend/langflow/services/manager.py
@@ -0,0 +1,157 @@
+from langflow.services.schema import ServiceType
+from typing import TYPE_CHECKING, List, Optional
+from loguru import logger
+
+if TYPE_CHECKING:
+    from langflow.services.factory import ServiceFactory
+
+
+class ServiceManager:
+    """
+    Manages the creation of different services.
+    """
+
+    def __init__(self):
+        self.services = {}
+        self.factories = {}
+        self.dependencies = {}
+
+    def register_factory(
+        self,
+        service_factory: "ServiceFactory",
+        dependencies: Optional[List[ServiceType]] = None,
+    ):
+        """
+        Registers a new factory with dependencies.
+        """
+        if dependencies is None:
+            dependencies = []
+        service_name = service_factory.service_class.name
+        self.factories[service_name] = service_factory
+        self.dependencies[service_name] = dependencies
+
+    def get(self, service_name: ServiceType):
+        """
+        Get (or create) a service by its name.
+        """
+        if service_name not in self.services:
+            self._create_service(service_name)
+
+        return self.services[service_name]
+
+    def _create_service(self, service_name: ServiceType):
+        """
+        Create a new service given its name, handling dependencies.
+        """
+        logger.debug(f"Create service {service_name}")
+        self._validate_service_creation(service_name)
+
+        # Create dependencies first
+        for dependency in self.dependencies.get(service_name, []):
+            if dependency not in self.services:
+                self._create_service(dependency)
+
+        # Collect the dependent services
+        dependent_services = {
+            dep.value: self.services[dep]
+            for dep in self.dependencies.get(service_name, [])
+        }
+
+        # Create the actual service
+        self.services[service_name] = self.factories[service_name].create(
+            **dependent_services
+        )
+
+    def _validate_service_creation(self, service_name: ServiceType):
+        """
+        Validate whether the service can be created.
+        """
+        if service_name not in self.factories:
+            raise ValueError(
+                f"No factory registered for the service class '{service_name.name}'"
+            )
+
+    def update(self, service_name: ServiceType):
+        """
+        Update a service by its name.
+        """
+        if service_name in self.services:
+            logger.debug(f"Update service {service_name}")
+            self.services.pop(service_name, None)
+            self.get(service_name)
+
+    def teardown(self):
+        """
+        Teardown all the services.
+        """
+        for service in self.services.values():
+            logger.debug(f"Teardown service {service.name}")
+            service.teardown()
+        self.services = {}
+        self.factories = {}
+        self.dependencies = {}
+
+
+service_manager = ServiceManager()
+
+
+def initialize_services():
+    """
+    Initialize all the services needed.
+    """
+    from langflow.services.database import factory as database_factory
+    from langflow.services.cache import factory as cache_factory
+    from langflow.services.chat import factory as chat_factory
+    from langflow.services.settings import factory as settings_factory
+    from langflow.services.auth import factory as auth_factory
+
+    service_manager.register_factory(settings_factory.SettingsManagerFactory())
+    service_manager.register_factory(
+        auth_factory.AuthManagerFactory(), dependencies=[ServiceType.SETTINGS_MANAGER]
+    )
+    service_manager.register_factory(
+        database_factory.DatabaseManagerFactory(),
+        dependencies=[ServiceType.SETTINGS_MANAGER],
+    )
+    service_manager.register_factory(cache_factory.CacheManagerFactory())
+    service_manager.register_factory(chat_factory.ChatManagerFactory())
+
+    # Test cache connection
+    service_manager.get(ServiceType.CACHE_MANAGER)
+    # Test database connection
+    service_manager.get(ServiceType.DATABASE_MANAGER)
+
+
+def initialize_settings_manager():
+    """
+    Initialize the settings manager.
+    """
+    from langflow.services.settings import factory as settings_factory
+
+    service_manager.register_factory(settings_factory.SettingsManagerFactory())
+
+
+def initialize_session_manager():
+    """
+    Initialize the session manager.
+    """
+    from langflow.services.session import factory as session_manager_factory  # type: ignore
+    from langflow.services.cache import factory as cache_factory
+
+    initialize_settings_manager()
+
+    service_manager.register_factory(
+        cache_factory.CacheManagerFactory(), dependencies=[ServiceType.SETTINGS_MANAGER]
+    )
+
+    service_manager.register_factory(
+        session_manager_factory.SessionManagerFactory(),
+        dependencies=[ServiceType.CACHE_MANAGER],
+    )
+
+
+def teardown_services():
+    """
+    Teardown all the services.
+    """
+    service_manager.teardown()
diff --git a/src/backend/langflow/services/plugins/__init__.py b/src/backend/langflow/services/plugins/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/services/plugins/langfuse.py b/src/backend/langflow/services/plugins/langfuse.py
new file mode 100644
index 000000000..7460f20ad
--- /dev/null
+++ b/src/backend/langflow/services/plugins/langfuse.py
@@ -0,0 +1,49 @@
+from langflow.services.utils import get_settings_manager
+from langflow.utils.logger import logger
+
+### Temporary implementation
+# This will be replaced by a plugin system once merged into 0.5.0
+
+
+class LangfuseInstance:
+    _instance = None
+
+    @classmethod
+    def get(cls):
+        logger.debug("Getting Langfuse instance")
+        if cls._instance is None:
+            cls.create()
+        return cls._instance
+
+    @classmethod
+    def create(cls):
+        logger.debug("Creating Langfuse instance")
+        from langfuse import Langfuse  # type: ignore
+
+        settings_manager = get_settings_manager()
+
+        if (
+            settings_manager.settings.LANGFUSE_PUBLIC_KEY
+            and settings_manager.settings.LANGFUSE_SECRET_KEY
+        ):
+            logger.debug("Langfuse credentials found")
+            cls._instance = Langfuse(
+                public_key=settings_manager.settings.LANGFUSE_PUBLIC_KEY,
+                secret_key=settings_manager.settings.LANGFUSE_SECRET_KEY,
+            )
+        else:
+            logger.debug("No Langfuse credentials found")
+            cls._instance = None
+
+    @classmethod
+    def update(cls):
+        logger.debug("Updating Langfuse instance")
+        cls._instance = None
+        cls.create()
+
+    @classmethod
+    def teardown(cls):
+        logger.debug("Tearing down Langfuse instance")
+        if cls._instance is not None:
+            cls._instance.flush()
+        cls._instance = None
diff --git a/src/backend/langflow/services/schema.py b/src/backend/langflow/services/schema.py
new file mode 100644
index 000000000..6291a0d0b
--- /dev/null
+++ b/src/backend/langflow/services/schema.py
@@ -0,0 +1,14 @@
+from enum import Enum
+
+
+class ServiceType(str, Enum):
+    """
+    Enum for the different types of services that can be
+    registered with the service manager.
+    """
+
+    AUTH_MANAGER = "auth_manager"
+    CACHE_MANAGER = "cache_manager"
+    SETTINGS_MANAGER = "settings_manager"
+    DATABASE_MANAGER = "database_manager"
+    CHAT_MANAGER = "chat_manager"
diff --git a/src/backend/langflow/services/settings/__init__.py b/src/backend/langflow/services/settings/__init__.py
new file mode 100644
index 000000000..2191bf2cc
--- /dev/null
+++ b/src/backend/langflow/services/settings/__init__.py
@@ -0,0 +1,3 @@
+from . import factory, manager
+
+__all__ = ["factory", "manager"]
diff --git a/src/backend/langflow/services/settings/auth.py b/src/backend/langflow/services/settings/auth.py
new file mode 100644
index 000000000..d1f8197f0
--- /dev/null
+++ b/src/backend/langflow/services/settings/auth.py
@@ -0,0 +1,72 @@
+from pathlib import Path
+from typing import Optional
+import secrets
+from langflow.services.settings.utils import read_secret_from_file, write_secret_to_file
+
+from pydantic import BaseSettings, Field, validator
+from passlib.context import CryptContext
+from loguru import logger
+
+
+class AuthSettings(BaseSettings):
+    # Login settings
+    CONFIG_DIR: str
+    SECRET_KEY: str = Field(
+        default="",
+        description="Secret key for JWT. If not provided, a random one will be generated.",
+        env="LANGFLOW_SECRET_KEY",
+        allow_mutation=False,
+    )
+    ALGORITHM: str = "HS256"
+    ACCESS_TOKEN_EXPIRE_MINUTES: int = 60
+    REFRESH_TOKEN_EXPIRE_MINUTES: int = 70
+
+    # API Key to execute /process endpoint
+    API_KEY_SECRET_KEY: Optional[
+        str
+    ] = "b82818e0ad4ff76615c5721ee21004b07d84cd9b87ba4d9cb42374da134b841a"
+    API_KEY_ALGORITHM: str = "HS256"
+    API_V1_STR: str = "/api/v1"
+
+    # If AUTO_LOGIN = True
+    # > The application does not request login and logs in automatically as a super user.
+    AUTO_LOGIN: bool = False
+    FIRST_SUPERUSER: str = "langflow"
+    FIRST_SUPERUSER_PASSWORD: str = "langflow"
+
+    pwd_context = CryptContext(schemes=["bcrypt"], deprecated="auto")
+
+    class Config:
+        validate_assignment = True
+        extra = "ignore"
+        env_prefix = "LANGFLOW_"
+
+    @validator("SECRET_KEY", pre=True)
+    def get_secret_key(cls, value, values):
+        config_dir = values.get("CONFIG_DIR")
+
+        if not config_dir:
+            logger.debug("No CONFIG_DIR provided, not saving secret key")
+            return value or secrets.token_urlsafe(32)
+
+        secret_key_path = Path(config_dir) / "secret_key"
+
+        if value:
+            logger.debug("Secret key provided")
+            write_secret_to_file(secret_key_path, value)
+        else:
+            logger.debug("No secret key provided, generating a random one")
+
+            if secret_key_path.exists():
+                value = read_secret_from_file(secret_key_path)
+                logger.debug("Loaded secret key")
+                if not value:
+                    value = secrets.token_urlsafe(32)
+                    write_secret_to_file(secret_key_path, value)
+                    logger.debug("Saved secret key")
+            else:
+                value = secrets.token_urlsafe(32)
+                write_secret_to_file(secret_key_path, value)
+                logger.debug("Saved secret key")
+
+        return value
diff --git a/src/backend/langflow/settings.py b/src/backend/langflow/services/settings/base.py
similarity index 68%
rename from src/backend/langflow/settings.py
rename to src/backend/langflow/services/settings/base.py
index 439b3a1e4..86cbf64e5 100644
--- a/src/backend/langflow/settings.py
+++ b/src/backend/langflow/services/settings/base.py
@@ -1,14 +1,17 @@
 import contextlib
 import json
+import orjson
 import os
+from shutil import copy2
 from typing import Optional, List
 from pathlib import Path
 
 import yaml
 from pydantic import BaseSettings, root_validator, validator
-from langflow.utils.logger import logger
+from loguru import logger
 
-BASE_COMPONENTS_PATH = str(Path(__file__).parent / "components")
+# BASE_COMPONENTS_PATH = str(Path(__file__).parent / "components")
+BASE_COMPONENTS_PATH = str(Path(__file__).parent.parent.parent / "components")
 
 
 class Settings(BaseSettings):
@@ -29,14 +32,44 @@ class Settings(BaseSettings):
     OUTPUT_PARSERS: dict = {}
     CUSTOM_COMPONENTS: dict = {}
 
+    # Define the default LANGFLOW_DIR
+    CONFIG_DIR: Optional[str] = None
+
     DEV: bool = False
     DATABASE_URL: Optional[str] = None
-    CACHE: str = "InMemoryCache"
+    CACHE: Optional[str] = None
     REMOVE_API_KEYS: bool = False
     COMPONENTS_PATH: List[str] = []
 
+    LANGFUSE_SECRET_KEY: Optional[str] = None
+    LANGFUSE_PUBLIC_KEY: Optional[str] = None
+    LANGFUSE_HOST: Optional[str] = None
+
+    @validator("CONFIG_DIR", pre=True, allow_reuse=True)
+    def set_langflow_dir(cls, value):
+        if not value:
+            import appdirs
+
+            # Define the app name and author
+            app_name = "langflow"
+            app_author = "logspace"
+
+            # Get the cache directory for the application
+            cache_dir = appdirs.user_cache_dir(app_name, app_author)
+
+            # Create a .langflow directory inside the cache directory
+            value = Path(cache_dir)
+            value.mkdir(parents=True, exist_ok=True)
+
+        if isinstance(value, str):
+            value = Path(value)
+        if not value.exists():
+            value.mkdir(parents=True, exist_ok=True)
+
+        return str(value)
+
     @validator("DATABASE_URL", pre=True)
-    def set_database_url(cls, value):
+    def set_database_url(cls, value, values):
         if not value:
             logger.debug(
                 "No database_url provided, trying LANGFLOW_DATABASE_URL env variable"
@@ -46,7 +79,28 @@ class Settings(BaseSettings):
                 logger.debug("Using LANGFLOW_DATABASE_URL env variable.")
             else:
                 logger.debug("No DATABASE_URL env variable, using sqlite database")
-                value = "sqlite:///./langflow.db"
+                # Originally, we used sqlite:///./langflow.db
+                # so we need to migrate to the new format
+                # if there is a database in that location
+                if not values["CONFIG_DIR"]:
+                    raise ValueError(
+                        "CONFIG_DIR not set, please set it or provide a DATABASE_URL"
+                    )
+
+                new_path = f"{values['CONFIG_DIR']}/langflow.db"
+                if Path("./langflow.db").exists():
+                    if Path(new_path).exists():
+                        logger.debug(f"Database already exists at {new_path}, using it")
+                    else:
+                        try:
+                            logger.debug("Copying existing database to new location")
+                            copy2("./langflow.db", new_path)
+                            logger.debug(f"Copied existing database to {new_path}")
+                        except Exception:
+                            logger.error("Failed to copy database, using default path")
+                            new_path = "./langflow.db"
+
+                value = f"sqlite:///{new_path}"
 
         return value
 
@@ -126,15 +180,20 @@ class Settings(BaseSettings):
             if isinstance(getattr(self, key), list):
                 # value might be a '[something]' string
                 with contextlib.suppress(json.decoder.JSONDecodeError):
-                    value = json.loads(str(value))
+                    value = orjson.loads(str(value))
                 if isinstance(value, list):
                     for item in value:
+                        if isinstance(item, Path):
+                            item = str(item)
                         if item not in getattr(self, key):
                             getattr(self, key).append(item)
                     logger.debug(f"Extended {key}")
                 else:
-                    getattr(self, key).append(value)
-                    logger.debug(f"Appended {key}")
+                    if isinstance(value, Path):
+                        value = str(value)
+                    if value not in getattr(self, key):
+                        getattr(self, key).append(value)
+                        logger.debug(f"Appended {key}")
 
             else:
                 setattr(self, key, value)
@@ -166,6 +225,3 @@ def load_settings_from_yaml(file_path: str) -> Settings:
             logger.debug(f"Loading {len(settings_dict[key])} {key} from {file_path}")
 
     return Settings(**settings_dict)
-
-
-settings = load_settings_from_yaml("config.yaml")
diff --git a/src/backend/langflow/services/settings/factory.py b/src/backend/langflow/services/settings/factory.py
new file mode 100644
index 000000000..ab22e22b8
--- /dev/null
+++ b/src/backend/langflow/services/settings/factory.py
@@ -0,0 +1,15 @@
+from pathlib import Path
+from langflow.services.settings.manager import SettingsManager
+from langflow.services.factory import ServiceFactory
+
+
+class SettingsManagerFactory(ServiceFactory):
+    def __init__(self):
+        super().__init__(SettingsManager)
+
+    def create(self):
+        # Here you would have logic to create and configure a SettingsManager
+        langflow_dir = Path(__file__).parent.parent.parent
+        return SettingsManager.load_settings_from_yaml(
+            str(langflow_dir / "config.yaml")
+        )
diff --git a/src/backend/langflow/services/settings/manager.py b/src/backend/langflow/services/settings/manager.py
new file mode 100644
index 000000000..2d687d784
--- /dev/null
+++ b/src/backend/langflow/services/settings/manager.py
@@ -0,0 +1,44 @@
+from langflow.services.base import Service
+from langflow.services.settings.auth import AuthSettings
+from langflow.services.settings.base import Settings
+from loguru import logger
+import os
+import yaml
+
+
+class SettingsManager(Service):
+    name = "settings_manager"
+
+    def __init__(self, settings: Settings, auth_settings: AuthSettings):
+        super().__init__()
+        self.settings = settings
+        self.auth_settings = auth_settings
+
+    @classmethod
+    def load_settings_from_yaml(cls, file_path: str) -> "SettingsManager":
+        # Check if a string is a valid path or a file name
+        if "/" not in file_path:
+            # Get current path
+            current_path = os.path.dirname(os.path.abspath(__file__))
+
+            file_path = os.path.join(current_path, file_path)
+
+        with open(file_path, "r") as f:
+            settings_dict = yaml.safe_load(f)
+            settings_dict = {k.upper(): v for k, v in settings_dict.items()}
+
+            for key in settings_dict:
+                if key not in Settings.__fields__.keys():
+                    raise KeyError(f"Key {key} not found in settings")
+                logger.debug(
+                    f"Loading {len(settings_dict[key])} {key} from {file_path}"
+                )
+
+        settings = Settings(**settings_dict)
+        if not settings.CONFIG_DIR:
+            raise ValueError("CONFIG_DIR must be set in settings")
+
+        auth_settings = AuthSettings(
+            CONFIG_DIR=settings.CONFIG_DIR,
+        )
+        return cls(settings, auth_settings)
diff --git a/src/backend/langflow/services/settings/utils.py b/src/backend/langflow/services/settings/utils.py
new file mode 100644
index 000000000..fae96ff28
--- /dev/null
+++ b/src/backend/langflow/services/settings/utils.py
@@ -0,0 +1,47 @@
+import os
+from pathlib import Path
+import platform
+
+from loguru import logger
+
+
+def set_secure_permissions(file_path):
+    if platform.system() in ["Linux", "Darwin"]:  # Unix/Linux/Mac
+        os.chmod(file_path, 0o600)
+    elif platform.system() == "Windows":
+        import win32api
+        import win32con
+        import win32security
+
+        user, domain, _ = win32security.LookupAccountName("", win32api.GetUserName())
+        sd = win32security.GetFileSecurity(
+            file_path, win32security.DACL_SECURITY_INFORMATION
+        )
+        dacl = win32security.ACL()
+
+        # Set the new DACL for the file: read and write access for the owner, no access for everyone else
+        dacl.AddAccessAllowedAce(
+            win32security.ACL_REVISION,
+            win32con.GENERIC_READ | win32con.GENERIC_WRITE,
+            user,
+        )
+        sd.SetSecurityDescriptorDacl(1, dacl, 0)
+        win32security.SetFileSecurity(
+            file_path, win32security.DACL_SECURITY_INFORMATION, sd
+        )
+    else:
+        print("Unsupported OS")
+
+
+def write_secret_to_file(path: Path, value: str) -> None:
+    with path.open("wb") as f:
+        f.write(value.encode("utf-8"))
+    try:
+        set_secure_permissions(path)
+    except Exception:
+        logger.error("Failed to set secure permissions on secret key")
+
+
+def read_secret_from_file(path: Path) -> str:
+    with path.open("r") as f:
+        return f.read()
diff --git a/src/backend/langflow/services/utils.py b/src/backend/langflow/services/utils.py
new file mode 100644
index 000000000..8b32aef02
--- /dev/null
+++ b/src/backend/langflow/services/utils.py
@@ -0,0 +1,26 @@
+from langflow.services import ServiceType, service_manager
+from typing import TYPE_CHECKING, Generator
+
+
+if TYPE_CHECKING:
+    from langflow.services.database.manager import DatabaseManager
+    from langflow.services.settings.manager import SettingsManager
+    from langflow.services.chat.manager import ChatManager
+    from sqlmodel import Session
+
+
+def get_settings_manager() -> "SettingsManager":
+    return service_manager.get(ServiceType.SETTINGS_MANAGER)
+
+
+def get_db_manager() -> "DatabaseManager":
+    return service_manager.get(ServiceType.DATABASE_MANAGER)
+
+
+def get_session() -> Generator["Session", None, None]:
+    db_manager = service_manager.get(ServiceType.DATABASE_MANAGER)
+    yield from db_manager.get_session()
+
+
+def get_chat_manager() -> "ChatManager":
+    return service_manager.get(ServiceType.CHAT_MANAGER)
diff --git a/src/backend/langflow/template/frontend_node/base.py b/src/backend/langflow/template/frontend_node/base.py
index fe19b5652..442e2ffd7 100644
--- a/src/backend/langflow/template/frontend_node/base.py
+++ b/src/backend/langflow/template/frontend_node/base.py
@@ -140,13 +140,16 @@ class FrontendNode(BaseModel):
     @staticmethod
     def handle_dict_type(field: TemplateField, _type: str) -> str:
         """Handles 'dict' type by replacing it with 'code' or 'file' based on the field name."""
-        if "dict" in _type.lower():
-            if field.name == "dict_":
-                field.field_type = "file"
-                field.suffixes = [".json", ".yaml", ".yml"]
-                field.file_types = ["json", "yaml", "yml"]
-            else:
-                field.field_type = "code"
+        if "dict" in _type.lower() and field.name == "dict_":
+            field.field_type = "file"
+            field.suffixes = [".json", ".yaml", ".yml"]
+            field.file_types = ["json", "yaml", "yml"]
+        elif (
+            _type.startswith("Dict")
+            or _type.startswith("Mapping")
+            or _type.startswith("dict")
+        ):
+            field.field_type = "dict"
         return _type
 
     @staticmethod
@@ -240,20 +243,6 @@ class FrontendNode(BaseModel):
             "description",
         }
 
-    @staticmethod
-    def replace_dict_with_code_or_file(
-        field: TemplateField, _type: str, key: str
-    ) -> str:
-        """Replaces 'dict' type with 'code' or 'file'."""
-        if "dict" in _type.lower():
-            if key == "dict_":
-                field.field_type = "file"
-                field.suffixes = [".json", ".yaml", ".yml"]
-                field.file_types = ["json", "yaml", "yml"]
-            else:
-                field.field_type = "code"
-        return field.field_type
-
     @staticmethod
     def set_field_default_value(field: TemplateField, value: dict, key: str) -> None:
         """Sets the field value with the default value if present."""
diff --git a/src/backend/langflow/template/frontend_node/documentloaders.py b/src/backend/langflow/template/frontend_node/documentloaders.py
index bb78d8855..8118593f3 100644
--- a/src/backend/langflow/template/frontend_node/documentloaders.py
+++ b/src/backend/langflow/template/frontend_node/documentloaders.py
@@ -30,7 +30,6 @@ class DocumentLoaderFrontNode(FrontendNode):
         "UnstructuredEmailLoader": build_file_field(
             suffixes=[".eml"], fileTypes=["eml"]
         ),
-        "SlackDirectoryLoader": build_file_field(suffixes=[".zip"], fileTypes=["zip"]),
         "EverNoteLoader": build_file_field(suffixes=[".xml"], fileTypes=["xml"]),
         "FacebookChatLoader": build_file_field(suffixes=[".json"], fileTypes=["json"]),
         "BSHTMLLoader": build_file_field(suffixes=[".html"], fileTypes=["html"]),
@@ -105,7 +104,30 @@ class DocumentLoaderFrontNode(FrontendNode):
                     advanced=False,
                 )
             )
-
+        elif self.template.type_name in {"SlackDirectoryLoader"}:
+            self.template.add_field(
+                TemplateField(
+                    field_type="file",
+                    required=True,
+                    show=True,
+                    name="zip_path",
+                    value="",
+                    display_name="Path to zip file",
+                    suffixes=[".zip"],
+                    file_types=["zip"],
+                )
+            )
+            self.template.add_field(
+                TemplateField(
+                    field_type="str",
+                    required=False,
+                    show=True,
+                    name="workspace_url",
+                    value="",
+                    display_name="Workspace URL",
+                    advanced=False,
+                )
+            )
         elif self.template.type_name in self.file_path_templates:
             self.template.add_field(self.file_path_templates[self.template.type_name])
         elif self.template.type_name in {
@@ -148,11 +170,11 @@ class DocumentLoaderFrontNode(FrontendNode):
             # add a metadata field of type dict
         self.template.add_field(
             TemplateField(
-                field_type="code",
+                field_type="dict",
                 required=True,
                 show=True,
                 name="metadata",
-                value="{}",
+                value={},
                 display_name="Metadata",
                 multiline=False,
             )
diff --git a/src/backend/langflow/template/frontend_node/embeddings.py b/src/backend/langflow/template/frontend_node/embeddings.py
index d466b11a4..665328e78 100644
--- a/src/backend/langflow/template/frontend_node/embeddings.py
+++ b/src/backend/langflow/template/frontend_node/embeddings.py
@@ -5,6 +5,47 @@ from langflow.template.frontend_node.base import FrontendNode
 
 
 class EmbeddingFrontendNode(FrontendNode):
+    def add_extra_fields(self) -> None:
+        if "VertexAI" in self.template.type_name:
+            # Add credentials field which should of type file.
+            self.template.add_field(
+                TemplateField(
+                    field_type="file",
+                    required=False,
+                    show=True,
+                    name="credentials",
+                    value="",
+                    suffixes=[".json"],
+                    file_types=["json"],
+                )
+            )
+
+    @staticmethod
+    def format_vertex_field(field: TemplateField, name: str):
+        if "VertexAI" in name:
+            advanced_fields = [
+                "verbose",
+                "top_p",
+                "top_k",
+                "max_output_tokens",
+            ]
+            if field.name in advanced_fields:
+                field.advanced = True
+            show_fields = [
+                "verbose",
+                "project",
+                "location",
+                "credentials",
+                "max_output_tokens",
+                "model_name",
+                "temperature",
+                "top_p",
+                "top_k",
+            ]
+
+            if field.name in show_fields:
+                field.show = True
+
     @staticmethod
     def format_jina_fields(field: TemplateField):
         if "jina" in field.name:
@@ -41,10 +82,36 @@ class EmbeddingFrontendNode(FrontendNode):
     @staticmethod
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:
         FrontendNode.format_field(field, name)
+        if name and "vertex" in name.lower():
+            EmbeddingFrontendNode.format_vertex_field(field, name)
         field.advanced = not field.required
         field.show = True
         if field.name == "headers":
             field.show = False
+        if field.name == "model_kwargs":
+            field.field_type = "dict"
+            field.advanced = True
+            field.show = True
+        elif field.name in [
+            "model_name",
+            "temperature",
+            "model_file",
+            "model_type",
+            "deployment_name",
+            "credentials",
+        ]:
+            field.advanced = False
+            field.show = True
+        if field.name == "credentials":
+            field.field_type = "file"
+        if name == "VertexAI" and field.name not in [
+            "callbacks",
+            "client",
+            "stop",
+            "tags",
+            "cache",
+        ]:
+            field.show = True
 
         # Format Jina fields
         EmbeddingFrontendNode.format_jina_fields(field)
diff --git a/src/backend/langflow/template/frontend_node/formatter/field_formatters.py b/src/backend/langflow/template/frontend_node/formatter/field_formatters.py
index 7987b134a..247f3b421 100644
--- a/src/backend/langflow/template/frontend_node/formatter/field_formatters.py
+++ b/src/backend/langflow/template/frontend_node/formatter/field_formatters.py
@@ -153,10 +153,13 @@ class DictCodeFileFormatter(FieldFormatter):
         key = field.name
         value = field.to_dict()
         _type = value["type"]
-        if "dict" in _type.lower():
-            if key == "dict_":
-                field.field_type = "file"
-                field.suffixes = [".json", ".yaml", ".yml"]
-                field.file_types = ["json", "yaml", "yml"]
-            else:
-                field.field_type = "code"
+        if "dict" in _type.lower() and key == "dict_":
+            field.field_type = "file"
+            field.suffixes = [".json", ".yaml", ".yml"]
+            field.file_types = ["json", "yaml", "yml"]
+        elif (
+            _type.startswith("Dict")
+            or _type.startswith("Mapping")
+            or _type.startswith("dict")
+        ):
+            field.field_type = "dict"
diff --git a/src/backend/langflow/template/frontend_node/llms.py b/src/backend/langflow/template/frontend_node/llms.py
index a6a128cfe..b8e007a27 100644
--- a/src/backend/langflow/template/frontend_node/llms.py
+++ b/src/backend/langflow/template/frontend_node/llms.py
@@ -1,5 +1,5 @@
-import json
 from typing import Optional
+from langflow.services.database.models.base import orjson_dumps
 
 from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
@@ -89,7 +89,7 @@ class LLMFrontendNode(FrontendNode):
         if field.name == "config":
             field.show = True
             field.advanced = True
-            field.value = json.dumps(CTRANSFORMERS_DEFAULT_CONFIG, indent=2)
+            field.value = orjson_dumps(CTRANSFORMERS_DEFAULT_CONFIG, indent_2=True)
 
     @staticmethod
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:
@@ -131,7 +131,7 @@ class LLMFrontendNode(FrontendNode):
         if display_name := display_names_dict.get(field.name):
             field.display_name = display_name
         if field.name == "model_kwargs":
-            field.field_type = "code"
+            field.field_type = "dict"
             field.advanced = True
             field.show = True
         elif field.name in [
diff --git a/src/backend/langflow/template/frontend_node/prompts.py b/src/backend/langflow/template/frontend_node/prompts.py
index da5d2a300..c52b1901c 100644
--- a/src/backend/langflow/template/frontend_node/prompts.py
+++ b/src/backend/langflow/template/frontend_node/prompts.py
@@ -15,6 +15,7 @@ from langflow.template.template.base import Template
 class PromptFrontendNode(FrontendNode):
     @staticmethod
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:
+        FrontendNode.format_field(field, name)
         # if field.field_type  == "StringPromptTemplate"
         # change it to str
         PROMPT_FIELDS = [
diff --git a/src/backend/langflow/template/frontend_node/utilities.py b/src/backend/langflow/template/frontend_node/utilities.py
index 615d7d12f..a5adb219d 100644
--- a/src/backend/langflow/template/frontend_node/utilities.py
+++ b/src/backend/langflow/template/frontend_node/utilities.py
@@ -1,6 +1,6 @@
 import ast
-import json
 from typing import Optional
+from langflow.services.database.models.base import orjson_dumps
 
 from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
@@ -12,11 +12,13 @@ class UtilitiesFrontendNode(FrontendNode):
         FrontendNode.format_field(field, name)
         # field.field_type could be "Literal['news', 'search', 'places', 'images']
         # we need to convert it to a list
+        # It seems it could also be like "typing_extensions.['news', 'search', 'places', 'images']"
         if "Literal" in field.field_type:
-            field.options = ast.literal_eval(field.field_type.replace("Literal", ""))
+            field_type = field.field_type.replace("typing_extensions.", "")
+            field_type = field_type.replace("Literal", "")
+            field.options = ast.literal_eval(field_type)
             field.is_list = True
             field.field_type = "str"
 
         if isinstance(field.value, dict):
-            field.field_type = "code"
-            field.value = json.dumps(field.value, indent=4)
+            field.value = orjson_dumps(field.value)
diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index 53a840b80..73e9aaaca 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -4,13 +4,59 @@ from langflow.template.field.base import TemplateField
 from langflow.template.frontend_node.base import FrontendNode
 
 
+BASIC_FIELDS = [
+    "work_dir",
+    "collection_name",
+    "api_key",
+    "location",
+    "persist_directory",
+    "persist",
+    "weaviate_url",
+    "index_name",
+    "namespace",
+    "folder_path",
+    "table_name",
+    "query_name",
+    "supabase_url",
+    "supabase_service_key",
+    "mongodb_atlas_cluster_uri",
+    "collection_name",
+    "db_name",
+]
+ADVANCED_FIELDS = [
+    "n_dim",
+    "key",
+    "prefix",
+    "distance_func",
+    "content_payload_key",
+    "metadata_payload_key",
+    "timeout",
+    "host",
+    "path",
+    "url",
+    "port",
+    "https",
+    "prefer_grpc",
+    "grpc_port",
+    "pinecone_api_key",
+    "pinecone_env",
+    "client_kwargs",
+    "search_kwargs",
+    "chroma_server_host",
+    "chroma_server_http_port",
+    "chroma_server_ssl_enabled",
+    "chroma_server_grpc_port",
+    "chroma_server_cors_allow_origins",
+]
+
+
 class VectorStoreFrontendNode(FrontendNode):
     def add_extra_fields(self) -> None:
         extra_fields: List[TemplateField] = []
         # Add search_kwargs field
         extra_field = TemplateField(
             name="search_kwargs",
-            field_type="code",
+            field_type="NestedDict",
             required=False,
             placeholder="",
             show=True,
@@ -45,16 +91,62 @@ class VectorStoreFrontendNode(FrontendNode):
 
         elif self.template.type_name == "Chroma":
             # New bool field for persist parameter
-            extra_field = TemplateField(
-                name="persist",
-                field_type="bool",
-                required=False,
-                show=True,
-                advanced=False,
-                value=False,
-                display_name="Persist",
-            )
-            extra_fields.append(extra_field)
+            chroma_fields = [
+                TemplateField(
+                    name="persist",
+                    field_type="bool",
+                    required=False,
+                    show=True,
+                    advanced=False,
+                    value=False,
+                    display_name="Persist",
+                ),
+                # chroma_server_grpc_port: str | None = None,
+                TemplateField(
+                    name="chroma_server_host",
+                    field_type="str",
+                    required=False,
+                    show=True,
+                    advanced=True,
+                    display_name="Chroma Server Host",
+                ),
+                TemplateField(
+                    name="chroma_server_http_port",
+                    field_type="str",
+                    required=False,
+                    show=True,
+                    advanced=True,
+                    display_name="Chroma Server HTTP Port",
+                ),
+                TemplateField(
+                    name="chroma_server_ssl_enabled",
+                    field_type="bool",
+                    required=False,
+                    show=True,
+                    advanced=True,
+                    value=False,
+                    display_name="Chroma Server SSL Enabled",
+                ),
+                TemplateField(
+                    name="chroma_server_grpc_port",
+                    field_type="str",
+                    required=False,
+                    show=True,
+                    advanced=True,
+                    display_name="Chroma Server GRPC Port",
+                ),
+                TemplateField(
+                    name="chroma_server_cors_allow_origins",
+                    field_type="str",
+                    required=False,
+                    is_list=True,
+                    show=True,
+                    advanced=True,
+                    display_name="Chroma Server CORS Allow Origins",
+                ),
+            ]
+
+            extra_fields.extend(chroma_fields)
         elif self.template.type_name == "Pinecone":
             # add pinecone_api_key and pinecone_env
             extra_field = TemplateField(
@@ -208,45 +300,6 @@ class VectorStoreFrontendNode(FrontendNode):
     def format_field(field: TemplateField, name: Optional[str] = None) -> None:
         FrontendNode.format_field(field, name)
         # Define common field attributes
-        basic_fields = [
-            "work_dir",
-            "collection_name",
-            "api_key",
-            "location",
-            "persist_directory",
-            "persist",
-            "weaviate_url",
-            "index_name",
-            "namespace",
-            "folder_path",
-            "table_name",
-            "query_name",
-            "supabase_url",
-            "supabase_service_key",
-            "mongodb_atlas_cluster_uri",
-            "collection_name",
-            "db_name",
-        ]
-        advanced_fields = [
-            "n_dim",
-            "key",
-            "prefix",
-            "distance_func",
-            "content_payload_key",
-            "metadata_payload_key",
-            "timeout",
-            "host",
-            "path",
-            "url",
-            "port",
-            "https",
-            "prefer_grpc",
-            "grpc_port",
-            "pinecone_api_key",
-            "pinecone_env",
-            "client_kwargs",
-            "search_kwargs",
-        ]
 
         # Check and set field attributes
         if field.name == "texts":
@@ -269,7 +322,7 @@ class VectorStoreFrontendNode(FrontendNode):
             field.display_name = "Embedding"
             field.field_type = "Embeddings"
 
-        elif field.name in basic_fields:
+        elif field.name in BASIC_FIELDS:
             field.show = True
             field.advanced = False
             if field.name == "api_key":
@@ -279,7 +332,7 @@ class VectorStoreFrontendNode(FrontendNode):
                 field.value = ":memory:"
                 field.placeholder = ":memory:"
 
-        elif field.name in advanced_fields:
+        elif field.name in ADVANCED_FIELDS:
             field.show = True
             field.advanced = True
             if "key" in field.name:
diff --git a/src/backend/langflow/utils/constants.py b/src/backend/langflow/utils/constants.py
index e473d855b..43f92f651 100644
--- a/src/backend/langflow/utils/constants.py
+++ b/src/backend/langflow/utils/constants.py
@@ -48,4 +48,14 @@ def python_function(text: str) -> str:
     return text
 """
 
-DIRECT_TYPES = ["str", "bool", "code", "int", "float", "Any", "prompt"]
+DIRECT_TYPES = [
+    "str",
+    "bool",
+    "dict",
+    "int",
+    "float",
+    "Any",
+    "prompt",
+    "code",
+    "NestedDict",
+]
diff --git a/src/backend/langflow/utils/lazy_load.py b/src/backend/langflow/utils/lazy_load.py
new file mode 100644
index 000000000..df0130acc
--- /dev/null
+++ b/src/backend/langflow/utils/lazy_load.py
@@ -0,0 +1,15 @@
+class LazyLoadDictBase:
+    def __init__(self):
+        self._all_types_dict = None
+
+    @property
+    def all_types_dict(self):
+        if self._all_types_dict is None:
+            self._all_types_dict = self._build_dict()
+        return self._all_types_dict
+
+    def _build_dict(self):
+        raise NotImplementedError
+
+    def get_type_dict(self):
+        raise NotImplementedError
diff --git a/src/backend/langflow/utils/logger.py b/src/backend/langflow/utils/logger.py
index deb0f75ca..1f616486b 100644
--- a/src/backend/langflow/utils/logger.py
+++ b/src/backend/langflow/utils/logger.py
@@ -1,30 +1,35 @@
-import logging
+from typing import Optional
+from loguru import logger
 from pathlib import Path
-
 from rich.logging import RichHandler
 
-logger = logging.getLogger("langflow")
 
+def configure(log_level: str = "DEBUG", log_file: Optional[Path] = None):
+    log_format = "<green>{time:HH:mm:ss}</green> - <level>{level: <8}</level> - <level>{message}</level>"
+    logger.remove()  # Remove default handlers
 
-def configure(log_level: str = "DEBUG", log_file: Path = None):  # type: ignore
-    log_format = "%(asctime)s - %(levelname)s - %(message)s"
-    log_level_value = getattr(logging, log_level.upper(), logging.INFO)
-
-    logging.basicConfig(
-        level=log_level_value,
-        format=log_format,
-        datefmt="[%X]",
-        handlers=[RichHandler(rich_tracebacks=True)],
+    # Configure loguru to use RichHandler
+    logger.configure(
+        handlers=[
+            {
+                "sink": RichHandler(rich_tracebacks=True, markup=True),
+                "format": log_format,
+                "level": log_level.upper(),
+            }
+        ]
     )
 
     if log_file:
         log_file = Path(log_file)
         log_file.parent.mkdir(parents=True, exist_ok=True)
 
-        file_handler = logging.FileHandler(log_file)
-        file_handler.setFormatter(logging.Formatter(log_format))
-        logger.addHandler(file_handler)
+        logger.add(
+            sink=str(log_file),
+            level=log_level.upper(),
+            format=log_format,
+            rotation="10 MB",  # Log rotation based on file size
+        )
 
-    logger.info(f"Logger set up with log level: {log_level_value}({log_level})")
+    logger.info(f"Logger set up with log level: {log_level}")
     if log_file:
         logger.info(f"Log file: {log_file}")
diff --git a/src/backend/langflow/utils/util.py b/src/backend/langflow/utils/util.py
index f68c9dbe2..4fd9350d2 100644
--- a/src/backend/langflow/utils/util.py
+++ b/src/backend/langflow/utils/util.py
@@ -2,14 +2,13 @@ import re
 import inspect
 import importlib
 from functools import wraps
-from typing import Optional, Dict, Any, Union
+from typing import List, Optional, Dict, Any, Union
 
-from docstring_parser import parse  # type: ignore
+from docstring_parser import parse
 
 from langflow.template.frontend_node.constants import FORCE_SHOW_FIELDS
 from langflow.utils import constants
-from langflow.utils.logger import logger
-from multiprocess import cpu_count  # type: ignore
+from langchain.schema import Document
 
 
 def build_template_from_function(
@@ -265,6 +264,9 @@ def format_dict(
 
         _type: Union[str, type] = get_type(value)
 
+        if "BaseModel" in str(_type):
+            continue
+
         _type = remove_optional_wrapper(_type)
         _type = check_list_type(_type, value)
         _type = replace_mapping_with_dict(_type)
@@ -274,8 +276,6 @@ def format_dict(
         value["password"] = is_password_field(key)
         value["multiline"] = is_multiline_field(key)
 
-        replace_dict_type_with_code(value)
-
         if key == "dict_":
             set_dict_file_attributes(value)
 
@@ -405,14 +405,6 @@ def is_multiline_field(key: str) -> bool:
     }
 
 
-def replace_dict_type_with_code(value: Dict[str, Any]) -> None:
-    """
-    Replaces the type value with 'code' if the type is a dict.
-    """
-    if "dict" in value["type"].lower():
-        value["type"] = "code"
-
-
 def set_dict_file_attributes(value: Dict[str, Any]) -> None:
     """
     Sets the file attributes for the 'dict_' key.
@@ -457,8 +449,10 @@ def add_options_to_field(
         value["value"] = options_map[class_name][0]
 
 
-def get_number_of_workers(workers=None):
-    if workers == -1 or workers is None:
-        workers = (cpu_count() * 2) + 1
-    logger.debug(f"Number of workers: {workers}")
-    return workers
+def build_loader_repr_from_documents(documents: List[Document]) -> str:
+    if documents:
+        avg_length = sum(len(doc.page_content) for doc in documents) / len(documents)
+        return f"""{len(documents)} documents
+        \nAvg. Document Length (characters): {int(avg_length)}
+        Documents: {documents[:3]}..."""
+    return "0 documents"
diff --git a/src/frontend/.dockerignore b/src/frontend/.dockerignore
index 600e365ec..ca5762007 100644
--- a/src/frontend/.dockerignore
+++ b/src/frontend/.dockerignore
@@ -1 +1,2 @@
-**/node_modules
\ No newline at end of file
+**/node_modules
+**/build
\ No newline at end of file
diff --git a/src/frontend/.github/workflows/playwright.yml b/src/frontend/.github/workflows/playwright.yml
new file mode 100644
index 000000000..90b6b700d
--- /dev/null
+++ b/src/frontend/.github/workflows/playwright.yml
@@ -0,0 +1,27 @@
+name: Playwright Tests
+on:
+  push:
+    branches: [ main, master ]
+  pull_request:
+    branches: [ main, master ]
+jobs:
+  test:
+    timeout-minutes: 60
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+    - uses: actions/setup-node@v3
+      with:
+        node-version: 18
+    - name: Install dependencies
+      run: npm ci
+    - name: Install Playwright Browsers
+      run: npx playwright install --with-deps
+    - name: Run Playwright tests
+      run: npx playwright test
+    - uses: actions/upload-artifact@v3
+      if: always()
+      with:
+        name: playwright-report
+        path: playwright-report/
+        retention-days: 30
diff --git a/src/frontend/.gitignore b/src/frontend/.gitignore
index 4d29575de..9ad9e7fb4 100644
--- a/src/frontend/.gitignore
+++ b/src/frontend/.gitignore
@@ -21,3 +21,6 @@
 npm-debug.log*
 yarn-debug.log*
 yarn-error.log*
+/test-results/
+/playwright-report/
+/playwright/.cache/
diff --git a/src/frontend/harFiles/langflow.har b/src/frontend/harFiles/langflow.har
new file mode 100644
index 000000000..2f73c3515
--- /dev/null
+++ b/src/frontend/harFiles/langflow.har
@@ -0,0 +1,229 @@
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{question}\\n\",\"template_format\":\"f-string\",\"validate_template\":true,\"_type\":\"prompt\"},\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BasePromptTemplate\",\"list\":false},\"input_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"question\",\"password\":false,\"name\":\"input_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"output_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"answer\",\"password\":false,\"name\":\"output_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"LLMMathChain\"},\"description\":\"Chain that interprets a prompt and executes python code to do math.\",\"base_classes\":[\"Chain\",\"LLMMathChain\",\"function\"],\"display_name\":\"LLMMathChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/chains/additional/llm_math\",\"beta\":false,\"error\":null},\"RetrievalQA\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"combine_documents_chain\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"combine_documents_chain\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseCombineDocumentsChain\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMemory\",\"list\":false},\"retriever\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"retriever\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseRetriever\",\"list\":false},\"input_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"query\",\"password\":false,\"name\":\"input_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"output_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"result\",\"password\":false,\"name\":\"output_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"return_source_documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":true,\"password\":false,\"name\":\"return_source_documents\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"RetrievalQA\"},\"description\":\"Chain for question-answering against an index.\",\"base_classes\":[\"Chain\",\"BaseRetrievalQA\",\"RetrievalQA\",\"function\"],\"display_name\":\"RetrievalQA\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/chains/popular/vector_db_qa\",\"beta\":false,\"error\":null},\"RetrievalQAWithSourcesChain\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"combine_documents_chain\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"combine_documents_chain\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseCombineDocumentsChain\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMemory\",\"list\":false},\"retriever\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"retriever\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseRetriever\",\"list\":false},\"answer_key\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"answer\",\"password\":false,\"name\":\"answer_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"input_docs_key\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"docs\",\"password\":false,\"name\":\"input_docs_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"max_tokens_limit\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":3375,\"password\":false,\"name\":\"max_tokens_limit\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"question_key\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"question\",\"password\":false,\"name\":\"question_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"reduce_k_below_max_tokens\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"reduce_k_below_max_tokens\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"return_source_documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":true,\"password\":false,\"name\":\"return_source_documents\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"sources_answer_key\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"sources\",\"password\":false,\"name\":\"sources_answer_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"RetrievalQAWithSourcesChain\"},\"description\":\"Question-answering with sources over an index.\",\"base_classes\":[\"Chain\",\"RetrievalQAWithSourcesChain\",\"BaseQAWithSourcesChain\",\"function\"],\"display_name\":\"RetrievalQAWithSourcesChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SQLDatabaseChain\":{\"template\":{\"db\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"db\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"SQLDatabase\",\"list\":false},\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BasePromptTemplate\",\"list\":false},\"_type\":\"SQLDatabaseChain\"},\"description\":\"\",\"base_classes\":[\"Chain\",\"SQLDatabaseChain\",\"function\"],\"display_name\":\"SQLDatabaseChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"CombineDocsChain\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"chain_type\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"stuff\",\"password\":false,\"options\":[\"stuff\",\"map_reduce\",\"map_rerank\",\"refine\"],\"name\":\"chain_type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"_type\":\"load_qa_chain\"},\"description\":\"Load question answering chain.\",\"base_classes\":[\"BaseCombineDocumentsChain\",\"function\"],\"display_name\":\"CombineDocsChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SeriesCharacterChain\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"character\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"character\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"series\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"series\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"SeriesCharacterChain\"},\"description\":\"SeriesCharacterChain is a chain you can use to have a conversation with a character from a series.\",\"base_classes\":[\"LLMChain\",\"BaseCustomChain\",\"Chain\",\"ConversationChain\",\"SeriesCharacterChain\",\"function\"],\"display_name\":\"SeriesCharacterChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"MidJourneyPromptChain\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseChatMemory\",\"list\":false},\"_type\":\"MidJourneyPromptChain\"},\"description\":\"MidJourneyPromptChain is a chain you can use to generate new MidJourney prompts.\",\"base_classes\":[\"LLMChain\",\"BaseCustomChain\",\"Chain\",\"ConversationChain\",\"MidJourneyPromptChain\"],\"display_name\":\"MidJourneyPromptChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"TimeTravelGuideChain\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseChatMemory\",\"list\":false},\"_type\":\"TimeTravelGuideChain\"},\"description\":\"Time travel guide chain.\",\"base_classes\":[\"LLMChain\",\"BaseCustomChain\",\"TimeTravelGuideChain\",\"Chain\",\"ConversationChain\"],\"display_name\":\"TimeTravelGuideChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"PromptRunner\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\n\\nfrom langchain.llms.base import BaseLLM\\nfrom langchain import PromptTemplate\\nfrom langchain.schema import Document\\n\\n\\nclass PromptRunner(CustomComponent):\\n    display_name: str = \\\"Prompt Runner\\\"\\n    description: str = \\\"Run a Chain with the given PromptTemplate\\\"\\n    beta = True\\n    field_config = {\\n        \\\"llm\\\": {\\\"display_name\\\": \\\"LLM\\\"},\\n        \\\"prompt\\\": {\\n            \\\"display_name\\\": \\\"Prompt Template\\\",\\n            \\\"info\\\": \\\"Make sure the prompt has all variables filled.\\\",\\n        },\\n        \\\"code\\\": {\\\"show\\\": False},\\n        \\\"inputs\\\": {\\\"field_type\\\": \\\"code\\\"},\\n    }\\n\\n    def build(\\n        self,\\n        llm: BaseLLM,\\n        prompt: PromptTemplate,\\n    ) -> Document:\\n        chain = prompt | llm\\n        # The input is an empty dict because the prompt is already filled\\n        result = chain.invoke({})\\n        if hasattr(result, \\\"content\\\"):\\n            result = result.content\\n        self.repr_value = result\\n        return Document(page_content=str(result))\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLLM\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"prompt\",\"display_name\":\"Prompt Template\",\"advanced\":false,\"dynamic\":false,\"info\":\"Make sure the prompt has all variables filled.\",\"type\":\"PromptTemplate\",\"list\":false}},\"description\":\"Run a Chain with the given PromptTemplate\",\"base_classes\":[\"Document\"],\"display_name\":\"Prompt Runner\",\"custom_fields\":{\"llm\":null,\"prompt\":null},\"output_types\":[\"PromptRunner\"],\"documentation\":\"\",\"beta\":true,\"error\":null}},\"agents\":{\"ZeroShotAgent\":{\"template\":{\"callback_manager\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callback_manager\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseCallbackManager\",\"list\":false},\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"output_parser\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"output_parser\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"AgentOutputParser\",\"list\":false},\"tools\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"tools\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseTool\",\"list\":true},\"format_instructions\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"Use the following format:\\n\\nQuestion: the input question you must answer\\nThought: you should always think about what to do\\nAction: the action to take, should be one of [{tool_names}]\\nAction Input: the input to the action\\nObservation: the result of the action\\n... (this Thought/Action/Action Input/Observation can repeat N times)\\nThought: I now know the final answer\\nFinal Answer: the final answer to the original input question\",\"password\":false,\"name\":\"format_instructions\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"input_variables\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"input_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"prefix\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"Answer the following questions as best you can. You have access to the following tools:\",\"password\":false,\"name\":\"prefix\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"suffix\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"Begin!\\n\\nQuestion: {input}\\nThought:{agent_scratchpad}\",\"password\":false,\"name\":\"suffix\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"ZeroShotAgent\"},\"description\":\"Construct an agent from an LLM and tools.\",\"base_classes\":[\"ZeroShotAgent\",\"BaseSingleActionAgent\",\"Agent\",\"function\"],\"display_name\":\"ZeroShotAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent\",\"beta\":false,\"error\":null},\"JsonAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"toolkit\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"toolkit\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseToolkit\",\"list\":false},\"_type\":\"json_agent\"},\"description\":\"Construct a json agent from an LLM and tools.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"JsonAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/agents/toolkits/openapi\",\"beta\":false,\"error\":null},\"CSVAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".csv\"],\"password\":false,\"name\":\"path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"csv\"],\"file_path\":null},\"_type\":\"csv_agent\"},\"description\":\"Construct a CSV agent from a CSV and tools.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"CSVAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/agents/toolkits/csv\",\"beta\":false,\"error\":null},\"AgentInitializer\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseChatMemory\",\"list\":false},\"tools\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"tools\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Tool\",\"list\":true},\"agent\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"zero-shot-react-description\",\"password\":false,\"options\":[\"zero-shot-react-description\",\"react-docstore\",\"self-ask-with-search\",\"conversational-react-description\",\"openai-functions\",\"openai-multi-functions\"],\"name\":\"agent\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"_type\":\"initialize_agent\"},\"description\":\"Construct a zero shot agent from an LLM and tools.\",\"base_classes\":[\"AgentExecutor\",\"function\"],\"display_name\":\"AgentInitializer\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/agents/agent_types/\",\"beta\":false,\"error\":null},\"VectorStoreAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"vectorstoreinfo\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectorstoreinfo\",\"display_name\":\"Vector Store Info\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"VectorStoreInfo\",\"list\":false},\"_type\":\"vectorstore_agent\"},\"description\":\"Construct an agent from a Vector Store.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"VectorStoreAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"VectorStoreRouterAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"vectorstoreroutertoolkit\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectorstoreroutertoolkit\",\"display_name\":\"Vector Store Router Toolkit\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"VectorStoreRouterToolkit\",\"list\":false},\"_type\":\"vectorstorerouter_agent\"},\"description\":\"Construct an agent from a Vector Store Router.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"VectorStoreRouterAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SQLAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"database_uri\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"database_uri\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"sql_agent\"},\"description\":\"Construct an SQL agent from an LLM and tools.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"SQLAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"OpenAIConversationalAgent\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\nfrom typing import Optional\\nfrom langchain.prompts import SystemMessagePromptTemplate\\nfrom langchain.tools import Tool\\nfrom langchain.schema.memory import BaseMemory\\nfrom langchain.chat_models import ChatOpenAI\\n\\nfrom langchain.agents.agent import AgentExecutor\\nfrom langchain.agents.openai_functions_agent.base import OpenAIFunctionsAgent\\nfrom langchain.memory.token_buffer import ConversationTokenBufferMemory\\nfrom langchain.prompts.chat import MessagesPlaceholder\\nfrom langchain.agents.agent_toolkits.conversational_retrieval.openai_functions import (\\n    _get_default_system_message,\\n)\\n\\n\\nclass ConversationalAgent(CustomComponent):\\n    display_name: str = \\\"OpenAI Conversational Agent\\\"\\n    description: str = \\\"Conversational Agent that can use OpenAI's function calling API\\\"\\n\\n    def build_config(self):\\n        openai_function_models = [\\n            \\\"gpt-3.5-turbo-0613\\\",\\n            \\\"gpt-3.5-turbo-16k-0613\\\",\\n            \\\"gpt-4-0613\\\",\\n            \\\"gpt-4-32k-0613\\\",\\n        ]\\n        return {\\n            \\\"tools\\\": {\\\"is_list\\\": True, \\\"display_name\\\": \\\"Tools\\\"},\\n            \\\"memory\\\": {\\\"display_name\\\": \\\"Memory\\\"},\\n            \\\"system_message\\\": {\\\"display_name\\\": \\\"System Message\\\"},\\n            \\\"max_token_limit\\\": {\\\"display_name\\\": \\\"Max Token Limit\\\"},\\n            \\\"model_name\\\": {\\n                \\\"display_name\\\": \\\"Model Name\\\",\\n                \\\"options\\\": openai_function_models,\\n                \\\"value\\\": openai_function_models[0],\\n            },\\n            \\\"code\\\": {\\\"show\\\": False},\\n        }\\n\\n    def build(\\n        self,\\n        model_name: str,\\n        openai_api_key: str,\\n        openai_api_base: str,\\n        tools: Tool,\\n        memory: Optional[BaseMemory] = None,\\n        system_message: Optional[SystemMessagePromptTemplate] = None,\\n        max_token_limit: int = 2000,\\n    ) -> AgentExecutor:\\n        llm = ChatOpenAI(\\n            model=model_name,\\n            openai_api_key=openai_api_key,\\n            openai_api_base=openai_api_base,\\n        )\\n        if not memory:\\n            memory_key = \\\"chat_history\\\"\\n            memory = ConversationTokenBufferMemory(\\n                memory_key=memory_key,\\n                return_messages=True,\\n                output_key=\\\"output\\\",\\n                llm=llm,\\n                max_token_limit=max_token_limit,\\n            )\\n        else:\\n            memory_key = memory.memory_key  # type: ignore\\n\\n        _system_message = system_message or _get_default_system_message()\\n        prompt = OpenAIFunctionsAgent.create_prompt(\\n            system_message=_system_message,  # type: ignore\\n            extra_prompt_messages=[MessagesPlaceholder(variable_name=memory_key)],\\n        )\\n        agent = OpenAIFunctionsAgent(\\n            llm=llm, tools=tools, prompt=prompt  # type: ignore\\n        )\\n        return AgentExecutor(\\n            agent=agent,\\n            tools=tools,  # type: ignore\\n            memory=memory,\\n            verbose=True,\\n            return_intermediate_steps=True,\\n        )\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"max_token_limit\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":2000,\"password\":false,\"name\":\"max_token_limit\",\"display_name\":\"Max Token Limit\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"display_name\":\"Memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMemory\",\"list\":false},\"model_name\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"gpt-3.5-turbo-0613\",\"password\":false,\"options\":[\"gpt-3.5-turbo-0613\",\"gpt-3.5-turbo-16k-0613\",\"gpt-4-0613\",\"gpt-4-32k-0613\"],\"name\":\"model_name\",\"display_name\":\"Model Name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"openai_api_base\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"openai_api_base\",\"display_name\":\"openai_api_base\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"openai_api_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"openai_api_key\",\"display_name\":\"openai_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"system_message\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"system_message\",\"display_name\":\"System Message\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"SystemMessagePromptTemplate\",\"list\":false},\"tools\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"tools\",\"display_name\":\"Tools\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Tool\",\"list\":true}},\"description\":\"Conversational Agent that can use OpenAI's function calling API\",\"base_classes\":[\"AgentExecutor\",\"Chain\"],\"display_name\":\"OpenAI Conversational Agent\",\"custom_fields\":{\"max_token_limit\":null,\"memory\":null,\"model_name\":null,\"openai_api_base\":null,\"openai_api_key\":null,\"system_message\":null,\"tools\":null},\"output_types\":[\"OpenAIConversationalAgent\"],\"documentation\":\"\",\"beta\":true,\"error\":null}},\"prompts\":{\"ChatMessagePromptTemplate\":{\"template\":{\"additional_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"additional_kwargs\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"\\nYou are a helpful assistant that talks casually about life in general.\\nYou are a good listener and you can talk about anything.\\n\",\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"prompt\",\"list\":false},\"role\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"role\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"ChatMessagePromptTemplate\"},\"description\":\"Chat message prompt template.\",\"base_classes\":[\"ChatMessagePromptTemplate\",\"BaseStringMessagePromptTemplate\",\"BaseMessagePromptTemplate\"],\"display_name\":\"ChatMessagePromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/msg_prompt_templates\",\"beta\":false,\"error\":null},\"ChatPromptTemplate\":{\"template\":{\"messages\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"messages\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMessagePromptTemplate\",\"list\":true},\"output_parser\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"output_parser\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseOutputParser\",\"list\":false},\"input_variables\":{\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"input_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"partial_variables\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"partial_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"ChatPromptTemplate\"},\"description\":\"A prompt template for chat models.\",\"base_classes\":[\"BasePromptTemplate\",\"ChatPromptTemplate\",\"BaseChatPromptTemplate\"],\"display_name\":\"ChatPromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/chat/how_to/prompts\",\"beta\":false,\"error\":null},\"HumanMessagePromptTemplate\":{\"template\":{\"additional_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"additional_kwargs\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"\\nYou are a helpful assistant that talks casually about life in general.\\nYou are a good listener and you can talk about anything.\\n\",\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"prompt\",\"list\":false},\"_type\":\"HumanMessagePromptTemplate\"},\"description\":\"Human message prompt template. This is a message that is sent to the user.\",\"base_classes\":[\"HumanMessagePromptTemplate\",\"BaseStringMessagePromptTemplate\",\"BaseMessagePromptTemplate\"],\"display_name\":\"HumanMessagePromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/chat/how_to/prompts\",\"beta\":false,\"error\":null},\"PromptTemplate\":{\"template\":{\"output_parser\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"output_parser\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseOutputParser\",\"list\":false},\"input_variables\":{\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"input_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"partial_variables\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"partial_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"template\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"password\":false,\"name\":\"template\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"prompt\",\"list\":false},\"template_format\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"f-string\",\"password\":false,\"name\":\"template_format\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"validate_template\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":true,\"password\":false,\"name\":\"validate_template\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"PromptTemplate\"},\"description\":\"A prompt template for a language model.\",\"base_classes\":[\"BasePromptTemplate\",\"StringPromptTemplate\",\"PromptTemplate\"],\"display_name\":\"PromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/\",\"beta\":false,\"error\":null},\"SystemMessagePromptTemplate\":{\"template\":{\"additional_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"additional_kwargs\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"\\nYou are a helpful assistant that talks casually about life in general.\\nYou are a good listener and you can talk about anything.\\n\",\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"prompt\",\"list\":false},\"_type\":\"SystemMessagePromptTemplate\"},\"description\":\"System message prompt template.\",\"base_classes\":[\"SystemMessagePromptTemplate\",\"BaseStringMessagePromptTemplate\",\"BaseMessagePromptTemplate\"],\"display_name\":\"SystemMessagePromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/chat/how_to/prompts\",\"beta\":false,\"error\":null}},\"llms\":{\"Anthropic\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"count_tokens\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"count_tokens\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Callable[[str], int]\",\"list\":false},\"AI_PROMPT\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"AI_PROMPT\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"HUMAN_PROMPT\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"HUMAN_PROMPT\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"anthropic_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"anthropic_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"anthropic_api_url\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"anthropic_api_url\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"async_client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"async_client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"cache\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"cache\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"default_request_timeout\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"default_request_timeout\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"max_tokens_to_sample\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":256,\"password\":false,\"name\":\"max_tokens_to_sample\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"model\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"claude-2\",\"password\":false,\"name\":\"model\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"model_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"model_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"streaming\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"streaming\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"temperature\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"temperature\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"top_k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"top_k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"top_p\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"top_p\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"Anthropic\"},\"description\":\"Anthropic large language models.\",\"base_classes\":[\"_AnthropicCommon\",\"Anthropic\",\"BaseLanguageModel\",\"BaseLLM\",\"LLM\"],\"display_name\":\"Anthropic\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"Cohere\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"async_client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"async_client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"cache\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"cache\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"cohere_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"cohere_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"frequency_penalty\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":0.0,\"password\":false,\"name\":\"frequency_penalty\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":0,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"max_retries\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"max_retries\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"max_tokens\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":256,\"password\":true,\"name\":\"max_tokens\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"model\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"model\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"p\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":1,\"password\":false,\"name\":\"p\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"presence_penalty\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":0.0,\"password\":false,\"name\":\"presence_penalty\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"stop\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"stop\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"temperature\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":0.75,\"password\":false,\"name\":\"temperature\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"truncate\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"truncate\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"Cohere\"},\"description\":\"Cohere large language models.\",\"base_classes\":[\"Cohere\",\"BaseLanguageModel\",\"BaseLLM\",\"LLM\"],\"display_name\":\"Cohere\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/cohere\",\"beta\":false,\"error\":null},\"CTransformers\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"cache\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"cache\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"config\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{\\n  \\\"top_k\\\": 40,\\n  \\\"top_p\\\": 0.95,\\n  \\\"temperature\\\": 0.8,\\n  \\\"repetition_penalty\\\": 1.1,\\n  \\\"last_n_tokens\\\": 64,\\n  \\\"seed\\\": -1,\\n  \\\"max_new_tokens\\\": 256,\\n  \\\"stop\\\": null,\\n  \\\"stream\\\": false,\\n  \\\"reset\\\": true,\\n  \\\"batch_size\\\": 8,\\n  \\\"threads\\\": -1,\\n  \\\"context_length\\\": -1,\\n  \\\"gpu_layers\\\": 0\\n}\",\"password\":false,\"name\":\"config\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"lib\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"lib\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"model\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"model\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"model_file\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"model_file\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"model_type\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"model_type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"CTransformers\"},\"description\":\"C Transformers LLM models.\",\"base_classes\":[\"BaseLanguageModel\",\"BaseLLM\",\"CTransformers\",\"LLM\"],\"display_name\":\"CTransformers\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/ctransformers\",\"beta\":false,\"error\":null},\"HuggingFaceHub\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"cache\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"cache\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"huggingfacehub_api_token\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"huggingfacehub_api_token\",\"display_name\":\"HuggingFace 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\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":false},\"handle_tool_error\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"handle_tool_error\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"WikipediaQueryRun\"},\"description\":\"\",\"base_classes\":[\"Tool\",\"BaseTool\",\"WikipediaQueryRun\",\"BaseTool\"],\"display_name\":\"WikipediaQueryRun\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"WolframAlphaQueryRun\":{\"template\":{\"api_wrapper\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"api_wrapper\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"WolframAlphaAPIWrapper\",\"list\":false},\"args_schema\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"args_schema\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Type[pydantic.main.BaseModel]\",\"list\":false},\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":false},\"handle_tool_error\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"handle_tool_error\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"WolframAlphaQueryRun\"},\"description\":\"\",\"base_classes\":[\"Tool\",\"BaseTool\",\"BaseTool\",\"WolframAlphaQueryRun\"],\"display_name\":\"WolframAlphaQueryRun\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null}},\"toolkits\":{\"JsonToolkit\":{\"template\":{\"spec\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"spec\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"JsonSpec\",\"list\":false},\"_type\":\"JsonToolkit\"},\"description\":\"Toolkit for interacting with a JSON spec.\",\"base_classes\":[\"BaseToolkit\",\"JsonToolkit\",\"Tool\"],\"display_name\":\"JsonToolkit\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"OpenAPIToolkit\":{\"template\":{\"json_agent\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"json_agent\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"AgentExecutor\",\"list\":false},\"requests_wrapper\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"requests_wrapper\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"TextRequestsWrapper\",\"list\":false},\"_type\":\"OpenAPIToolkit\"},\"description\":\"Toolkit for interacting with an OpenAPI API.\",\"base_classes\":[\"OpenAPIToolkit\",\"BaseToolkit\",\"Tool\"],\"display_name\":\"OpenAPIToolkit\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"VectorStoreInfo\":{\"template\":{\"vectorstore\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectorstore\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"VectorStore\",\"list\":false},\"description\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"password\":false,\"name\":\"description\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"name\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"VectorStoreInfo\"},\"description\":\"Information about a VectorStore.\",\"base_classes\":[\"VectorStoreInfo\"],\"display_name\":\"VectorStoreInfo\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"VectorStoreRouterToolkit\":{\"template\":{\"llm\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"vectorstores\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectorstores\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"VectorStoreInfo\",\"list\":true},\"_type\":\"VectorStoreRouterToolkit\"},\"description\":\"Toolkit for routing between Vector Stores.\",\"base_classes\":[\"VectorStoreRouterToolkit\",\"BaseToolkit\",\"Tool\"],\"display_name\":\"VectorStoreRouterToolkit\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"VectorStoreToolkit\":{\"template\":{\"llm\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"vectorstore_info\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectorstore_info\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"VectorStoreInfo\",\"list\":false},\"_type\":\"VectorStoreToolkit\"},\"description\":\"Toolkit for interacting with a Vector 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{\\\"display_name\\\": \\\"Metaphor API Key\\\", \\\"password\\\": True},\\n        \\\"code\\\": {\\\"advanced\\\": True},\\n    }\\n\\n    def build(\\n        self,\\n        metaphor_api_key: str,\\n        use_autoprompt: bool = True,\\n        search_num_results: int = 5,\\n        similar_num_results: int = 5,\\n    ) -> Union[Tool, BaseToolkit]:\\n        # If documents, then we need to create a Vectara instance using .from_documents\\n        client = Metaphor(api_key=metaphor_api_key)\\n\\n        @tool\\n        def search(query: str):\\n            \\\"\\\"\\\"Call search engine with a query.\\\"\\\"\\\"\\n            return client.search(\\n                query, use_autoprompt=use_autoprompt, num_results=search_num_results\\n            )\\n\\n        @tool\\n        def get_contents(ids: List[str]):\\n            \\\"\\\"\\\"Get contents of a webpage.\\n\\n            The ids passed in should be a list of ids as fetched from `search`.\\n            \\\"\\\"\\\"\\n            return client.get_contents(ids)\\n\\n        @tool\\n        def find_similar(url: str):\\n            \\\"\\\"\\\"Get search results similar to a given URL.\\n\\n            The url passed in should be a URL returned from `search`\\n            \\\"\\\"\\\"\\n            return client.find_similar(url, num_results=similar_num_results)\\n\\n        return [search, get_contents, find_similar]  # type: ignore\\n\",\"password\":false,\"name\":\"code\",\"advanced\":true,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"metaphor_api_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"metaphor_api_key\",\"display_name\":\"Metaphor API Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"search_num_results\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":5,\"password\":false,\"name\":\"search_num_results\",\"display_name\":\"search_num_results\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"similar_num_results\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":5,\"password\":false,\"name\":\"similar_num_results\",\"display_name\":\"similar_num_results\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"use_autoprompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":true,\"password\":false,\"name\":\"use_autoprompt\",\"display_name\":\"use_autoprompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false}},\"description\":\"Metaphor 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Pinecone wrapper from raw documents.\",\"base_classes\":[\"Pinecone\",\"VectorStore\",\"BaseRetriever\",\"VectorStoreRetriever\"],\"display_name\":\"Pinecone\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/pinecone\",\"beta\":false,\"error\":null},\"Qdrant\":{\"template\":{\"documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"display_name\":\"Documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"embedding\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"embedding\",\"display_name\":\"Embedding\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Embeddings\",\"list\":false},\"hnsw_config\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"hnsw_config\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.HnswConfigDiff\",\"list\":false},\"init_from\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"init_from\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.InitFrom\",\"list\":false},\"optimizers_config\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"optimizers_config\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.OptimizersConfigDiff\",\"list\":false},\"quantization_config\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"quantization_config\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.QuantizationConfig\",\"list\":false},\"wal_config\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"wal_config\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.WalConfigDiff\",\"list\":false},\"api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"api_key\",\"display_name\":\"API Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"batch_size\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":64,\"password\":false,\"name\":\"batch_size\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"collection_name\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"collection_name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"content_payload_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"page_content\",\"password\":false,\"name\":\"content_payload_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"distance_func\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"Cosine\",\"password\":false,\"name\":\"distance_func\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"force_recreate\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"force_recreate\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"grpc_port\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":6334,\"password\":false,\"name\":\"grpc_port\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"host\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"host\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"https\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"https\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"ids\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"ids\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"location\":{\"required\":false,\"placeholder\":\":memory:\",\"show\":true,\"multiline\":false,\"value\":\":memory:\",\"password\":false,\"name\":\"location\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadata_payload_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"metadata\",\"password\":false,\"name\":\"metadata_payload_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadatas\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadatas\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":true},\"on_disk\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"on_disk\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"on_disk_payload\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"on_disk_payload\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"path\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"path\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"port\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":6333,\"password\":false,\"name\":\"port\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"prefer_grpc\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"prefer_grpc\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"prefix\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"password\":false,\"name\":\"prefix\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"replication_factor\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"replication_factor\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"search_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"search_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"shard_number\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"shard_number\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"timeout\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"timeout\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"url\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"url\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"vector_name\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"vector_name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"write_consistency_factor\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"write_consistency_factor\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"_type\":\"Qdrant\"},\"description\":\"Construct Qdrant wrapper from a list of texts.\",\"base_classes\":[\"VectorStore\",\"Qdrant\",\"BaseRetriever\",\"VectorStoreRetriever\"],\"display_name\":\"Qdrant\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant\",\"beta\":false,\"error\":null},\"SupabaseVectorStore\":{\"template\":{\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"supabase.client.Client\",\"list\":false},\"documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"display_name\":\"Documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"embedding\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"embedding\",\"display_name\":\"Embedding\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Embeddings\",\"list\":false},\"ids\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"ids\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"metadatas\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadatas\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":true},\"query_name\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"query_name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"search_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"search_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"supabase_service_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":true,\"name\":\"supabase_service_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"supabase_url\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"supabase_url\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"table_name\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"table_name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"SupabaseVectorStore\"},\"description\":\"Return VectorStore initialized from texts and embeddings.\",\"base_classes\":[\"VectorStore\",\"SupabaseVectorStore\",\"BaseRetriever\",\"VectorStoreRetriever\"],\"display_name\":\"Supabase\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/supabase\",\"beta\":false,\"error\":null},\"Weaviate\":{\"template\":{\"documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"display_name\":\"Documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"embedding\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"embedding\",\"display_name\":\"Embedding\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Embeddings\",\"list\":false},\"client_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"client_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"metadatas\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadatas\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":true},\"search_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"search_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"weaviate_url\":{\"required\":true,\"placeholder\":\"http://localhost:8080\",\"show\":true,\"multiline\":false,\"value\":\"http://localhost:8080\",\"password\":false,\"name\":\"weaviate_url\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"Weaviate\"},\"description\":\"Construct Weaviate wrapper from raw documents.\",\"base_classes\":[\"VectorStore\",\"Weaviate\",\"BaseRetriever\",\"VectorStoreRetriever\"],\"display_name\":\"Weaviate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/weaviate\",\"beta\":false,\"error\":null},\"Vectara\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from typing import Optional, Union\\nfrom langflow import CustomComponent\\n\\nfrom langchain.vectorstores import Vectara\\nfrom langchain.schema import Document\\nfrom langchain.vectorstores.base import VectorStore\\nfrom langchain.schema import BaseRetriever\\nfrom langchain.embeddings.base import Embeddings\\n\\n\\nclass VectaraComponent(CustomComponent):\\n    display_name: str = \\\"Vectara\\\"\\n    description: str = \\\"Implementation of Vector Store using Vectara\\\"\\n    documentation = (\\n        \\\"https://python.langchain.com/docs/integrations/vectorstores/vectara\\\"\\n    )\\n    beta = True\\n    # api key should be password = True\\n    field_config = {\\n        \\\"vectara_customer_id\\\": {\\\"display_name\\\": \\\"Vectara Customer ID\\\"},\\n        \\\"vectara_corpus_id\\\": {\\\"display_name\\\": \\\"Vectara Corpus ID\\\"},\\n        \\\"vectara_api_key\\\": {\\\"display_name\\\": \\\"Vectara API Key\\\", \\\"password\\\": True},\\n        \\\"code\\\": {\\\"show\\\": False},\\n        \\\"documents\\\": {\\\"display_name\\\": \\\"Documents\\\"},\\n        \\\"embedding\\\": {\\\"display_name\\\": \\\"Embedding\\\"},\\n    }\\n\\n    def build(\\n        self,\\n        vectara_customer_id: str,\\n        vectara_corpus_id: str,\\n        vectara_api_key: str,\\n        embedding: Optional[Embeddings] = None,\\n        documents: Optional[Document] = None,\\n    ) -> Union[VectorStore, BaseRetriever]:\\n        # If documents, then we need to create a Vectara instance using .from_documents\\n        if documents is not None and embedding is not None:\\n            return Vectara.from_documents(\\n                documents=documents,  # type: ignore\\n                vectara_customer_id=vectara_customer_id,\\n                vectara_corpus_id=vectara_corpus_id,\\n                vectara_api_key=vectara_api_key,\\n                embedding=embedding,\\n            )\\n\\n        return Vectara(\\n            vectara_customer_id=vectara_customer_id,\\n            vectara_corpus_id=vectara_corpus_id,\\n            vectara_api_key=vectara_api_key,\\n        )\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"display_name\":\"Documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":false},\"embedding\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"embedding\",\"display_name\":\"Embedding\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Embeddings\",\"list\":false},\"vectara_api_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"vectara_api_key\",\"display_name\":\"Vectara API Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"vectara_corpus_id\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectara_corpus_id\",\"display_name\":\"Vectara Corpus ID\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"vectara_customer_id\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectara_customer_id\",\"display_name\":\"Vectara Customer ID\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false}},\"description\":\"Implementation of Vector Store using Vectara\",\"base_classes\":[\"VectorStore\",\"BaseRetriever\"],\"display_name\":\"Vectara\",\"custom_fields\":{\"documents\":null,\"embedding\":null,\"vectara_api_key\":null,\"vectara_corpus_id\":null,\"vectara_customer_id\":null},\"output_types\":[\"Vectara\"],\"documentation\":\"https://python.langchain.com/docs/integrations/vectorstores/vectara\",\"beta\":true,\"error\":null},\"Chroma (1)\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from typing import Optional, Union\\nfrom langflow import CustomComponent\\n\\nfrom langchain.vectorstores import Chroma\\nfrom langchain.schema import Document\\nfrom langchain.vectorstores.base import VectorStore\\nfrom langchain.schema import BaseRetriever\\nfrom langchain.embeddings.base import Embeddings\\nimport chromadb  # type: ignore\\n\\n\\nclass ChromaComponent(CustomComponent):\\n    \\\"\\\"\\\"\\n    A custom component for implementing a Vector Store using Chroma.\\n    \\\"\\\"\\\"\\n\\n    display_name: str = \\\"Chroma (Custom Component)\\\"\\n    description: str = \\\"Implementation of Vector Store using Chroma\\\"\\n    documentation = \\\"https://python.langchain.com/docs/integrations/vectorstores/chroma\\\"\\n    beta = True\\n\\n    def build_config(self):\\n        \\\"\\\"\\\"\\n        Builds the configuration for the component.\\n\\n        Returns:\\n        - dict: A dictionary containing the configuration options for the component.\\n        \\\"\\\"\\\"\\n        return {\\n            \\\"collection_name\\\": {\\\"display_name\\\": \\\"Collection Name\\\", \\\"value\\\": \\\"langflow\\\"},\\n            \\\"persist\\\": {\\\"display_name\\\": \\\"Persist\\\"},\\n            \\\"persist_directory\\\": {\\\"display_name\\\": \\\"Persist Directory\\\"},\\n            \\\"code\\\": {\\\"show\\\": False, \\\"display_name\\\": \\\"Code\\\"},\\n            \\\"documents\\\": {\\\"display_name\\\": \\\"Documents\\\", \\\"is_list\\\": True},\\n            \\\"embedding\\\": {\\\"display_name\\\": \\\"Embedding\\\"},\\n            \\\"chroma_server_cors_allow_origins\\\": {\\n                \\\"display_name\\\": \\\"Server CORS Allow Origins\\\",\\n                \\\"advanced\\\": True,\\n            },\\n            \\\"chroma_server_host\\\": {\\\"display_name\\\": \\\"Server Host\\\", \\\"advanced\\\": True},\\n            \\\"chroma_server_port\\\": {\\\"display_name\\\": \\\"Server Port\\\", \\\"advanced\\\": True},\\n            \\\"chroma_server_grpc_port\\\": {\\n                \\\"display_name\\\": \\\"Server gRPC Port\\\",\\n                \\\"advanced\\\": True,\\n            },\\n            \\\"chroma_server_ssl_enabled\\\": {\\n                \\\"display_name\\\": \\\"Server SSL Enabled\\\",\\n                \\\"advanced\\\": True,\\n            },\\n        }\\n\\n    def build(\\n        self,\\n        collection_name: str,\\n        persist: bool,\\n        chroma_server_ssl_enabled: bool,\\n        persist_directory: Optional[str] = None,\\n        embedding: Optional[Embeddings] = None,\\n        documents: Optional[Document] = None,\\n        chroma_server_cors_allow_origins: Optional[str] = None,\\n        chroma_server_host: Optional[str] = None,\\n        chroma_server_port: Optional[int] = None,\\n        chroma_server_grpc_port: Optional[int] = None,\\n    ) -> Union[VectorStore, BaseRetriever]:\\n        \\\"\\\"\\\"\\n        Builds the Vector Store or BaseRetriever object.\\n\\n        Args:\\n        - collection_name (str): The name of the collection.\\n        - persist_directory (Optional[str]): The directory to persist the Vector Store to.\\n        - chroma_server_ssl_enabled (bool): Whether to enable SSL for the Chroma server.\\n        - persist (bool): Whether to persist the Vector Store or not.\\n        - embedding (Optional[Embeddings]): The embeddings to use for the Vector Store.\\n        - documents (Optional[Document]): The documents to use for the Vector Store.\\n        - chroma_server_cors_allow_origins (Optional[str]): The CORS allow origins for the Chroma server.\\n        - chroma_server_host (Optional[str]): The host for the Chroma server.\\n        - chroma_server_port (Optional[int]): The port for the Chroma server.\\n        - chroma_server_grpc_port (Optional[int]): The gRPC port for the Chroma server.\\n\\n        Returns:\\n        - Union[VectorStore, BaseRetriever]: The Vector Store or BaseRetriever object.\\n        \\\"\\\"\\\"\\n\\n        # Chroma settings\\n        chroma_settings = None\\n\\n        if chroma_server_host is not None:\\n            chroma_settings = chromadb.config.Settings(\\n                chroma_server_cors_allow_origins=chroma_server_cors_allow_origins\\n                or None,\\n                chroma_server_host=chroma_server_host,\\n                chroma_server_port=chroma_server_port or None,\\n                chroma_server_grpc_port=chroma_server_grpc_port or None,\\n                chroma_server_ssl_enabled=chroma_server_ssl_enabled,\\n            )\\n\\n        # If documents, then we need to create a Chroma instance using .from_documents\\n        if documents is not None and embedding is not None:\\n            return Chroma.from_documents(\\n                documents=documents,  # type: ignore\\n                persist_directory=persist_directory if persist else None,\\n                collection_name=collection_name,\\n                embedding=embedding,\\n                client_settings=chroma_settings,\\n            )\\n\\n        return Chroma(\\n            persist_directory=persist_directory, client_settings=chroma_settings\\n        )\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"chroma_server_cors_allow_origins\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"chroma_server_cors_allow_origins\",\"display_name\":\"Server CORS Allow Origins\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"chroma_server_grpc_port\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"chroma_server_grpc_port\",\"display_name\":\"Server gRPC Port\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"chroma_server_host\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"chroma_server_host\",\"display_name\":\"Server 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file.\",\"base_classes\":[\"Document\"],\"display_name\":\"TextLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/\",\"beta\":false,\"error\":null},\"UnstructuredEmailLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".eml\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"eml\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredEmailLoader\"},\"description\":\"Load email files using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredEmailLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/email\",\"beta\":false,\"error\":null},\"UnstructuredHTMLLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".html\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"html\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredHTMLLoader\"},\"description\":\"Load `HTML` files using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredHTMLLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/html\",\"beta\":false,\"error\":null},\"UnstructuredMarkdownLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".md\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"md\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredMarkdownLoader\"},\"description\":\"Load `Markdown` files using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredMarkdownLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/markdown\",\"beta\":false,\"error\":null},\"UnstructuredPowerPointLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".pptx\",\".ppt\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"pptx\",\"ppt\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredPowerPointLoader\"},\"description\":\"Load `Microsoft PowerPoint` files using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredPowerPointLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/microsoft_powerpoint\",\"beta\":false,\"error\":null},\"UnstructuredWordDocumentLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".docx\",\".doc\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"docx\",\"doc\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredWordDocumentLoader\"},\"description\":\"Load `Microsof Word` file using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredWordDocumentLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/microsoft_word\",\"beta\":false,\"error\":null},\"WebBaseLoader\":{\"template\":{\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"web_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"web_path\",\"display_name\":\"Web Page\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"WebBaseLoader\"},\"description\":\"Load HTML pages using `urllib` and parse them with `BeautifulSoup'.\",\"base_classes\":[\"Document\"],\"display_name\":\"WebBaseLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base\",\"beta\":false,\"error\":null}},\"textsplitters\":{\"CharacterTextSplitter\":{\"template\":{\"documents\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"chunk_overlap\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":200,\"password\":false,\"name\":\"chunk_overlap\",\"display_name\":\"Chunk Overlap\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"chunk_size\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":1000,\"password\":false,\"name\":\"chunk_size\",\"display_name\":\"Chunk Size\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"separator\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\\\\n\",\"password\":false,\"name\":\"separator\",\"display_name\":\"Separator\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"CharacterTextSplitter\"},\"description\":\"Splitting text that looks at characters.\",\"base_classes\":[\"Document\"],\"display_name\":\"CharacterTextSplitter\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter\",\"beta\":false,\"error\":null},\"RecursiveCharacterTextSplitter\":{\"template\":{\"documents\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"chunk_overlap\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":200,\"password\":false,\"name\":\"chunk_overlap\",\"display_name\":\"Chunk Overlap\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"chunk_size\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":1000,\"password\":false,\"name\":\"chunk_size\",\"display_name\":\"Chunk Size\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"separator_type\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"Text\",\"password\":false,\"options\":[\"Text\",\"cpp\",\"go\",\"html\",\"java\",\"js\",\"latex\",\"markdown\",\"php\",\"proto\",\"python\",\"rst\",\"ruby\",\"rust\",\"scala\",\"sol\",\"swift\"],\"name\":\"separator_type\",\"display_name\":\"Separator Type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"separators\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\\\\n\",\"password\":false,\"name\":\"separators\",\"display_name\":\"Separator\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"RecursiveCharacterTextSplitter\"},\"description\":\"Splitting text by recursively look at characters.\",\"base_classes\":[\"Document\"],\"display_name\":\"RecursiveCharacterTextSplitter\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/recursive_text_splitter\",\"beta\":false,\"error\":null}},\"utilities\":{\"BingSearchAPIWrapper\":{\"template\":{\"bing_search_url\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"bing_search_url\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"bing_subscription_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"bing_subscription_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"_type\":\"BingSearchAPIWrapper\"},\"description\":\"Wrapper for Bing Search API.\",\"base_classes\":[\"BingSearchAPIWrapper\"],\"display_name\":\"BingSearchAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"GoogleSearchAPIWrapper\":{\"template\":{\"google_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"google_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"google_cse_id\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"google_cse_id\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"search_engine\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"search_engine\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"siterestrict\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"siterestrict\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"GoogleSearchAPIWrapper\"},\"description\":\"Wrapper for Google Search API.\",\"base_classes\":[\"GoogleSearchAPIWrapper\"],\"display_name\":\"GoogleSearchAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"GoogleSerperAPIWrapper\":{\"template\":{\"aiosession\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"aiosession\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"ClientSession\",\"list\":false},\"gl\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"us\",\"password\":false,\"name\":\"gl\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"hl\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"en\",\"password\":false,\"name\":\"hl\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"result_key_for_type\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{\\n  \\\"news\\\": \\\"news\\\",\\n  \\\"places\\\": \\\"places\\\",\\n  \\\"images\\\": \\\"images\\\",\\n  \\\"search\\\": \\\"organic\\\"\\n}\",\"password\":true,\"name\":\"result_key_for_type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"serper_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"serper_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"tbs\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tbs\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"type\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"search\",\"password\":false,\"options\":[\"news\",\"search\",\"places\",\"images\"],\"name\":\"type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"_type\":\"GoogleSerperAPIWrapper\"},\"description\":\"Wrapper around the Serper.dev Google Search API.\",\"base_classes\":[\"GoogleSerperAPIWrapper\"],\"display_name\":\"GoogleSerperAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SearxSearchWrapper\":{\"template\":{\"aiosession\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"aiosession\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"categories\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"categories\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"engines\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"engines\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"headers\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"{'Authorization': 'Bearer <token>'}\",\"password\":false,\"name\":\"headers\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"params\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"params\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"query_suffix\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"query_suffix\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"searx_host\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"searx_host\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"unsecure\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"unsecure\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"SearxSearchWrapper\"},\"description\":\"Wrapper for Searx API.\",\"base_classes\":[\"SearxSearchWrapper\"],\"display_name\":\"SearxSearchWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SerpAPIWrapper\":{\"template\":{\"aiosession\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"aiosession\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"ClientSession\",\"list\":false},\"params\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"{\\n  \\\"engine\\\": \\\"google\\\",\\n  \\\"google_domain\\\": \\\"google.com\\\",\\n  \\\"gl\\\": \\\"us\\\",\\n  \\\"hl\\\": \\\"en\\\"\\n}\",\"password\":false,\"name\":\"params\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"search_engine\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"search_engine\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"serpapi_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"serpapi_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"SerpAPIWrapper\"},\"description\":\"Wrapper around SerpAPI.\",\"base_classes\":[\"SerpAPIWrapper\"],\"display_name\":\"SerpAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"WikipediaAPIWrapper\":{\"template\":{\"doc_content_chars_max\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":4000,\"password\":false,\"name\":\"doc_content_chars_max\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"lang\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"en\",\"password\":false,\"name\":\"lang\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"load_all_available_meta\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"load_all_available_meta\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"top_k_results\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":3,\"password\":false,\"name\":\"top_k_results\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"wiki_client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"wiki_client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"_type\":\"WikipediaAPIWrapper\"},\"description\":\"Wrapper around WikipediaAPI.\",\"base_classes\":[\"WikipediaAPIWrapper\"],\"display_name\":\"WikipediaAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"WolframAlphaAPIWrapper\":{\"template\":{\"wolfram_alpha_appid\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"wolfram_alpha_appid\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"wolfram_client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"wolfram_client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"_type\":\"WolframAlphaAPIWrapper\"},\"description\":\"Wrapper for Wolfram Alpha.\",\"base_classes\":[\"WolframAlphaAPIWrapper\"],\"display_name\":\"WolframAlphaAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"GetRequest\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\nfrom langchain.schema import Document\\nfrom langflow.services.database.models.base import orjson_dumps\\nimport requests\\nfrom typing import Optional\\n\\n\\nclass GetRequest(CustomComponent):\\n    display_name: str = \\\"GET Request\\\"\\n    description: str = \\\"Make a GET request to the given URL.\\\"\\n    output_types: list[str] = [\\\"Document\\\"]\\n    documentation: str = \\\"https://docs.langflow.org/components/utilities#get-request\\\"\\n    beta = True\\n    field_config = {\\n        \\\"url\\\": {\\n            \\\"display_name\\\": \\\"URL\\\",\\n            \\\"info\\\": \\\"The URL to make the request to\\\",\\n            \\\"is_list\\\": True,\\n        },\\n        \\\"headers\\\": {\\n            \\\"display_name\\\": \\\"Headers\\\",\\n            \\\"field_type\\\": \\\"code\\\",\\n            \\\"info\\\": \\\"The headers to send with the request.\\\",\\n        },\\n        \\\"code\\\": {\\\"show\\\": False},\\n        \\\"timeout\\\": {\\n            \\\"display_name\\\": \\\"Timeout\\\",\\n            \\\"field_type\\\": \\\"int\\\",\\n            \\\"info\\\": \\\"The timeout to use for the request.\\\",\\n            \\\"value\\\": 5,\\n        },\\n    }\\n\\n    def get_document(\\n        self, session: requests.Session, url: str, headers: Optional[dict], timeout: int\\n    ) -> Document:\\n        try:\\n            response = session.get(url, headers=headers, timeout=int(timeout))\\n            try:\\n                response_json = response.json()\\n                result = orjson_dumps(response_json, indent_2=False)\\n            except Exception:\\n                result = response.text\\n            self.repr_value = result\\n            return Document(\\n                page_content=result,\\n                metadata={\\n                    \\\"source\\\": url,\\n                    \\\"headers\\\": headers,\\n                    \\\"status_code\\\": response.status_code,\\n                },\\n            )\\n        except requests.Timeout:\\n            return Document(\\n                page_content=\\\"Request Timed Out\\\",\\n                metadata={\\\"source\\\": url, \\\"headers\\\": headers, \\\"status_code\\\": 408},\\n            )\\n        except Exception as exc:\\n            return Document(\\n                page_content=str(exc),\\n                metadata={\\\"source\\\": url, \\\"headers\\\": headers, \\\"status_code\\\": 500},\\n            )\\n\\n    def build(\\n        self,\\n        url: str,\\n        headers: Optional[dict] = None,\\n        timeout: int = 5,\\n    ) -> list[Document]:\\n        if headers is None:\\n            headers = {}\\n        urls = url if isinstance(url, list) else [url]\\n        with requests.Session() as session:\\n            documents = [self.get_document(session, u, headers, timeout) for u in urls]\\n            self.repr_value = documents\\n        return documents\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"headers\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"headers\",\"display_name\":\"Headers\",\"advanced\":false,\"dynamic\":false,\"info\":\"The headers to send with the request.\",\"type\":\"code\",\"list\":false},\"timeout\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":5,\"password\":false,\"name\":\"timeout\",\"display_name\":\"Timeout\",\"advanced\":false,\"dynamic\":false,\"info\":\"The timeout to use for the request.\",\"type\":\"int\",\"list\":false},\"url\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"url\",\"display_name\":\"URL\",\"advanced\":false,\"dynamic\":false,\"info\":\"The URL to make the request to\",\"type\":\"str\",\"list\":true}},\"description\":\"Make a GET request to the given URL.\",\"base_classes\":[\"Document\"],\"display_name\":\"GET Request\",\"custom_fields\":{\"headers\":null,\"timeout\":null,\"url\":null},\"output_types\":[\"GetRequest\"],\"documentation\":\"https://docs.langflow.org/components/utilities#get-request\",\"beta\":true,\"error\":null},\"PostRequest\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\nfrom langchain.schema import Document\\nfrom langflow.services.database.models.base import orjson_dumps\\nimport requests\\nfrom typing import Optional\\n\\n\\nclass PostRequest(CustomComponent):\\n    display_name: str = \\\"POST Request\\\"\\n    description: str = \\\"Make a POST request to the given URL.\\\"\\n    output_types: list[str] = [\\\"Document\\\"]\\n    documentation: str = \\\"https://docs.langflow.org/components/utilities#post-request\\\"\\n    beta = True\\n    field_config = {\\n        \\\"url\\\": {\\\"display_name\\\": \\\"URL\\\", \\\"info\\\": \\\"The URL to make the request to.\\\"},\\n        \\\"headers\\\": {\\n            \\\"display_name\\\": \\\"Headers\\\",\\n            \\\"field_type\\\": \\\"code\\\",\\n            \\\"info\\\": \\\"The headers to send with the request.\\\",\\n        },\\n        \\\"code\\\": {\\\"show\\\": False},\\n        \\\"document\\\": {\\\"display_name\\\": \\\"Document\\\"},\\n    }\\n\\n    def post_document(\\n        self,\\n        session: requests.Session,\\n        document: Document,\\n        url: str,\\n        headers: Optional[dict] = None,\\n    ) -> Document:\\n        try:\\n            response = session.post(url, headers=headers, data=document.page_content)\\n            try:\\n                response_json = response.json()\\n                result = orjson_dumps(response_json, indent_2=False)\\n            except Exception:\\n                result = response.text\\n            self.repr_value = result\\n            return Document(\\n                page_content=result,\\n                metadata={\\n                    \\\"source\\\": url,\\n                    \\\"headers\\\": headers,\\n                    \\\"status_code\\\": response,\\n                },\\n            )\\n        except Exception as exc:\\n            return Document(\\n                page_content=str(exc),\\n                metadata={\\n                    \\\"source\\\": url,\\n                    \\\"headers\\\": headers,\\n                    \\\"status_code\\\": 500,\\n                },\\n            )\\n\\n    def build(\\n        self,\\n        document: Document,\\n        url: str,\\n        headers: Optional[dict] = None,\\n    ) -> list[Document]:\\n        if headers is None:\\n            headers = {}\\n\\n        if not isinstance(document, list) and isinstance(document, Document):\\n            documents: list[Document] = [document]\\n        elif isinstance(document, list) and all(\\n            isinstance(doc, Document) for doc in document\\n        ):\\n            documents = document\\n        else:\\n            raise ValueError(\\\"document must be a Document or a list of Documents\\\")\\n\\n        with requests.Session() as session:\\n            documents = [\\n                self.post_document(session, doc, url, headers) for doc in documents\\n            ]\\n            self.repr_value = documents\\n        return documents\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"document\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"document\",\"display_name\":\"Document\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":false},\"headers\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"headers\",\"display_name\":\"Headers\",\"advanced\":false,\"dynamic\":false,\"info\":\"The headers to send with the request.\",\"type\":\"code\",\"list\":false},\"url\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"url\",\"display_name\":\"URL\",\"advanced\":false,\"dynamic\":false,\"info\":\"The URL to make the request to.\",\"type\":\"str\",\"list\":false}},\"description\":\"Make a POST request to the given URL.\",\"base_classes\":[\"Document\"],\"display_name\":\"POST Request\",\"custom_fields\":{\"document\":null,\"headers\":null,\"url\":null},\"output_types\":[\"PostRequest\"],\"documentation\":\"https://docs.langflow.org/components/utilities#post-request\",\"beta\":true,\"error\":null},\"UpdateRequest\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from typing import List, Optional\\nimport requests\\nfrom langflow import CustomComponent\\nfrom langchain.schema import Document\\nfrom langflow.services.database.models.base import orjson_dumps\\n\\n\\nclass UpdateRequest(CustomComponent):\\n    display_name: str = \\\"Update Request\\\"\\n    description: str = \\\"Make a PATCH request to the given URL.\\\"\\n    output_types: list[str] = [\\\"Document\\\"]\\n    documentation: str = \\\"https://docs.langflow.org/components/utilities#update-request\\\"\\n    beta = True\\n    field_config = {\\n        \\\"url\\\": {\\\"display_name\\\": \\\"URL\\\", \\\"info\\\": \\\"The URL to make the request to.\\\"},\\n        \\\"headers\\\": {\\n            \\\"display_name\\\": \\\"Headers\\\",\\n            \\\"field_type\\\": \\\"code\\\",\\n            \\\"info\\\": \\\"The headers to send with the request.\\\",\\n        },\\n        \\\"code\\\": {\\\"show\\\": False},\\n        \\\"document\\\": {\\\"display_name\\\": \\\"Document\\\"},\\n        \\\"method\\\": {\\n            \\\"display_name\\\": \\\"Method\\\",\\n            \\\"field_type\\\": \\\"str\\\",\\n            \\\"info\\\": \\\"The HTTP method to use.\\\",\\n            \\\"options\\\": [\\\"PATCH\\\", \\\"PUT\\\"],\\n            \\\"value\\\": \\\"PATCH\\\",\\n        },\\n    }\\n\\n    def update_document(\\n        self,\\n        session: requests.Session,\\n        document: Document,\\n        url: str,\\n        headers: Optional[dict] = None,\\n        method: str = \\\"PATCH\\\",\\n    ) -> Document:\\n        try:\\n            if method == \\\"PATCH\\\":\\n                response = session.patch(\\n                    url, headers=headers, data=document.page_content\\n                )\\n            elif method == \\\"PUT\\\":\\n                response = session.put(url, headers=headers, data=document.page_content)\\n            else:\\n                raise ValueError(f\\\"Unsupported method: {method}\\\")\\n            try:\\n                response_json = response.json()\\n                result = orjson_dumps(response_json, indent_2=False)\\n            except Exception:\\n                result = response.text\\n            self.repr_value = result\\n            return Document(\\n                page_content=result,\\n                metadata={\\n                    \\\"source\\\": url,\\n                    \\\"headers\\\": headers,\\n                    \\\"status_code\\\": response.status_code,\\n                },\\n            )\\n        except Exception as exc:\\n            return Document(\\n                page_content=str(exc),\\n                metadata={\\\"source\\\": url, \\\"headers\\\": headers, \\\"status_code\\\": 500},\\n            )\\n\\n    def build(\\n        self,\\n        method: str,\\n        document: Document,\\n        url: str,\\n        headers: Optional[dict] = None,\\n    ) -> List[Document]:\\n        if headers is None:\\n            headers = {}\\n\\n        if not isinstance(document, list) and isinstance(document, Document):\\n            documents: list[Document] = [document]\\n        elif isinstance(document, list) and all(\\n            isinstance(doc, Document) for doc in document\\n        ):\\n            documents = document\\n        else:\\n            raise ValueError(\\\"document must be a Document or a list of Documents\\\")\\n\\n        with requests.Session() as session:\\n            documents = [\\n                self.update_document(session, doc, url, headers, method)\\n                for doc in documents\\n            ]\\n            self.repr_value = documents\\n        return documents\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"document\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"document\",\"display_name\":\"Document\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":false},\"headers\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"headers\",\"display_name\":\"Headers\",\"advanced\":false,\"dynamic\":false,\"info\":\"The headers to send with the request.\",\"type\":\"code\",\"list\":false},\"method\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"PATCH\",\"password\":false,\"options\":[\"PATCH\",\"PUT\"],\"name\":\"method\",\"display_name\":\"Method\",\"advanced\":false,\"dynamic\":false,\"info\":\"The HTTP method to use.\",\"type\":\"str\",\"list\":true},\"url\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"url\",\"display_name\":\"URL\",\"advanced\":false,\"dynamic\":false,\"info\":\"The URL to make the request to.\",\"type\":\"str\",\"list\":false}},\"description\":\"Make a PATCH request to the given URL.\",\"base_classes\":[\"Document\"],\"display_name\":\"Update Request\",\"custom_fields\":{\"document\":null,\"headers\":null,\"method\":null,\"url\":null},\"output_types\":[\"UpdateRequest\"],\"documentation\":\"https://docs.langflow.org/components/utilities#update-request\",\"beta\":true,\"error\":null},\"JSONDocumentBuilder\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"### JSON Document Builder\\n\\n# Build a Document containing a JSON object using a key and another Document page content.\\n\\n# **Params**\\n\\n# - **Key:** The key to use for the JSON object.\\n# - **Document:** The Document page to use for the JSON object.\\n\\n# **Output**\\n\\n# - **Document:** The Document containing the JSON object.\\n\\nfrom langflow import CustomComponent\\nfrom langchain.schema import Document\\nfrom langflow.services.database.models.base import orjson_dumps\\n\\n\\nclass JSONDocumentBuilder(CustomComponent):\\n    display_name: str = \\\"JSON Document Builder\\\"\\n    description: str = \\\"Build a Document containing a JSON object using a key and another Document page content.\\\"\\n    output_types: list[str] = [\\\"Document\\\"]\\n    beta = True\\n    documentation: str = (\\n        \\\"https://docs.langflow.org/components/utilities#json-document-builder\\\"\\n    )\\n\\n    field_config = {\\n        \\\"key\\\": {\\\"display_name\\\": \\\"Key\\\"},\\n        \\\"document\\\": {\\\"display_name\\\": \\\"Document\\\"},\\n    }\\n\\n    def build(\\n        self,\\n        key: str,\\n        document: Document,\\n    ) -> Document:\\n        documents = None\\n        if isinstance(document, list):\\n            documents = [\\n                Document(\\n                    page_content=orjson_dumps({key: doc.page_content}, indent_2=False)\\n                )\\n                for doc in document\\n            ]\\n        elif isinstance(document, Document):\\n            documents = Document(\\n                page_content=orjson_dumps({key: document.page_content}, indent_2=False)\\n            )\\n        else:\\n            raise TypeError(\\n                f\\\"Expected Document or list of Documents, got {type(document)}\\\"\\n            )\\n        self.repr_value = documents\\n        return documents\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"document\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"document\",\"display_name\":\"Document\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":false},\"key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"key\",\"display_name\":\"Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false}},\"description\":\"Build a Document containing a JSON object using a key and another Document page content.\",\"base_classes\":[\"Document\"],\"display_name\":\"JSON Document Builder\",\"custom_fields\":{\"document\":null,\"key\":null},\"output_types\":[\"JSONDocumentBuilder\"],\"documentation\":\"https://docs.langflow.org/components/utilities#json-document-builder\",\"beta\":true,\"error\":null}},\"output_parsers\":{\"ResponseSchema\":{\"template\":{\"description\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"password\":false,\"name\":\"description\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"name\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"type\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"string\",\"password\":false,\"name\":\"type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"ResponseSchema\"},\"description\":\"A schema for a response from a structured output parser.\",\"base_classes\":[\"ResponseSchema\"],\"display_name\":\"ResponseSchema\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/output_parsers/structured\",\"beta\":false,\"error\":null},\"StructuredOutputParser\":{\"template\":{\"response_schemas\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"response_schemas\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"ResponseSchema\",\"list\":true},\"_type\":\"StructuredOutputParser\"},\"description\":\"\",\"base_classes\":[\"StructuredOutputParser\",\"BaseOutputParser\",\"BaseLLMOutputParser\"],\"display_name\":\"StructuredOutputParser\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/output_parsers/structured\",\"beta\":false,\"error\":null}},\"retrievers\":{\"MultiQueryRetriever\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLLM\",\"list\":false},\"prompt\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":{\"input_variables\":[\"question\"],\"output_parser\":null,\"partial_variables\":{},\"template\":\"You are an AI language model assistant. Your task is \\n    to generate 3 different versions of the given user \\n    question to retrieve relevant documents from a vector  database. \\n    By generating multiple perspectives on the user question, \\n    your goal is to help the user overcome some of the limitations \\n    of distance-based similarity search. Provide these alternative \\n    questions separated by newlines. Original question: {question}\",\"template_format\":\"f-string\",\"validate_template\":true,\"_type\":\"prompt\"},\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"PromptTemplate\",\"list\":false},\"retriever\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"retriever\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseRetriever\",\"list\":false},\"parser_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"lines\",\"password\":false,\"name\":\"parser_key\",\"display_name\":\"Parser Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"MultiQueryRetriever\"},\"description\":\"Initialize from llm using default template.\",\"base_classes\":[\"BaseRetriever\",\"MultiQueryRetriever\"],\"display_name\":\"MultiQueryRetriever\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/retrievers/how_to/MultiQueryRetriever\",\"beta\":false,\"error\":null}},\"custom_components\":{\"CustomComponent\":{\"template\":{\"code\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\n\\nfrom langchain.llms.base import BaseLLM\\nfrom langchain.chains import LLMChain\\nfrom langchain import PromptTemplate\\nfrom langchain.schema import Document\\n\\nimport requests\\n\\nclass YourComponent(CustomComponent):\\n    display_name: str = \\\"Custom Component\\\"\\n    description: str = \\\"Create any custom component you want!\\\"\\n\\n    def build_config(self):\\n        return { \\\"url\\\": { \\\"multiline\\\": True, \\\"required\\\": True } }\\n\\n    def build(self, url: str, llm: BaseLLM, prompt: PromptTemplate) -> Document:\\n        response = requests.get(url)\\n        chain = LLMChain(llm=llm, prompt=prompt)\\n        result = chain.run(response.text[:300])\\n        return Document(page_content=str(result))\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"dynamic\":true,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\"},\"description\":\"Create any custom component you want!\",\"base_classes\":[],\"display_name\":\"Custom Component\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":true,\"error\":null}}}"
+            },
+            "headersSize": -1,
+            "bodySize": -1,
+            "redirectURL": ""
+          },
+          "cache": {},
+          "timings": { "send": -1, "wait": -1, "receive": 1.031 }
+        },
+        {
+          "startedDateTime": "2023-08-31T14:55:36.131Z",
+          "time": 0.743,
+          "request": {
+            "method": "GET",
+            "url": "http://localhost:3000/api/v1/flows/",
+            "httpVersion": "HTTP/1.1",
+            "cookies": [],
+            "headers": [
+              { "name": "Accept", "value": "application/json, text/plain, */*" },
+              { "name": "Accept-Encoding", "value": "gzip, deflate, br" },
+              { "name": "Accept-Language", "value": "en-US,en;q=0.9" },
+              { "name": "Authorization", "value": "Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJiNWIxYjFhZC05M2VjLTRjMjgtYWMxNy01OGMxNDQ0MWI1ZGQiLCJleHAiOjE3MjUwMjk3MzV9.8qhEtryWqA9RbwEP2s20umKdVE7J7jHGoogXZqxLNWk" },
+              { "name": "Connection", "value": "keep-alive" },
+              { "name": "Cookie", "value": "access_token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJiNWIxYjFhZC05M2VjLTRjMjgtYWMxNy01OGMxNDQ0MWI1ZGQiLCJleHAiOjE3MjUwMjk3MzV9.8qhEtryWqA9RbwEP2s20umKdVE7J7jHGoogXZqxLNWk; refresh_token=auto" },
+              { "name": "Host", "value": "localhost:3000" },
+              { "name": "Referer", "value": "http://localhost:3000/" },
+              { "name": "Sec-Fetch-Dest", "value": "empty" },
+              { "name": "Sec-Fetch-Mode", "value": "cors" },
+              { "name": "Sec-Fetch-Site", "value": "same-origin" },
+              { "name": "User-Agent", "value": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36" },
+              { "name": "sec-ch-ua", "value": "\"Not)A;Brand\";v=\"24\", \"Chromium\";v=\"116\"" },
+              { "name": "sec-ch-ua-mobile", "value": "?0" },
+              { "name": "sec-ch-ua-platform", "value": "\"Linux\"" }
+            ],
+            "queryString": [],
+            "headersSize": -1,
+            "bodySize": -1
+          },
+          "response": {
+            "status": 200,
+            "statusText": "OK",
+            "httpVersion": "HTTP/1.1",
+            "cookies": [],
+            "headers": [
+              { "name": "Access-Control-Allow-Origin", "value": "*" },
+              { "name": "connection", "value": "close" },
+              { "name": "content-length", "value": "2" },
+              { "name": "content-type", "value": "application/json" },
+              { "name": "date", "value": "Thu, 31 Aug 2023 14:55:35 GMT" },
+              { "name": "server", "value": "uvicorn" }
+            ],
+            "content": {
+              "size": -1,
+              "mimeType": "application/json",
+              "text": "[]"
+            },
+            "headersSize": -1,
+            "bodySize": -1,
+            "redirectURL": ""
+          },
+          "cache": {},
+          "timings": { "send": -1, "wait": -1, "receive": 0.743 }
+        }
+      ]
+    }
+  } 
\ No newline at end of file
diff --git a/src/frontend/package-lock.json b/src/frontend/package-lock.json
index 4cd812e5c..1ff16d6d0 100644
--- a/src/frontend/package-lock.json
+++ b/src/frontend/package-lock.json
@@ -8,15 +8,16 @@
       "name": "langflow",
       "version": "0.1.2",
       "dependencies": {
-        "@emotion/react": "^11.10.5",
-        "@emotion/styled": "^11.10.5",
-        "@headlessui/react": "^1.7.10",
-        "@heroicons/react": "^2.0.15",
-        "@mui/material": "^5.11.9",
+        "@emotion/react": "^11.11.1",
+        "@emotion/styled": "^11.11.0",
+        "@headlessui/react": "^1.7.17",
+        "@heroicons/react": "^2.0.18",
+        "@mui/material": "^5.14.7",
         "@radix-ui/react-accordion": "^1.1.2",
         "@radix-ui/react-checkbox": "^1.0.4",
         "@radix-ui/react-dialog": "^1.0.4",
         "@radix-ui/react-dropdown-menu": "^2.0.5",
+        "@radix-ui/react-form": "^0.0.3",
         "@radix-ui/react-icons": "^1.3.0",
         "@radix-ui/react-label": "^2.0.2",
         "@radix-ui/react-menubar": "^1.0.3",
@@ -28,81 +29,86 @@
         "@radix-ui/react-switch": "^1.0.3",
         "@radix-ui/react-tabs": "^1.0.4",
         "@radix-ui/react-tooltip": "^1.0.6",
-        "@tabler/icons-react": "^2.18.0",
-        "@tailwindcss/forms": "^0.5.3",
+        "@tabler/icons-react": "^2.32.0",
+        "@tailwindcss/forms": "^0.5.6",
         "@tailwindcss/line-clamp": "^0.4.4",
         "@types/axios": "^0.14.0",
         "accordion": "^3.0.2",
-        "ace-builds": "^1.16.0",
+        "ace-builds": "^1.24.1",
         "add": "^2.0.6",
         "ansi-to-html": "^0.7.2",
-        "axios": "^1.3.2",
+        "axios": "^1.5.0",
         "base64-js": "^1.5.1",
-        "class-variance-authority": "^0.6.0",
+        "class-variance-authority": "^0.6.1",
         "clsx": "^1.2.1",
-        "dompurify": "^3.0.4",
-        "esbuild": "^0.17.18",
+        "dompurify": "^3.0.5",
+        "esbuild": "^0.17.19",
         "lodash": "^4.17.21",
         "lucide-react": "^0.233.0",
+        "moment": "^2.29.4",
         "react": "^18.2.0",
         "react-ace": "^10.1.0",
         "react-cookie": "^4.1.1",
         "react-dom": "^18.2.0",
-        "react-error-boundary": "^4.0.2",
-        "react-icons": "^4.8.0",
+        "react-error-boundary": "^4.0.11",
+        "react-icons": "^4.10.1",
         "react-laag": "^2.0.5",
         "react-markdown": "^8.0.7",
-        "react-router-dom": "^6.8.1",
+        "react-router-dom": "^6.15.0",
         "react-syntax-highlighter": "^15.5.0",
-        "react-tabs": "^6.0.0",
-        "react-tooltip": "^5.13.1",
-        "reactflow": "^11.5.5",
-        "rehype-mathjax": "^4.0.2",
+        "react-tabs": "^6.0.2",
+        "react-tooltip": "^5.21.1",
+        "react18-json-view": "^0.2.3",
+        "reactflow": "^11.8.3",
+        "rehype-mathjax": "^4.0.3",
         "remark-gfm": "^3.0.1",
         "remark-math": "^5.1.1",
-        "shadcn-ui": "^0.2.2",
+        "shadcn-ui": "^0.2.3",
         "short-unique-id": "^4.4.4",
         "switch": "^0.0.0",
         "table": "^6.8.1",
-        "tailwind-merge": "^1.13.0",
-        "tailwindcss-animate": "^1.0.5",
+        "tailwind-merge": "^1.14.0",
+        "tailwindcss-animate": "^1.0.7",
         "uuid": "^9.0.0",
         "vite-plugin-svgr": "^3.2.0",
         "web-vitals": "^2.1.4"
       },
       "devDependencies": {
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       "funding": {
         "type": "github",
         "url": "https://github.com/sponsors/wooorm"
@@ -9525,25 +11063,29 @@
     },
     "node_modules/web-streams-polyfill": {
       "version": "3.2.1",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.2.1.tgz",
+      "integrity": "sha512-e0MO3wdXWKrLbL0DgGnUV7WHVuw9OUvL4hjgnPkIeEvESk74gAITi5G606JtZPp39cd8HA9VQzCIvA49LpPN5Q==",
       "engines": {
         "node": ">= 8"
       }
     },
     "node_modules/web-vitals": {
       "version": "2.1.4",
-      "license": "Apache-2.0"
+      "resolved": "https://registry.npmjs.org/web-vitals/-/web-vitals-2.1.4.tgz",
+      "integrity": "sha512-sVWcwhU5mX6crfI5Vd2dC4qchyTqxV8URinzt25XqVh+bHEPGH4C3NPrNionCP7Obx59wrYEbNlw4Z8sjALzZg=="
     },
     "node_modules/webidl-conversions": {
       "version": "7.0.0",
-      "license": "BSD-2-Clause",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
+      "integrity": "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g==",
       "engines": {
         "node": ">=12"
       }
     },
     "node_modules/whatwg-encoding": {
       "version": "2.0.0",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-2.0.0.tgz",
+      "integrity": "sha512-p41ogyeMUrw3jWclHWTQg1k05DSVXPLcVxRTYsXUk+ZooOCZLcoYgPZ/HL/D/N+uQPOtcp1me1WhBEaX02mhWg==",
       "dependencies": {
         "iconv-lite": "0.6.3"
       },
@@ -9553,14 +11095,16 @@
     },
     "node_modules/whatwg-mimetype": {
       "version": "3.0.0",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-3.0.0.tgz",
+      "integrity": "sha512-nt+N2dzIutVRxARx1nghPKGv1xHikU7HKdfafKkLNLindmPU/ch3U31NOCGGA/dmPcmb1VlofO0vnKAcsm0o/Q==",
       "engines": {
         "node": ">=12"
       }
     },
     "node_modules/whatwg-url": {
-      "version": "10.0.0",
-      "license": "MIT",
+      "version": "11.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-11.0.0.tgz",
+      "integrity": "sha512-RKT8HExMpoYx4igMiVMY83lN6UeITKJlBQ+vR/8ZJ8OCdSiN3RwCq+9gH0+Xzj0+5IrM6i4j/6LuvzbZIQgEcQ==",
       "dependencies": {
         "tr46": "^3.0.0",
         "webidl-conversions": "^7.0.0"
@@ -9570,22 +11114,22 @@
       }
     },
     "node_modules/which": {
-      "version": "2.0.2",
-      "license": "ISC",
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/which/-/which-1.3.1.tgz",
+      "integrity": "sha512-HxJdYWq1MTIQbJ3nw0cqssHoTNU267KlrDuGZ1WYlxDStUtKUhOaJmh112/TZmHxxUfuJqPXSOm7tDyas0OSIQ==",
+      "dev": true,
       "dependencies": {
         "isexe": "^2.0.0"
       },
       "bin": {
-        "node-which": "bin/node-which"
-      },
-      "engines": {
-        "node": ">= 8"
+        "which": "bin/which"
       }
     },
     "node_modules/which-boxed-primitive": {
       "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz",
+      "integrity": "sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==",
       "dev": true,
-      "license": "MIT",
       "dependencies": {
         "is-bigint": "^1.0.1",
         "is-boolean-object": "^1.1.0",
@@ -9599,8 +11143,9 @@
     },
     "node_modules/which-collection": {
       "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.1.tgz",
+      "integrity": "sha512-W8xeTUwaln8i3K/cY1nGXzdnVZlidBcagyNFtBdD5kxnb4TvGKR7FfSIS3mYpwWS1QUCutfKz8IY8RjftB0+1A==",
       "dev": true,
-      "license": "MIT",
       "dependencies": {
         "is-map": "^2.0.1",
         "is-set": "^2.0.1",
@@ -9612,16 +11157,16 @@
       }
     },
     "node_modules/which-typed-array": {
-      "version": "1.1.9",
+      "version": "1.1.11",
+      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.11.tgz",
+      "integrity": "sha512-qe9UWWpkeG5yzZ0tNYxDmd7vo58HDBc39mZ0xWWpolAGADdFOzkfamWLDxkOWcvHQKVmdTyQdLD4NOfjLWTKew==",
       "dev": true,
-      "license": "MIT",
       "dependencies": {
         "available-typed-arrays": "^1.0.5",
         "call-bind": "^1.0.2",
         "for-each": "^0.3.3",
         "gopd": "^1.0.1",
-        "has-tostringtag": "^1.0.0",
-        "is-typed-array": "^1.1.10"
+        "has-tostringtag": "^1.0.0"
       },
       "engines": {
         "node": ">= 0.4"
@@ -9632,23 +11177,18 @@
     },
     "node_modules/wicked-good-xpath": {
       "version": "1.3.0",
-      "license": "MIT"
-    },
-    "node_modules/word-wrap": {
-      "version": "1.2.5",
-      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
-      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
-      "engines": {
-        "node": ">=0.10.0"
-      }
+      "resolved": "https://registry.npmjs.org/wicked-good-xpath/-/wicked-good-xpath-1.3.0.tgz",
+      "integrity": "sha512-Gd9+TUn5nXdwj/hFsPVx5cuHHiF5Bwuc30jZ4+ronF1qHK5O7HD0sgmXWSEgwKquT3ClLoKPVbO6qGwVwLzvAw=="
     },
     "node_modules/wrappy": {
       "version": "1.0.2",
-      "license": "ISC"
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
     },
     "node_modules/ws": {
-      "version": "8.13.0",
-      "license": "MIT",
+      "version": "8.14.1",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.14.1.tgz",
+      "integrity": "sha512-4OOseMUq8AzRBI/7SLMUwO+FEDnguetSk7KMb1sHwvF2w2Wv5Hoj0nlifx8vtGsftE/jWHojPy8sMMzYLJ2G/A==",
       "engines": {
         "node": ">=10.0.0"
       },
@@ -9667,50 +11207,59 @@
     },
     "node_modules/xml-name-validator": {
       "version": "4.0.0",
-      "license": "Apache-2.0",
+      "resolved": "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-4.0.0.tgz",
+      "integrity": "sha512-ICP2e+jsHvAj2E2lIHxa5tjXRlKDJo4IdvPvCXbXQGdzSfmSpNVyIKMvoZHjDY9DP0zV17iI85o90vRFXNccRw==",
       "engines": {
         "node": ">=12"
       }
     },
     "node_modules/xmlchars": {
       "version": "2.2.0",
-      "license": "MIT"
+      "resolved": "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz",
+      "integrity": "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw=="
     },
     "node_modules/xmldom-sre": {
       "version": "0.1.31",
-      "license": "(LGPL-2.0 or MIT)",
+      "resolved": "https://registry.npmjs.org/xmldom-sre/-/xmldom-sre-0.1.31.tgz",
+      "integrity": "sha512-f9s+fUkX04BxQf+7mMWAp5zk61pciie+fFLC9hX9UVvCeJQfNHRHXpeo5MPcR0EUf57PYLdt+ZO4f3Ipk2oZUw==",
       "engines": {
         "node": ">=0.1"
       }
     },
     "node_modules/xtend": {
       "version": "4.0.2",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
       "engines": {
         "node": ">=0.4"
       }
     },
     "node_modules/yallist": {
-      "version": "3.1.1",
-      "license": "ISC"
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-2.1.2.tgz",
+      "integrity": "sha512-ncTzHV7NvsQZkYe1DW7cbDLm0YpzHmZF5r/iyP3ZnQtMiJ+pjzisCiMNI+Sj+xQF5pXhSHxSB3uDbsBTzY/c2A==",
+      "dev": true
     },
     "node_modules/yaml": {
       "version": "1.10.2",
-      "license": "ISC",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-1.10.2.tgz",
+      "integrity": "sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==",
       "engines": {
         "node": ">= 6"
       }
     },
     "node_modules/zod": {
-      "version": "3.21.4",
-      "license": "MIT",
+      "version": "3.22.2",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.22.2.tgz",
+      "integrity": "sha512-wvWkphh5WQsJbVk1tbx1l1Ly4yg+XecD+Mq280uBGt9wa5BKSWf4Mhp6GmrkPixhMxmabYY7RbzlwVP32pbGCg==",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
     },
     "node_modules/zustand": {
-      "version": "4.3.8",
-      "license": "MIT",
+      "version": "4.4.1",
+      "resolved": "https://registry.npmjs.org/zustand/-/zustand-4.4.1.tgz",
+      "integrity": "sha512-QCPfstAS4EBiTQzlaGP1gmorkh/UL1Leaj2tdj+zZCZ/9bm0WS7sI2wnfD5lpOszFqWJ1DcPnGoY8RDL61uokw==",
       "dependencies": {
         "use-sync-external-store": "1.2.0"
       },
@@ -9718,10 +11267,14 @@
         "node": ">=12.7.0"
       },
       "peerDependencies": {
+        "@types/react": ">=16.8",
         "immer": ">=9.0",
         "react": ">=16.8"
       },
       "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        },
         "immer": {
           "optional": true
         },
@@ -9732,7 +11285,8 @@
     },
     "node_modules/zwitch": {
       "version": "2.0.4",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
+      "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
       "funding": {
         "type": "github",
         "url": "https://github.com/sponsors/wooorm"
diff --git a/src/frontend/package.json b/src/frontend/package.json
index dd0cadeeb..36cf0d25c 100644
--- a/src/frontend/package.json
+++ b/src/frontend/package.json
@@ -3,15 +3,16 @@
   "version": "0.1.2",
   "private": true,
   "dependencies": {
-    "@emotion/react": "^11.10.5",
-    "@emotion/styled": "^11.10.5",
-    "@headlessui/react": "^1.7.10",
-    "@heroicons/react": "^2.0.15",
-    "@mui/material": "^5.11.9",
+    "@emotion/react": "^11.11.1",
+    "@emotion/styled": "^11.11.0",
+    "@headlessui/react": "^1.7.17",
+    "@heroicons/react": "^2.0.18",
+    "@mui/material": "^5.14.7",
     "@radix-ui/react-accordion": "^1.1.2",
     "@radix-ui/react-checkbox": "^1.0.4",
     "@radix-ui/react-dialog": "^1.0.4",
     "@radix-ui/react-dropdown-menu": "^2.0.5",
+    "@radix-ui/react-form": "^0.0.3",
     "@radix-ui/react-icons": "^1.3.0",
     "@radix-ui/react-label": "^2.0.2",
     "@radix-ui/react-menubar": "^1.0.3",
@@ -23,44 +24,46 @@
     "@radix-ui/react-switch": "^1.0.3",
     "@radix-ui/react-tabs": "^1.0.4",
     "@radix-ui/react-tooltip": "^1.0.6",
-    "@tabler/icons-react": "^2.18.0",
-    "@tailwindcss/forms": "^0.5.3",
+    "@tabler/icons-react": "^2.32.0",
+    "@tailwindcss/forms": "^0.5.6",
     "@tailwindcss/line-clamp": "^0.4.4",
     "@types/axios": "^0.14.0",
     "accordion": "^3.0.2",
-    "ace-builds": "^1.16.0",
+    "ace-builds": "^1.24.1",
     "add": "^2.0.6",
     "ansi-to-html": "^0.7.2",
-    "axios": "^1.3.2",
+    "axios": "^1.5.0",
     "base64-js": "^1.5.1",
-    "class-variance-authority": "^0.6.0",
+    "class-variance-authority": "^0.6.1",
     "clsx": "^1.2.1",
-    "dompurify": "^3.0.4",
-    "esbuild": "^0.17.18",
+    "dompurify": "^3.0.5",
+    "esbuild": "^0.17.19",
     "lodash": "^4.17.21",
     "lucide-react": "^0.233.0",
+    "moment": "^2.29.4",
     "react": "^18.2.0",
     "react-ace": "^10.1.0",
     "react-cookie": "^4.1.1",
     "react-dom": "^18.2.0",
-    "react-error-boundary": "^4.0.2",
-    "react-icons": "^4.8.0",
+    "react-error-boundary": "^4.0.11",
+    "react-icons": "^4.10.1",
     "react-laag": "^2.0.5",
     "react-markdown": "^8.0.7",
-    "react-router-dom": "^6.8.1",
+    "react-router-dom": "^6.15.0",
     "react-syntax-highlighter": "^15.5.0",
-    "react-tabs": "^6.0.0",
-    "react-tooltip": "^5.13.1",
-    "reactflow": "^11.5.5",
-    "rehype-mathjax": "^4.0.2",
+    "react-tabs": "^6.0.2",
+    "react-tooltip": "^5.21.1",
+    "react18-json-view": "^0.2.3",
+    "reactflow": "^11.8.3",
+    "rehype-mathjax": "^4.0.3",
     "remark-gfm": "^3.0.1",
     "remark-math": "^5.1.1",
-    "shadcn-ui": "^0.2.2",
+    "shadcn-ui": "^0.2.3",
     "short-unique-id": "^4.4.4",
     "switch": "^0.0.0",
     "table": "^6.8.1",
-    "tailwind-merge": "^1.13.0",
-    "tailwindcss-animate": "^1.0.5",
+    "tailwind-merge": "^1.14.0",
+    "tailwindcss-animate": "^1.0.7",
     "uuid": "^9.0.0",
     "vite-plugin-svgr": "^3.2.0",
     "web-vitals": "^2.1.4"
@@ -70,7 +73,8 @@
     "start": "vite",
     "build": "vite build",
     "serve": "vite preview",
-    "format": "npx prettier --write \"**/*.{js,jsx,ts,tsx,json,md}\""
+    "format": "npx prettier --write \"**/*.{js,jsx,ts,tsx,json,md}\"",
+    "type-check": "tsc --noEmit --pretty --project tsconfig.json && vite"
   },
   "eslintConfig": {
     "extends": [
@@ -92,27 +96,28 @@
   },
   "proxy": "http://127.0.0.1:7860",
   "devDependencies": {
+    "@playwright/test": "^1.38.0",
     "@swc/cli": "^0.1.62",
-    "@swc/core": "^1.3.62",
+    "@swc/core": "^1.3.80",
     "@tailwindcss/typography": "^0.5.9",
-    "@testing-library/jest-dom": "^5.16.5",
+    "@testing-library/jest-dom": "^5.17.0",
     "@testing-library/react": "^13.4.0",
     "@testing-library/user-event": "^13.5.0",
     "@types/jest": "^27.5.2",
-    "@types/lodash": "^4.14.194",
-    "@types/node": "^16.18.12",
-    "@types/react": "^18.0.28",
-    "@types/react-dom": "^18.0.11",
-    "@types/uuid": "^9.0.1",
-    "@vitejs/plugin-react-swc": "^3.0.0",
-    "autoprefixer": "^10.4.14",
-    "daisyui": "^3.1.1",
-    "postcss": "^8.4.23",
+    "@types/lodash": "^4.14.197",
+    "@types/node": "^16.18.46",
+    "@types/react": "^18.2.21",
+    "@types/react-dom": "^18.2.7",
+    "@types/uuid": "^9.0.2",
+    "@vitejs/plugin-react-swc": "^3.3.2",
+    "autoprefixer": "^10.4.15",
+    "daisyui": "^3.6.3",
+    "postcss": "^8.4.29",
     "prettier": "^2.8.8",
-    "prettier-plugin-organize-imports": "^3.2.2",
+    "prettier-plugin-organize-imports": "^3.2.3",
     "prettier-plugin-tailwindcss": "^0.3.0",
-    "tailwindcss": "^3.3.2",
-    "typescript": "^5.0.2",
-    "vite": "^4.3.9"
+    "tailwindcss": "^3.3.3",
+    "typescript": "^5.2.2",
+    "vite": "^4.4.9"
   }
 }
diff --git a/src/frontend/playwright.config.ts b/src/frontend/playwright.config.ts
new file mode 100644
index 000000000..6af6cb8d7
--- /dev/null
+++ b/src/frontend/playwright.config.ts
@@ -0,0 +1,77 @@
+import { defineConfig, devices } from "@playwright/test";
+
+/**
+ * Read environment variables from file.
+ * https://github.com/motdotla/dotenv
+ */
+// require('dotenv').config();
+
+/**
+ * See https://playwright.dev/docs/test-configuration.
+ */
+export default defineConfig({
+  testDir: "./tests",
+  /* Run tests in files in parallel */
+  fullyParallel: true,
+  /* Fail the build on CI if you accidentally left test.only in the source code. */
+  forbidOnly: !!process.env.CI,
+  /* Retry on CI only */
+  retries: process.env.CI ? 2 : 0,
+  /* Opt out of parallel tests on CI. */
+  workers: process.env.CI ? 1 : undefined,
+  /* Reporter to use. See https://playwright.dev/docs/test-reporters */
+  reporter: "html",
+  /* Shared settings for all the projects below. See https://playwright.dev/docs/api/class-testoptions. */
+  use: {
+    /* Base URL to use in actions like `await page.goto('/')`. */
+    // baseURL: 'http://127.0.0.1:3000',
+
+    /* Collect trace when retrying the failed test. See https://playwright.dev/docs/trace-viewer */
+    trace: "on-first-retry",
+  },
+
+  /* Configure projects for major browsers */
+  projects: [
+    {
+      name: "chromium",
+      use: { ...devices["Desktop Chrome"] },
+    },
+
+    {
+      name: "firefox",
+      use: { ...devices["Desktop Firefox"] },
+    },
+
+    {
+      name: "webkit",
+      use: { ...devices["Desktop Safari"] },
+    },
+
+    /* Test against mobile viewports. */
+    // {
+    //   name: 'Mobile Chrome',
+    //   use: { ...devices['Pixel 5'] },
+    // },
+    // {
+    //   name: 'Mobile Safari',
+    //   use: { ...devices['iPhone 12'] },
+    // },
+
+    /* Test against branded browsers. */
+    // {
+    //   name: 'Microsoft Edge',
+    //   use: { ...devices['Desktop Edge'], channel: 'msedge' },
+    // },
+    // {
+    //   name: 'Google Chrome',
+    //   use: { ...devices['Desktop Chrome'], channel: 'chrome' },
+    // },
+  ],
+
+  /* Run your local dev server before starting the tests */
+  // webServer: {
+  //   command: 'npm run start',
+  //   url: 'http://127.0.0.1:3000',
+  //   reuseExistingServer: !process.env.CI,
+  // },
+});
diff --git a/src/frontend/public/favicon.ico b/src/frontend/public/favicon.ico
index 0612ba9b3..3bc197aa8 100644
Binary files a/src/frontend/public/favicon.ico and b/src/frontend/public/favicon.ico differ
diff --git a/src/frontend/set_proxy.sh b/src/frontend/set_proxy.sh
old mode 100755
new mode 100644
diff --git a/src/frontend/src/App.css b/src/frontend/src/App.css
index be7173d7f..a7a8bad51 100644
--- a/src/frontend/src/App.css
+++ b/src/frontend/src/App.css
@@ -3,45 +3,85 @@
 @tailwind utilities;
 
 .App {
-	text-align: center;
+  text-align: center;
+}
+
+.react-flow__node {
+	width: auto;
+	height: auto;
+	border-radius: auto;
+	min-width: inherit;
 }
 
 .App-logo {
-	height: 40vmin;
-	pointer-events: none;
+  height: 40vmin;
+  pointer-events: none;
 }
 
 @media (prefers-reduced-motion: no-preference) {
-	.App-logo {
-		animation: App-logo-spin infinite 20s linear;
-	}
+  .App-logo {
+    animation: App-logo-spin infinite 20s linear;
+  }
 }
 
 .App-header {
-	background-color: #282c34;
-	min-height: 100vh;
-	display: flex;
-	flex-direction: column;
-	align-items: center;
-	justify-content: center;
-	font-size: calc(10px + 2vmin);
-	color: white;
+  background-color: #282c34;
+  min-height: 100vh;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  font-size: calc(10px + 2vmin);
+  color: white;
 }
 
 .App-link {
-	color: #61dafb;
+  color: #61dafb;
 }
 
 @keyframes App-logo-spin {
-	from {
-		transform: rotate(0deg);
-	}
-	to {
-		transform: rotate(360deg);
-	}
+  from {
+    transform: rotate(0deg);
+  }
+  to {
+    transform: rotate(360deg);
+  }
 }
 
 @font-face {
-	font-family: text-security-disc;
-	src: url("assets/text-security-disc.woff") format("woff");
+  font-family: text-security-disc;
+  src: url("assets/text-security-disc.woff") format("woff");
+}
+
+.json-view {
+  height: 370px !important;
+  background-color: #2c2c2c !important;
+  border-radius: 10px !important;
+  padding: 10px !important;
+}
+
+.jv-indent {
+  overflow-y: auto !important;
+  max-height: 310px !important;
+  border-radius: 10px;
+}
+
+.jv-indent::-webkit-scrollbar {
+  width: 8px !important;
+  height: 8px !important;
+  border-radius: 10px;
+}
+
+.jv-indent::-webkit-scrollbar-track {
+  background-color: #f1f1f1 !important;
+  border-radius: 10px;
+}
+
+.jv-indent::-webkit-scrollbar-thumb {
+  background-color: #ccc !important;
+  border-radius: 999px !important;
+}
+
+.jv-indent::-webkit-scrollbar-thumb:hover {
+  background-color: #bbb !important;
 }
diff --git a/src/frontend/src/App.tsx b/src/frontend/src/App.tsx
index 0088081ae..20f2a18f9 100644
--- a/src/frontend/src/App.tsx
+++ b/src/frontend/src/App.tsx
@@ -1,6 +1,6 @@
 import _ from "lodash";
 import { useContext, useEffect, useState } from "react";
-import { useLocation } from "react-router-dom";
+import { useLocation, useNavigate } from "react-router-dom";
 import "reactflow/dist/style.css";
 import "./App.css";
 
@@ -9,10 +9,16 @@ import ErrorAlert from "./alerts/error";
 import NoticeAlert from "./alerts/notice";
 import SuccessAlert from "./alerts/success";
 import CrashErrorComponent from "./components/CrashErrorComponent";
-import Header from "./components/headerComponent";
+import FetchErrorComponent from "./components/fetchErrorComponent";
+import LoadingComponent from "./components/loadingComponent";
+import {
+  FETCH_ERROR_DESCRIPION,
+  FETCH_ERROR_MESSAGE,
+} from "./constants/constants";
 import { alertContext } from "./contexts/alertContext";
 import { locationContext } from "./contexts/locationContext";
 import { TabsContext } from "./contexts/tabsContext";
+import { typesContext } from "./contexts/typesContext";
 import Router from "./routes";
 
 export default function App() {
@@ -25,6 +31,7 @@ export default function App() {
     setIsStackedOpen(true);
   }, [location.pathname, setCurrent, setIsStackedOpen, setShowSideBar]);
   const { hardReset } = useContext(TabsContext);
+
   const {
     errorData,
     errorOpen,
@@ -35,7 +42,12 @@ export default function App() {
     successData,
     successOpen,
     setSuccessOpen,
+    setErrorData,
+    loading,
+    setLoading,
   } = useContext(alertContext);
+  const navigate = useNavigate();
+  const { fetchError } = useContext(typesContext);
 
   // Initialize state variable for the list of alerts
   const [alertsList, setAlertsList] = useState<
@@ -133,8 +145,22 @@ export default function App() {
         }}
         FallbackComponent={CrashErrorComponent}
       >
-        <Header />
-        <Router />
+        {loading ? (
+          <div className="loading-page-panel">
+            {fetchError ? (
+              <FetchErrorComponent
+                description={FETCH_ERROR_DESCRIPION}
+                message={FETCH_ERROR_MESSAGE}
+              ></FetchErrorComponent>
+            ) : (
+              <LoadingComponent remSize={50} />
+            )}
+          </div>
+        ) : (
+          <>
+            <Router />
+          </>
+        )}
       </ErrorBoundary>
       <div></div>
       <div className="app-div" style={{ zIndex: 999 }}>
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 72c2a8e4d..d8f8fdc14 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -1,8 +1,15 @@
 import { cloneDeep } from "lodash";
-import React, { useContext, useEffect, useRef, useState } from "react";
+import React, {
+  ReactNode,
+  useContext,
+  useEffect,
+  useRef,
+  useState,
+} from "react";
 import { Handle, Position, useUpdateNodeInternals } from "reactflow";
 import ShadTooltip from "../../../../components/ShadTooltipComponent";
 import CodeAreaComponent from "../../../../components/codeAreaComponent";
+import DictComponent from "../../../../components/dictComponent";
 import Dropdown from "../../../../components/dropdownComponent";
 import FloatComponent from "../../../../components/floatComponent";
 import IconComponent from "../../../../components/genericIconComponent";
@@ -10,6 +17,7 @@ import InputComponent from "../../../../components/inputComponent";
 import InputFileComponent from "../../../../components/inputFileComponent";
 import InputListComponent from "../../../../components/inputListComponent";
 import IntComponent from "../../../../components/intComponent";
+import KeypairListComponent from "../../../../components/keypairListComponent";
 import PromptAreaComponent from "../../../../components/promptComponent";
 import TextAreaComponent from "../../../../components/textAreaComponent";
 import ToggleShadComponent from "../../../../components/toggleShadComponent";
@@ -17,7 +25,13 @@ import { TOOLTIP_EMPTY } from "../../../../constants/constants";
 import { TabsContext } from "../../../../contexts/tabsContext";
 import { typesContext } from "../../../../contexts/typesContext";
 import { ParameterComponentType } from "../../../../types/components";
-import { isValidConnection } from "../../../../utils/reactflowUtils";
+import { TabsState } from "../../../../types/tabs";
+import {
+  convertObjToArray,
+  convertValuesToNumbers,
+  hasDuplicateKeys,
+  isValidConnection,
+} from "../../../../utils/reactflowUtils";
 import {
   nodeColors,
   nodeIconsLucide,
@@ -38,15 +52,16 @@ export default function ParameterComponent({
   required = false,
   optionalHandle = null,
   info = "",
-}: ParameterComponentType) {
-  const ref = useRef(null);
-  const refHtml = useRef(null);
-  const infoHtml = useRef(null);
+  showNode,
+}: ParameterComponentType): JSX.Element {
+  const ref = useRef<HTMLDivElement>(null);
+  const refHtml = useRef<HTMLDivElement & ReactNode>(null);
+  const infoHtml = useRef<HTMLDivElement & ReactNode>(null);
   const updateNodeInternals = useUpdateNodeInternals();
   const [position, setPosition] = useState(0);
   const { setTabsState, tabId, save, flows } = useContext(TabsContext);
 
-  const flow = flows.find((f) => f.id === tabId).data?.nodes ?? null;
+  const flow = flows.find((flow) => flow.id === tabId)?.data?.nodes ?? null;
 
   // Update component position
   useEffect(() => {
@@ -62,16 +77,23 @@ export default function ParameterComponent({
 
   const { reactFlowInstance } = useContext(typesContext);
   let disabled =
-    reactFlowInstance?.getEdges().some((e) => e.targetHandle === id) ?? false;
+    reactFlowInstance?.getEdges().some((edge) => edge.targetHandle === id) ??
+    false;
 
   const { data: myData } = useContext(typesContext);
 
-  const handleOnNewValue = (newValue: any) => {
+  const handleOnNewValue = (
+    newValue: string | string[] | boolean | Object[]
+  ): void => {
     let newData = cloneDeep(data);
-    newData.node.template[name].value = newValue;
+    newData.node!.template[name].value = newValue;
     setData(newData);
     // Set state to pending
-    setTabsState((prev) => {
+    //@ts-ignore
+    setTabsState((prev: TabsState) => {
+      if (!prev[tabId]) {
+        return prev;
+      }
       return {
         ...prev,
         [tabId]: {
@@ -84,12 +106,15 @@ export default function ParameterComponent({
     renderTooltips();
   };
 
+  const [errorDuplicateKey, setErrorDuplicateKey] = useState(false);
+
   useEffect(() => {
     if (name === "openai_api_base") console.log(info);
+    // @ts-ignore
     infoHtml.current = (
-      <div className="h-full w-full word-break-break-word">
-        {info.split("\n").map((line, i) => (
-          <p key={i} className="block">
+      <div className="h-full w-full break-words">
+        {info.split("\n").map((line, index) => (
+          <p key={index} className="block">
             {line}
           </p>
         ))}
@@ -98,56 +123,68 @@ export default function ParameterComponent({
   }, [info]);
 
   function renderTooltips() {
-    let groupedObj = groupByFamily(myData, tooltipTitle, left, flow);
+    let groupedObj = groupByFamily(myData, tooltipTitle!, left, flow!);
 
     if (groupedObj && groupedObj.length > 0) {
-      refHtml.current = groupedObj.map((item, i) => {
+      //@ts-ignore
+      //@ts-ignore
+      refHtml.current = groupedObj.map((item, index) => {
         const Icon: any =
           nodeIconsLucide[item.family] ?? nodeIconsLucide["unknown"];
 
         return (
-          <span
-            key={i}
-            className={classNames(
-              i > 0 ? "mt-2 flex items-center" : "flex items-center"
+          <>
+            {index === 0 && (
+              <span>
+                {left
+                  ? "Avaliable input components:"
+                  : "Avaliable output components:"}
+              </span>
             )}
-          >
-            <div
-              className="h-5 w-5"
-              style={{
-                color: nodeColors[item.family],
-              }}
+            <span
+              key={index}
+              className={classNames(
+                index > 0 ? "mt-2 flex items-center" : "mt-3 flex items-center"
+              )}
             >
-              <Icon
+              <div
                 className="h-5 w-5"
-                strokeWidth={1.5}
                 style={{
-                  color: nodeColors[item.family] ?? nodeColors.unknown,
+                  color: nodeColors[item.family],
                 }}
-              />
-            </div>
-            <span className="ps-2 text-xs text-foreground">
-              {nodeNames[item.family] ?? "Other"}
-              <span className="text-xs">
-                {" "}
-                {item.type === "" ? "" : " - "}
-                {item.type.split(", ").length > 2
-                  ? item.type.split(", ").map((el, i) => (
-                      <React.Fragment key={el + i}>
-                        <span>
-                          {i === item.type.split(", ").length - 1
-                            ? el
-                            : (el += `, `)}
-                        </span>
-                      </React.Fragment>
-                    ))
-                  : item.type}
+              >
+                <Icon
+                  className="h-5 w-5"
+                  strokeWidth={1.5}
+                  style={{
+                    color: nodeColors[item.family] ?? nodeColors.unknown,
+                  }}
+                />
+              </div>
+              <span className="ps-2 text-xs text-foreground">
+                {nodeNames[item.family] ?? "Other"}{" "}
+                <span className="text-xs">
+                  {" "}
+                  {item.type === "" ? "" : " - "}
+                  {item.type.split(", ").length > 2
+                    ? item.type.split(", ").map((el, index) => (
+                        <React.Fragment key={el + index}>
+                          <span>
+                            {index === item.type.split(", ").length - 1
+                              ? el
+                              : (el += `, `)}
+                          </span>
+                        </React.Fragment>
+                      ))
+                    : item.type}
+                </span>
               </span>
             </span>
-          </span>
+          </>
         );
       });
     } else {
+      //@ts-ignore
       refHtml.current = <span>{TOOLTIP_EMPTY}</span>;
     }
   }
@@ -156,7 +193,43 @@ export default function ParameterComponent({
     renderTooltips();
   }, [tooltipTitle, flow]);
 
-  return (
+  return !showNode ? (
+    left &&
+    (type === "str" ||
+      type === "bool" ||
+      type === "float" ||
+      type === "code" ||
+      type === "prompt" ||
+      type === "file" ||
+      type === "int") &&
+    !optionalHandle ? (
+      <></>
+    ) : (
+      <ShadTooltip
+        styleClasses={"tooltip-fixed-width custom-scroll nowheel"}
+        delayDuration={0}
+        content={refHtml.current}
+        side={left ? "left" : "right"}
+      >
+        <Handle
+          type={left ? "target" : "source"}
+          position={left ? Position.Left : Position.Right}
+          id={id}
+          isValidConnection={(connection) =>
+            isValidConnection(connection, reactFlowInstance!)
+          }
+          className={classNames(
+            left ? "my-12 -ml-0.5 " : " my-12 -mr-0.5 ",
+            "h-3 w-3 rounded-full border-2 bg-background"
+          )}
+          style={{
+            borderColor: color,
+            top: position,
+          }}
+        ></Handle>
+      </ShadTooltip>
+    )
+  ) : (
     <div
       ref={ref}
       className="mt-1 flex w-full flex-wrap items-center justify-between bg-muted px-5 py-2"
@@ -192,6 +265,8 @@ export default function ParameterComponent({
           type === "code" ||
           type === "prompt" ||
           type === "file" ||
+          type === "dict" ||
+          type === "NestedDict" ||
           type === "int") &&
         !optionalHandle ? (
           <></>
@@ -207,7 +282,7 @@ export default function ParameterComponent({
               position={left ? Position.Left : Position.Right}
               id={id}
               isValidConnection={(connection) =>
-                isValidConnection(connection, reactFlowInstance)
+                isValidConnection(connection, reactFlowInstance!)
               }
               className={classNames(
                 left ? "-ml-0.5 " : "-mr-0.5 ",
@@ -223,9 +298,9 @@ export default function ParameterComponent({
 
         {left === true &&
         type === "str" &&
-        !data.node.template[name].options ? (
+        !data.node?.template[name].options ? (
           <div className="mt-2 w-full">
-            {data.node.template[name].list ? (
+            {data.node?.template[name].list ? (
               <InputListComponent
                 disabled={disabled}
                 value={
@@ -236,7 +311,7 @@ export default function ParameterComponent({
                 }
                 onChange={handleOnNewValue}
               />
-            ) : data.node.template[name].multiline ? (
+            ) : data.node?.template[name].multiline ? (
               <TextAreaComponent
                 disabled={disabled}
                 value={data.node.template[name].value ?? ""}
@@ -245,8 +320,8 @@ export default function ParameterComponent({
             ) : (
               <InputComponent
                 disabled={disabled}
-                password={data.node.template[name].password ?? false}
-                value={data.node.template[name].value ?? ""}
+                password={data.node?.template[name].password ?? false}
+                value={data.node?.template[name].value ?? ""}
                 onChange={handleOnNewValue}
               />
             )}
@@ -255,9 +330,9 @@ export default function ParameterComponent({
           <div className="mt-2 w-full">
             <ToggleShadComponent
               disabled={disabled}
-              enabled={data.node.template[name].value ?? false}
-              setEnabled={(t) => {
-                handleOnNewValue(t);
+              enabled={data.node?.template[name].value ?? false}
+              setEnabled={(isEnabled) => {
+                handleOnNewValue(isEnabled);
               }}
               size="large"
             />
@@ -266,13 +341,13 @@ export default function ParameterComponent({
           <div className="mt-2 w-full">
             <FloatComponent
               disabled={disabled}
-              value={data.node.template[name].value ?? ""}
+              value={data.node?.template[name].value ?? ""}
               onChange={handleOnNewValue}
             />
           </div>
         ) : left === true &&
           type === "str" &&
-          data.node.template[name].options ? (
+          data.node?.template[name].options ? (
           <div className="mt-2 w-full">
             <Dropdown
               options={data.node.template[name].options}
@@ -283,13 +358,13 @@ export default function ParameterComponent({
         ) : left === true && type === "code" ? (
           <div className="mt-2 w-full">
             <CodeAreaComponent
-              dynamic={data.node.template[name].dynamic ?? false}
+              dynamic={data.node?.template[name].dynamic ?? false}
               setNodeClass={(nodeClass) => {
                 data.node = nodeClass;
               }}
               nodeClass={data.node}
               disabled={disabled}
-              value={data.node.template[name].value ?? ""}
+              value={data.node?.template[name].value ?? ""}
               onChange={handleOnNewValue}
             />
           </div>
@@ -297,12 +372,12 @@ export default function ParameterComponent({
           <div className="mt-2 w-full">
             <InputFileComponent
               disabled={disabled}
-              value={data.node.template[name].value ?? ""}
+              value={data.node?.template[name].value ?? ""}
               onChange={handleOnNewValue}
-              fileTypes={data.node.template[name].fileTypes}
-              suffixes={data.node.template[name].suffixes}
-              onFileChange={(t: string) => {
-                data.node.template[name].file_path = t;
+              fileTypes={data.node?.template[name].fileTypes}
+              suffixes={data.node?.template[name].suffixes}
+              onFileChange={(filePath: string) => {
+                data.node!.template[name].file_path = filePath;
                 save();
               }}
             ></InputFileComponent>
@@ -311,7 +386,7 @@ export default function ParameterComponent({
           <div className="mt-2 w-full">
             <IntComponent
               disabled={disabled}
-              value={data.node.template[name].value ?? ""}
+              value={data.node?.template[name].value ?? ""}
               onChange={handleOnNewValue}
             />
           </div>
@@ -321,11 +396,52 @@ export default function ParameterComponent({
               field_name={name}
               setNodeClass={(nodeClass) => {
                 data.node = nodeClass;
+                const clone = cloneDeep(data);
+                clone.node = nodeClass;
+                setData(clone);
               }}
               nodeClass={data.node}
               disabled={disabled}
-              value={data.node.template[name].value ?? ""}
-              onChange={handleOnNewValue}
+              value={data.node?.template[name].value ?? ""}
+              onChange={(e) => {
+                handleOnNewValue(e);
+              }}
+            />
+          </div>
+        ) : left === true && type === "NestedDict" ? (
+          <div className="mt-2 w-full">
+            <DictComponent
+              disabled={disabled}
+              editNode={false}
+              value={
+                data.node!.template[name].value ?? {
+                  yourkey: "value",
+                }
+              }
+              onChange={(newValue) => {
+                data.node!.template[name].value = newValue;
+                handleOnNewValue(newValue);
+              }}
+            />
+          </div>
+        ) : left === true && type === "dict" ? (
+          <div className="mt-2 w-full">
+            <KeypairListComponent
+              disabled={disabled}
+              editNode={false}
+              value={
+                data.node!.template[name].value?.length === 0 ||
+                !data.node!.template[name].value
+                  ? [{ "": "" }]
+                  : convertObjToArray(data.node!.template[name].value)
+              }
+              duplicateKey={errorDuplicateKey}
+              onChange={(newValue) => {
+                const valueToNumbers = convertValuesToNumbers(newValue);
+                data.node!.template[name].value = valueToNumbers;
+                setErrorDuplicateKey(hasDuplicateKeys(valueToNumbers));
+                handleOnNewValue(valueToNumbers);
+              }}
             />
           </div>
         ) : (
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index d72e46d23..74547dfa8 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -8,6 +8,7 @@ import { useSSE } from "../../contexts/SSEContext";
 import { TabsContext } from "../../contexts/tabsContext";
 import { typesContext } from "../../contexts/typesContext";
 import NodeToolbarComponent from "../../pages/FlowPage/components/nodeToolbarComponent";
+import { validationStatusType } from "../../types/components";
 import { NodeDataType } from "../../types/flow";
 import { cleanEdges } from "../../utils/reactflowUtils";
 import { nodeColors, nodeIconsLucide } from "../../utils/styleUtils";
@@ -20,13 +21,51 @@ export default function GenericNode({
 }: {
   data: NodeDataType;
   selected: boolean;
-}) {
+}): JSX.Element {
   const [data, setData] = useState(olddata);
   const { updateFlow, flows, tabId } = useContext(TabsContext);
   const updateNodeInternals = useUpdateNodeInternals();
   const { types, deleteNode, reactFlowInstance } = useContext(typesContext);
   const name = nodeIconsLucide[data.type] ? data.type : types[data.type];
-  const [validationStatus, setValidationStatus] = useState(null);
+  const [validationStatus, setValidationStatus] =
+    useState<validationStatusType | null>(null);
+  const [showNode, setShowNode] = useState<boolean>(true);
+  const [handles, setHandles] = useState<boolean[] | []>([]);
+  let numberOfInputs: boolean[] = [];
+
+  function countHandles(): void {
+    numberOfInputs = Object.keys(data.node!.template)
+      .filter((templateField) => templateField.charAt(0) !== "_")
+      .map((templateCamp) => {
+        const { template } = data.node!;
+        if (template[templateCamp].input_types) return true;
+        if (!template[templateCamp].show) return false;
+        switch (template[templateCamp].type) {
+          case "str":
+            return false;
+          case "bool":
+            return false;
+          case "float":
+            return false;
+          case "code":
+            return false;
+          case "prompt":
+            return false;
+          case "file":
+            return false;
+          case "int":
+            return false;
+          default:
+            return true;
+        }
+      });
+    setHandles(numberOfInputs);
+  }
+
+  useEffect(() => {
+    countHandles();
+  }, []);
+
   // State for outline color
   const { sseData, isBuilding } = useSSE();
   useEffect(() => {
@@ -41,15 +80,22 @@ export default function GenericNode({
           nodes: flow.data.nodes,
         },
         updateEdge: (edge) => {
-          flow.data.edges = edge;
+          flow.data!.edges = edge;
           reactFlowInstance.setEdges(edge);
           updateNodeInternals(data.id);
         },
       });
       updateFlow(flow);
     }
+    countHandles();
   }, [data]);
 
+  useEffect(() => {
+    setTimeout(() => {
+      updateNodeInternals(data.id);
+    }, 300);
+  }, [showNode]);
+
   // New useEffect to watch for changes in sseData and update validation status
   useEffect(() => {
     const relevantData = sseData[data.id];
@@ -68,174 +114,325 @@ export default function GenericNode({
           data={data}
           setData={setData}
           deleteNode={deleteNode}
+          setShowNode={setShowNode}
+          numberOfHandles={handles}
+          showNode={showNode}
         ></NodeToolbarComponent>
       </NodeToolbar>
 
       <div
         className={classNames(
           selected ? "border border-ring" : "border",
+          " transition-transform ",
+          showNode
+            ? " w-96 scale-100 transform rounded-lg duration-500 ease-in-out "
+            : " transform-width w-26 h-26 scale-90 transform rounded-full duration-500 ",
           "generic-node-div"
         )}
       >
-        {data.node.beta && (
+        {data.node?.beta && showNode && (
           <div className="beta-badge-wrapper">
             <div className="beta-badge-content">BETA</div>
           </div>
         )}
-        <div className="generic-node-div-title">
-          <div className="generic-node-title-arrangement">
-            <IconComponent
-              name={name}
-              className="generic-node-icon"
-              iconColor={`${nodeColors[types[data.type]]}`}
-            />
-            <div className="generic-node-tooltip-div">
-              <ShadTooltip content={data.node.display_name}>
-                <div className="generic-node-tooltip-div text-primary">
-                  {data.node.display_name}
-                </div>
-              </ShadTooltip>
-            </div>
-          </div>
-          <div className="round-button-div">
-            <div>
-              <Tooltip
-                title={
-                  isBuilding ? (
-                    <span>Building...</span>
-                  ) : !validationStatus ? (
-                    <span className="flex">
-                      Build{" "}
-                      <IconComponent
-                        name="Zap"
-                        className="mx-0.5 h-5 fill-build-trigger stroke-build-trigger stroke-1"
-                      />{" "}
-                      flow to validate status.
-                    </span>
-                  ) : (
-                    <div className="max-h-96 overflow-auto">
-                      {typeof validationStatus.params === "string"
-                        ? validationStatus.params
-                            .split("\n")
-                            .map((line, index) => <div key={index}>{line}</div>)
-                        : ""}
-                    </div>
-                  )
-                }
-              >
-                <div className="generic-node-status-position">
-                  <div
-                    className={classNames(
-                      validationStatus && validationStatus.valid
-                        ? "green-status"
-                        : "status-build-animation",
-                      "status-div"
-                    )}
-                  ></div>
-                  <div
-                    className={classNames(
-                      validationStatus && !validationStatus.valid
-                        ? "red-status"
-                        : "status-build-animation",
-                      "status-div"
-                    )}
-                  ></div>
-                  <div
-                    className={classNames(
-                      !validationStatus || isBuilding
-                        ? "yellow-status"
-                        : "status-build-animation",
-                      "status-div"
-                    )}
-                  ></div>
-                </div>
-              </Tooltip>
-            </div>
-          </div>
-        </div>
-
-        <div className="generic-node-desc">
-          <div className="generic-node-desc-text">{data.node.description}</div>
-
-          <>
-            {Object.keys(data.node.template)
-              .filter((t) => t.charAt(0) !== "_")
-              .map((t: string, idx) => (
-                <div key={idx}>
-                  {data.node.template[t].show &&
-                  !data.node.template[t].advanced ? (
-                    <ParameterComponent
-                      key={
-                        (data.node.template[t].input_types?.join(";") ??
-                          data.node.template[t].type) +
-                        "|" +
-                        t +
-                        "|" +
-                        data.id
-                      }
-                      data={data}
-                      setData={setData}
-                      color={
-                        nodeColors[types[data.node.template[t].type]] ??
-                        nodeColors[data.node.template[t].type] ??
-                        nodeColors.unknown
-                      }
-                      title={
-                        data.node.template[t].display_name
-                          ? data.node.template[t].display_name
-                          : data.node.template[t].name
-                          ? toTitleCase(data.node.template[t].name)
-                          : toTitleCase(t)
-                      }
-                      info={data.node.template[t].info}
-                      name={t}
-                      tooltipTitle={
-                        data.node.template[t].input_types?.join("\n") ??
-                        data.node.template[t].type
-                      }
-                      required={data.node.template[t].required}
-                      id={
-                        (data.node.template[t].input_types?.join(";") ??
-                          data.node.template[t].type) +
-                        "|" +
-                        t +
-                        "|" +
-                        data.id
-                      }
-                      left={true}
-                      type={data.node.template[t].type}
-                      optionalHandle={data.node.template[t].input_types}
-                    />
-                  ) : (
-                    <></>
-                  )}
-                </div>
-              ))}
+        <div>
+          <div
+            className={
+              "generic-node-div-title " +
+              (!showNode
+                ? " relative h-24 w-24 rounded-full "
+                : " justify-between rounded-t-lg ")
+            }
+          >
             <div
-              className={classNames(
-                Object.keys(data.node.template).length < 1 ? "hidden" : "",
-                "flex-max-width justify-center"
-              )}
-            >
-              {" "}
-            </div>
-            <ParameterComponent
-              key={[data.type, data.id, ...data.node.base_classes].join("|")}
-              data={data}
-              setData={setData}
-              color={nodeColors[types[data.type]] ?? nodeColors.unknown}
-              title={
-                data.node.output_types && data.node.output_types.length > 0
-                  ? data.node.output_types.join("|")
-                  : data.type
+              className={
+                "generic-node-title-arrangement rounded-full" +
+                (!showNode && "justify-center")
               }
-              tooltipTitle={data.node.base_classes.join("\n")}
-              id={[data.type, data.id, ...data.node.base_classes].join("|")}
-              type={data.node.base_classes.join("|")}
-              left={false}
-            />
-          </>
+            >
+              <IconComponent
+                name={name}
+                className={
+                  "generic-node-icon " +
+                  (!showNode && "absolute inset-x-6 h-12 w-12")
+                }
+                iconColor={`${nodeColors[types[data.type]]}`}
+              />
+              {showNode && (
+                <div className="generic-node-tooltip-div">
+                  <ShadTooltip content={data.node?.display_name}>
+                    <div className="generic-node-tooltip-div text-primary">
+                      {data.node?.display_name}
+                    </div>
+                  </ShadTooltip>
+                </div>
+              )}
+            </div>
+            <div>
+              {!showNode && (
+                <>
+                  {Object.keys(data.node!.template)
+                    .filter((templateField) => templateField.charAt(0) !== "_")
+                    .map(
+                      (templateField: string, idx) =>
+                        data.node!.template[templateField].show &&
+                        !data.node!.template[templateField].advanced && (
+                          <ParameterComponent
+                            key={
+                              (data.node!.template[
+                                templateField
+                              ].input_types?.join(";") ??
+                                data.node!.template[templateField].type) +
+                              "|" +
+                              templateField +
+                              "|" +
+                              data.id
+                            }
+                            data={data}
+                            setData={setData}
+                            color={
+                              nodeColors[
+                                types[data.node?.template[templateField].type!]
+                              ] ??
+                              nodeColors[
+                                data.node?.template[templateField].type!
+                              ] ??
+                              nodeColors.unknown
+                            }
+                            title={
+                              data.node?.template[templateField].display_name
+                                ? data.node.template[templateField].display_name
+                                : data.node?.template[templateField].name
+                                ? toTitleCase(
+                                    data.node.template[templateField].name
+                                  )
+                                : toTitleCase(templateField)
+                            }
+                            info={data.node?.template[templateField].info}
+                            name={templateField}
+                            tooltipTitle={
+                              data.node?.template[
+                                templateField
+                              ].input_types?.join("\n") ??
+                              data.node?.template[templateField].type
+                            }
+                            required={
+                              data.node?.template[templateField].required
+                            }
+                            id={
+                              (data.node?.template[
+                                templateField
+                              ].input_types?.join(";") ??
+                                data.node?.template[templateField].type) +
+                              "|" +
+                              templateField +
+                              "|" +
+                              data.id
+                            }
+                            left={true}
+                            type={data.node?.template[templateField].type}
+                            optionalHandle={
+                              data.node?.template[templateField].input_types
+                            }
+                            showNode={showNode}
+                          />
+                        )
+                    )}
+                  <ParameterComponent
+                    key={[data.type, data.id, ...data.node!.base_classes].join(
+                      "|"
+                    )}
+                    data={data}
+                    setData={setData}
+                    color={nodeColors[types[data.type]] ?? nodeColors.unknown}
+                    title={
+                      data.node?.output_types &&
+                      data.node.output_types.length > 0
+                        ? data.node.output_types.join("|")
+                        : data.type
+                    }
+                    tooltipTitle={data.node?.base_classes.join("\n")}
+                    id={[data.type, data.id, ...data.node!.base_classes].join(
+                      "|"
+                    )}
+                    type={data.node?.base_classes.join("|")}
+                    left={false}
+                    showNode={showNode}
+                  />
+                </>
+              )}
+            </div>
+
+            {showNode && (
+              <div className="round-button-div">
+                <div>
+                  <Tooltip
+                    title={
+                      isBuilding ? (
+                        <span>Building...</span>
+                      ) : !validationStatus ? (
+                        <span className="flex">
+                          Build{" "}
+                          <IconComponent
+                            name="Zap"
+                            className="mx-0.5 h-5 fill-build-trigger stroke-build-trigger stroke-1"
+                          />{" "}
+                          flow to validate status.
+                        </span>
+                      ) : (
+                        <div className="max-h-96 overflow-auto">
+                          {typeof validationStatus.params === "string"
+                            ? validationStatus.params
+                                .split("\n")
+                                .map((line: string, index: number) => (
+                                  <div key={index}>{line}</div>
+                                ))
+                            : ""}
+                        </div>
+                      )
+                    }
+                  >
+                    <div className="generic-node-status-position">
+                      <div
+                        className={classNames(
+                          validationStatus && validationStatus.valid
+                            ? "green-status"
+                            : "status-build-animation",
+                          "status-div"
+                        )}
+                      ></div>
+                      <div
+                        className={classNames(
+                          validationStatus && !validationStatus.valid
+                            ? "red-status"
+                            : "status-build-animation",
+                          "status-div"
+                        )}
+                      ></div>
+                      <div
+                        className={classNames(
+                          !validationStatus || isBuilding
+                            ? "yellow-status"
+                            : "status-build-animation",
+                          "status-div"
+                        )}
+                      ></div>
+                    </div>
+                  </Tooltip>
+                </div>
+              </div>
+            )}
+          </div>
         </div>
+
+        {showNode && (
+          <div
+            className={
+              showNode
+                ? "generic-node-desc " +
+                  (data.node?.description !== "" && showNode ? "py-5" : "pb-5")
+                : ""
+            }
+          >
+            {data.node?.description !== "" && showNode && (
+              <div className="generic-node-desc-text">
+                {data.node?.description}
+              </div>
+            )}
+
+            <>
+              {Object.keys(data.node!.template)
+                .filter((templateField) => templateField.charAt(0) !== "_")
+                .map((templateField: string, idx) => (
+                  <div key={idx}>
+                    {data.node!.template[templateField].show &&
+                    !data.node!.template[templateField].advanced ? (
+                      <ParameterComponent
+                        key={
+                          (data.node!.template[templateField].input_types?.join(
+                            ";"
+                          ) ?? data.node!.template[templateField].type) +
+                          "|" +
+                          templateField +
+                          "|" +
+                          data.id
+                        }
+                        data={data}
+                        setData={setData}
+                        color={
+                          nodeColors[
+                            types[data.node?.template[templateField].type!]
+                          ] ??
+                          nodeColors[
+                            data.node?.template[templateField].type!
+                          ] ??
+                          nodeColors.unknown
+                        }
+                        title={
+                          data.node?.template[templateField].display_name
+                            ? data.node.template[templateField].display_name
+                            : data.node?.template[templateField].name
+                            ? toTitleCase(
+                                data.node.template[templateField].name
+                              )
+                            : toTitleCase(templateField)
+                        }
+                        info={data.node?.template[templateField].info}
+                        name={templateField}
+                        tooltipTitle={
+                          data.node?.template[templateField].input_types?.join(
+                            "\n"
+                          ) ?? data.node?.template[templateField].type
+                        }
+                        required={data.node?.template[templateField].required}
+                        id={
+                          (data.node?.template[templateField].input_types?.join(
+                            ";"
+                          ) ?? data.node?.template[templateField].type) +
+                          "|" +
+                          templateField +
+                          "|" +
+                          data.id
+                        }
+                        left={true}
+                        type={data.node?.template[templateField].type}
+                        optionalHandle={
+                          data.node?.template[templateField].input_types
+                        }
+                        showNode={showNode}
+                      />
+                    ) : (
+                      <></>
+                    )}
+                  </div>
+                ))}
+              <div
+                className={classNames(
+                  Object.keys(data.node!.template).length < 1 ? "hidden" : "",
+                  "flex-max-width justify-center"
+                )}
+              >
+                {" "}
+              </div>
+              <ParameterComponent
+                key={[data.type, data.id, ...data.node!.base_classes].join("|")}
+                data={data}
+                setData={setData}
+                color={nodeColors[types[data.type]] ?? nodeColors.unknown}
+                title={
+                  data.node?.output_types && data.node.output_types.length > 0
+                    ? data.node.output_types.join("|")
+                    : data.type
+                }
+                tooltipTitle={data.node?.base_classes.join("\n")}
+                id={[data.type, data.id, ...data.node!.base_classes].join("|")}
+                type={data.node?.base_classes.join("|")}
+                left={false}
+                showNode={showNode}
+              />
+            </>
+          </div>
+        )}
       </div>
     </>
   );
diff --git a/src/frontend/src/alerts/alertDropDown/components/singleAlertComponent/index.tsx b/src/frontend/src/alerts/alertDropDown/components/singleAlertComponent/index.tsx
index ca15abc86..1d74f11a0 100644
--- a/src/frontend/src/alerts/alertDropDown/components/singleAlertComponent/index.tsx
+++ b/src/frontend/src/alerts/alertDropDown/components/singleAlertComponent/index.tsx
@@ -7,7 +7,7 @@ import { SingleAlertComponentType } from "../../../../types/alerts";
 export default function SingleAlert({
   dropItem,
   removeAlert,
-}: SingleAlertComponentType) {
+}: SingleAlertComponentType): JSX.Element {
   const [show, setShow] = useState(true);
   const type = dropItem.type;
 
diff --git a/src/frontend/src/alerts/alertDropDown/index.tsx b/src/frontend/src/alerts/alertDropDown/index.tsx
index 90838d693..4bd7486bd 100644
--- a/src/frontend/src/alerts/alertDropDown/index.tsx
+++ b/src/frontend/src/alerts/alertDropDown/index.tsx
@@ -9,7 +9,9 @@ import { alertContext } from "../../contexts/alertContext";
 import { AlertDropdownType } from "../../types/alerts";
 import SingleAlert from "./components/singleAlertComponent";
 
-export default function AlertDropdown({ children }: AlertDropdownType) {
+export default function AlertDropdown({
+  children,
+}: AlertDropdownType): JSX.Element {
   const {
     notificationList,
     clearNotificationList,
@@ -22,9 +24,9 @@ export default function AlertDropdown({ children }: AlertDropdownType) {
   return (
     <Popover
       open={open}
-      onOpenChange={(k) => {
-        setOpen(k);
-        if (k) setNotificationCenter(false);
+      onOpenChange={(target) => {
+        setOpen(target);
+        if (target) setNotificationCenter(false);
       }}
     >
       <PopoverTrigger>{children}</PopoverTrigger>
diff --git a/src/frontend/src/alerts/error/index.tsx b/src/frontend/src/alerts/error/index.tsx
index 2b898f58a..eb626df2f 100644
--- a/src/frontend/src/alerts/error/index.tsx
+++ b/src/frontend/src/alerts/error/index.tsx
@@ -8,7 +8,7 @@ export default function ErrorAlert({
   list = [],
   id,
   removeAlert,
-}: ErrorAlertType) {
+}: ErrorAlertType): JSX.Element {
   const [show, setShow] = useState(true);
   useEffect(() => {
     if (show) {
diff --git a/src/frontend/src/alerts/hooks/useOnClickOutside/index.ts b/src/frontend/src/alerts/hooks/useOnClickOutside/index.ts
index 249133d96..e11fd6cd5 100644
--- a/src/frontend/src/alerts/hooks/useOnClickOutside/index.ts
+++ b/src/frontend/src/alerts/hooks/useOnClickOutside/index.ts
@@ -2,7 +2,7 @@ import { useEffect } from "react";
 
 export function useOnClickOutside(ref, handler) {
   useEffect(() => {
-    const listener = (event) => {
+    const listener = (event: Event) => {
       // Do nothing if clicking ref's element or its children
       if (!ref.current || ref.current.contains(event.target)) {
         return;
diff --git a/src/frontend/src/alerts/notice/index.tsx b/src/frontend/src/alerts/notice/index.tsx
index 1acd5c898..624535ce1 100644
--- a/src/frontend/src/alerts/notice/index.tsx
+++ b/src/frontend/src/alerts/notice/index.tsx
@@ -9,7 +9,7 @@ export default function NoticeAlert({
   link = "",
   id,
   removeAlert,
-}: NoticeAlertType) {
+}: NoticeAlertType): JSX.Element {
   const [show, setShow] = useState(true);
   useEffect(() => {
     if (show) {
diff --git a/src/frontend/src/alerts/success/index.tsx b/src/frontend/src/alerts/success/index.tsx
index 5cb89b530..6d82b51e5 100644
--- a/src/frontend/src/alerts/success/index.tsx
+++ b/src/frontend/src/alerts/success/index.tsx
@@ -7,7 +7,7 @@ export default function SuccessAlert({
   title,
   id,
   removeAlert,
-}: SuccessAlertType) {
+}: SuccessAlertType): JSX.Element {
   const [show, setShow] = useState(true);
   useEffect(() => {
     if (show) {
diff --git a/src/frontend/src/components/AccordionComponent/index.tsx b/src/frontend/src/components/AccordionComponent/index.tsx
index 7212e6a1b..e00932c76 100644
--- a/src/frontend/src/components/AccordionComponent/index.tsx
+++ b/src/frontend/src/components/AccordionComponent/index.tsx
@@ -12,12 +12,12 @@ export default function AccordionComponent({
   children,
   open = [],
   keyValue,
-}: AccordionComponentType) {
+}: AccordionComponentType): JSX.Element {
   const [value, setValue] = useState(
     open.length === 0 ? "" : getOpenAccordion()
   );
 
-  function getOpenAccordion() {
+  function getOpenAccordion(): string {
     let value = "";
     open.forEach((el) => {
       if (el == trigger) {
@@ -28,8 +28,8 @@ export default function AccordionComponent({
     return value;
   }
 
-  function handleClick() {
-    value === "" ? setValue(keyValue) : setValue("");
+  function handleClick(): void {
+    value === "" ? setValue(keyValue!) : setValue("");
   }
 
   return (
@@ -40,7 +40,7 @@ export default function AccordionComponent({
         value={value}
         onValueChange={setValue}
       >
-        <AccordionItem value={keyValue} className="border-b">
+        <AccordionItem value={keyValue!} className="border-b">
           <AccordionTrigger
             onClick={() => {
               handleClick();
diff --git a/src/frontend/src/components/CrashErrorComponent/index.tsx b/src/frontend/src/components/CrashErrorComponent/index.tsx
index fd7d22c36..f5018f885 100644
--- a/src/frontend/src/components/CrashErrorComponent/index.tsx
+++ b/src/frontend/src/components/CrashErrorComponent/index.tsx
@@ -1,4 +1,9 @@
-export default function CrashErrorComponent({ error, resetErrorBoundary }) {
+import { crashComponentPropsType } from "../../types/components";
+
+export default function CrashErrorComponent({
+  error,
+  resetErrorBoundary,
+}: crashComponentPropsType): JSX.Element {
   return (
     <div className="fixed left-0 top-0 z-50 flex h-full w-full items-center justify-center bg-foreground bg-opacity-50">
       <div className="flex h-1/3 min-h-fit max-w-4xl flex-col justify-evenly rounded-lg bg-background p-8 text-start shadow-lg">
diff --git a/src/frontend/src/components/DropdownButtonComponent/index.tsx b/src/frontend/src/components/DropdownButtonComponent/index.tsx
new file mode 100644
index 000000000..784a08528
--- /dev/null
+++ b/src/frontend/src/components/DropdownButtonComponent/index.tsx
@@ -0,0 +1,65 @@
+import { useState } from "react";
+import { dropdownButtonPropsType } from "../../types/components";
+import IconComponent from "../genericIconComponent";
+import { Button } from "../ui/button";
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuTrigger,
+} from "../ui/dropdown-menu";
+
+export default function DropdownButton({
+  firstButtonName,
+  onFirstBtnClick,
+  options,
+}: dropdownButtonPropsType): JSX.Element {
+  const [showOptions, setShowOptions] = useState<boolean>(false);
+
+  return (
+    <div>
+      <DropdownMenu open={showOptions}>
+        <DropdownMenuTrigger asChild>
+          <Button
+            variant="primary"
+            className="relative pr-10"
+            onClick={(event) => {
+              event.stopPropagation();
+              event.preventDefault();
+              onFirstBtnClick();
+            }}
+          >
+            {firstButtonName}
+            <div
+              className="absolute right-2 items-center text-muted-foreground"
+              onClick={(event) => {
+                event.stopPropagation();
+                event.preventDefault();
+                setShowOptions(!showOptions);
+              }}
+            >
+              {!showOptions ? (
+                <IconComponent name="ChevronDown" />
+              ) : (
+                <IconComponent name="ChevronUp" />
+              )}
+            </div>
+          </Button>
+        </DropdownMenuTrigger>
+        <DropdownMenuContent
+          onPointerDownOutside={(event) => {
+            event.stopPropagation();
+            event.preventDefault();
+            setShowOptions(!showOptions);
+          }}
+        >
+          {options.map(({ name, onBtnClick }, index) => (
+            <DropdownMenuItem onClick={onBtnClick} key={index}>
+              {name}
+            </DropdownMenuItem>
+          ))}
+        </DropdownMenuContent>
+      </DropdownMenu>
+    </div>
+  );
+}
diff --git a/src/frontend/src/components/EditFlowSettingsComponent/index.tsx b/src/frontend/src/components/EditFlowSettingsComponent/index.tsx
index 6504c2b4e..b939b4f07 100644
--- a/src/frontend/src/components/EditFlowSettingsComponent/index.tsx
+++ b/src/frontend/src/components/EditFlowSettingsComponent/index.tsx
@@ -3,19 +3,8 @@ import { Input } from "../../components/ui/input";
 import { Label } from "../../components/ui/label";
 import { Textarea } from "../../components/ui/textarea";
 import { readFlowsFromDatabase } from "../../controllers/API";
-
-type InputProps = {
-  name: string | null;
-  description: string | null;
-  maxLength?: number;
-  flows: Array<{ id: string; name: string; description: string }>;
-  tabId: string;
-  invalidName: boolean;
-  setInvalidName: (invalidName: boolean) => void;
-  setName: (name: string) => void;
-  setDescription: (description: string) => void;
-  updateFlow: (flow: { id: string; name: string }) => void;
-};
+import { InputProps } from "../../types/components";
+import { FlowType } from "../../types/flow";
 
 export const EditFlowSettings: React.FC<InputProps> = ({
   name,
@@ -27,13 +16,12 @@ export const EditFlowSettings: React.FC<InputProps> = ({
   tabId,
   setName,
   setDescription,
-  updateFlow,
-}) => {
+}: InputProps): JSX.Element => {
   const [isMaxLength, setIsMaxLength] = useState(false);
-  const nameLists = useRef([]);
+  const nameLists = useRef<string[]>([]);
   useEffect(() => {
     readFlowsFromDatabase().then((flows) => {
-      flows.forEach((flow) => {
+      flows.forEach((flow: FlowType) => {
         nameLists.current.push(flow.name);
       });
     });
@@ -46,21 +34,22 @@ export const EditFlowSettings: React.FC<InputProps> = ({
     } else {
       setIsMaxLength(false);
     }
+    if (invalidName !== undefined) {
+      if (!nameLists.current.includes(value)) {
+        setInvalidName(false);
+      } else {
+        setInvalidName(true);
+      }
+    }
     if (!nameLists.current.includes(value)) {
-      setInvalidName(false);
+      setInvalidName!(false);
     } else {
-      setInvalidName(true);
+      setInvalidName!(true);
     }
     setName(value);
   };
 
-  const [desc, setDesc] = useState(
-    flows.find((f) => f.id === tabId).description
-  );
-
   const handleDescriptionChange = (event: ChangeEvent<HTMLTextAreaElement>) => {
-    flows.find((f) => f.id === tabId).description = event.target.value;
-    setDesc(flows.find((f) => f.id === tabId).description);
     setDescription(event.target.value);
   };
 
@@ -96,7 +85,7 @@ export const EditFlowSettings: React.FC<InputProps> = ({
           name="description"
           id="description"
           onChange={handleDescriptionChange}
-          value={desc}
+          value={description}
           placeholder="Flow description"
           className="mt-2 max-h-[100px] font-normal"
           rows={3}
diff --git a/src/frontend/src/components/PaginatorComponent/index.tsx b/src/frontend/src/components/PaginatorComponent/index.tsx
new file mode 100644
index 000000000..fa759a8bb
--- /dev/null
+++ b/src/frontend/src/components/PaginatorComponent/index.tsx
@@ -0,0 +1,111 @@
+import { useEffect, useState } from "react";
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "../../components/ui/select";
+import { PaginatorComponentType } from "../../types/components";
+import IconComponent from "../genericIconComponent";
+import { Button } from "../ui/button";
+
+export default function PaginatorComponent({
+  pageSize = 10,
+  pageIndex = 1,
+  rowsCount = [10, 20, 50, 100],
+  totalRowsCount = 0,
+  paginate,
+}: PaginatorComponentType) {
+  const [size, setPageSize] = useState(pageSize);
+  const [maxIndex, setMaxPageIndex] = useState(
+    Math.ceil(totalRowsCount / pageSize)
+  );
+
+  useEffect(() => {
+    setMaxPageIndex(Math.ceil(totalRowsCount / size));
+  }, [totalRowsCount]);
+
+  return (
+    <>
+      <div className="flex items-center justify-between px-2">
+        <div className="flex-1 text-sm text-muted-foreground"></div>
+        <div className="flex items-center space-x-6 lg:space-x-8">
+          <div className="flex items-center space-x-2">
+            <p className="text-sm font-medium">Rows per page</p>
+            <Select
+              onValueChange={(pageSize: string) => {
+                setPageSize(Number(pageSize));
+                setMaxPageIndex(Math.ceil(totalRowsCount / Number(pageSize)));
+                paginate(Number(pageSize), 1);
+              }}
+              value={pageSize.toString()}
+            >
+              <SelectTrigger className="w-[100px]">
+                <SelectValue placeholder="10" />
+              </SelectTrigger>
+              <SelectContent>
+                {rowsCount.map((item, i) => (
+                  <SelectItem key={i} value={item.toString()}>
+                    {item}
+                  </SelectItem>
+                ))}
+              </SelectContent>
+            </Select>
+          </div>
+          <div className="flex w-[100px] items-center justify-center text-sm font-medium">
+            Page {pageIndex} of {maxIndex}
+          </div>
+          <div className="flex items-center space-x-2">
+            <Button
+              disabled={pageIndex <= 1}
+              variant="outline"
+              className="hidden h-8 w-8 p-0 lg:flex"
+              onClick={() => {
+                paginate(size, 1);
+              }}
+            >
+              <span className="sr-only">Go to first page</span>
+              <IconComponent name="ChevronsLeft" className="h-4 w-4" />
+            </Button>
+            <Button
+              disabled={pageIndex <= 1}
+              onClick={() => {
+                if (pageIndex > 0) {
+                  paginate(size, pageIndex - 1);
+                }
+              }}
+              variant="outline"
+              className="h-8 w-8 p-0"
+            >
+              <span className="sr-only">Go to previous page</span>
+              <IconComponent name="ChevronLeft" className="h-4 w-4" />
+            </Button>
+            <Button
+              disabled={pageIndex === maxIndex}
+              onClick={() => {
+                paginate(size, pageIndex + 1);
+              }}
+              variant="outline"
+              className="h-8 w-8 p-0"
+            >
+              <span className="sr-only">Go to next page</span>
+              <IconComponent name="ChevronRight" className="h-4 w-4" />
+            </Button>
+            <Button
+              disabled={pageIndex === maxIndex}
+              variant="outline"
+              className="hidden h-8 w-8 p-0 lg:flex"
+              onClick={() => {
+                paginate(size, maxIndex);
+              }}
+            >
+              <span className="sr-only">Go to last page</span>
+              <IconComponent name="ChevronsRight" className="h-4 w-4" />
+            </Button>
+          </div>
+        </div>
+      </div>
+    </>
+  );
+}
diff --git a/src/frontend/src/components/RadialProgress/index.tsx b/src/frontend/src/components/RadialProgress/index.tsx
index f277a9c80..5c46fd6b8 100644
--- a/src/frontend/src/components/RadialProgress/index.tsx
+++ b/src/frontend/src/components/RadialProgress/index.tsx
@@ -3,16 +3,16 @@ import { RadialProgressType } from "../../types/components";
 export default function RadialProgressComponent({
   value,
   color,
-}: RadialProgressType) {
+}: RadialProgressType): JSX.Element {
   const style = {
-    "--value": value * 100,
+    "--value": value! * 100,
     "--size": "1.5rem",
     "--thickness": "2px",
   } as React.CSSProperties;
 
   return (
     <div className={"radial-progress " + color} style={style}>
-      <strong className="text-[8px]">{Math.trunc(value * 100)}%</strong>
+      <strong className="text-[8px]">{Math.trunc(value! * 100)}%</strong>
     </div>
   );
 }
diff --git a/src/frontend/src/components/ReactTooltipComponent/index.tsx b/src/frontend/src/components/ReactTooltipComponent/index.tsx
index 0f0c64b89..18eb67b33 100644
--- a/src/frontend/src/components/ReactTooltipComponent/index.tsx
+++ b/src/frontend/src/components/ReactTooltipComponent/index.tsx
@@ -3,20 +3,9 @@ import type { FC } from "react";
 import React from "react";
 import { Tooltip as ReactTooltip } from "react-tooltip";
 import "react-tooltip/dist/react-tooltip.css";
+import { TooltipProps } from "../../types/components";
 import { classNames } from "../../utils/utils";
 
-type TooltipProps = {
-  selector: string;
-  content?: string;
-  disabled?: boolean;
-  htmlContent?: React.ReactNode;
-  className?: string; // This should use !impornant to override the default styles eg: '!bg-white'
-  position?: "top" | "right" | "bottom" | "left";
-  clickable?: boolean;
-  children: React.ReactNode;
-  delayShow?: number;
-};
-
 const TooltipReact: FC<TooltipProps> = ({
   selector,
   content,
@@ -27,7 +16,7 @@ const TooltipReact: FC<TooltipProps> = ({
   className,
   clickable,
   delayShow,
-}) => {
+}: TooltipProps): JSX.Element => {
   return (
     <div className="tooltip-container">
       {React.cloneElement(children as React.ReactElement, {
@@ -38,7 +27,7 @@ const TooltipReact: FC<TooltipProps> = ({
         content={content}
         className={classNames(
           "z-[9999] !bg-white !text-xs !font-normal !text-foreground !opacity-100 !shadow-md",
-          className
+          className!
         )}
         place={position}
         clickable={clickable}
diff --git a/src/frontend/src/components/SanitizedHTMLWrapper/index.tsx b/src/frontend/src/components/SanitizedHTMLWrapper/index.tsx
index e76105c00..db26ad918 100644
--- a/src/frontend/src/components/SanitizedHTMLWrapper/index.tsx
+++ b/src/frontend/src/components/SanitizedHTMLWrapper/index.tsx
@@ -1,11 +1,12 @@
 import DOMPurify from "dompurify";
+import { SanitizedHTMLWrapperType } from "../../types/components";
 
 const SanitizedHTMLWrapper = ({
   className,
   content,
   onClick,
   suppressWarning = false,
-}) => {
+}: SanitizedHTMLWrapperType): JSX.Element => {
   const sanitizedHTML = DOMPurify.sanitize(content);
 
   return (
diff --git a/src/frontend/src/components/ShadTooltipComponent/index.tsx b/src/frontend/src/components/ShadTooltipComponent/index.tsx
index 89f301e60..62d5bc2e4 100644
--- a/src/frontend/src/components/ShadTooltipComponent/index.tsx
+++ b/src/frontend/src/components/ShadTooltipComponent/index.tsx
@@ -8,7 +8,7 @@ export default function ShadTooltip({
   children,
   styleClasses,
   delayDuration = 500,
-}: ShadToolTipType) {
+}: ShadToolTipType): JSX.Element {
   return (
     <Tooltip delayDuration={delayDuration}>
       <TooltipTrigger asChild={asChild}>{children}</TooltipTrigger>
diff --git a/src/frontend/src/components/TooltipComponent/index.tsx b/src/frontend/src/components/TooltipComponent/index.tsx
index 91fa006ec..5f105873d 100644
--- a/src/frontend/src/components/TooltipComponent/index.tsx
+++ b/src/frontend/src/components/TooltipComponent/index.tsx
@@ -5,7 +5,7 @@ export default function Tooltip({
   children,
   title,
   placement,
-}: TooltipComponentType) {
+}: TooltipComponentType): JSX.Element {
   return (
     <LightTooltip placement={placement} title={title} arrow>
       {children}
diff --git a/src/frontend/src/components/authAdminGuard/index.tsx b/src/frontend/src/components/authAdminGuard/index.tsx
new file mode 100644
index 000000000..724d39f5a
--- /dev/null
+++ b/src/frontend/src/components/authAdminGuard/index.tsx
@@ -0,0 +1,30 @@
+import { useContext, useEffect } from "react";
+import { Navigate } from "react-router-dom";
+import { AuthContext } from "../../contexts/authContext";
+
+export const ProtectedAdminRoute = ({ children }) => {
+  const {
+    isAdmin,
+    isAuthenticated,
+    logout,
+    getAuthentication,
+    userData,
+    autoLogin,
+  } = useContext(AuthContext);
+  useEffect(() => {
+    if (!isAuthenticated && !getAuthentication()) {
+      window.location.replace("/login");
+      logout();
+    }
+  }, [isAuthenticated, getAuthentication, logout, userData]);
+
+  if (!isAuthenticated && !getAuthentication()) {
+    return <Navigate to="/login" replace />;
+  }
+
+  if ((userData && !isAdmin) || autoLogin) {
+    return <Navigate to="/" replace />;
+  }
+
+  return children;
+};
diff --git a/src/frontend/src/components/authGuard/index.tsx b/src/frontend/src/components/authGuard/index.tsx
new file mode 100644
index 000000000..9b21a1c9f
--- /dev/null
+++ b/src/frontend/src/components/authGuard/index.tsx
@@ -0,0 +1,14 @@
+import { useContext } from "react";
+import { Navigate } from "react-router-dom";
+import { AuthContext } from "../../contexts/authContext";
+
+export const ProtectedRoute = ({ children }) => {
+  const { isAuthenticated, logout, getAuthentication } =
+    useContext(AuthContext);
+  if (!isAuthenticated && !getAuthentication()) {
+    logout();
+    return <Navigate to="/login" replace />;
+  }
+
+  return children;
+};
diff --git a/src/frontend/src/components/authLoginGuard/index.tsx b/src/frontend/src/components/authLoginGuard/index.tsx
new file mode 100644
index 000000000..980528023
--- /dev/null
+++ b/src/frontend/src/components/authLoginGuard/index.tsx
@@ -0,0 +1,19 @@
+import { useContext } from "react";
+import { Navigate } from "react-router-dom";
+import { AuthContext } from "../../contexts/authContext";
+
+export const ProtectedLoginRoute = ({ children }) => {
+  const { getAuthentication, autoLogin } = useContext(AuthContext);
+
+  if (autoLogin === true) {
+    window.location.replace("/");
+    return <Navigate to="/" replace />;
+  }
+
+  if (getAuthentication()) {
+    window.location.replace("/");
+    return <Navigate to="/" replace />;
+  }
+
+  return children;
+};
diff --git a/src/frontend/src/components/cardComponent/index.tsx b/src/frontend/src/components/cardComponent/index.tsx
index 12c409047..d6b22fefb 100644
--- a/src/frontend/src/components/cardComponent/index.tsx
+++ b/src/frontend/src/components/cardComponent/index.tsx
@@ -1,6 +1,6 @@
 import { useContext } from "react";
 import { TabsContext } from "../../contexts/tabsContext";
-import { FlowType } from "../../types/flow";
+import { cardComponentPropsType } from "../../types/components";
 import { gradients } from "../../utils/styleUtils";
 import IconComponent from "../genericIconComponent";
 import {
@@ -16,12 +16,7 @@ export const CardComponent = ({
   id,
   onDelete,
   button,
-}: {
-  flow: FlowType;
-  id: string;
-  onDelete?: () => void;
-  button?: JSX.Element;
-}) => {
+}: cardComponentPropsType): JSX.Element => {
   const { removeFlow } = useContext(TabsContext);
 
   return (
diff --git a/src/frontend/src/components/catchAllRoutes/index.tsx b/src/frontend/src/components/catchAllRoutes/index.tsx
new file mode 100644
index 000000000..06faa9099
--- /dev/null
+++ b/src/frontend/src/components/catchAllRoutes/index.tsx
@@ -0,0 +1,13 @@
+import { useEffect } from "react";
+import { useNavigate } from "react-router-dom";
+
+export const CatchAllRoute = () => {
+  const navigate = useNavigate();
+
+  // Redirect to the root ("/") when the catch-all route is matched
+  useEffect(() => {
+    navigate("/");
+  }, []);
+
+  return null;
+};
diff --git a/src/frontend/src/components/chatComponent/buildTrigger/index.tsx b/src/frontend/src/components/chatComponent/buildTrigger/index.tsx
index 4eb69546e..66bc0d371 100644
--- a/src/frontend/src/components/chatComponent/buildTrigger/index.tsx
+++ b/src/frontend/src/components/chatComponent/buildTrigger/index.tsx
@@ -8,6 +8,8 @@ import { postBuildInit } from "../../../controllers/API";
 import { FlowType } from "../../../types/flow";
 
 import { TabsContext } from "../../../contexts/tabsContext";
+import { parsedDataType } from "../../../types/components";
+import { TabsState } from "../../../types/tabs";
 import { validateNodes } from "../../../utils/reactflowUtils";
 import RadialProgressComponent from "../../RadialProgress";
 import IconComponent from "../../genericIconComponent";
@@ -21,7 +23,7 @@ export default function BuildTrigger({
   flow: FlowType;
   setIsBuilt: any;
   isBuilt: boolean;
-}) {
+}): JSX.Element {
   const { updateSSEData, isBuilding, setIsBuilding, sseData } = useSSE();
   const { reactFlowInstance } = useContext(typesContext);
   const { setTabsState } = useContext(TabsContext);
@@ -30,12 +32,12 @@ export default function BuildTrigger({
   const eventClick = isBuilding ? "pointer-events-none" : "";
   const [progress, setProgress] = useState(0);
 
-  async function handleBuild(flow: FlowType) {
+  async function handleBuild(flow: FlowType): Promise<void> {
     try {
       if (isBuilding) {
         return;
       }
-      const errors = validateNodes(reactFlowInstance);
+      const errors = validateNodes(reactFlowInstance!);
       if (errors.length > 0) {
         setErrorData({
           title: "Oops! Looks like you missed something",
@@ -58,6 +60,11 @@ export default function BuildTrigger({
           ],
         });
       }
+      if (errors.length === 0 && allNodesValid) {
+        setSuccessData({
+          title: "Flow is ready to run",
+        });
+      }
     } catch (error) {
       console.error("Error:", error);
     } finally {
@@ -69,7 +76,7 @@ export default function BuildTrigger({
     const response = await postBuildInit(flow);
     const { flowId } = response.data;
     // Step 2: Use the session ID to establish an SSE connection using EventSource
-    let validationResults = [];
+    let validationResults: boolean[] = [];
     let finished = false;
     const apiUrl = `/api/v1/build/stream/${flowId}`;
     const eventSource = new EventSource(apiUrl);
@@ -82,14 +89,17 @@ export default function BuildTrigger({
       const parsedData = JSON.parse(event.data);
       // if the event is the end of the stream, close the connection
       if (parsedData.end_of_stream) {
+        // Close the connection and finish
+        finished = true;
         eventSource.close();
 
         return;
       } else if (parsedData.log) {
         // If the event is a log, log it
         setSuccessData({ title: parsedData.log });
-      } else if (parsedData.input_keys) {
-        setTabsState((old) => {
+      } else if (parsedData.input_keys !== undefined) {
+        //@ts-ignore
+        setTabsState((old: TabsState) => {
           return {
             ...old,
             [flowId]: {
@@ -118,13 +128,13 @@ export default function BuildTrigger({
     // Step 3: Wait for the stream to finish
     while (!finished) {
       await new Promise((resolve) => setTimeout(resolve, 100));
-      finished = validationResults.length === flow.data.nodes.length;
+      finished = validationResults.length === flow.data!.nodes.length;
     }
     // Step 4: Return true if all nodes are valid, false otherwise
     return validationResults.every((result) => result);
   }
 
-  function processStreamResult(parsedData) {
+  function processStreamResult(parsedData: parsedDataType) {
     // Process each chunk of data here
     // Parse the chunk and update the context
     try {
diff --git a/src/frontend/src/components/chatComponent/chatTrigger/index.tsx b/src/frontend/src/components/chatComponent/chatTrigger/index.tsx
index a92a8e0cd..a390da8d2 100644
--- a/src/frontend/src/components/chatComponent/chatTrigger/index.tsx
+++ b/src/frontend/src/components/chatComponent/chatTrigger/index.tsx
@@ -8,12 +8,18 @@ import {
   FLOW_NOT_BUILT_TITLE,
 } from "../../../constants/constants";
 import { alertContext } from "../../../contexts/alertContext";
+import { chatTriggerPropType } from "../../../types/components";
 import IconComponent from "../../genericIconComponent";
 
-export default function ChatTrigger({ open, setOpen, isBuilt, canOpen }) {
+export default function ChatTrigger({
+  open,
+  setOpen,
+  isBuilt,
+  canOpen,
+}: chatTriggerPropType): JSX.Element {
   const { setErrorData } = useContext(alertContext);
 
-  function handleClick() {
+  function handleClick(): void {
     if (isBuilt) {
       if (canOpen) {
         setOpen(true);
diff --git a/src/frontend/src/components/chatComponent/index.tsx b/src/frontend/src/components/chatComponent/index.tsx
index 3cbe5bbf1..69765dfe0 100644
--- a/src/frontend/src/components/chatComponent/index.tsx
+++ b/src/frontend/src/components/chatComponent/index.tsx
@@ -10,7 +10,7 @@ import { getBuildStatus } from "../../controllers/API";
 import FormModal from "../../modals/formModal";
 import { NodeType } from "../../types/flow";
 
-export default function Chat({ flow }: ChatType) {
+export default function Chat({ flow }: ChatType): JSX.Element {
   const [open, setOpen] = useState(false);
   const [canOpen, setCanOpen] = useState(false);
   const { tabsState, isBuilt, setIsBuilt } = useContext(TabsContext);
@@ -44,11 +44,11 @@ export default function Chat({ flow }: ChatType) {
   }, [flow]);
 
   const prevNodesRef = useRef<any[] | undefined>();
-  const nodes = useNodes();
+  const nodes: NodeType[] = useNodes();
   useEffect(() => {
     const prevNodes = prevNodesRef.current;
     const currentNodes = nodes.map((node: NodeType) =>
-      _.cloneDeep(node.data.node.template)
+      _.cloneDeep(node.data.node?.template)
     );
     if (
       tabsState &&
@@ -62,8 +62,7 @@ export default function Chat({ flow }: ChatType) {
       tabsState &&
       tabsState[flow.id] &&
       tabsState[flow.id].formKeysData &&
-      tabsState[flow.id].formKeysData.input_keys &&
-      Object.keys(tabsState[flow.id].formKeysData.input_keys).length > 0
+      tabsState[flow.id].formKeysData.input_keys !== null
     ) {
       setCanOpen(true);
     } else {
diff --git a/src/frontend/src/components/codeAreaComponent/index.tsx b/src/frontend/src/components/codeAreaComponent/index.tsx
index 05e8127da..a402fb3ed 100644
--- a/src/frontend/src/components/codeAreaComponent/index.tsx
+++ b/src/frontend/src/components/codeAreaComponent/index.tsx
@@ -33,10 +33,10 @@ export default function CodeAreaComponent({
         dynamic={dynamic}
         value={myValue}
         nodeClass={nodeClass}
-        setNodeClass={setNodeClass}
-        setValue={(t: string) => {
-          setMyValue(t);
-          onChange(t);
+        setNodeClass={setNodeClass!}
+        setValue={(value: string) => {
+          setMyValue(value);
+          onChange(value);
         }}
       >
         <div className="flex w-full items-center">
diff --git a/src/frontend/src/components/codeTabsComponent/index.tsx b/src/frontend/src/components/codeTabsComponent/index.tsx
index 27653fbd7..e29c8762b 100644
--- a/src/frontend/src/components/codeTabsComponent/index.tsx
+++ b/src/frontend/src/components/codeTabsComponent/index.tsx
@@ -29,7 +29,9 @@ import {
   TabsTrigger,
 } from "../../components/ui/tabs";
 import { darkContext } from "../../contexts/darkContext";
-import { FlowType } from "../../types/flow/index";
+import { typesContext } from "../../contexts/typesContext";
+import { codeTabsPropsType } from "../../types/components";
+import { unselectAllNodes } from "../../utils/reactflowUtils";
 import { classNames } from "../../utils/utils";
 import IconComponent from "../genericIconComponent";
 
@@ -40,31 +42,30 @@ export default function CodeTabsComponent({
   setActiveTab,
   isMessage,
   tweaks,
-}: {
-  flow?: FlowType;
-  tabs: any;
-  activeTab: string;
-  setActiveTab: any;
-  isMessage?: boolean;
-  tweaks?: {
-    tweak?: any;
-    tweaksList?: any;
-    buildContent?: any;
-    getValue?: any;
-    buildTweakObject?: any;
-  };
-}) {
+}: codeTabsPropsType) {
   const [isCopied, setIsCopied] = useState<Boolean>(false);
-  const [data, setData] = useState(flow ? flow["data"]["nodes"] : null);
-  const [openAccordion, setOpenAccordion] = useState([]);
+  const [data, setData] = useState(flow ? flow["data"]!["nodes"] : null);
+  const [openAccordion, setOpenAccordion] = useState<string[]>([]);
   const { dark } = useContext(darkContext);
+  const { reactFlowInstance } = useContext(typesContext);
 
   useEffect(() => {
-    if (flow && flow["data"]["nodes"]) {
-      setData(flow["data"]["nodes"]);
+    if (flow && flow["data"]!["nodes"]) {
+      setData(flow["data"]!["nodes"]);
     }
   }, [flow]);
 
+  useEffect(() => {
+    if (tweaks) {
+      unselectAllNodes({
+        data,
+        updateNodes: (nodes) => {
+          reactFlowInstance?.setNodes(nodes);
+        },
+      });
+    }
+  }, []);
+
   const copyToClipboard = () => {
     if (!navigator.clipboard || !navigator.clipboard.writeText) {
       return;
@@ -102,8 +103,8 @@ export default function CodeTabsComponent({
   };
 
   function openAccordions() {
-    let accordionsToOpen = [];
-    tweaks.tweak.current.forEach((el) => {
+    let accordionsToOpen: string[] = [];
+    tweaks?.tweak!.current.forEach((el) => {
       Object.keys(el).forEach((key) => {
         if (Object.keys(el[key]).length > 0) {
           accordionsToOpen.push(key);
@@ -172,14 +173,14 @@ export default function CodeTabsComponent({
         )}
       </div>
 
-      {tabs.map((tab, index) => (
+      {tabs.map((tab, idx) => (
         <TabsContent
-          value={index.toString()}
+          value={idx.toString()}
           className="api-modal-tabs-content"
-          key={index} // Remember to add a unique key prop
+          key={idx} // Remember to add a unique key prop
         >
-          {index < 4 ? (
-            <>
+          {idx < 4 ? (
+            <div className="flex h-full w-full flex-col">
               {tab.description && (
                 <div
                   className="mb-2 w-full text-left text-sm"
@@ -193,8 +194,8 @@ export default function CodeTabsComponent({
               >
                 {tab.code}
               </SyntaxHighlighter>
-            </>
-          ) : index === 4 ? (
+            </div>
+          ) : idx === 4 ? (
             <>
               <div className="api-modal-according-display">
                 <div
@@ -205,13 +206,15 @@ export default function CodeTabsComponent({
                       : "overflow-hidden"
                   )}
                 >
-                  {data.map((t: any, index) => (
-                    <div className="px-3" key={index}>
-                      {tweaks.tweaksList.current.includes(t["data"]["id"]) && (
+                  {data?.map((node: any, i) => (
+                    <div className="px-3" key={i}>
+                      {tweaks?.tweaksList!.current.includes(
+                        node["data"]["id"]
+                      ) && (
                         <AccordionComponent
-                          trigger={t["data"]["id"]}
+                          trigger={node["data"]["id"]}
                           open={openAccordion}
-                          keyValue={t["data"]["id"]}
+                          keyValue={node["data"]["id"]}
                         >
                           <div className="api-modal-table-arrangement">
                             <Table className="table-fixed bg-muted outline-1">
@@ -226,78 +229,92 @@ export default function CodeTabsComponent({
                                 </TableRow>
                               </TableHeader>
                               <TableBody className="p-0">
-                                {Object.keys(t["data"]["node"]["template"])
+                                {Object.keys(node["data"]["node"]["template"])
                                   .filter(
-                                    (n) =>
-                                      n.charAt(0) !== "_" &&
-                                      t.data.node.template[n].show &&
-                                      (t.data.node.template[n].type === "str" ||
-                                        t.data.node.template[n].type ===
-                                          "bool" ||
-                                        t.data.node.template[n].type ===
-                                          "float" ||
-                                        t.data.node.template[n].type ===
-                                          "code" ||
-                                        t.data.node.template[n].type ===
-                                          "prompt" ||
-                                        t.data.node.template[n].type ===
-                                          "file" ||
-                                        t.data.node.template[n].type === "int")
+                                    (templateField) =>
+                                      templateField.charAt(0) !== "_" &&
+                                      node.data.node.template[templateField]
+                                        .show &&
+                                      (node.data.node.template[templateField]
+                                        .type === "str" ||
+                                        node.data.node.template[templateField]
+                                          .type === "bool" ||
+                                        node.data.node.template[templateField]
+                                          .type === "float" ||
+                                        node.data.node.template[templateField]
+                                          .type === "code" ||
+                                        node.data.node.template[templateField]
+                                          .type === "prompt" ||
+                                        node.data.node.template[templateField]
+                                          .type === "file" ||
+                                        node.data.node.template[templateField]
+                                          .type === "int")
                                   )
-                                  .map((n, i) => {
+                                  .map((templateField, indx) => {
                                     return (
                                       <TableRow
-                                        key={i}
+                                        key={indx}
                                         className="h-10 dark:border-b-muted"
                                       >
                                         <TableCell className="p-0 text-center text-sm text-foreground">
-                                          {n}
+                                          {templateField}
                                         </TableCell>
                                         <TableCell className="p-0 text-xs text-foreground">
                                           <div className="m-auto w-[250px]">
-                                            {t.data.node.template[n].type ===
-                                              "str" &&
-                                            !t.data.node.template[n].options ? (
+                                            {node.data.node.template[
+                                              templateField
+                                            ].type === "str" &&
+                                            !node.data.node.template[
+                                              templateField
+                                            ].options ? (
                                               <div className="mx-auto">
-                                                {t.data.node.template[n]
-                                                  .list ? (
+                                                {node.data.node.template[
+                                                  templateField
+                                                ].list ? (
                                                   <InputListComponent
                                                     editNode={true}
                                                     disabled={false}
                                                     value={
-                                                      !t.data.node.template[n]
-                                                        .value ||
-                                                      t.data.node.template[n]
-                                                        .value === ""
+                                                      !node.data.node.template[
+                                                        templateField
+                                                      ].value ||
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].value === ""
                                                         ? [""]
-                                                        : t.data.node.template[
-                                                            n
+                                                        : node.data.node
+                                                            .template[
+                                                            templateField
                                                           ].value
                                                     }
-                                                    onChange={(k) => {
+                                                    onChange={(target) => {
                                                       setData((old) => {
                                                         let newInputList =
                                                           cloneDeep(old);
-                                                        newInputList[
-                                                          index
+                                                        newInputList![
+                                                          i
                                                         ].data.node.template[
-                                                          n
-                                                        ].value = k;
+                                                          templateField
+                                                        ].value = target;
                                                         return newInputList;
                                                       });
-                                                      tweaks.buildTweakObject(
-                                                        t["data"]["id"],
-                                                        k,
-                                                        t.data.node.template[n]
+                                                      tweaks.buildTweakObject!(
+                                                        node["data"]["id"],
+                                                        target,
+                                                        node.data.node.template[
+                                                          templateField
+                                                        ]
                                                       );
                                                     }}
                                                   />
-                                                ) : t.data.node.template[n]
-                                                    .multiline ? (
+                                                ) : node.data.node.template[
+                                                    templateField
+                                                  ].multiline ? (
                                                   <ShadTooltip
-                                                    content={tweaks.buildContent(
-                                                      t.data.node.template[n]
-                                                        .value
+                                                    content={tweaks.buildContent!(
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].value
                                                     )}
                                                   >
                                                     <div>
@@ -305,33 +322,38 @@ export default function CodeTabsComponent({
                                                         disabled={false}
                                                         editNode={true}
                                                         value={
-                                                          !t.data.node.template[
-                                                            n
+                                                          !node.data.node
+                                                            .template[
+                                                            templateField
                                                           ].value ||
-                                                          t.data.node.template[
-                                                            n
+                                                          node.data.node
+                                                            .template[
+                                                            templateField
                                                           ].value === ""
                                                             ? ""
-                                                            : t.data.node
-                                                                .template[n]
-                                                                .value
+                                                            : node.data.node
+                                                                .template[
+                                                                templateField
+                                                              ].value
                                                         }
-                                                        onChange={(k) => {
+                                                        onChange={(target) => {
                                                           setData((old) => {
                                                             let newInputList =
                                                               cloneDeep(old);
-                                                            newInputList[
-                                                              index
+                                                            newInputList![
+                                                              i
                                                             ].data.node.template[
-                                                              n
-                                                            ].value = k;
+                                                              templateField
+                                                            ].value = target;
                                                             return newInputList;
                                                           });
-                                                          tweaks.buildTweakObject(
-                                                            t["data"]["id"],
-                                                            k,
-                                                            t.data.node
-                                                              .template[n]
+                                                          tweaks.buildTweakObject!(
+                                                            node["data"]["id"],
+                                                            target,
+                                                            node.data.node
+                                                              .template[
+                                                              templateField
+                                                            ]
                                                           );
                                                         }}
                                                       />
@@ -342,80 +364,94 @@ export default function CodeTabsComponent({
                                                     editNode={true}
                                                     disabled={false}
                                                     password={
-                                                      t.data.node.template[n]
-                                                        .password ?? false
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].password ?? false
                                                     }
                                                     value={
-                                                      !t.data.node.template[n]
-                                                        .value ||
-                                                      t.data.node.template[n]
-                                                        .value === ""
+                                                      !node.data.node.template[
+                                                        templateField
+                                                      ].value ||
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].value === ""
                                                         ? ""
-                                                        : t.data.node.template[
-                                                            n
+                                                        : node.data.node
+                                                            .template[
+                                                            templateField
                                                           ].value
                                                     }
-                                                    onChange={(k) => {
+                                                    onChange={(target) => {
                                                       setData((old) => {
                                                         let newInputList =
                                                           cloneDeep(old);
-                                                        newInputList[
-                                                          index
+                                                        newInputList![
+                                                          i
                                                         ].data.node.template[
-                                                          n
-                                                        ].value = k;
+                                                          templateField
+                                                        ].value = target;
                                                         return newInputList;
                                                       });
-                                                      tweaks.buildTweakObject(
-                                                        t["data"]["id"],
-                                                        k,
-                                                        t.data.node.template[n]
+                                                      tweaks.buildTweakObject!(
+                                                        node["data"]["id"],
+                                                        target,
+                                                        node.data.node.template[
+                                                          templateField
+                                                        ]
                                                       );
                                                     }}
                                                   />
                                                 )}
                                               </div>
-                                            ) : t.data.node.template[n].type ===
-                                              "bool" ? (
+                                            ) : node.data.node.template[
+                                                templateField
+                                              ].type === "bool" ? (
                                               <div className="ml-auto">
                                                 {" "}
                                                 <ToggleShadComponent
                                                   enabled={
-                                                    t.data.node.template[n]
-                                                      .value
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ].value
                                                   }
                                                   setEnabled={(e) => {
                                                     setData((old) => {
                                                       let newInputList =
                                                         cloneDeep(old);
-                                                      newInputList[
-                                                        index
+                                                      newInputList![
+                                                        i
                                                       ].data.node.template[
-                                                        n
+                                                        templateField
                                                       ].value = e;
                                                       return newInputList;
                                                     });
-                                                    tweaks.buildTweakObject(
-                                                      t["data"]["id"],
+                                                    tweaks.buildTweakObject!(
+                                                      node["data"]["id"],
                                                       e,
-                                                      t.data.node.template[n]
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ]
                                                     );
                                                   }}
                                                   size="small"
                                                   disabled={false}
                                                 />
                                               </div>
-                                            ) : t.data.node.template[n].type ===
-                                              "file" ? (
+                                            ) : node.data.node.template[
+                                                templateField
+                                              ].type === "file" ? (
                                               <ShadTooltip
-                                                content={tweaks.buildContent(
-                                                  !t.data.node.template[n]
-                                                    .value ||
-                                                    t.data.node.template[n]
-                                                      .value === ""
+                                                content={tweaks.buildContent!(
+                                                  !node.data.node.template[
+                                                    templateField
+                                                  ].value ||
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ].value === ""
                                                     ? ""
-                                                    : t.data.node.template[n]
-                                                        .value
+                                                    : node.data.node.template[
+                                                        templateField
+                                                      ].value
                                                 )}
                                               >
                                                 <div className="mx-auto">
@@ -423,147 +459,176 @@ export default function CodeTabsComponent({
                                                     editNode={true}
                                                     disabled={false}
                                                     value={
-                                                      t.data.node.template[n]
-                                                        .value ?? ""
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].value ?? ""
                                                     }
-                                                    onChange={(k: any) => {}}
+                                                    onChange={(
+                                                      target: any
+                                                    ) => {}}
                                                     fileTypes={
-                                                      t.data.node.template[n]
-                                                        .fileTypes
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].fileTypes
                                                     }
                                                     suffixes={
-                                                      t.data.node.template[n]
-                                                        .suffixes
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].suffixes
                                                     }
                                                     onFileChange={(
                                                       value: any
                                                     ) => {
-                                                      t.data.node.template[
-                                                        n
+                                                      node.data.node.template[
+                                                        templateField
                                                       ].file_path = value;
                                                     }}
                                                   ></InputFileComponent>
                                                 </div>
                                               </ShadTooltip>
-                                            ) : t.data.node.template[n].type ===
-                                              "float" ? (
+                                            ) : node.data.node.template[
+                                                templateField
+                                              ].type === "float" ? (
                                               <div className="mx-auto">
                                                 <FloatComponent
                                                   disabled={false}
                                                   editNode={true}
                                                   value={
-                                                    !t.data.node.template[n]
-                                                      .value ||
-                                                    t.data.node.template[n]
-                                                      .value === ""
+                                                    !node.data.node.template[
+                                                      templateField
+                                                    ].value ||
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ].value === ""
                                                       ? ""
-                                                      : t.data.node.template[n]
-                                                          .value
+                                                      : node.data.node.template[
+                                                          templateField
+                                                        ].value
                                                   }
-                                                  onChange={(k) => {
+                                                  onChange={(target) => {
                                                     setData((old) => {
                                                       let newInputList =
                                                         cloneDeep(old);
-                                                      newInputList[
-                                                        index
+                                                      newInputList![
+                                                        i
                                                       ].data.node.template[
-                                                        n
-                                                      ].value = k;
+                                                        templateField
+                                                      ].value = target;
                                                       return newInputList;
                                                     });
-                                                    tweaks.buildTweakObject(
-                                                      t["data"]["id"],
-                                                      k,
-                                                      t.data.node.template[n]
+                                                    tweaks.buildTweakObject!(
+                                                      node["data"]["id"],
+                                                      target,
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ]
                                                     );
                                                   }}
                                                 />
                                               </div>
-                                            ) : t.data.node.template[n].type ===
-                                                "str" &&
-                                              t.data.node.template[n]
-                                                .options ? (
+                                            ) : node.data.node.template[
+                                                templateField
+                                              ].type === "str" &&
+                                              node.data.node.template[
+                                                templateField
+                                              ].options ? (
                                               <div className="mx-auto">
                                                 <Dropdown
                                                   editNode={true}
                                                   apiModal={true}
                                                   options={
-                                                    t.data.node.template[n]
-                                                      .options
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ].options
                                                   }
-                                                  onSelect={(k) => {
+                                                  onSelect={(target) => {
                                                     setData((old) => {
                                                       let newInputList =
                                                         cloneDeep(old);
-                                                      newInputList[
-                                                        index
+                                                      newInputList![
+                                                        i
                                                       ].data.node.template[
-                                                        n
-                                                      ].value = k;
+                                                        templateField
+                                                      ].value = target;
                                                       return newInputList;
                                                     });
-                                                    tweaks.buildTweakObject(
-                                                      t["data"]["id"],
-                                                      k,
-                                                      t.data.node.template[n]
+                                                    tweaks.buildTweakObject!(
+                                                      node["data"]["id"],
+                                                      target,
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ]
                                                     );
                                                   }}
                                                   value={
-                                                    !t.data.node.template[n]
-                                                      .value ||
-                                                    t.data.node.template[n]
-                                                      .value === ""
+                                                    !node.data.node.template[
+                                                      templateField
+                                                    ].value ||
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ].value === ""
                                                       ? ""
-                                                      : t.data.node.template[n]
-                                                          .value
+                                                      : node.data.node.template[
+                                                          templateField
+                                                        ].value
                                                   }
                                                 ></Dropdown>
                                               </div>
-                                            ) : t.data.node.template[n].type ===
-                                              "int" ? (
+                                            ) : node.data.node.template[
+                                                templateField
+                                              ].type === "int" ? (
                                               <div className="mx-auto">
                                                 <IntComponent
                                                   disabled={false}
                                                   editNode={true}
                                                   value={
-                                                    !t.data.node.template[n]
-                                                      .value ||
-                                                    t.data.node.template[n]
-                                                      .value === ""
+                                                    !node.data.node.template[
+                                                      templateField
+                                                    ].value ||
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ].value === ""
                                                       ? ""
-                                                      : t.data.node.template[n]
-                                                          .value
+                                                      : node.data.node.template[
+                                                          templateField
+                                                        ].value
                                                   }
-                                                  onChange={(k) => {
+                                                  onChange={(target) => {
                                                     setData((old) => {
                                                       let newInputList =
                                                         cloneDeep(old);
-                                                      newInputList[
-                                                        index
+                                                      newInputList![
+                                                        i
                                                       ].data.node.template[
-                                                        n
-                                                      ].value = k;
+                                                        templateField
+                                                      ].value = target;
                                                       return newInputList;
                                                     });
-                                                    tweaks.buildTweakObject(
-                                                      t["data"]["id"],
-                                                      k,
-                                                      t.data.node.template[n]
+                                                    tweaks.buildTweakObject!(
+                                                      node["data"]["id"],
+                                                      target,
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ]
                                                     );
                                                   }}
                                                 />
                                               </div>
-                                            ) : t.data.node.template[n].type ===
-                                              "prompt" ? (
+                                            ) : node.data.node.template[
+                                                templateField
+                                              ].type === "prompt" ? (
                                               <ShadTooltip
-                                                content={tweaks.buildContent(
-                                                  !t.data.node.template[n]
-                                                    .value ||
-                                                    t.data.node.template[n]
-                                                      .value === ""
+                                                content={tweaks.buildContent!(
+                                                  !node.data.node.template[
+                                                    templateField
+                                                  ].value ||
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ].value === ""
                                                     ? ""
-                                                    : t.data.node.template[n]
-                                                        .value
+                                                    : node.data.node.template[
+                                                        templateField
+                                                      ].value
                                                 )}
                                               >
                                                 <div className="mx-auto">
@@ -571,44 +636,53 @@ export default function CodeTabsComponent({
                                                     editNode={true}
                                                     disabled={false}
                                                     value={
-                                                      !t.data.node.template[n]
-                                                        .value ||
-                                                      t.data.node.template[n]
-                                                        .value === ""
+                                                      !node.data.node.template[
+                                                        templateField
+                                                      ].value ||
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].value === ""
                                                         ? ""
-                                                        : t.data.node.template[
-                                                            n
+                                                        : node.data.node
+                                                            .template[
+                                                            templateField
                                                           ].value
                                                     }
-                                                    onChange={(k) => {
+                                                    onChange={(target) => {
                                                       setData((old) => {
                                                         let newInputList =
                                                           cloneDeep(old);
-                                                        newInputList[
-                                                          index
+                                                        newInputList![
+                                                          i
                                                         ].data.node.template[
-                                                          n
-                                                        ].value = k;
+                                                          templateField
+                                                        ].value = target;
                                                         return newInputList;
                                                       });
-                                                      tweaks.buildTweakObject(
-                                                        t["data"]["id"],
-                                                        k,
-                                                        t.data.node.template[n]
+                                                      tweaks.buildTweakObject!(
+                                                        node["data"]["id"],
+                                                        target,
+                                                        node.data.node.template[
+                                                          templateField
+                                                        ]
                                                       );
                                                     }}
                                                   />
                                                 </div>
                                               </ShadTooltip>
-                                            ) : t.data.node.template[n].type ===
-                                              "code" ? (
+                                            ) : node.data.node.template[
+                                                templateField
+                                              ].type === "code" ? (
                                               <ShadTooltip
-                                                content={tweaks.buildContent(
-                                                  tweaks.getValue(
-                                                    t.data.node.template[n]
-                                                      .value,
-                                                    t.data,
-                                                    t.data.node.template[n]
+                                                content={tweaks.buildContent!(
+                                                  tweaks.getValue!(
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ].value,
+                                                    node.data,
+                                                    node.data.node.template[
+                                                      templateField
+                                                    ]
                                                   )
                                                 )}
                                               >
@@ -617,37 +691,43 @@ export default function CodeTabsComponent({
                                                     disabled={false}
                                                     editNode={true}
                                                     value={
-                                                      !t.data.node.template[n]
-                                                        .value ||
-                                                      t.data.node.template[n]
-                                                        .value === ""
+                                                      !node.data.node.template[
+                                                        templateField
+                                                      ].value ||
+                                                      node.data.node.template[
+                                                        templateField
+                                                      ].value === ""
                                                         ? ""
-                                                        : t.data.node.template[
-                                                            n
+                                                        : node.data.node
+                                                            .template[
+                                                            templateField
                                                           ].value
                                                     }
-                                                    onChange={(k) => {
+                                                    onChange={(target) => {
                                                       setData((old) => {
                                                         let newInputList =
                                                           cloneDeep(old);
-                                                        newInputList[
-                                                          index
+                                                        newInputList![
+                                                          i
                                                         ].data.node.template[
-                                                          n
-                                                        ].value = k;
+                                                          templateField
+                                                        ].value = target;
                                                         return newInputList;
                                                       });
-                                                      tweaks.buildTweakObject(
-                                                        t["data"]["id"],
-                                                        k,
-                                                        t.data.node.template[n]
+                                                      tweaks.buildTweakObject!(
+                                                        node["data"]["id"],
+                                                        target,
+                                                        node.data.node.template[
+                                                          templateField
+                                                        ]
                                                       );
                                                     }}
                                                   />
                                                 </div>
                                               </ShadTooltip>
-                                            ) : t.data.node.template[n].type ===
-                                              "Any" ? (
+                                            ) : node.data.node.template[
+                                                templateField
+                                              ].type === "Any" ? (
                                               "-"
                                             ) : (
                                               <div className="hidden"></div>
@@ -663,7 +743,7 @@ export default function CodeTabsComponent({
                         </AccordionComponent>
                       )}
 
-                      {tweaks.tweaksList.current.length === 0 && (
+                      {tweaks?.tweaksList!.current.length === 0 && (
                         <>
                           <div className="pt-3">
                             No tweaks are available for this flow.
diff --git a/src/frontend/src/components/dictComponent/index.tsx b/src/frontend/src/components/dictComponent/index.tsx
new file mode 100644
index 000000000..981372506
--- /dev/null
+++ b/src/frontend/src/components/dictComponent/index.tsx
@@ -0,0 +1,53 @@
+import { useEffect } from "react";
+import { DictComponentType } from "../../types/components";
+
+import DictAreaModal from "../../modals/dictAreaModal";
+import { classNames } from "../../utils/utils";
+import { Input } from "../ui/input";
+
+export default function DictComponent({
+  value,
+  onChange,
+  disabled,
+  editNode = false,
+}: DictComponentType): JSX.Element {
+  useEffect(() => {
+    if (disabled) {
+      onChange([""]);
+    }
+  }, [disabled]);
+
+  useEffect(() => {
+    if (value) onChange(value);
+  }, [value]);
+
+  return (
+    <div
+      className={classNames(
+        value.length > 1 && editNode ? "my-1" : "",
+        "flex flex-col gap-3"
+      )}
+    >
+      {
+        <div className="flex w-full gap-3">
+          <DictAreaModal
+            value={value}
+            onChange={(obj) => {
+              onChange(obj);
+            }}
+          >
+            <Input
+              type="text"
+              className={
+                editNode
+                  ? "input-edit-node input-disable pointer-events-none cursor-pointer"
+                  : "input-disable pointer-events-none cursor-pointer"
+              }
+              placeholder="Click to edit your dictionary..."
+            />
+          </DictAreaModal>
+        </div>
+      }
+    </div>
+  );
+}
diff --git a/src/frontend/src/components/dropdownComponent/index.tsx b/src/frontend/src/components/dropdownComponent/index.tsx
index de737524e..d6fcec772 100644
--- a/src/frontend/src/components/dropdownComponent/index.tsx
+++ b/src/frontend/src/components/dropdownComponent/index.tsx
@@ -11,7 +11,7 @@ export default function Dropdown({
   editNode = false,
   numberOfOptions = 0,
   apiModal = false,
-}: DropDownComponentType) {
+}: DropDownComponentType): JSX.Element {
   let [internalValue, setInternalValue] = useState(
     value === "" || !value ? "Choose an option" : value
   );
diff --git a/src/frontend/src/components/fetchErrorComponent/index.tsx b/src/frontend/src/components/fetchErrorComponent/index.tsx
new file mode 100644
index 000000000..6004d9dfc
--- /dev/null
+++ b/src/frontend/src/components/fetchErrorComponent/index.tsx
@@ -0,0 +1,16 @@
+import { fetchErrorComponentType } from "../../types/components";
+import IconComponent from "../genericIconComponent";
+
+export default function FetchErrorComponent({
+  message,
+  description,
+}: fetchErrorComponentType) {
+  return (
+    <div role="status" className="m-auto flex flex-col items-center">
+      <IconComponent className={`h-16 w-16`} name="Unplug"></IconComponent>
+      <br></br>
+      <span className="text-lg text-almost-medium-blue">{message}</span>
+      <span className="text-lg text-almost-medium-blue">{description}</span>
+    </div>
+  );
+}
diff --git a/src/frontend/src/components/floatComponent/index.tsx b/src/frontend/src/components/floatComponent/index.tsx
index 40d6fc3fe..454d3b601 100644
--- a/src/frontend/src/components/floatComponent/index.tsx
+++ b/src/frontend/src/components/floatComponent/index.tsx
@@ -1,5 +1,6 @@
 import { useEffect } from "react";
 import { FloatComponentType } from "../../types/components";
+import { handleKeyDown } from "../../utils/reactflowUtils";
 import { Input } from "../ui/input";
 
 export default function FloatComponent({
@@ -7,10 +8,10 @@ export default function FloatComponent({
   onChange,
   disabled,
   editNode = false,
-}: FloatComponentType) {
+}: FloatComponentType): JSX.Element {
   const step = 0.1;
-  const min = 0;
-  const max = 1;
+  const min = -2;
+  const max = 2;
 
   // Clear component state
   useEffect(() => {
@@ -25,12 +26,12 @@ export default function FloatComponent({
         type="number"
         step={step}
         min={min}
-        onInput={(e: React.ChangeEvent<HTMLInputElement>) => {
-          if (e.target.value < min.toString()) {
-            e.target.value = min.toString();
+        onInput={(event: React.ChangeEvent<HTMLInputElement>) => {
+          if (Number(event.target.value) < min) {
+            event.target.value = min.toString();
           }
-          if (e.target.value > max.toString()) {
-            e.target.value = max.toString();
+          if (Number(event.target.value) > max) {
+            event.target.value = max.toString();
           }
         }}
         max={max}
@@ -38,10 +39,13 @@ export default function FloatComponent({
         disabled={disabled}
         className={editNode ? "input-edit-node" : ""}
         placeholder={
-          editNode ? "Number 0 to 1" : "Type a number from zero to one"
+          editNode ? "Number -2 to 2" : "Type a number from minus two to two"
         }
-        onChange={(e) => {
-          onChange(e.target.value);
+        onChange={(event) => {
+          onChange(event.target.value);
+        }}
+        onKeyDown={(e) => {
+          handleKeyDown(e, value, "0");
         }}
       />
     </div>
diff --git a/src/frontend/src/components/genericIconComponent/index.tsx b/src/frontend/src/components/genericIconComponent/index.tsx
index 32647f159..5cb6bdeca 100644
--- a/src/frontend/src/components/genericIconComponent/index.tsx
+++ b/src/frontend/src/components/genericIconComponent/index.tsx
@@ -1,11 +1,19 @@
+import { forwardRef } from "react";
 import { IconComponentProps } from "../../types/components";
 import { nodeIconsLucide } from "../../utils/styleUtils";
 
-export default function IconComponent({
-  name,
-  className,
-  iconColor,
-}: IconComponentProps): JSX.Element {
-  const TargetIcon = nodeIconsLucide[name] ?? nodeIconsLucide["unknown"];
-  return <TargetIcon className={className} style={{ color: iconColor }} />;
-}
+const ForwardedIconComponent = forwardRef(
+  ({ name, className, iconColor }: IconComponentProps, ref) => {
+    const TargetIcon = nodeIconsLucide[name] ?? nodeIconsLucide["unknown"];
+    return (
+      <TargetIcon
+        strokeWidth={1.5}
+        className={className}
+        style={iconColor ? { color: iconColor } : {}}
+        ref={ref}
+      />
+    );
+  }
+);
+
+export default ForwardedIconComponent;
diff --git a/src/frontend/src/components/gradientChooserComponent/index.tsx b/src/frontend/src/components/gradientChooserComponent/index.tsx
new file mode 100644
index 000000000..bff1fbd51
--- /dev/null
+++ b/src/frontend/src/components/gradientChooserComponent/index.tsx
@@ -0,0 +1,21 @@
+import { gradients } from "../../utils/styleUtils";
+
+export default function GradientChooserComponent({ value, onChange }) {
+  return (
+    <div className="flex flex-wrap items-center justify-center gap-4">
+      {gradients.map((gradient, idx) => (
+        <div
+          onClick={() => {
+            onChange(gradient);
+          }}
+          className={
+            "duration-400 h-12 w-12 cursor-pointer rounded-full transition-all " +
+            gradient +
+            (value === gradient ? " shadow-lg ring-2 ring-primary" : "")
+          }
+          key={idx}
+        ></div>
+      ))}
+    </div>
+  );
+}
diff --git a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
index cd6a5f7f7..3b3611f16 100644
--- a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
+++ b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
@@ -12,10 +12,11 @@ import { Link, useNavigate } from "react-router-dom";
 import { alertContext } from "../../../../contexts/alertContext";
 import { undoRedoContext } from "../../../../contexts/undoRedoContext";
 import FlowSettingsModal from "../../../../modals/flowSettingsModal";
+import { menuBarPropsType } from "../../../../types/components";
 import IconComponent from "../../../genericIconComponent";
 import { Button } from "../../../ui/button";
 
-export const MenuBar = ({ flows, tabId }) => {
+export const MenuBar = ({ flows, tabId }: menuBarPropsType): JSX.Element => {
   const { addFlow } = useContext(TabsContext);
   const { setErrorData } = useContext(alertContext);
   const { undo, redo } = useContext(undoRedoContext);
@@ -25,12 +26,12 @@ export const MenuBar = ({ flows, tabId }) => {
 
   function handleAddFlow() {
     try {
-      addFlow(null, true).then((id) => {
+      addFlow(undefined, true).then((id) => {
         navigate("/flow/" + id);
       });
       // saveFlowStyleInDataBase();
     } catch (err) {
-      setErrorData(err);
+      setErrorData(err as { title: string; list?: Array<string> });
     }
   }
   let current_flow = flows.find((flow) => flow.id === tabId);
@@ -45,7 +46,9 @@ export const MenuBar = ({ flows, tabId }) => {
           <DropdownMenuTrigger asChild>
             <Button asChild variant="primary" size="sm">
               <div className="header-menu-bar-display">
-                <div className="header-menu-flow-name">{current_flow.name}</div>
+                <div className="header-menu-flow-name">
+                  {current_flow!.name}
+                </div>
                 <IconComponent name="ChevronDown" className="h-4 w-4" />
               </div>
             </Button>
diff --git a/src/frontend/src/components/headerComponent/index.tsx b/src/frontend/src/components/headerComponent/index.tsx
index 91e9bbd8a..5827588e1 100644
--- a/src/frontend/src/components/headerComponent/index.tsx
+++ b/src/frontend/src/components/headerComponent/index.tsx
@@ -1,39 +1,42 @@
-import { useContext, useEffect, useState } from "react";
+import { useContext } from "react";
 import { FaDiscord, FaGithub, FaTwitter } from "react-icons/fa";
-import { Link, useLocation } from "react-router-dom";
+import { Link, useLocation, useNavigate } from "react-router-dom";
 import AlertDropdown from "../../alerts/alertDropDown";
 import { USER_PROJECTS_HEADER } from "../../constants/constants";
 import { alertContext } from "../../contexts/alertContext";
+import { AuthContext } from "../../contexts/authContext";
 import { darkContext } from "../../contexts/darkContext";
 import { TabsContext } from "../../contexts/tabsContext";
-import { getRepoStars } from "../../controllers/API";
+import { gradients } from "../../utils/styleUtils";
 import IconComponent from "../genericIconComponent";
 import { Button } from "../ui/button";
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuLabel,
+  DropdownMenuSeparator,
+  DropdownMenuTrigger,
+} from "../ui/dropdown-menu";
 import { Separator } from "../ui/separator";
 import MenuBar from "./components/menuBar";
 
-export default function Header() {
+export default function Header(): JSX.Element {
   const { flows, tabId } = useContext(TabsContext);
   const { dark, setDark } = useContext(darkContext);
   const { notificationCenter } = useContext(alertContext);
   const location = useLocation();
+  const { logout, autoLogin, isAdmin, userData } = useContext(AuthContext);
+  const { stars, gradientIndex } = useContext(darkContext);
+  const navigate = useNavigate();
 
-  const [stars, setStars] = useState(null);
-
-  // Get and set numbers of stars on header
-  useEffect(() => {
-    async function fetchStars() {
-      const starsCount = await getRepoStars("logspace-ai", "langflow");
-      setStars(starsCount);
-    }
-    fetchStars();
-  }, []);
   return (
     <div className="header-arrangement">
       <div className="header-start-display">
         <Link to="/">
           <span className="ml-4 text-2xl">⛓️</span>
         </Link>
+
         {flows.findIndex((f) => tabId === f.id) !== -1 && tabId !== "" && (
           <MenuBar flows={flows} tabId={tabId} />
         )}
@@ -116,6 +119,60 @@ export default function Header() {
               />
             </div>
           </AlertDropdown>
+          {!autoLogin && (
+            <button
+              onClick={() => {
+                navigate("/account/api-keys");
+              }}
+            >
+              <IconComponent
+                name="Key"
+                className="side-bar-button-size text-muted-foreground hover:text-accent-foreground"
+              />
+            </button>
+          )}
+          {!autoLogin && (
+            <>
+              <Separator orientation="vertical" />
+              <DropdownMenu>
+                <DropdownMenuTrigger asChild>
+                  <button
+                    className={
+                      "h-7 w-7 rounded-full focus-visible:outline-0 " +
+                      (userData?.profile_image ?? gradients[gradientIndex])
+                    }
+                  />
+                </DropdownMenuTrigger>
+                <DropdownMenuContent>
+                  <DropdownMenuLabel>My Account</DropdownMenuLabel>
+                  <DropdownMenuSeparator />
+                  {isAdmin && (
+                    <DropdownMenuItem
+                      className="cursor-pointer"
+                      onClick={() => navigate("/admin")}
+                    >
+                      Admin Page
+                    </DropdownMenuItem>
+                  )}
+                  <DropdownMenuItem
+                    className="cursor-pointer"
+                    onClick={() => navigate("/account/settings")}
+                  >
+                    Profile Settings
+                  </DropdownMenuItem>
+                  <DropdownMenuItem
+                    className="cursor-pointer"
+                    onClick={() => {
+                      logout();
+                      navigate("/login");
+                    }}
+                  >
+                    Sign Out
+                  </DropdownMenuItem>
+                </DropdownMenuContent>
+              </DropdownMenu>
+            </>
+          )}
         </div>
       </div>
     </div>
diff --git a/src/frontend/src/components/inputComponent/index.tsx b/src/frontend/src/components/inputComponent/index.tsx
index 78b06c411..490be0fb0 100644
--- a/src/frontend/src/components/inputComponent/index.tsx
+++ b/src/frontend/src/components/inputComponent/index.tsx
@@ -1,5 +1,7 @@
+import * as Form from "@radix-ui/react-form";
 import { useEffect, useState } from "react";
 import { InputComponentType } from "../../types/components";
+import { handleKeyDown } from "../../utils/reactflowUtils";
 import { classNames } from "../../utils/utils";
 import { Input } from "../ui/input";
 
@@ -7,9 +9,13 @@ export default function InputComponent({
   value,
   onChange,
   disabled,
+  required = false,
+  isForm = false,
   password,
   editNode = false,
-}: InputComponentType) {
+  placeholder = "Type something...",
+  className,
+}: InputComponentType): JSX.Element {
   const [pwdVisible, setPwdVisible] = useState(false);
 
   // Clear component state
@@ -21,28 +27,66 @@ export default function InputComponent({
 
   return (
     <div className="relative w-full">
-      <Input
-        value={value}
-        disabled={disabled}
-        className={classNames(
-          password && !pwdVisible && value !== "" ? " text-clip password " : "",
-          editNode ? " input-edit-node " : "",
-          password && editNode ? "pr-8" : "",
-          password && !editNode ? "pr-10" : ""
-        )}
-        placeholder={password && editNode ? "Key" : "Type something..."}
-        onChange={(e) => {
-          onChange(e.target.value);
-        }}
-      />
+      {isForm ? (
+        <Form.Control asChild>
+          <Input
+            type={password && !pwdVisible ? "password" : "text"}
+            value={value}
+            disabled={disabled}
+            required={required}
+            className={classNames(
+              password && !pwdVisible && value !== ""
+                ? " text-clip password "
+                : "",
+              editNode ? " input-edit-node " : "",
+              password && editNode ? "pr-8" : "",
+              password && !editNode ? "pr-10" : "",
+              className!
+            )}
+            placeholder={password && editNode ? "Key" : placeholder}
+            onChange={(e) => {
+              onChange(e.target.value);
+            }}
+            onKeyDown={(e) => {
+              handleKeyDown(e, value, "");
+            }}
+          />
+        </Form.Control>
+      ) : (
+        <Input
+          type="text"
+          value={value}
+          disabled={disabled}
+          required={required}
+          className={classNames(
+            password && !pwdVisible && value !== ""
+              ? " text-clip password "
+              : "",
+            editNode ? " input-edit-node " : "",
+            password && editNode ? "pr-8" : "",
+            password && !editNode ? "pr-10" : "",
+            className!
+          )}
+          placeholder={password && editNode ? "Key" : placeholder}
+          onChange={(e) => {
+            onChange(e.target.value);
+          }}
+          onKeyDown={(e) => {
+            handleKeyDown(e, value, "");
+          }}
+        />
+      )}
       {password && (
         <button
+          type="button"
+          tabIndex={-1}
           className={classNames(
             editNode
               ? "input-component-true-button"
               : "input-component-false-button"
           )}
-          onClick={() => {
+          onClick={(event) => {
+            event.preventDefault();
             setPwdVisible(!pwdVisible);
           }}
         >
diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 8c9693d8c..3bd1d1c23 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -13,7 +13,7 @@ export default function InputFileComponent({
   fileTypes,
   onFileChange,
   editNode = false,
-}: FileComponentType) {
+}: FileComponentType): JSX.Element {
   const [myValue, setMyValue] = useState(value);
   const [loading, setLoading] = useState(false);
   const { setErrorData } = useContext(alertContext);
@@ -41,7 +41,7 @@ export default function InputFileComponent({
     setMyValue(value);
   }, [value]);
 
-  const handleButtonClick = () => {
+  const handleButtonClick = (): void => {
     // Create a file input element
     const input = document.createElement("input");
     input.type = "file";
@@ -49,11 +49,11 @@ export default function InputFileComponent({
     input.style.display = "none"; // Hidden from view
     input.multiple = false; // Allow only one file selection
 
-    input.onchange = (e: Event) => {
+    input.onchange = (event: Event): void => {
       setLoading(true);
 
       // Get the selected file
-      const file = (e.target as HTMLInputElement).files?.[0];
+      const file = (event.target as HTMLInputElement).files?.[0];
 
       // Check if the file type is correct
       if (file && checkFileType(file.name)) {
diff --git a/src/frontend/src/components/inputListComponent/index.tsx b/src/frontend/src/components/inputListComponent/index.tsx
index 13f5f7cca..06d2f0f6a 100644
--- a/src/frontend/src/components/inputListComponent/index.tsx
+++ b/src/frontend/src/components/inputListComponent/index.tsx
@@ -11,13 +11,18 @@ export default function InputListComponent({
   onChange,
   disabled,
   editNode = false,
-}: InputListComponentType) {
+}: InputListComponentType): JSX.Element {
   useEffect(() => {
     if (disabled) {
       onChange([""]);
     }
   }, [disabled]);
 
+  // @TODO Recursive Character Text Splitter - the value might be in string format, whereas the InputListComponent specifically requires an array format. To ensure smooth operation and prevent potential errors, it's crucial that we handle the conversion from a string to an array with the string as its element.
+  if (typeof value === "string") {
+    value = [value];
+  }
+
   return (
     <div
       className={classNames(
@@ -25,20 +30,26 @@ export default function InputListComponent({
         "flex flex-col gap-3"
       )}
     >
-      {value.map((i, idx) => {
+      {value.map((singleValue, idx) => {
         return (
           <div key={idx} className="flex w-full gap-3">
             <Input
               disabled={disabled}
               type="text"
-              value={i}
+              value={singleValue}
               className={editNode ? "input-edit-node" : ""}
               placeholder="Type something..."
-              onChange={(e) => {
+              onChange={(event) => {
                 let newInputList = _.cloneDeep(value);
-                newInputList[idx] = e.target.value;
+                newInputList[idx] = event.target.value;
                 onChange(newInputList);
               }}
+              onKeyDown={(e) => {
+                if (e.ctrlKey && e.key === "Backspace") {
+                  e.preventDefault();
+                  e.stopPropagation();
+                }
+              }}
             />
             {idx === value.length - 1 ? (
               <button
diff --git a/src/frontend/src/components/intComponent/index.tsx b/src/frontend/src/components/intComponent/index.tsx
index c43055b47..dffb1b1f8 100644
--- a/src/frontend/src/components/intComponent/index.tsx
+++ b/src/frontend/src/components/intComponent/index.tsx
@@ -1,5 +1,6 @@
 import { useEffect } from "react";
 import { FloatComponentType } from "../../types/components";
+import { handleKeyDown } from "../../utils/reactflowUtils";
 import { Input } from "../ui/input";
 
 export default function IntComponent({
@@ -7,7 +8,7 @@ export default function IntComponent({
   onChange,
   disabled,
   editNode = false,
-}: FloatComponentType) {
+}: FloatComponentType): JSX.Element {
   const min = 0;
 
   // Clear component state
@@ -37,21 +38,22 @@ export default function IntComponent({
           ) {
             event.preventDefault();
           }
+          handleKeyDown(event, value, "0");
         }}
         type="number"
         step="1"
         min={min}
-        onInput={(e: React.ChangeEvent<HTMLInputElement>) => {
-          if (e.target.value < min.toString()) {
-            e.target.value = min.toString();
+        onInput={(event: React.ChangeEvent<HTMLInputElement>) => {
+          if (Number(event.target.value) < min) {
+            event.target.value = min.toString();
           }
         }}
         value={value ?? ""}
         className={editNode ? "input-edit-node" : ""}
         disabled={disabled}
         placeholder={editNode ? "Integer number" : "Type an integer number"}
-        onChange={(e) => {
-          onChange(e.target.value);
+        onChange={(event) => {
+          onChange(event.target.value);
         }}
       />
     </div>
diff --git a/src/frontend/src/components/keypairListComponent/index.tsx b/src/frontend/src/components/keypairListComponent/index.tsx
new file mode 100644
index 000000000..e9c016ece
--- /dev/null
+++ b/src/frontend/src/components/keypairListComponent/index.tsx
@@ -0,0 +1,112 @@
+import { useEffect } from "react";
+import { KeyPairListComponentType } from "../../types/components";
+
+import _ from "lodash";
+import { classNames } from "../../utils/utils";
+import IconComponent from "../genericIconComponent";
+import { Input } from "../ui/input";
+
+export default function KeypairListComponent({
+  value,
+  onChange,
+  disabled,
+  editNode = false,
+  duplicateKey,
+}: KeyPairListComponentType): JSX.Element {
+  useEffect(() => {
+    if (disabled) {
+      onChange([""]);
+    }
+  }, [disabled]);
+
+  const handleChangeKey = (event, idx) => {
+    const newInputList = _.cloneDeep(value);
+    const oldKey = Object.keys(newInputList[idx])[0];
+    const updatedObj = { [event.target.value]: newInputList[idx][oldKey] };
+    newInputList[idx] = updatedObj;
+    onChange(newInputList);
+  };
+
+  const handleChangeValue = (newValue, idx) => {
+    const newInputList = _.cloneDeep(value);
+    const key = Object.keys(newInputList[idx])[0];
+    newInputList[idx][key] = newValue;
+    onChange(newInputList);
+  };
+
+  useEffect(() => {
+    if (value) onChange(value);
+  }, [value]);
+
+  return (
+    <div
+      className={classNames(
+        value?.length > 1 && editNode ? "my-1" : "",
+        "flex flex-col gap-3"
+      )}
+    >
+      {value?.map((obj, index) => {
+        return Object.keys(obj).map((key, idx) => {
+          return (
+            <div key={idx} className="flex w-full gap-3">
+              <Input
+                type="text"
+                value={key.trim()}
+                className={classNames(
+                  editNode ? "input-edit-node" : "",
+                  duplicateKey ? "input-invalid" : ""
+                )}
+                placeholder="Type key..."
+                onChange={(event) => handleChangeKey(event, index)}
+                onKeyDown={(e) => {
+                  if (e.ctrlKey && e.key === "Backspace") {
+                    e.preventDefault();
+                    e.stopPropagation();
+                  }
+                }}
+              />
+
+              <Input
+                type="text"
+                value={obj[key]}
+                className={editNode ? "input-edit-node" : ""}
+                placeholder="Type a value..."
+                onChange={(event) =>
+                  handleChangeValue(event.target.value, index)
+                }
+              />
+
+              {index === value.length - 1 ? (
+                <button
+                  onClick={() => {
+                    let newInputList = _.cloneDeep(value);
+                    newInputList.push({ "": "" });
+                    onChange(newInputList);
+                  }}
+                >
+                  <IconComponent
+                    name="Plus"
+                    className={"h-4 w-4 hover:text-accent-foreground"}
+                  />
+                </button>
+              ) : (
+                <button
+                  onClick={() => {
+                    let newInputList = _.cloneDeep(value);
+                    newInputList.splice(index, 1);
+                    onChange(newInputList);
+                  }}
+                >
+                  <IconComponent
+                    name="X"
+                    className="h-4 w-4 hover:text-status-red"
+                  />
+                </button>
+              )}
+            </div>
+          );
+        });
+      })}
+    </div>
+  );
+}
diff --git a/src/frontend/src/components/loadingComponent/index.tsx b/src/frontend/src/components/loadingComponent/index.tsx
index 31e78d474..3ef0f8ef5 100644
--- a/src/frontend/src/components/loadingComponent/index.tsx
+++ b/src/frontend/src/components/loadingComponent/index.tsx
@@ -1,13 +1,13 @@
-type LoadingComponentProps = {
-  remSize: number;
-};
+import { LoadingComponentProps } from "../../types/components";
 
-export default function LoadingComponent({ remSize }: LoadingComponentProps) {
+export default function LoadingComponent({
+  remSize,
+}: LoadingComponentProps): JSX.Element {
   return (
-    <div role="status" className="m-auto w-min">
+    <div role="status" className="flex flex-col items-center justify-center">
       <svg
         aria-hidden="true"
-        className={`w-${remSize} h-${remSize} mr-2 animate-spin fill-almost-medium-blue  text-muted`}
+        className={`w-${remSize} h-${remSize} animate-spin fill-almost-medium-blue  text-muted`}
         viewBox="0 0 100 101"
         fill="none"
         xmlns="http://www.w3.org/2000/svg"
diff --git a/src/frontend/src/components/promptComponent/index.tsx b/src/frontend/src/components/promptComponent/index.tsx
index 82196658f..5d6c43987 100644
--- a/src/frontend/src/components/promptComponent/index.tsx
+++ b/src/frontend/src/components/promptComponent/index.tsx
@@ -3,7 +3,7 @@ import { useEffect } from "react";
 import { TypeModal } from "../../constants/enums";
 import { postValidatePrompt } from "../../controllers/API";
 import GenericModal from "../../modals/genericModal";
-import { TextAreaComponentType } from "../../types/components";
+import { PromptAreaComponentType } from "../../types/components";
 import IconComponent from "../genericIconComponent";
 
 export default function PromptAreaComponent({
@@ -14,7 +14,7 @@ export default function PromptAreaComponent({
   onChange,
   disabled,
   editNode = false,
-}: TextAreaComponentType) {
+}: PromptAreaComponentType) {
   useEffect(() => {
     if (disabled) {
       onChange("");
@@ -23,9 +23,9 @@ export default function PromptAreaComponent({
 
   useEffect(() => {
     if (value !== "" && !editNode) {
-      postValidatePrompt(field_name, value, nodeClass).then((apiReturn) => {
+      postValidatePrompt(field_name!, value, nodeClass!).then((apiReturn) => {
         if (apiReturn.data) {
-          setNodeClass(apiReturn.data.frontend_node);
+          setNodeClass!(apiReturn.data.frontend_node);
           // need to update reactFlowInstance to re-render the nodes.
         }
       });
@@ -39,8 +39,8 @@ export default function PromptAreaComponent({
         value={value}
         buttonText="Check & Save"
         modalTitle="Edit Prompt"
-        setValue={(t: string) => {
-          onChange(t);
+        setValue={(value: string) => {
+          onChange(value);
         }}
         nodeClass={nodeClass}
         setNodeClass={setNodeClass}
diff --git a/src/frontend/src/components/skeletonCardComponent/index.tsx b/src/frontend/src/components/skeletonCardComponent/index.tsx
new file mode 100644
index 000000000..a9857e4f4
--- /dev/null
+++ b/src/frontend/src/components/skeletonCardComponent/index.tsx
@@ -0,0 +1,16 @@
+import { Skeleton } from "../ui/skeleton";
+
+export const SkeletonCardComponent = (): JSX.Element => {
+  return (
+    <div className="skeleton-card">
+      <div className="skeleton-card-wrapper">
+        <Skeleton className="h-8 w-8 rounded-full" />
+        <Skeleton className="h-4 w-[120px]" />
+      </div>
+      <div className="skeleton-card-text">
+        <Skeleton className="h-3 w-[250px]" />
+        <Skeleton className="h-3 w-[200px]" />
+      </div>
+    </div>
+  );
+};
diff --git a/src/frontend/src/components/textAreaComponent/index.tsx b/src/frontend/src/components/textAreaComponent/index.tsx
index cd598f01e..fec59f40e 100644
--- a/src/frontend/src/components/textAreaComponent/index.tsx
+++ b/src/frontend/src/components/textAreaComponent/index.tsx
@@ -10,7 +10,7 @@ export default function TextAreaComponent({
   onChange,
   disabled,
   editNode = false,
-}: TextAreaComponentType) {
+}: TextAreaComponentType): JSX.Element {
   // Clear text area
   useEffect(() => {
     if (disabled) {
@@ -25,8 +25,8 @@ export default function TextAreaComponent({
         disabled={disabled}
         className={editNode ? "input-edit-node" : ""}
         placeholder={"Type something..."}
-        onChange={(e) => {
-          onChange(e.target.value);
+        onChange={(event) => {
+          onChange(event.target.value);
         }}
       />
       <div>
@@ -35,8 +35,8 @@ export default function TextAreaComponent({
           buttonText="Finishing Editing"
           modalTitle="Edit Text"
           value={value}
-          setValue={(t: string) => {
-            onChange(t);
+          setValue={(value: string) => {
+            onChange(value);
           }}
         >
           {!editNode && (
diff --git a/src/frontend/src/components/toggleComponent/index.tsx b/src/frontend/src/components/toggleComponent/index.tsx
index 210c9223a..52d012c61 100644
--- a/src/frontend/src/components/toggleComponent/index.tsx
+++ b/src/frontend/src/components/toggleComponent/index.tsx
@@ -7,7 +7,7 @@ export default function ToggleComponent({
   enabled,
   setEnabled,
   disabled,
-}: ToggleComponentType) {
+}: ToggleComponentType): JSX.Element {
   // set component state as disabled
   useEffect(() => {
     if (disabled) {
@@ -18,8 +18,8 @@ export default function ToggleComponent({
     <div className={disabled ? "pointer-events-none cursor-not-allowed" : ""}>
       <Switch
         checked={enabled}
-        onChange={(x: boolean) => {
-          setEnabled(x);
+        onChange={(isEnabled: boolean) => {
+          setEnabled(isEnabled);
         }}
         className={classNames(
           enabled ? "bg-primary" : "bg-input",
diff --git a/src/frontend/src/components/toggleShadComponent/index.tsx b/src/frontend/src/components/toggleShadComponent/index.tsx
index 95ef6d062..9c0967398 100644
--- a/src/frontend/src/components/toggleShadComponent/index.tsx
+++ b/src/frontend/src/components/toggleShadComponent/index.tsx
@@ -6,7 +6,7 @@ export default function ToggleShadComponent({
   setEnabled,
   disabled,
   size,
-}: ToggleComponentType) {
+}: ToggleComponentType): JSX.Element {
   let scaleX, scaleY;
   switch (size) {
     case "small":
@@ -35,8 +35,8 @@ export default function ToggleShadComponent({
         disabled={disabled}
         className=""
         checked={enabled}
-        onCheckedChange={(x: boolean) => {
-          setEnabled(x);
+        onCheckedChange={(isEnabled: boolean) => {
+          setEnabled(isEnabled);
         }}
       ></Switch>
     </div>
diff --git a/src/frontend/src/components/ui/dialog.tsx b/src/frontend/src/components/ui/dialog.tsx
index 57dda0fef..551fa281c 100644
--- a/src/frontend/src/components/ui/dialog.tsx
+++ b/src/frontend/src/components/ui/dialog.tsx
@@ -1,7 +1,7 @@
 import * as DialogPrimitive from "@radix-ui/react-dialog";
+import { Cross2Icon } from "@radix-ui/react-icons";
 import * as React from "react";
 import { cn } from "../../utils/utils";
-import IconComponent from "../genericIconComponent";
 
 const Dialog = DialogPrimitive.Root;
 
@@ -13,7 +13,7 @@ const DialogPortal = ({
   ...props
 }: DialogPrimitive.DialogPortalProps) => (
   <DialogPrimitive.Portal className={cn(className)} {...props}>
-    <div className="fixed inset-0 z-50 flex items-start justify-center sm:items-center">
+    <div className="nopan nodrag noundo nocopy fixed inset-0 z-50 flex items-start justify-center sm:items-center">
       {children}
     </div>
   </DialogPrimitive.Portal>
@@ -27,7 +27,7 @@ const DialogOverlay = React.forwardRef<
   <DialogPrimitive.Overlay
     ref={ref}
     className={cn(
-      "fixed inset-0 z-50 bg-blur-shared backdrop-blur-sm transition-all duration-100 data-[state=closed]:animate-out data-[state=closed]:fade-out data-[state=open]:fade-in",
+      "nopan nodrag noundo nocopy fixed inset-0 bottom-0 left-0 right-0 top-0 z-50 overflow-auto bg-blur-shared backdrop-blur-sm data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0",
       className
     )}
     {...props}
@@ -44,14 +44,14 @@ const DialogContent = React.forwardRef<
     <DialogPrimitive.Content
       ref={ref}
       className={cn(
-        "noundo nocopy fixed z-50 flex w-full flex-col gap-3 rounded-b-lg border bg-background p-6 shadow-lg animate-in data-[state=open]:fade-in-90 data-[state=open]:slide-in-from-bottom-10 sm:max-w-lg sm:rounded-lg sm:zoom-in-90 data-[state=open]:sm:slide-in-from-bottom-0",
+        "fixed left-[50%] top-[50%] z-50 grid w-full max-w-lg translate-x-[-50%] translate-y-[-50%] gap-4 border bg-background p-6 shadow-lg duration-200 data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[state=closed]:slide-out-to-left-1/2 data-[state=closed]:slide-out-to-top-[48%] data-[state=open]:slide-in-from-left-1/2 data-[state=open]:slide-in-from-top-[48%] sm:rounded-lg md:w-full",
         className
       )}
       {...props}
     >
       {children}
       <DialogPrimitive.Close className="absolute right-4 top-4 rounded-sm opacity-70 ring-offset-background transition-opacity hover:opacity-100 focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 disabled:pointer-events-none data-[state=open]:bg-accent data-[state=open]:text-muted-foreground">
-        <IconComponent name="X" className="h-4 w-4" />
+        <Cross2Icon className="h-4 w-4" />
         <span className="sr-only">Close</span>
       </DialogPrimitive.Close>
     </DialogPrimitive.Content>
diff --git a/src/frontend/src/components/ui/popover.tsx b/src/frontend/src/components/ui/popover.tsx
index 63c80bb7e..2a7a6988d 100644
--- a/src/frontend/src/components/ui/popover.tsx
+++ b/src/frontend/src/components/ui/popover.tsx
@@ -27,4 +27,4 @@ const PopoverContent = React.forwardRef<
 ));
 PopoverContent.displayName = PopoverPrimitive.Content.displayName;
 
-export { Popover, PopoverTrigger, PopoverContent };
+export { Popover, PopoverContent, PopoverTrigger };
diff --git a/src/frontend/src/components/ui/rename-label.tsx b/src/frontend/src/components/ui/rename-label.tsx
index e1cef4996..4930aedca 100644
--- a/src/frontend/src/components/ui/rename-label.tsx
+++ b/src/frontend/src/components/ui/rename-label.tsx
@@ -15,22 +15,22 @@ export default function RenameLabel(props) {
   useEffect(() => {
     if (isRename) {
       setMyValue(props.value);
-      document.addEventListener("keydown", (e) => {
-        if (e.key === "Escape") {
+      document.addEventListener("keydown", (event) => {
+        if (event.key === "Escape") {
           setIsRename(false);
           props.setValue("");
         }
       });
       if (inputRef.current) {
         setTimeout(() => {
-          inputRef.current.focus();
+          inputRef.current?.focus();
         }, 100);
       }
     }
     resizeInput();
   }, [isRename]);
 
-  const inputRef = useRef(null);
+  const inputRef = useRef<HTMLInputElement | null>(null);
 
   const resizeInput = () => {
     const input = inputRef.current;
@@ -67,8 +67,8 @@ export default function RenameLabel(props) {
             }
           }}
           value={myValue}
-          onChange={(e) => {
-            setMyValue(e.target.value);
+          onChange={(event) => {
+            setMyValue(event.target.value);
           }}
         />
       ) : (
diff --git a/src/frontend/src/components/ui/select.tsx b/src/frontend/src/components/ui/select.tsx
index 6398be1e2..6edfff87a 100644
--- a/src/frontend/src/components/ui/select.tsx
+++ b/src/frontend/src/components/ui/select.tsx
@@ -29,8 +29,8 @@ const SelectTrigger = React.forwardRef<
       <ChevronDown className="h-4 w-4 opacity-50" />
     </SelectPrimitive.Icon>
   </SelectPrimitive.Trigger>
-))
-SelectTrigger.displayName = SelectPrimitive.Trigger.displayName
+));
+SelectTrigger.displayName = SelectPrimitive.Trigger.displayName;
 
 const SelectContent = React.forwardRef<
   React.ElementRef<typeof SelectPrimitive.Content>,
@@ -94,8 +94,8 @@ const SelectItem = React.forwardRef<
 
     <SelectPrimitive.ItemText>{children}</SelectPrimitive.ItemText>
   </SelectPrimitive.Item>
-))
-SelectItem.displayName = SelectPrimitive.Item.displayName
+));
+SelectItem.displayName = SelectPrimitive.Item.displayName;
 
 const SelectSeparator = React.forwardRef<
   React.ElementRef<typeof SelectPrimitive.Separator>,
@@ -106,16 +106,16 @@ const SelectSeparator = React.forwardRef<
     className={cn("-mx-1 my-1 h-px bg-muted", className)}
     {...props}
   />
-))
-SelectSeparator.displayName = SelectPrimitive.Separator.displayName
+));
+SelectSeparator.displayName = SelectPrimitive.Separator.displayName;
 
 export {
   Select,
-  SelectGroup,
-  SelectValue,
-  SelectTrigger,
   SelectContent,
-  SelectLabel,
+  SelectGroup,
   SelectItem,
+  SelectLabel,
   SelectSeparator,
-}
+  SelectTrigger,
+  SelectValue,
+};
diff --git a/src/frontend/src/components/ui/skeleton.tsx b/src/frontend/src/components/ui/skeleton.tsx
new file mode 100644
index 000000000..f7a1573f2
--- /dev/null
+++ b/src/frontend/src/components/ui/skeleton.tsx
@@ -0,0 +1,15 @@
+import { cn } from "../../utils/utils";
+
+function Skeleton({
+  className,
+  ...props
+}: React.HTMLAttributes<HTMLDivElement>) {
+  return (
+    <div
+      className={cn("animate-pulse rounded-md bg-border", className)}
+      {...props}
+    />
+  );
+}
+
+export { Skeleton };
diff --git a/src/frontend/src/constants/constants.ts b/src/frontend/src/constants/constants.ts
index 0ff77cf45..d6ba802ee 100644
--- a/src/frontend/src/constants/constants.ts
+++ b/src/frontend/src/constants/constants.ts
@@ -29,6 +29,7 @@ export const INVALID_CHARACTERS = [
  */
 
 export const regexHighlight = /\{([^}]+)\}/g;
+export const specialCharsRegex = /[!@#$%^&*()\-_=+[\]{}|;:'",.<>/?\\`´]/;
 
 export const programmingLanguages: languageMap = {
   javascript: ".js",
@@ -114,6 +115,9 @@ export const EDIT_DIALOG_SUBTITLE =
 export const CODE_PROMPT_DIALOG_SUBTITLE =
   "Edit your Python code. This code snippet accepts module import and a single function definition. Make sure that your function returns a string.";
 
+export const CODE_DICT_DIALOG_SUBTITLE =
+  "Edit your dictionary. This dialog allows you to create your own customized dictionary. You can add as many key-value pairs as you want. While in edit mode, you can enter ({}) or ([]), and this will result in adding a new object or array.";
+
 /**
  * The base text for subtitle of Prompt Dialog
  * @constant
@@ -498,6 +502,21 @@ export const NOUNS: string[] = [
  */
 export const USER_PROJECTS_HEADER = "My Collection";
 
+/**
+ * Header text for admin page
+ * @constant
+ *
+ */
+export const ADMIN_HEADER_TITLE = "Admin Page";
+
+/**
+ * Header description for admin page
+ * @constant
+ *
+ */
+export const ADMIN_HEADER_DESCRIPTION =
+  "Navigate through this section to efficiently oversee all application users. From here, you can seamlessly manage user accounts.";
+
 /**
  * URLs excluded from error retries.
  * @constant
@@ -507,4 +526,137 @@ export const URL_EXCLUDED_FROM_ERROR_RETRIES = [
   "/api/v1/validate/code",
   "/api/v1/custom_component",
   "/api/v1/validate/prompt",
+  "http://localhost:7860/login",
 ];
+
+export const skipNodeUpdate = ["CustomComponent"];
+
+export const CONTROL_INPUT_STATE = {
+  password: "",
+  cnfPassword: "",
+  username: "",
+};
+
+export const CONTROL_PATCH_USER_STATE = {
+  password: "",
+  cnfPassword: "",
+  gradient: "",
+};
+
+export const CONTROL_LOGIN_STATE = {
+  username: "",
+  password: "",
+};
+
+export const CONTROL_NEW_USER = {
+  username: "",
+  password: "",
+  is_active: false,
+  is_superuser: false,
+};
+
+export const CONTROL_NEW_API_KEY = {
+  apikeyname: "",
+};
+
+export const tabsCode = [];
+
+export function tabsArray(codes: string[], method: number) {
+  if (!method) return;
+  if (method === 0) {
+    return [
+      {
+        name: "cURL",
+        mode: "bash",
+        image: "https://curl.se/logo/curl-symbol-transparent.png",
+        language: "sh",
+        code: codes[0],
+      },
+      {
+        name: "Python API",
+        mode: "python",
+        image:
+          "https://images.squarespace-cdn.com/content/v1/5df3d8c5d2be5962e4f87890/1628015119369-OY4TV3XJJ53ECO0W2OLQ/Python+API+Training+Logo.png?format=1000w",
+        language: "py",
+        code: codes[1],
+      },
+      {
+        name: "Python Code",
+        mode: "python",
+        image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+        language: "py",
+        code: codes[2],
+      },
+      {
+        name: "Chat Widget HTML",
+        description:
+          "Insert this code anywhere in your &lt;body&gt; tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
+        mode: "html",
+        image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+        language: "py",
+        code: codes[3],
+      },
+    ];
+  }
+  return [
+    {
+      name: "cURL",
+      mode: "bash",
+      image: "https://curl.se/logo/curl-symbol-transparent.png",
+      language: "sh",
+      code: codes[0],
+    },
+    {
+      name: "Python API",
+      mode: "python",
+      image:
+        "https://images.squarespace-cdn.com/content/v1/5df3d8c5d2be5962e4f87890/1628015119369-OY4TV3XJJ53ECO0W2OLQ/Python+API+Training+Logo.png?format=1000w",
+      language: "py",
+      code: codes[1],
+    },
+    {
+      name: "Python Code",
+      mode: "python",
+      language: "py",
+      image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+      code: codes[2],
+    },
+    {
+      name: "Chat Widget HTML",
+      description:
+        "Insert this code anywhere in your &lt;body&gt; tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
+      mode: "html",
+      image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+      language: "py",
+      code: codes[3],
+    },
+    {
+      name: "Tweaks",
+      mode: "python",
+      image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+      language: "py",
+      code: codes[4],
+    },
+  ];
+}
+export const FETCH_ERROR_MESSAGE = "Couldn't establish a connection.";
+export const FETCH_ERROR_DESCRIPION =
+  "Check if everything is working properly and try again.";
+
+export const BASE_URL_API = "/api/v1/";
+
+export const SIGN_UP_SUCCESS = "Account created! Await admin activation. ";
+
+export const API_PAGE_PARAGRAPH_1 =
+  "Your secret API keys are listed below. Please note that we do not display your secret API keys again after you generate them.";
+
+export const API_PAGE_PARAGRAPH_2 =
+  "Do not share your API key with others, or expose it in the browser or other client-side code.";
+
+export const API_PAGE_USER_KEYS =
+  "This user does not have any keys assigned at the moment.";
+
+export const LAST_USED_SPAN_1 = "The last time this key was used.";
+
+export const LAST_USED_SPAN_2 =
+  "Accurate to within the hour from the most recent usage.";
diff --git a/src/frontend/src/contexts/alertContext.tsx b/src/frontend/src/contexts/alertContext.tsx
index 62ae2e396..0b183a297 100644
--- a/src/frontend/src/contexts/alertContext.tsx
+++ b/src/frontend/src/contexts/alertContext.tsx
@@ -1,34 +1,15 @@
 import { createContext, ReactNode, useState } from "react";
 import { AlertItemType } from "../types/alerts";
+import { alertContextType } from "../types/typesContext";
 
 import _ from "lodash";
 
-//types for alertContextType
-type alertContextType = {
-  errorData: { title: string; list?: Array<string> };
-  setErrorData: (newState: { title: string; list?: Array<string> }) => void;
-  errorOpen: boolean;
-  setErrorOpen: (newState: boolean) => void;
-  noticeData: { title: string; link?: string };
-  setNoticeData: (newState: { title: string; link?: string }) => void;
-  noticeOpen: boolean;
-  setNoticeOpen: (newState: boolean) => void;
-  successData: { title: string };
-  setSuccessData: (newState: { title: string }) => void;
-  successOpen: boolean;
-  setSuccessOpen: (newState: boolean) => void;
-  notificationCenter: boolean;
-  setNotificationCenter: (newState: boolean) => void;
-  notificationList: Array<AlertItemType>;
-  pushNotificationList: (Object: AlertItemType) => void;
-  clearNotificationList: () => void;
-  removeFromNotificationList: (index: string) => void;
-};
-
 //initial values to alertContextType
 const initialValue: alertContextType = {
   errorData: { title: "", list: [] },
   setErrorData: () => {},
+  loading: true,
+  setLoading: () => {},
   errorOpen: false,
   setErrorOpen: () => {},
   noticeData: { title: "", link: "" },
@@ -55,6 +36,7 @@ export function AlertProvider({ children }: { children: ReactNode }) {
     list?: Array<string>;
   }>({ title: "", list: [] });
   const [errorOpen, setErrorOpen] = useState(false);
+  const [loading, setLoading] = useState(true);
   const [noticeData, setNoticeDataState] = useState<{
     title: string;
     link?: string;
@@ -65,7 +47,8 @@ export function AlertProvider({ children }: { children: ReactNode }) {
   });
   const [successOpen, setSuccessOpen] = useState(false);
   const [notificationCenter, setNotificationCenter] = useState(false);
-  const [notificationList, setNotificationList] = useState([]);
+  const [notificationList, setNotificationList] = useState<AlertItemType[]>([]);
+  const [isTweakPage, setIsTweakPage] = useState<boolean>(false);
   const pushNotificationList = (notification: AlertItemType) => {
     setNotificationList((old) => {
       let newNotificationList = _.cloneDeep(old);
@@ -141,6 +124,8 @@ export function AlertProvider({ children }: { children: ReactNode }) {
         removeFromNotificationList,
         clearNotificationList,
         notificationList,
+        loading,
+        setLoading,
         pushNotificationList,
         setNotificationCenter,
         notificationCenter,
diff --git a/src/frontend/src/contexts/authContext.tsx b/src/frontend/src/contexts/authContext.tsx
new file mode 100644
index 000000000..c917b4ef9
--- /dev/null
+++ b/src/frontend/src/contexts/authContext.tsx
@@ -0,0 +1,123 @@
+import { createContext, useContext, useEffect, useState } from "react";
+import Cookies from "universal-cookie";
+import { autoLogin as autoLoginApi, getLoggedUser } from "../controllers/API";
+import { Users } from "../types/api";
+import { AuthContextType } from "../types/contexts/auth";
+import { alertContext } from "./alertContext";
+
+const initialValue: AuthContextType = {
+  isAdmin: false,
+  setIsAdmin: () => false,
+  isAuthenticated: false,
+  accessToken: null,
+  refreshToken: null,
+  login: () => {},
+  logout: () => {},
+  userData: null,
+  setUserData: () => {},
+  getAuthentication: () => false,
+  authenticationErrorCount: 0,
+  autoLogin: false,
+  setAutoLogin: () => {},
+};
+
+export const AuthContext = createContext<AuthContextType>(initialValue);
+
+export function AuthProvider({ children }): React.ReactElement {
+  const cookies = new Cookies();
+  const [accessToken, setAccessToken] = useState<string | null>(
+    cookies.get("access_token")
+  );
+  const [refreshToken, setRefreshToken] = useState<string | null>(
+    cookies.get("refresh_token")
+  );
+  const [isAuthenticated, setIsAuthenticated] = useState<boolean>(false);
+  const [isAdmin, setIsAdmin] = useState<boolean>(false);
+  const [userData, setUserData] = useState<Users | null>(null);
+  const [autoLogin, setAutoLogin] = useState<boolean>(false);
+  const { setLoading } = useContext(alertContext);
+  useEffect(() => {
+    const storedAccessToken = cookies.get("access_token");
+    if (storedAccessToken) {
+      setAccessToken(storedAccessToken);
+    }
+  }, []);
+
+  useEffect(() => {
+    const isLoginPage = location.pathname.includes("login");
+
+    autoLoginApi()
+      .then((user) => {
+        if (user && user["access_token"]) {
+          user["refresh_token"] = "auto";
+          login(user["access_token"], user["refresh_token"]);
+          setUserData(user);
+          setAutoLogin(true);
+          setLoading(false);
+        }
+      })
+      .catch((error) => {
+        setAutoLogin(false);
+        if (getAuthentication() && !isLoginPage) {
+          getLoggedUser()
+            .then((user) => {
+              setUserData(user);
+              setLoading(false);
+              const isSuperUser = user!.is_superuser;
+              setIsAdmin(isSuperUser);
+            })
+            .catch((error) => {});
+        } else {
+          setLoading(false);
+        }
+      });
+  }, []);
+
+  function getAuthentication() {
+    const storedRefreshToken = cookies.get("refresh_token");
+    const storedAccess = cookies.get("access_token");
+    const auth = storedAccess && storedRefreshToken ? true : false;
+    return auth;
+  }
+
+  function login(newAccessToken: string, refreshToken: string) {
+    cookies.set("access_token", newAccessToken, { path: "/" });
+    cookies.set("refresh_token", refreshToken, { path: "/" });
+    setAccessToken(newAccessToken);
+    setRefreshToken(refreshToken);
+    setIsAuthenticated(true);
+  }
+
+  function logout() {
+    cookies.remove("access_token", { path: "/" });
+    cookies.remove("refresh_token", { path: "/" });
+    setIsAdmin(false);
+    setUserData(null);
+    setAccessToken(null);
+    setRefreshToken(null);
+    setIsAuthenticated(false);
+  }
+
+  return (
+    // !! to convert string to boolean
+    <AuthContext.Provider
+      value={{
+        isAdmin,
+        setIsAdmin,
+        isAuthenticated: !!accessToken,
+        accessToken,
+        refreshToken,
+        login,
+        logout,
+        setUserData,
+        userData,
+        getAuthentication,
+        authenticationErrorCount: 0,
+        setAutoLogin,
+        autoLogin,
+      }}
+    >
+      {children}
+    </AuthContext.Provider>
+  );
+}
diff --git a/src/frontend/src/contexts/darkContext.tsx b/src/frontend/src/contexts/darkContext.tsx
index 2a76d0e53..571a89b01 100644
--- a/src/frontend/src/contexts/darkContext.tsx
+++ b/src/frontend/src/contexts/darkContext.tsx
@@ -1,34 +1,54 @@
 import { createContext, useEffect, useState } from "react";
-
-type darkContextType = {
-  dark: {};
-  setDark: (newState: {}) => void;
-};
+import { getRepoStars } from "../controllers/API";
+import { darkContextType } from "../types/typesContext";
 
 const initialValue = {
   dark: {},
   setDark: () => {},
+  stars: 0,
+  setStars: (stars) => 0,
+  gradientIndex: 0,
+  setGradientIndex: () => 0,
 };
 
 export const darkContext = createContext<darkContextType>(initialValue);
 
 export function DarkProvider({ children }) {
   const [dark, setDark] = useState(
-    JSON.parse(window.localStorage.getItem("isDark")) ?? false
+    JSON.parse(window.localStorage.getItem("isDark")!) ?? false
   );
+  const [stars, setStars] = useState<number>(0);
+  const [gradientIndex, setGradientIndex] = useState<number>(0);
+
+  useEffect(() => {
+    async function fetchStars() {
+      const starsCount = await getRepoStars("logspace-ai", "langflow");
+      setStars(starsCount);
+    }
+    fetchStars();
+    const min = 0;
+    const max = 30;
+    setGradientIndex(Math.floor(Math.random() * (max - min + 1)) + min);
+  }, []);
+
   useEffect(() => {
     if (dark) {
-      document.getElementById("body").classList.add("dark");
+      document.getElementById("body")!.classList.add("dark");
     } else {
-      document.getElementById("body").classList.remove("dark");
+      document.getElementById("body")!.classList.remove("dark");
     }
     window.localStorage.setItem("isDark", dark.toString());
   }, [dark]);
+
   return (
     <darkContext.Provider
       value={{
+        setStars,
+        stars,
         dark,
         setDark,
+        setGradientIndex,
+        gradientIndex,
       }}
     >
       {children}
diff --git a/src/frontend/src/contexts/index.tsx b/src/frontend/src/contexts/index.tsx
index f143df708..f90cb7812 100644
--- a/src/frontend/src/contexts/index.tsx
+++ b/src/frontend/src/contexts/index.tsx
@@ -1,8 +1,11 @@
 import { ReactNode } from "react";
+import { BrowserRouter } from "react-router-dom";
 import { ReactFlowProvider } from "reactflow";
 import { TooltipProvider } from "../components/ui/tooltip";
+import { ApiInterceptor } from "../controllers/API/api";
 import { SSEProvider } from "./SSEContext";
 import { AlertProvider } from "./alertContext";
+import { AuthProvider } from "./authContext";
 import { DarkProvider } from "./darkContext";
 import { LocationProvider } from "./locationContext";
 import { TabsProvider } from "./tabsContext";
@@ -13,23 +16,28 @@ export default function ContextWrapper({ children }: { children: ReactNode }) {
   //element to wrap all context
   return (
     <>
-      <TooltipProvider>
-        <ReactFlowProvider>
-          <DarkProvider>
-            <TypesProvider>
-              <LocationProvider>
-                <AlertProvider>
-                  <SSEProvider>
-                    <TabsProvider>
-                      <UndoRedoProvider>{children}</UndoRedoProvider>
-                    </TabsProvider>
-                  </SSEProvider>
-                </AlertProvider>
-              </LocationProvider>
-            </TypesProvider>
-          </DarkProvider>
-        </ReactFlowProvider>
-      </TooltipProvider>
+      <BrowserRouter>
+        <AlertProvider>
+          <AuthProvider>
+            <TooltipProvider>
+              <ReactFlowProvider>
+                <DarkProvider>
+                  <TypesProvider>
+                    <LocationProvider>
+                      <ApiInterceptor />
+                      <SSEProvider>
+                        <TabsProvider>
+                          <UndoRedoProvider>{children}</UndoRedoProvider>
+                        </TabsProvider>
+                      </SSEProvider>
+                    </LocationProvider>
+                  </TypesProvider>
+                </DarkProvider>
+              </ReactFlowProvider>
+            </TooltipProvider>
+          </AuthProvider>
+        </AlertProvider>
+      </BrowserRouter>
     </>
   );
 }
diff --git a/src/frontend/src/contexts/locationContext.tsx b/src/frontend/src/contexts/locationContext.tsx
index 474062d69..b0a9ef8c5 100644
--- a/src/frontend/src/contexts/locationContext.tsx
+++ b/src/frontend/src/contexts/locationContext.tsx
@@ -1,34 +1,5 @@
 import { createContext, ReactNode, useState } from "react";
-
-//types for location context
-type locationContextType = {
-  current: Array<string>;
-  setCurrent: (newState: Array<string>) => void;
-  isStackedOpen: boolean;
-  setIsStackedOpen: (newState: boolean) => void;
-  showSideBar: boolean;
-  setShowSideBar: (newState: boolean) => void;
-  extraNavigation: {
-    title: string;
-    options?: Array<{
-      name: string;
-      href: string;
-      icon: any;
-      children?: Array<any>;
-    }>;
-  };
-  setExtraNavigation: (newState: {
-    title: string;
-    options?: Array<{
-      name: string;
-      href: string;
-      icon: any;
-      children?: Array<any>;
-    }>;
-  }) => void;
-  extraComponent: any;
-  setExtraComponent: (newState: any) => void;
-};
+import { locationContextType } from "../types/typesContext";
 
 //initial value for location context
 const initialValue = {
diff --git a/src/frontend/src/contexts/tabsContext.tsx b/src/frontend/src/contexts/tabsContext.tsx
index 5ea8c11c0..6190a6e56 100644
--- a/src/frontend/src/contexts/tabsContext.tsx
+++ b/src/frontend/src/contexts/tabsContext.tsx
@@ -1,3 +1,4 @@
+import { AxiosError } from "axios";
 import _ from "lodash";
 import {
   ReactNode,
@@ -7,8 +8,9 @@ import {
   useRef,
   useState,
 } from "react";
-import { addEdge } from "reactflow";
+import { Edge, Node, ReactFlowJsonObject, addEdge } from "reactflow";
 import ShortUniqueId from "short-unique-id";
+import { skipNodeUpdate } from "../constants/constants";
 import {
   deleteFlowFromDatabase,
   downloadFlowsFromDatabase,
@@ -18,7 +20,8 @@ import {
   uploadFlowsToDatabase,
 } from "../controllers/API";
 import { APIClassType, APITemplateType } from "../types/api";
-import { FlowType, NodeType } from "../types/flow";
+import { tweakType } from "../types/components";
+import { FlowType, NodeDataType, NodeType } from "../types/flow";
 import { TabsContextType, TabsState } from "../types/tabs";
 import {
   addVersionToDuplicates,
@@ -27,6 +30,7 @@ import {
 } from "../utils/reactflowUtils";
 import { getRandomDescription, getRandomName } from "../utils/utils";
 import { alertContext } from "./alertContext";
+import { AuthContext } from "./authContext";
 import { typesContext } from "./typesContext";
 
 const uid = new ShortUniqueId({ length: 5 });
@@ -35,6 +39,7 @@ const TabsContextInitialValue: TabsContextType = {
   save: () => {},
   tabId: "",
   setTabId: (index: string) => {},
+  isLoading: true,
   flows: [],
   removeFlow: (id: string) => {},
   addFlow: async (flowData?: any) => "",
@@ -43,7 +48,7 @@ const TabsContextInitialValue: TabsContextType = {
   downloadFlow: (flow: FlowType) => {},
   downloadFlows: () => {},
   uploadFlows: () => {},
-  uploadFlow: () => {},
+  uploadFlow: async () => "",
   isBuilt: false,
   setIsBuilt: (state: boolean) => {},
   hardReset: () => {},
@@ -66,16 +71,29 @@ export const TabsContext = createContext<TabsContextType>(
 );
 
 export function TabsProvider({ children }: { children: ReactNode }) {
-  const { setErrorData, setNoticeData } = useContext(alertContext);
+  const { setErrorData, setNoticeData, setSuccessData } =
+    useContext(alertContext);
+  const { getAuthentication, isAuthenticated } = useContext(AuthContext);
 
   const [tabId, setTabId] = useState("");
 
+  const [isLoading, setIsLoading] = useState(true);
+
   const [flows, setFlows] = useState<Array<FlowType>>([]);
   const [id, setId] = useState(uid());
   const { templates, reactFlowInstance } = useContext(typesContext);
-  const [lastCopiedSelection, setLastCopiedSelection] = useState(null);
+  const [lastCopiedSelection, setLastCopiedSelection] = useState<{
+    nodes: any;
+    edges: any;
+  } | null>(null);
   const [tabsState, setTabsState] = useState<TabsState>({});
-  const [getTweak, setTweak] = useState([]);
+  const [getTweak, setTweak] = useState<tweakType>([]);
+
+  useEffect(() => {
+    if (!isAuthenticated) {
+      hardReset();
+    }
+  }, [isAuthenticated]);
 
   const newNodeId = useRef(uid());
   function incrementNodeId() {
@@ -107,44 +125,46 @@ export function TabsProvider({ children }: { children: ReactNode }) {
   }
 
   function refreshFlows() {
+    setIsLoading(true);
     getTabsDataFromDB().then((DbData) => {
       if (DbData && Object.keys(templates).length > 0) {
         try {
           processDBData(DbData);
           updateStateWithDbData(DbData);
-        } catch (e) {
-          console.error(e);
-        }
+          setIsLoading(false);
+        } catch (e) {}
       }
     });
   }
 
   useEffect(() => {
-    // get data from db
-    //get tabs locally saved
-    // let tabsData = getLocalStorageTabsData();
-    refreshFlows();
-  }, [templates]);
+    // If the user is authenticated, fetch the types. This code is important to check if the user is auth because of the execution order of the useEffect hooks.
+    if (getAuthentication() === true) {
+      // get data from db
+      //get tabs locally saved
+      // let tabsData = getLocalStorageTabsData();
+      refreshFlows();
+    }
+  }, [templates, getAuthentication()]);
 
   function getTabsDataFromDB() {
     //get tabs from db
     return readFlowsFromDatabase();
   }
-  function processDBData(DbData) {
-    DbData.forEach((flow) => {
+
+  function processDBData(DbData: FlowType[]) {
+    DbData.forEach((flow: FlowType) => {
       try {
         if (!flow.data) {
           return;
         }
         processFlowEdges(flow);
         processFlowNodes(flow);
-      } catch (e) {
-        console.error(e);
-      }
+      } catch (e) {}
     });
   }
 
-  function processFlowEdges(flow) {
+  function processFlowEdges(flow: FlowType) {
     if (!flow.data || !flow.data.edges) return;
     flow.data.edges.forEach((edge) => {
       edge.className = "";
@@ -153,16 +173,17 @@ export function TabsProvider({ children }: { children: ReactNode }) {
   }
 
   function updateDisplay_name(node: NodeType, template: APIClassType) {
-    node.data.node.display_name = template["display_name"] || node.data.type;
+    node.data.node!.display_name = template["display_name"] || node.data.type;
   }
 
   function updateNodeDocumentation(node: NodeType, template: APIClassType) {
-    node.data.node.documentation = template["documentation"];
+    node.data.node!.documentation = template["documentation"];
   }
 
-  function processFlowNodes(flow) {
+  function processFlowNodes(flow: FlowType) {
     if (!flow.data || !flow.data.nodes) return;
     flow.data.nodes.forEach((node: NodeType) => {
+      if (skipNodeUpdate.includes(node.data.type)) return;
       const template = templates[node.data.type];
       if (!template) {
         setErrorData({ title: `Unknown node type: ${node.data.type}` });
@@ -180,7 +201,7 @@ export function TabsProvider({ children }: { children: ReactNode }) {
   }
 
   function updateNodeBaseClasses(node: NodeType, template: APIClassType) {
-    node.data.node.base_classes = template["base_classes"];
+    node.data.node!.base_classes = template["base_classes"];
   }
 
   function updateNodeEdges(
@@ -188,10 +209,10 @@ export function TabsProvider({ children }: { children: ReactNode }) {
     node: NodeType,
     template: APIClassType
   ) {
-    flow.data.edges.forEach((edge) => {
+    flow.data!.edges.forEach((edge) => {
       if (edge.source === node.id) {
         edge.sourceHandle = edge.sourceHandle
-          .split("|")
+          ?.split("|")
           .slice(0, 2)
           .concat(template["base_classes"])
           .join("|");
@@ -200,25 +221,25 @@ export function TabsProvider({ children }: { children: ReactNode }) {
   }
 
   function updateNodeDescription(node: NodeType, template: APIClassType) {
-    node.data.node.description = template["description"];
+    node.data.node!.description = template["description"];
   }
 
   function updateNodeTemplate(node: NodeType, template: APIClassType) {
-    node.data.node.template = updateTemplate(
+    node.data.node!.template = updateTemplate(
       template["template"] as unknown as APITemplateType,
-      node.data.node.template as APITemplateType
+      node.data.node!.template as APITemplateType
     );
   }
 
-  function updateStateWithDbData(tabsData) {
+  function updateStateWithDbData(tabsData: FlowType[]) {
     setFlows(tabsData);
   }
 
   function hardReset() {
     newNodeId.current = uid();
     setTabId("");
-
     setFlows([]);
+    setIsLoading(true);
     setId(uid());
   }
 
@@ -241,7 +262,7 @@ export function TabsProvider({ children }: { children: ReactNode }) {
     link.download = `${
       flowName && flowName != ""
         ? flowName
-        : flows.find((f) => f.id === tabId).name
+        : flows.find((f) => f.id === tabId)!.name
     }.json`;
 
     // simulate a click on the link element to trigger the download
@@ -276,39 +297,40 @@ export function TabsProvider({ children }: { children: ReactNode }) {
    * If the file type is application/json, the file is read and parsed into a JSON object.
    * The resulting JSON object is passed to the addFlow function.
    */
-  function uploadFlow(newProject?: boolean, file?: File) {
+  async function uploadFlow(
+    newProject?: boolean,
+    file?: File
+  ): Promise<String | undefined> {
+    let id;
     if (file) {
-      file.text().then((text) => {
-        // parse the text into a JSON object
-        let flow: FlowType = JSON.parse(text);
+      let text = await file.text();
+      // parse the text into a JSON object
+      let flow: FlowType = JSON.parse(text);
 
-        addFlow(flow, newProject);
-      });
+      id = await addFlow(flow, newProject);
     } else {
       // create a file input
       const input = document.createElement("input");
       input.type = "file";
       input.accept = ".json";
       // add a change event listener to the file input
-      input.onchange = (e: Event) => {
-        // check if the file type is application/json
-        if (
-          (e.target as HTMLInputElement).files[0].type === "application/json"
-        ) {
-          // get the file from the file input
-          const currentfile = (e.target as HTMLInputElement).files[0];
-          // read the file as text
-          currentfile.text().then((text) => {
-            // parse the text into a JSON object
+      id = await new Promise((resolve) => {
+        input.onchange = async (e: Event) => {
+          if (
+            (e.target as HTMLInputElement).files![0].type === "application/json"
+          ) {
+            const currentfile = (e.target as HTMLInputElement).files![0];
+            let text = await currentfile.text();
             let flow: FlowType = JSON.parse(text);
-
-            addFlow(flow, newProject);
-          });
-        }
-      };
-      // trigger the file input click event to open the file dialog
-      input.click();
+            const flowId = await addFlow(flow, newProject);
+            resolve(flowId);
+          }
+        };
+        // trigger the file input click event to open the file dialog
+        input.click();
+      });
     }
+    return id;
   }
 
   function uploadFlows() {
@@ -316,11 +338,13 @@ export function TabsProvider({ children }: { children: ReactNode }) {
     const input = document.createElement("input");
     input.type = "file";
     // add a change event listener to the file input
-    input.onchange = (e: Event) => {
+    input.onchange = (event: Event) => {
       // check if the file type is application/json
-      if ((e.target as HTMLInputElement).files[0].type === "application/json") {
+      if (
+        (event.target as HTMLInputElement).files![0].type === "application/json"
+      ) {
         // get the file from the file input
-        const file = (e.target as HTMLInputElement).files[0];
+        const file = (event.target as HTMLInputElement).files![0];
         // read the file as text
         const formData = new FormData();
         formData.append("file", file);
@@ -351,64 +375,64 @@ export function TabsProvider({ children }: { children: ReactNode }) {
    */
 
   function paste(
-    selectionInstance,
+    selectionInstance: { nodes: Node[]; edges: Edge[] },
     position: { x: number; y: number; paneX?: number; paneY?: number }
   ) {
     let minimumX = Infinity;
     let minimumY = Infinity;
     let idsMap = {};
-    let nodes = reactFlowInstance.getNodes();
-    let edges = reactFlowInstance.getEdges();
-    selectionInstance.nodes.forEach((n) => {
-      if (n.position.y < minimumY) {
-        minimumY = n.position.y;
+    let nodes: Node<NodeDataType>[] = reactFlowInstance!.getNodes();
+    let edges = reactFlowInstance!.getEdges();
+    selectionInstance.nodes.forEach((node: Node) => {
+      if (node.position.y < minimumY) {
+        minimumY = node.position.y;
       }
-      if (n.position.x < minimumX) {
-        minimumX = n.position.x;
+      if (node.position.x < minimumX) {
+        minimumX = node.position.x;
       }
     });
 
     const insidePosition = position.paneX
-      ? { x: position.paneX + position.x, y: position.paneY + position.y }
-      : reactFlowInstance.project({ x: position.x, y: position.y });
+      ? { x: position.paneX + position.x, y: position.paneY! + position.y }
+      : reactFlowInstance!.project({ x: position.x, y: position.y });
 
-    selectionInstance.nodes.forEach((n: NodeType) => {
+    selectionInstance.nodes.forEach((node: NodeType) => {
       // Generate a unique node ID
-      let newId = getNodeId(n.data.type);
-      idsMap[n.id] = newId;
+      let newId = getNodeId(node.data.type);
+      idsMap[node.id] = newId;
 
       // Create a new node object
       const newNode: NodeType = {
         id: newId,
         type: "genericNode",
         position: {
-          x: insidePosition.x + n.position.x - minimumX,
-          y: insidePosition.y + n.position.y - minimumY,
+          x: insidePosition.x + node.position!.x - minimumX,
+          y: insidePosition.y + node.position!.y - minimumY,
         },
         data: {
-          ..._.cloneDeep(n.data),
+          ..._.cloneDeep(node.data),
           id: newId,
         },
       };
 
       // Add the new node to the list of nodes in state
       nodes = nodes
-        .map((e) => ({ ...e, selected: false }))
+        .map((node) => ({ ...node, selected: false }))
         .concat({ ...newNode, selected: false });
     });
-    reactFlowInstance.setNodes(nodes);
+    reactFlowInstance!.setNodes(nodes);
 
-    selectionInstance.edges.forEach((e) => {
-      let source = idsMap[e.source];
-      let target = idsMap[e.target];
-      let sourceHandleSplitted = e.sourceHandle.split("|");
+    selectionInstance.edges.forEach((edge) => {
+      let source = idsMap[edge.source];
+      let target = idsMap[edge.target];
+      let sourceHandleSplitted = edge.sourceHandle!.split("|");
       let sourceHandle =
         sourceHandleSplitted[0] +
         "|" +
         source +
         "|" +
         sourceHandleSplitted.slice(2).join("|");
-      let targetHandleSplitted = e.targetHandle.split("|");
+      let targetHandleSplitted = edge.targetHandle!.split("|");
       let targetHandle =
         targetHandleSplitted.slice(0, -1).join("|") + "|" + target;
       let id =
@@ -433,24 +457,24 @@ export function TabsProvider({ children }: { children: ReactNode }) {
           animated: targetHandle.split("|")[0] === "Text",
           selected: false,
         },
-        edges.map((e) => ({ ...e, selected: false }))
+        edges.map((edge) => ({ ...edge, selected: false }))
       );
     });
-    reactFlowInstance.setEdges(edges);
+    reactFlowInstance!.setEdges(edges);
   }
 
   const addFlow = async (
     flow?: FlowType,
     newProject?: Boolean
-  ): Promise<String> => {
+  ): Promise<String | undefined> => {
     if (newProject) {
-      let flowData = extractDataFromFlow(flow);
+      let flowData = extractDataFromFlow(flow!);
       if (flowData.description == "") {
         flowData.description = getRandomDescription();
       }
 
       // Create a new flow with a default name if no flow is provided.
-      const newFlow = createNewFlow(flowData, flow);
+      const newFlow = createNewFlow(flowData, flow!);
       processFlowEdges(newFlow);
       processFlowNodes(newFlow);
 
@@ -470,18 +494,17 @@ export function TabsProvider({ children }: { children: ReactNode }) {
         return id;
       } catch (error) {
         // Handle the error if needed
-        console.error("Error while adding flow:", error);
         throw error; // Re-throw the error so the caller can handle it if needed
       }
     } else {
       paste(
-        { nodes: flow.data.nodes, edges: flow.data.edges },
+        { nodes: flow!.data!.nodes, edges: flow!.data!.edges },
         { x: 10, y: 10 }
       );
     }
   };
 
-  const extractDataFromFlow = (flow) => {
+  const extractDataFromFlow = (flow: FlowType) => {
     let data = flow?.data ? flow.data : null;
     const description = flow?.description ? flow.description : "";
 
@@ -494,18 +517,19 @@ export function TabsProvider({ children }: { children: ReactNode }) {
     return { data, description };
   };
 
-  const updateEdges = (edges) => {
+  const updateEdges = (edges: Edge[]) => {
     edges.forEach((edge) => {
       edge.className =
-        (edge.targetHandle.split("|")[0] === "Text"
+        (edge.targetHandle!.split("|")[0] === "Text"
           ? "stroke-gray-800 "
           : "stroke-gray-900 ") + " stroke-connection";
-      edge.animated = edge.targetHandle.split("|")[0] === "Text";
+      edge.animated = edge.targetHandle!.split("|")[0] === "Text";
     });
   };
 
-  const updateNodes = (nodes, edges) => {
+  const updateNodes = (nodes: Node[], edges: Edge[]) => {
     nodes.forEach((node) => {
+      if (skipNodeUpdate.includes(node.data.type)) return;
       const template = templates[node.data.type];
       if (!template) {
         setErrorData({ title: `Unknown node type: ${node.data.type}` });
@@ -515,8 +539,8 @@ export function TabsProvider({ children }: { children: ReactNode }) {
         node.data.node.base_classes = template["base_classes"];
         edges.forEach((edge) => {
           if (edge.source === node.id) {
-            edge.sourceHandle = edge.sourceHandle
-              .split("|")
+            edge.sourceHandle = edge
+              .sourceHandle!.split("|")
               .slice(0, 2)
               .concat(template["base_classes"])
               .join("|");
@@ -531,14 +555,17 @@ export function TabsProvider({ children }: { children: ReactNode }) {
     });
   };
 
-  const createNewFlow = (flowData, flow) => ({
+  const createNewFlow = (
+    flowData: { data: ReactFlowJsonObject | null; description: string },
+    flow: FlowType
+  ) => ({
     description: flowData.description,
     name: flow?.name ?? getRandomName(),
     data: flowData.data,
     id: "",
   });
 
-  const addFlowToLocalState = (newFlow) => {
+  const addFlowToLocalState = (newFlow: FlowType) => {
     setFlows((prevState) => {
       return [...prevState, newFlow];
     });
@@ -567,6 +594,7 @@ export function TabsProvider({ children }: { children: ReactNode }) {
       const updatedFlow = await updateFlowInDatabase(newFlow);
       if (updatedFlow) {
         // updates flow in state
+        setSuccessData({ title: "Changes saved successfully" });
         setFlows((prevState) => {
           const newFlows = [...prevState];
           const index = newFlows.findIndex((flow) => flow.id === newFlow.id);
@@ -589,7 +617,10 @@ export function TabsProvider({ children }: { children: ReactNode }) {
         });
       }
     } catch (err) {
-      setErrorData(err);
+      setErrorData({
+        title: "Error while saving changes",
+        list: [(err as AxiosError).message],
+      });
     }
   }
 
@@ -622,6 +653,7 @@ export function TabsProvider({ children }: { children: ReactNode }) {
         paste,
         getTweak,
         setTweak,
+        isLoading,
       }}
     >
       {children}
diff --git a/src/frontend/src/contexts/typesContext.tsx b/src/frontend/src/contexts/typesContext.tsx
index d4523bf60..5521e8ebf 100644
--- a/src/frontend/src/contexts/typesContext.tsx
+++ b/src/frontend/src/contexts/typesContext.tsx
@@ -1,14 +1,22 @@
-import { createContext, ReactNode, useEffect, useState } from "react";
-import { Node } from "reactflow";
-import { getAll } from "../controllers/API";
+import {
+  createContext,
+  ReactNode,
+  useContext,
+  useEffect,
+  useState,
+} from "react";
+import { Node, ReactFlowInstance } from "reactflow";
+import { getAll, getHealth } from "../controllers/API";
 import { APIKindType } from "../types/api";
 import { typesContextType } from "../types/typesContext";
+import { alertContext } from "./alertContext";
+import { AuthContext } from "./authContext";
 
 //context to share types adn functions from nodes to flow
 
 const initialValue: typesContextType = {
   reactFlowInstance: null,
-  setReactFlowInstance: () => {},
+  setReactFlowInstance: (newState: ReactFlowInstance) => {},
   deleteNode: () => {},
   types: {},
   setTypes: () => {},
@@ -16,84 +24,79 @@ const initialValue: typesContextType = {
   setTemplates: () => {},
   data: {},
   setData: () => {},
+  setFetchError: () => {},
+  fetchError: false,
 };
 
 export const typesContext = createContext<typesContextType>(initialValue);
 
 export function TypesProvider({ children }: { children: ReactNode }) {
   const [types, setTypes] = useState({});
-  const [reactFlowInstance, setReactFlowInstance] = useState(null);
+  const [reactFlowInstance, setReactFlowInstance] =
+    useState<ReactFlowInstance | null>(null);
   const [templates, setTemplates] = useState({});
   const [data, setData] = useState({});
+  const [fetchError, setFetchError] = useState(false);
+  const { setLoading } = useContext(alertContext);
+  const { getAuthentication } = useContext(AuthContext);
 
   useEffect(() => {
-    let delay = 1000; // Start delay of 1 second
-    let intervalId = null;
-    let retryCount = 0; // Count of retry attempts
-    const maxRetryCount = 5; // Max retry attempts
+    // If the user is authenticated, fetch the types. This code is important to check if the user is auth because of the execution order of the useEffect hooks.
+    if (getAuthentication() === true) {
+      getTypes();
+    }
+  }, [getAuthentication()]);
 
+  async function getTypes(): Promise<void> {
     // We will keep a flag to handle the case where the component is unmounted before the API call resolves.
     let isMounted = true;
-
-    async function getTypes(): Promise<void> {
-      try {
-        const result = await getAll();
-        // Make sure to only update the state if the component is still mounted.
-        if (isMounted) {
-          setData(result.data);
-          setTemplates(
-            Object.keys(result.data).reduce((acc, curr) => {
+    try {
+      const result = await getAll();
+      // Make sure to only update the state if the component is still mounted.
+      if (isMounted && result?.status === 200) {
+        setLoading(false);
+        setData(result.data);
+        setTemplates(
+          Object.keys(result.data).reduce((acc, curr) => {
+            Object.keys(result.data[curr]).forEach((c: keyof APIKindType) => {
+              acc[c] = result.data[curr][c];
+            });
+            return acc;
+          }, {})
+        );
+        // Set the types by reducing over the keys of the result data and updating the accumulator.
+        setTypes(
+          // Reverse the keys so the tool world does not overlap
+          Object.keys(result.data)
+            .reverse()
+            .reduce((acc, curr) => {
               Object.keys(result.data[curr]).forEach((c: keyof APIKindType) => {
-                acc[c] = result.data[curr][c];
+                acc[c] = curr;
+                // Add the base classes to the accumulator as well.
+                result.data[curr][c].base_classes?.forEach((b) => {
+                  acc[b] = curr;
+                });
               });
               return acc;
             }, {})
-          );
-          // Set the types by reducing over the keys of the result data and updating the accumulator.
-          setTypes(
-            // Reverse the keys so the tool world does not overlap
-            Object.keys(result.data)
-              .reverse()
-              .reduce((acc, curr) => {
-                Object.keys(result.data[curr]).forEach(
-                  (c: keyof APIKindType) => {
-                    acc[c] = curr;
-                    // Add the base classes to the accumulator as well.
-                    result.data[curr][c].base_classes?.forEach((b) => {
-                      acc[b] = curr;
-                    });
-                  }
-                );
-                return acc;
-              }, {})
-          );
-        }
-        // Clear the interval if successful.
-        clearInterval(intervalId);
-      } catch (error) {
-        console.error("An error has occurred while fetching types.");
+        );
       }
+    } catch (error) {
+      console.error("An error has occurred while fetching types.");
+      await getHealth().catch((e) => {
+        setFetchError(true);
+      });
     }
-
-    // Start the initial interval.
-    intervalId = setInterval(getTypes, delay);
-
-    return () => {
-      // This will clear the interval when the component unmounts, or when the dependencies of the useEffect hook change.
-      clearInterval(intervalId);
-      // Indicate that the component has been unmounted.
-      isMounted = false;
-    };
-  }, []);
+  }
 
   function deleteNode(idx: string) {
-    reactFlowInstance.setNodes(
-      reactFlowInstance.getNodes().filter((n: Node) => n.id !== idx)
+    reactFlowInstance!.setNodes(
+      reactFlowInstance!.getNodes().filter((node: Node) => node.id !== idx)
     );
-    reactFlowInstance.setEdges(
-      reactFlowInstance
+    reactFlowInstance!.setEdges(
+      reactFlowInstance!
         .getEdges()
-        .filter((ns) => ns.source !== idx && ns.target !== idx)
+        .filter((edge) => edge.source !== idx && edge.target !== idx)
     );
   }
   return (
@@ -108,6 +111,8 @@ export function TypesProvider({ children }: { children: ReactNode }) {
         templates,
         data,
         setData,
+        fetchError,
+        setFetchError,
       }}
     >
       {children}
diff --git a/src/frontend/src/contexts/undoRedoContext.tsx b/src/frontend/src/contexts/undoRedoContext.tsx
index dbe0baa45..83dfd8f32 100644
--- a/src/frontend/src/contexts/undoRedoContext.tsx
+++ b/src/frontend/src/contexts/undoRedoContext.tsx
@@ -6,26 +6,15 @@ import {
   useEffect,
   useState,
 } from "react";
-import { Edge, Node, useReactFlow } from "reactflow";
+import { useReactFlow } from "reactflow";
+import {
+  HistoryItem,
+  UseUndoRedoOptions,
+  undoRedoContextType,
+} from "../types/typesContext";
 import { isWrappedWithClass } from "../utils/utils";
 import { TabsContext } from "./tabsContext";
 
-type undoRedoContextType = {
-  undo: () => void;
-  redo: () => void;
-  takeSnapshot: () => void;
-};
-
-type UseUndoRedoOptions = {
-  maxHistorySize: number;
-  enableShortcuts: boolean;
-};
-
-type HistoryItem = {
-  nodes: Node[];
-  edges: Edge[];
-};
-
 const initialValue = {
   undo: () => {},
   redo: () => {},
@@ -45,14 +34,18 @@ export function UndoRedoProvider({ children }) {
   const [past, setPast] = useState<HistoryItem[][]>(flows.map(() => []));
   const [future, setFuture] = useState<HistoryItem[][]>(flows.map(() => []));
   const [tabIndex, setTabIndex] = useState(
-    flows.findIndex((f) => f.id === tabId)
+    flows.findIndex((flow) => flow.id === tabId)
   );
 
   useEffect(() => {
     // whenever the flows variable changes, we need to add one array to the past and future states
-    setPast((old) => flows.map((f, i) => (old[i] ? old[i] : [])));
-    setFuture((old) => flows.map((f, i) => (old[i] ? old[i] : [])));
-    setTabIndex(flows.findIndex((f) => f.id === tabId));
+    setPast((old) =>
+      flows.map((flow, index) => (old[index] ? old[index] : []))
+    );
+    setFuture((old) =>
+      flows.map((flow, index) => (old[index] ? old[index] : []))
+    );
+    setTabIndex(flows.findIndex((flow) => flow.id === tabId));
   }, [flows, tabId]);
 
   const { setNodes, setEdges, getNodes, getEdges } = useReactFlow();
diff --git a/src/frontend/src/controllers/API/api.tsx b/src/frontend/src/controllers/API/api.tsx
index 9e716ebb7..22fef97cd 100644
--- a/src/frontend/src/controllers/API/api.tsx
+++ b/src/frontend/src/controllers/API/api.tsx
@@ -1,7 +1,10 @@
 import axios, { AxiosError, AxiosInstance } from "axios";
-import { useContext, useEffect, useRef } from "react";
-import { URL_EXCLUDED_FROM_ERROR_RETRIES } from "../../constants/constants";
+import { useContext, useEffect } from "react";
+import { Cookies } from "react-cookie";
+import { useNavigate } from "react-router-dom";
+import { renewAccessToken } from ".";
 import { alertContext } from "../../contexts/alertContext";
+import { AuthContext } from "../../contexts/authContext";
 
 // Create a new Axios instance
 const api: AxiosInstance = axios.create({
@@ -9,54 +12,109 @@ const api: AxiosInstance = axios.create({
 });
 
 function ApiInterceptor() {
-  const retryCounts = useRef([]);
   const { setErrorData } = useContext(alertContext);
+  let { accessToken, login, logout, authenticationErrorCount } =
+    useContext(AuthContext);
+  const navigate = useNavigate();
+  const cookies = new Cookies();
 
   useEffect(() => {
     const interceptor = api.interceptors.response.use(
       (response) => response,
       async (error: AxiosError) => {
-        if (URL_EXCLUDED_FROM_ERROR_RETRIES.includes(error.config?.url)) {
-          return Promise.reject(error);
-        }
-        let retryCount = 0;
+        if (error.response?.status === 401) {
+          const refreshToken = cookies.get("refresh_token");
+          if (refreshToken && refreshToken !== "auto") {
+            authenticationErrorCount = authenticationErrorCount + 1;
+            if (authenticationErrorCount > 3) {
+              authenticationErrorCount = 0;
+              logout();
+              navigate("/login");
+            }
 
-        while (retryCount < 4) {
-          await sleep(5000); // Sleep for 5 seconds
-          retryCount++;
-          try {
-            const response = await axios.request(error.config);
-            return response;
-          } catch (error) {
-            if (retryCount === 3) {
-              setErrorData({
-                title: "There was an error on web connection, please: ",
-                list: [
-                  "Refresh the page",
-                  "Use a new flow tab",
-                  "Check if the backend is up",
-                  "Endpoint: " + error.config?.url,
-                ],
-              });
-              return Promise.reject(error);
+            const res = await renewAccessToken(refreshToken);
+            if (res?.data?.access_token && res?.data?.refresh_token) {
+              login(res?.data?.access_token, res?.data?.refresh_token);
+            }
+
+            try {
+              if (error?.config?.headers) {
+                delete error.config.headers["Authorization"];
+                error.config.headers["Authorization"] = `Bearer ${accessToken}`;
+                const response = await axios.request(error.config);
+                return response;
+              }
+            } catch (error) {
+              if (axios.isAxiosError(error) && error.response?.status === 401) {
+                logout();
+                navigate("/login");
+              }
             }
           }
+
+          if (!refreshToken && error?.config?.url?.includes("login")) {
+            return Promise.reject(error);
+          } else {
+            logout();
+            navigate("/login");
+          }
+        } else {
+          // if (URL_EXCLUDED_FROM_ERROR_RETRIES.includes(error.config?.url)) {
+          return Promise.reject(error);
+          // }
         }
       }
     );
 
-    return () => {
-      // Clean up the interceptor when the component unmounts
-      api.interceptors.response.eject(interceptor);
+    const isAuthorizedURL = (url) => {
+      const authorizedDomains = [
+        "https://raw.githubusercontent.com/logspace-ai/langflow_examples/main/examples",
+        "https://api.github.com/repos/logspace-ai/langflow_examples/contents/examples",
+        "https://api.github.com/repos/logspace-ai/langflow",
+        "auto_login",
+      ];
+
+      const authorizedEndpoints = ["auto_login"];
+
+      try {
+        const parsedURL = new URL(url);
+
+        const isDomainAllowed = authorizedDomains.some(
+          (domain) => parsedURL.origin === new URL(domain).origin
+        );
+        const isEndpointAllowed = authorizedEndpoints.some((endpoint) =>
+          parsedURL.pathname.includes(endpoint)
+        );
+
+        return isDomainAllowed || isEndpointAllowed;
+      } catch (e) {
+        // Invalid URL
+        return false;
+      }
     };
-  }, [retryCounts]);
+
+    // Request interceptor to add access token to every request
+    const requestInterceptor = api.interceptors.request.use(
+      (config) => {
+        if (accessToken && !isAuthorizedURL(config?.url)) {
+          config.headers["Authorization"] = `Bearer ${accessToken}`;
+        }
+
+        return config;
+      },
+      (error) => {
+        return Promise.reject(error);
+      }
+    );
+
+    return () => {
+      // Clean up the interceptors when the component unmounts
+      api.interceptors.response.eject(interceptor);
+      api.interceptors.request.eject(requestInterceptor);
+    };
+  }, [accessToken, setErrorData]);
 
   return null;
 }
 
-// Function to sleep for a given duration in milliseconds
-function sleep(ms) {
-  return new Promise((resolve) => setTimeout(resolve, ms));
-}
-
 export { ApiInterceptor, api };
diff --git a/src/frontend/src/controllers/API/index.ts b/src/frontend/src/controllers/API/index.ts
index 9491f8973..80e97a73e 100644
--- a/src/frontend/src/controllers/API/index.ts
+++ b/src/frontend/src/controllers/API/index.ts
@@ -1,7 +1,16 @@
 import { AxiosResponse } from "axios";
 import { ReactFlowJsonObject } from "reactflow";
+import { BASE_URL_API } from "../../constants/constants";
 import { api } from "../../controllers/API/api";
-import { APIObjectType, sendAllProps } from "../../types/api/index";
+import {
+  APIObjectType,
+  LoginType,
+  Users,
+  changeUser,
+  resetPasswordType,
+  sendAllProps,
+} from "../../types/api/index";
+import { UserInputType } from "../../types/components";
 import { FlowStyleType, FlowType } from "../../types/flow";
 import {
   APIClassType,
@@ -18,12 +27,12 @@ import {
  * @returns {Promise<AxiosResponse<APIObjectType>>} A promise that resolves to an AxiosResponse containing all the objects.
  */
 export async function getAll(): Promise<AxiosResponse<APIObjectType>> {
-  return await api.get(`/api/v1/all`);
+  return await api.get(`${BASE_URL_API}all`);
 }
 
 const GITHUB_API_URL = "https://api.github.com";
 
-export async function getRepoStars(owner, repo) {
+export async function getRepoStars(owner: string, repo: string) {
   try {
     const response = await api.get(`${GITHUB_API_URL}/repos/${owner}/${repo}`);
     return response.data.stargazers_count;
@@ -40,13 +49,13 @@ export async function getRepoStars(owner, repo) {
  * @returns {AxiosResponse<any>} The API response.
  */
 export async function sendAll(data: sendAllProps) {
-  return await api.post(`/api/v1/predict`, data);
+  return await api.post(`${BASE_URL_API}predict`, data);
 }
 
 export async function postValidateCode(
   code: string
 ): Promise<AxiosResponse<errorsTypeAPI>> {
-  return await api.post("/api/v1/validate/code", { code });
+  return await api.post(`${BASE_URL_API}validate/code`, { code });
 }
 
 /**
@@ -61,7 +70,7 @@ export async function postValidatePrompt(
   template: string,
   frontend_node: APIClassType
 ): Promise<AxiosResponse<PromptTypeAPI>> {
-  return await api.post("/api/v1/validate/prompt", {
+  return await api.post(`${BASE_URL_API}validate/prompt`, {
     name: name,
     template: template,
     frontend_node: frontend_node,
@@ -100,12 +109,12 @@ export async function getExamples(): Promise<FlowType[]> {
 export async function saveFlowToDatabase(newFlow: {
   name: string;
   id: string;
-  data: ReactFlowJsonObject;
+  data: ReactFlowJsonObject | null;
   description: string;
   style?: FlowStyleType;
 }): Promise<FlowType> {
   try {
-    const response = await api.post("/api/v1/flows/", {
+    const response = await api.post(`${BASE_URL_API}flows/`, {
       name: newFlow.name,
       data: newFlow.data,
       description: newFlow.description,
@@ -131,7 +140,7 @@ export async function updateFlowInDatabase(
   updatedFlow: FlowType
 ): Promise<FlowType> {
   try {
-    const response = await api.patch(`/api/v1/flows/${updatedFlow.id}`, {
+    const response = await api.patch(`${BASE_URL_API}flows/${updatedFlow.id}`, {
       name: updatedFlow.name,
       data: updatedFlow.data,
       description: updatedFlow.description,
@@ -155,9 +164,9 @@ export async function updateFlowInDatabase(
  */
 export async function readFlowsFromDatabase() {
   try {
-    const response = await api.get("/api/v1/flows/");
-    if (response.status !== 200) {
-      throw new Error(`HTTP error! status: ${response.status}`);
+    const response = await api.get(`${BASE_URL_API}flows/`);
+    if (response?.status !== 200) {
+      throw new Error(`HTTP error! status: ${response?.status}`);
     }
     return response.data;
   } catch (error) {
@@ -168,9 +177,9 @@ export async function readFlowsFromDatabase() {
 
 export async function downloadFlowsFromDatabase() {
   try {
-    const response = await api.get("/api/v1/flows/download/");
-    if (response.status !== 200) {
-      throw new Error(`HTTP error! status: ${response.status}`);
+    const response = await api.get(`${BASE_URL_API}flows/download/`);
+    if (response?.status !== 200) {
+      throw new Error(`HTTP error! status: ${response?.status}`);
     }
     return response.data;
   } catch (error) {
@@ -179,12 +188,12 @@ export async function downloadFlowsFromDatabase() {
   }
 }
 
-export async function uploadFlowsToDatabase(flows) {
+export async function uploadFlowsToDatabase(flows: FormData) {
   try {
-    const response = await api.post(`/api/v1/flows/upload/`, flows);
+    const response = await api.post(`${BASE_URL_API}flows/upload/`, flows);
 
-    if (response.status !== 201) {
-      throw new Error(`HTTP error! status: ${response.status}`);
+    if (response?.status !== 201) {
+      throw new Error(`HTTP error! status: ${response?.status}`);
     }
     return response.data;
   } catch (error) {
@@ -202,7 +211,7 @@ export async function uploadFlowsToDatabase(flows) {
  */
 export async function deleteFlowFromDatabase(flowId: string) {
   try {
-    const response = await api.delete(`/api/v1/flows/${flowId}`);
+    const response = await api.delete(`${BASE_URL_API}flows/${flowId}`);
     if (response.status !== 200) {
       throw new Error(`HTTP error! status: ${response.status}`);
     }
@@ -222,7 +231,7 @@ export async function deleteFlowFromDatabase(flowId: string) {
  */
 export async function getFlowFromDatabase(flowId: number) {
   try {
-    const response = await api.get(`/api/v1/flows/${flowId}`);
+    const response = await api.get(`${BASE_URL_API}flows/${flowId}`);
     if (response.status !== 200) {
       throw new Error(`HTTP error! status: ${response.status}`);
     }
@@ -241,7 +250,7 @@ export async function getFlowFromDatabase(flowId: number) {
  */
 export async function getFlowStylesFromDatabase() {
   try {
-    const response = await api.get("/api/v1/flow_styles/");
+    const response = await api.get(`${BASE_URL_API}flow_styles/`);
     if (response.status !== 200) {
       throw new Error(`HTTP error! status: ${response.status}`);
     }
@@ -261,7 +270,7 @@ export async function getFlowStylesFromDatabase() {
  */
 export async function saveFlowStyleToDatabase(flowStyle: FlowStyleType) {
   try {
-    const response = await api.post("/api/v1/flow_styles/", flowStyle, {
+    const response = await api.post(`${BASE_URL_API}flow_styles/`, flowStyle, {
       headers: {
         accept: "application/json",
         "Content-Type": "application/json",
@@ -284,7 +293,7 @@ export async function saveFlowStyleToDatabase(flowStyle: FlowStyleType) {
  * @returns {Promise<AxiosResponse<any>>} A promise that resolves to an AxiosResponse containing the version information.
  */
 export async function getVersion() {
-  const respnose = await api.get("/api/v1/version");
+  const respnose = await api.get(`${BASE_URL_API}version`);
   return respnose.data;
 }
 
@@ -305,8 +314,8 @@ export async function getHealth() {
  */
 export async function getBuildStatus(
   flowId: string
-): Promise<BuildStatusTypeAPI> {
-  return await api.get(`/api/v1/build/${flowId}/status`);
+): Promise<AxiosResponse<BuildStatusTypeAPI>> {
+  return await api.get(`${BASE_URL_API}build/${flowId}/status`);
 }
 
 //docs for postbuildinit
@@ -319,7 +328,7 @@ export async function getBuildStatus(
 export async function postBuildInit(
   flow: FlowType
 ): Promise<AxiosResponse<InitTypeAPI>> {
-  return await api.post(`/api/v1/build/init/${flow.id}`, flow);
+  return await api.post(`${BASE_URL_API}build/init/${flow.id}`, flow);
 }
 
 // fetch(`/upload/${id}`, {
@@ -337,12 +346,180 @@ export async function uploadFile(
 ): Promise<AxiosResponse<UploadFileTypeAPI>> {
   const formData = new FormData();
   formData.append("file", file);
-  return await api.post(`/api/v1/upload/${id}`, formData);
+  return await api.post(`${BASE_URL_API}upload/${id}`, formData);
 }
 
 export async function postCustomComponent(
   code: string,
   apiClass: APIClassType
 ): Promise<AxiosResponse<APIClassType>> {
-  return await api.post(`/api/v1/custom_component`, { code });
+  return await api.post(`${BASE_URL_API}custom_component`, { code });
+}
+
+export async function onLogin(user: LoginType) {
+  try {
+    const response = await api.post(
+      `${BASE_URL_API}login`,
+      new URLSearchParams({
+        username: user.username,
+        password: user.password,
+      }).toString(),
+      {
+        headers: {
+          "Content-Type": "application/x-www-form-urlencoded",
+        },
+      }
+    );
+
+    if (response.status === 200) {
+      const data = response.data;
+      return data;
+    }
+  } catch (error) {
+    throw error;
+  }
+}
+
+export async function autoLogin() {
+  try {
+    const response = await api.get(`${BASE_URL_API}auto_login`);
+
+    if (response.status === 200) {
+      const data = response.data;
+      return data;
+    }
+  } catch (error) {
+    throw error;
+  }
+}
+
+export async function renewAccessToken(token: string) {
+  try {
+    if (token) {
+      return await api.post(`${BASE_URL_API}refresh?token=${token}`);
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+}
+
+export async function getLoggedUser(): Promise<Users | null> {
+  try {
+    const res = await api.get(`${BASE_URL_API}users/whoami`);
+
+    if (res.status === 200) {
+      return res.data;
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+  return null;
+}
+
+export async function addUser(user: UserInputType): Promise<Array<Users>> {
+  try {
+    const res = await api.post(`${BASE_URL_API}users/`, user);
+    if (res.status !== 201) {
+      throw new Error(res.data.detail);
+    }
+    return res.data;
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+}
+
+export async function getUsersPage(
+  skip: number,
+  limit: number
+): Promise<Array<Users>> {
+  try {
+    const res = await api.get(
+      `${BASE_URL_API}users/?skip=${skip}&limit=${limit}`
+    );
+    if (res.status === 200) {
+      return res.data;
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+  return [];
+}
+
+export async function deleteUser(user_id: string) {
+  try {
+    const res = await api.delete(`${BASE_URL_API}users/${user_id}`);
+    if (res.status === 200) {
+      return res.data;
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+}
+
+export async function updateUser(user_id: string, user: changeUser) {
+  try {
+    const res = await api.patch(`${BASE_URL_API}users/${user_id}`, user);
+    if (res.status === 200) {
+      return res.data;
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+}
+
+export async function resetPassword(user_id: string, user: resetPasswordType) {
+  try {
+    const res = await api.patch(
+      `${BASE_URL_API}users/${user_id}/reset-password`,
+      user
+    );
+    if (res.status === 200) {
+      return res.data;
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+}
+
+export async function getApiKey() {
+  try {
+    const res = await api.get(`${BASE_URL_API}api_key/`);
+    if (res.status === 200) {
+      return res.data;
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+}
+
+export async function createApiKey(name: string) {
+  try {
+    const res = await api.post(`${BASE_URL_API}api_key/`, { name });
+    if (res.status === 200) {
+      return res.data;
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
+}
+
+export async function deleteApiKey(api_key: string) {
+  try {
+    const res = await api.delete(`${BASE_URL_API}api_key/${api_key}`);
+    if (res.status === 200) {
+      return res.data;
+    }
+  } catch (error) {
+    console.log("Error:", error);
+    throw error;
+  }
 }
diff --git a/src/frontend/src/icons/Airbyte/airbyte.svg b/src/frontend/src/icons/Airbyte/airbyte.svg
index eefa1bceb..a7275179d 100644
--- a/src/frontend/src/icons/Airbyte/airbyte.svg
+++ b/src/frontend/src/icons/Airbyte/airbyte.svg
@@ -1,22 +1,22 @@
-<?xml version="1.0" encoding="utf-8"?>
-<!-- Generator: Adobe Illustrator 24.3.0, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
-<svg version="1.0" id="katman_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
-	 viewBox="0 0 841.89 595.28" style="enable-background:new 0 0 841.89 595.28;" xml:space="preserve">
-<style type="text/css">
-	.st0{fill-rule:evenodd;clip-rule:evenodd;fill:#505AA5;}
-</style>
-<path class="st0" d="M349.6,124.45c48.94-54.99,129.98-71.12,196.61-39.38c88.52,42.17,120.82,149.6,72.62,232.48L510.41,503.76
-	c-6.06,10.41-16.03,18-27.72,21.11c-11.69,3.11-24.15,1.49-34.64-4.51l131.26-225.49c34.97-60.15,11.58-138.11-52.6-168.8
-	c-48.16-23.03-107.02-11.53-142.6,28.08c-19.62,21.74-30.64,49.82-31.01,79.01c-0.37,29.2,9.94,57.53,29.01,79.76
-	c3.43,3.99,7.12,7.75,11.04,11.25l-76.63,131.88c-3,5.16-6.99,9.67-11.74,13.3c-4.76,3.62-10.18,6.28-15.97,7.82
-	c-5.79,1.54-11.83,1.93-17.77,1.16c-5.94-0.78-11.67-2.71-16.87-5.68l83.19-143.17c-11.95-17.11-20.53-36.31-25.29-56.58
-	L261.1,360.8c-6.06,10.41-16.03,18-27.72,21.11c-11.69,3.11-24.15,1.49-34.64-4.51l131.83-226.76
-	C336.06,141.32,342.43,132.55,349.6,124.45z M501.76,196.63c31.75,18.21,42.71,58.7,24.34,90.22L399.69,503.74
-	c-6.06,10.41-16.03,18-27.72,21.11c-11.69,3.11-24.15,1.49-34.64-4.51l117.38-201.93c-9.42-1.97-18.29-5.94-26.01-11.65
-	c-7.72-5.71-14.1-13.01-18.7-21.4c-4.6-8.4-7.31-17.68-7.95-27.22c-0.64-9.54,0.82-19.1,4.27-28.02c3.45-8.92,8.8-17,15.7-23.67
-	c6.9-6.67,15.17-11.77,24.24-14.95c9.08-3.18,18.74-4.37,28.32-3.49S493.43,191.83,501.76,196.63z M455.78,237.39
-	c-2.17,1.66-4,3.72-5.36,6.08h-0.01c-2.06,3.55-3.02,7.62-2.75,11.71c0.27,4.09,1.76,8,4.27,11.25c2.51,3.25,5.94,5.69,9.84,7
-	c3.91,1.32,8.12,1.45,12.1,0.39c3.99-1.06,7.56-3.27,10.28-6.35c2.72-3.08,4.46-6.89,5-10.95c0.54-4.06-0.15-8.19-1.97-11.87
-	c-1.82-3.67-4.71-6.73-8.28-8.78c-2.37-1.36-4.99-2.24-7.71-2.6c-2.72-0.35-5.48-0.18-8.12,0.53
-	C460.43,234.52,457.95,235.73,455.78,237.39z"/>
-</svg>
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 24.3.0, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.0" id="katman_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 841.89 595.28" style="enable-background:new 0 0 841.89 595.28;" xml:space="preserve">
+<style type="text/css">
+	.st0{fill-rule:evenodd;clip-rule:evenodd;fill:#505AA5;}
+</style>
+<path class="st0" d="M349.6,124.45c48.94-54.99,129.98-71.12,196.61-39.38c88.52,42.17,120.82,149.6,72.62,232.48L510.41,503.76
+	c-6.06,10.41-16.03,18-27.72,21.11c-11.69,3.11-24.15,1.49-34.64-4.51l131.26-225.49c34.97-60.15,11.58-138.11-52.6-168.8
+	c-48.16-23.03-107.02-11.53-142.6,28.08c-19.62,21.74-30.64,49.82-31.01,79.01c-0.37,29.2,9.94,57.53,29.01,79.76
+	c3.43,3.99,7.12,7.75,11.04,11.25l-76.63,131.88c-3,5.16-6.99,9.67-11.74,13.3c-4.76,3.62-10.18,6.28-15.97,7.82
+	c-5.79,1.54-11.83,1.93-17.77,1.16c-5.94-0.78-11.67-2.71-16.87-5.68l83.19-143.17c-11.95-17.11-20.53-36.31-25.29-56.58
+	L261.1,360.8c-6.06,10.41-16.03,18-27.72,21.11c-11.69,3.11-24.15,1.49-34.64-4.51l131.83-226.76
+	C336.06,141.32,342.43,132.55,349.6,124.45z M501.76,196.63c31.75,18.21,42.71,58.7,24.34,90.22L399.69,503.74
+	c-6.06,10.41-16.03,18-27.72,21.11c-11.69,3.11-24.15,1.49-34.64-4.51l117.38-201.93c-9.42-1.97-18.29-5.94-26.01-11.65
+	c-7.72-5.71-14.1-13.01-18.7-21.4c-4.6-8.4-7.31-17.68-7.95-27.22c-0.64-9.54,0.82-19.1,4.27-28.02c3.45-8.92,8.8-17,15.7-23.67
+	c6.9-6.67,15.17-11.77,24.24-14.95c9.08-3.18,18.74-4.37,28.32-3.49S493.43,191.83,501.76,196.63z M455.78,237.39
+	c-2.17,1.66-4,3.72-5.36,6.08h-0.01c-2.06,3.55-3.02,7.62-2.75,11.71c0.27,4.09,1.76,8,4.27,11.25c2.51,3.25,5.94,5.69,9.84,7
+	c3.91,1.32,8.12,1.45,12.1,0.39c3.99-1.06,7.56-3.27,10.28-6.35c2.72-3.08,4.46-6.89,5-10.95c0.54-4.06-0.15-8.19-1.97-11.87
+	c-1.82-3.67-4.71-6.73-8.28-8.78c-2.37-1.36-4.99-2.24-7.71-2.6c-2.72-0.35-5.48-0.18-8.12,0.53
+	C460.43,234.52,457.95,235.73,455.78,237.39z"/>
+</svg>
diff --git a/src/frontend/src/icons/GradientSparkles/index.tsx b/src/frontend/src/icons/GradientSparkles/index.tsx
index b8f3534d5..6be7e7576 100644
--- a/src/frontend/src/icons/GradientSparkles/index.tsx
+++ b/src/frontend/src/icons/GradientSparkles/index.tsx
@@ -1,22 +1,21 @@
-import { Infinity } from "lucide-react";
+import { InfinityIcon } from "lucide-react";
 import { forwardRef } from "react";
 
-const GradientSparkles = forwardRef<SVGSVGElement, React.PropsWithChildren<{}>>(
-  (props, ref) => {
-    return (
-      <>
-        <svg width="0" height="0" style={{ position: "absolute" }}>
-          <defs>
-            <linearGradient id="grad1" x1="0%" y1="0%" x2="100%" y2="0%">
-              <stop className="gradient-start" offset="0%" />
-              <stop className="gradient-end" offset="100%" />
-            </linearGradient>
-          </defs>
-        </svg>
-        <Infinity stroke="url(#grad1)" ref={ref} {...props} />
-      </>
-    );
-  }
-);
-
-export default GradientSparkles;
+export const GradientSparkles = forwardRef<
+  SVGSVGElement,
+  React.PropsWithChildren<{}>
+>((props, ref) => {
+  return (
+    <>
+      <svg width="0" height="0" style={{ position: "absolute" }}>
+        <defs>
+          <linearGradient id="grad1" x1="0%" y1="0%" x2="100%" y2="0%">
+            <stop className="gradient-start" offset="0%" />
+            <stop className="gradient-end" offset="100%" />
+          </linearGradient>
+        </defs>
+      </svg>
+      <InfinityIcon stroke="url(#grad1)" ref={ref} {...props} />
+    </>
+  );
+});
diff --git a/src/frontend/src/icons/PowerPoint/index.tsx b/src/frontend/src/icons/PowerPoint/index.tsx
index 89d6fb53b..19dae1e6e 100644
--- a/src/frontend/src/icons/PowerPoint/index.tsx
+++ b/src/frontend/src/icons/PowerPoint/index.tsx
@@ -1,9 +1,9 @@
 import React, { forwardRef } from "react";
-import { ReactComponent as PowerPointSVG } from "./PowerPoint.svg";
+import SvgPowerPoint from "./PowerPoint";
 
 export const PowerPointIcon = forwardRef<
   SVGSVGElement,
   React.PropsWithChildren<{}>
 >((props, ref) => {
-  return <PowerPointSVG ref={ref} {...props} />;
+  return <SvgPowerPoint ref={ref} {...props} />;
 });
diff --git a/src/frontend/src/index.tsx b/src/frontend/src/index.tsx
index 2542f4903..78a57298f 100644
--- a/src/frontend/src/index.tsx
+++ b/src/frontend/src/index.tsx
@@ -1,10 +1,8 @@
 import ReactDOM from "react-dom/client";
-import { BrowserRouter } from "react-router-dom";
 import App from "./App";
 import ContextWrapper from "./contexts";
 import reportWebVitals from "./reportWebVitals";
 
-import { ApiInterceptor } from "./controllers/API/api";
 // @ts-ignore
 import "./style/index.css";
 // @ts-ignore
@@ -17,10 +15,7 @@ const root = ReactDOM.createRoot(
 );
 root.render(
   <ContextWrapper>
-    <BrowserRouter>
-      <App />
-      <ApiInterceptor />
-    </BrowserRouter>
+    <App />
   </ContextWrapper>
 );
 reportWebVitals();
diff --git a/src/frontend/src/modals/ApiModal/index.tsx b/src/frontend/src/modals/ApiModal/index.tsx
index 236a03d65..a16fb9f3e 100644
--- a/src/frontend/src/modals/ApiModal/index.tsx
+++ b/src/frontend/src/modals/ApiModal/index.tsx
@@ -15,13 +15,16 @@ import CodeTabsComponent from "../../components/codeTabsComponent";
 import IconComponent from "../../components/genericIconComponent";
 import { EXPORT_CODE_DIALOG } from "../../constants/constants";
 import { TabsContext } from "../../contexts/tabsContext";
-import { FlowType } from "../../types/flow/index";
+import { TemplateVariableType } from "../../types/api";
+import { tweakType, uniqueTweakType } from "../../types/components";
+import { FlowType, NodeType } from "../../types/flow/index";
 import { buildTweaks } from "../../utils/reactflowUtils";
 import {
   getCurlCode,
   getPythonApiCode,
   getPythonCode,
   getWidgetCode,
+  tabsArray,
 } from "../../utils/utils";
 import BaseModal from "../baseModal";
 
@@ -30,57 +33,30 @@ const ApiModal = forwardRef(
     {
       flow,
       children,
-      disable,
     }: {
       flow: FlowType;
       children: ReactNode;
-      disable: boolean;
     },
     ref
   ) => {
     const [open, setOpen] = useState(false);
     const [activeTab, setActiveTab] = useState("0");
-    const tweak = useRef([]);
-    const tweaksList = useRef([]);
+    const tweak = useRef<tweakType>([]);
+    const tweaksList = useRef<string[]>([]);
     const { setTweak, getTweak, tabsState } = useContext(TabsContext);
     const pythonApiCode = getPythonApiCode(flow, tweak.current, tabsState);
     const curl_code = getCurlCode(flow, tweak.current, tabsState);
     const pythonCode = getPythonCode(flow, tweak.current, tabsState);
     const widgetCode = getWidgetCode(flow, tabsState);
     const tweaksCode = buildTweaks(flow);
-    const [tabs, setTabs] = useState([
-      {
-        name: "cURL",
-        mode: "bash",
-        image: "https://curl.se/logo/curl-symbol-transparent.png",
-        language: "sh",
-        code: curl_code,
-      },
-      {
-        name: "Python API",
-        mode: "python",
-        image:
-          "https://images.squarespace-cdn.com/content/v1/5df3d8c5d2be5962e4f87890/1628015119369-OY4TV3XJJ53ECO0W2OLQ/Python+API+Training+Logo.png?format=1000w",
-        language: "py",
-        code: pythonApiCode,
-      },
-      {
-        name: "Python Code",
-        mode: "python",
-        image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
-        language: "py",
-        code: pythonCode,
-      },
-      {
-        name: "Chat Widget HTML",
-        description:
-          "Insert this code anywhere in your &lt;body&gt; tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
-        mode: "html",
-        image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
-        language: "py",
-        code: widgetCode,
-      },
-    ]);
+    const codesArray = [
+      curl_code,
+      pythonApiCode,
+      pythonCode,
+      widgetCode,
+      pythonCode,
+    ];
+    const [tabs, setTabs] = useState(tabsArray(codesArray, 0));
 
     function startState() {
       tweak.current = [];
@@ -89,7 +65,7 @@ const ApiModal = forwardRef(
     }
 
     useEffect(() => {
-      if (flow["data"]["nodes"].length == 0) {
+      if (flow["data"]!["nodes"].length == 0) {
         startState();
       } else {
         tweak.current = [];
@@ -101,102 +77,31 @@ const ApiModal = forwardRef(
 
       if (Object.keys(tweaksCode).length > 0) {
         setActiveTab("0");
-        setTabs([
-          {
-            name: "cURL",
-            mode: "bash",
-            image: "https://curl.se/logo/curl-symbol-transparent.png",
-            language: "sh",
-            code: curl_code,
-          },
-          {
-            name: "Python API",
-            mode: "python",
-            image:
-              "https://images.squarespace-cdn.com/content/v1/5df3d8c5d2be5962e4f87890/1628015119369-OY4TV3XJJ53ECO0W2OLQ/Python+API+Training+Logo.png?format=1000w",
-            language: "py",
-            code: pythonApiCode,
-          },
-          {
-            name: "Python Code",
-            mode: "python",
-            language: "py",
-            image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
-            code: pythonCode,
-          },
-          {
-            name: "Chat Widget HTML",
-            description:
-              "Insert this code anywhere in your &lt;body&gt; tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
-            mode: "html",
-            image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
-            language: "py",
-            code: widgetCode,
-          },
-          {
-            name: "Tweaks",
-            mode: "python",
-            image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
-            language: "py",
-            code: pythonCode,
-          },
-        ]);
+        setTabs(tabsArray(codesArray, 1));
       } else {
-        setTabs([
-          {
-            name: "cURL",
-            mode: "bash",
-            image: "https://curl.se/logo/curl-symbol-transparent.png",
-            language: "sh",
-            code: curl_code,
-          },
-          {
-            name: "Python API",
-            mode: "python",
-            image:
-              "https://images.squarespace-cdn.com/content/v1/5df3d8c5d2be5962e4f87890/1628015119369-OY4TV3XJJ53ECO0W2OLQ/Python+API+Training+Logo.png?format=1000w",
-            language: "py",
-            code: pythonApiCode,
-          },
-          {
-            name: "Python Code",
-            mode: "python",
-            image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
-            language: "py",
-            code: pythonCode,
-          },
-          {
-            name: "Chat Widget HTML",
-            description:
-              "Insert this code anywhere in your &lt;body&gt; tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
-            mode: "html",
-            image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
-            language: "py",
-            code: widgetCode,
-          },
-        ]);
+        setTabs(tabsArray(codesArray, 1));
       }
-    }, [flow["data"]["nodes"], open]);
+    }, [flow["data"]!["nodes"], open]);
 
     function filterNodes() {
-      let arrNodesWithValues = [];
+      let arrNodesWithValues: string[] = [];
 
-      flow["data"]["nodes"].forEach((t) => {
-        Object.keys(t["data"]["node"]["template"])
+      flow["data"]!["nodes"].forEach((node) => {
+        Object.keys(node["data"]["node"]["template"])
           .filter(
-            (n) =>
-              n.charAt(0) !== "_" &&
-              t.data.node.template[n].show &&
-              (t.data.node.template[n].type === "str" ||
-                t.data.node.template[n].type === "bool" ||
-                t.data.node.template[n].type === "float" ||
-                t.data.node.template[n].type === "code" ||
-                t.data.node.template[n].type === "prompt" ||
-                t.data.node.template[n].type === "file" ||
-                t.data.node.template[n].type === "int")
+            (templateField) =>
+              templateField.charAt(0) !== "_" &&
+              node.data.node.template[templateField].show &&
+              (node.data.node.template[templateField].type === "str" ||
+                node.data.node.template[templateField].type === "bool" ||
+                node.data.node.template[templateField].type === "float" ||
+                node.data.node.template[templateField].type === "code" ||
+                node.data.node.template[templateField].type === "prompt" ||
+                node.data.node.template[templateField].type === "file" ||
+                node.data.node.template[templateField].type === "int")
           )
           .map((n, i) => {
-            arrNodesWithValues.push(t["id"]);
+            arrNodesWithValues.push(node["id"]);
           });
       });
 
@@ -204,11 +109,15 @@ const ApiModal = forwardRef(
         return self.indexOf(value) === index;
       });
     }
-    function buildTweakObject(tw, changes, template) {
-      if (template.type === "float") {
+    function buildTweakObject(
+      tw: string,
+      changes: string | string[] | boolean | number,
+      template: TemplateVariableType
+    ) {
+      if (typeof changes === "string" && template.type === "float") {
         changes = parseFloat(changes);
       }
-      if (template.type === "int") {
+      if (typeof changes === "string" && template.type === "int") {
         changes = parseInt(changes);
       }
       if (template.list === true && Array.isArray(changes)) {
@@ -220,7 +129,7 @@ const ApiModal = forwardRef(
       );
 
       if (existingTweak) {
-        existingTweak[tw][template["name"]] = changes;
+        existingTweak[tw][template["name"]] = changes as string;
 
         if (existingTweak[tw][template["name"]] == template.value) {
           tweak.current.forEach((element) => {
@@ -237,7 +146,7 @@ const ApiModal = forwardRef(
           [tw]: {
             [template["name"]]: changes,
           },
-        };
+        } as uniqueTweakType;
         tweak.current.push(newTweak);
       }
 
@@ -246,15 +155,15 @@ const ApiModal = forwardRef(
       const pythonCode = getPythonCode(flow, tweak.current, tabsState);
       const widgetCode = getWidgetCode(flow, tabsState);
 
-      tabs[0].code = curl_code;
-      tabs[1].code = pythonApiCode;
-      tabs[2].code = pythonCode;
-      tabs[3].code = widgetCode;
+      tabs![0].code = curl_code;
+      tabs![1].code = pythonApiCode;
+      tabs![2].code = pythonCode;
+      tabs![3].code = widgetCode;
 
       setTweak(tweak.current);
     }
 
-    function buildContent(value) {
+    function buildContent(value: string) {
       const htmlContent = (
         <div className="w-[200px]">
           <span>{value != null && value != "" ? value : "None"}</span>
@@ -263,7 +172,11 @@ const ApiModal = forwardRef(
       return htmlContent;
     }
 
-    function getValue(value, node, template) {
+    function getValue(
+      value: string,
+      node: NodeType,
+      template: TemplateVariableType
+    ) {
       let returnValue = value ?? "";
 
       if (getTweak.length > 0) {
@@ -286,8 +199,8 @@ const ApiModal = forwardRef(
     }
 
     return (
-      <BaseModal open={open} setOpen={setOpen} disable={disable}>
-        <BaseModal.Trigger>{children}</BaseModal.Trigger>
+      <BaseModal open={open} setOpen={setOpen}>
+        <BaseModal.Trigger asChild>{children}</BaseModal.Trigger>
         <BaseModal.Header description={EXPORT_CODE_DIALOG}>
           <span className="pr-2">Code</span>
           <IconComponent
@@ -299,7 +212,7 @@ const ApiModal = forwardRef(
         <BaseModal.Content>
           <CodeTabsComponent
             flow={flow}
-            tabs={tabs}
+            tabs={tabs!}
             activeTab={activeTab}
             setActiveTab={setActiveTab}
             tweaks={{
diff --git a/src/frontend/src/modals/ConfirmationModal/index.tsx b/src/frontend/src/modals/ConfirmationModal/index.tsx
new file mode 100644
index 000000000..08a1298ae
--- /dev/null
+++ b/src/frontend/src/modals/ConfirmationModal/index.tsx
@@ -0,0 +1,67 @@
+import { useState } from "react";
+import { Button } from "../../components/ui/button";
+import { ConfirmationModalType } from "../../types/components";
+import { nodeIconsLucide } from "../../utils/styleUtils";
+import BaseModal from "../baseModal";
+
+export default function ConfirmationModal({
+  title,
+  asChild,
+  titleHeader,
+  modalContent,
+  modalContentTitle,
+  cancelText,
+  confirmationText,
+  children,
+  icon,
+  data,
+  index,
+  onConfirm,
+}: ConfirmationModalType) {
+  const Icon: any = nodeIconsLucide[icon];
+
+  const [open, setOpen] = useState(false);
+  return (
+    <BaseModal size="x-small" open={open} setOpen={setOpen}>
+      <BaseModal.Trigger asChild={asChild}>{children}</BaseModal.Trigger>
+      <BaseModal.Header description={titleHeader}>
+        <span className="pr-2">{title}</span>
+        <Icon
+          name="icon"
+          className="h-6 w-6 pl-1 text-foreground"
+          aria-hidden="true"
+        />
+      </BaseModal.Header>
+      <BaseModal.Content>
+        {modalContentTitle != "" && (
+          <>
+            <strong>{modalContentTitle}</strong>
+            <br></br>
+          </>
+        )}
+        <span>{modalContent}</span>
+      </BaseModal.Content>
+
+      <BaseModal.Footer>
+        <Button
+          className="ml-3"
+          onClick={() => {
+            setOpen(false);
+            onConfirm(index, data);
+          }}
+        >
+          {confirmationText}
+        </Button>
+
+        <Button
+          variant="outline"
+          onClick={() => {
+            setOpen(false);
+          }}
+        >
+          {cancelText}
+        </Button>
+      </BaseModal.Footer>
+    </BaseModal>
+  );
+}
diff --git a/src/frontend/src/modals/EditNodeModal/index.tsx b/src/frontend/src/modals/EditNodeModal/index.tsx
index 70331b7ef..96b726676 100644
--- a/src/frontend/src/modals/EditNodeModal/index.tsx
+++ b/src/frontend/src/modals/EditNodeModal/index.tsx
@@ -1,6 +1,14 @@
 import { cloneDeep } from "lodash";
-import { ReactNode, forwardRef, useContext, useEffect, useState } from "react";
+import {
+  ReactNode,
+  forwardRef,
+  useContext,
+  useEffect,
+  useRef,
+  useState,
+} from "react";
 import CodeAreaComponent from "../../components/codeAreaComponent";
+import DictComponent from "../../components/dictComponent";
 import Dropdown from "../../components/dropdownComponent";
 import FloatComponent from "../../components/floatComponent";
 import IconComponent from "../../components/genericIconComponent";
@@ -8,6 +16,7 @@ import InputComponent from "../../components/inputComponent";
 import InputFileComponent from "../../components/inputFileComponent";
 import InputListComponent from "../../components/inputListComponent";
 import IntComponent from "../../components/intComponent";
+import KeypairListComponent from "../../components/keypairListComponent";
 import PromptAreaComponent from "../../components/promptComponent";
 import TextAreaComponent from "../../components/textAreaComponent";
 import ToggleShadComponent from "../../components/toggleShadComponent";
@@ -25,6 +34,11 @@ import { limitScrollFieldsModal } from "../../constants/constants";
 import { TabsContext } from "../../contexts/tabsContext";
 import { typesContext } from "../../contexts/typesContext";
 import { NodeDataType } from "../../types/flow";
+import { TabsState } from "../../types/tabs";
+import {
+  convertObjToArray,
+  hasDuplicateKeys,
+} from "../../utils/reactflowUtils";
 import { classNames } from "../../utils/utils";
 import BaseModal from "../baseModal";
 
@@ -53,34 +67,58 @@ const EditNodeModal = forwardRef(
     const { setTabsState, tabId } = useContext(TabsContext);
     const { reactFlowInstance } = useContext(typesContext);
     let disabled =
-      reactFlowInstance?.getEdges().some((e) => e.targetHandle === data.id) ??
-      false;
+      reactFlowInstance
+        ?.getEdges()
+        .some((edge) => edge.targetHandle === data.id) ?? false;
 
     function changeAdvanced(n) {
-      setMyData((old) => {
-        let newData = cloneDeep(old);
-        newData.node.template[n].advanced = !newData.node.template[n].advanced;
-        return newData;
-      });
+      let newData = cloneDeep(data);
+      newData.node!.template[n].advanced = !newData.node!.template[n].advanced;
+      setMyData(newData);
     }
 
     const handleOnNewValue = (newValue: any, name) => {
-      setMyData((old) => {
-        let newData = cloneDeep(old);
-        newData.node.template[name].value = newValue;
-        return newData;
-      });
+      let newData = cloneDeep(data);
+      newData.node!.template[name].value = newValue;
+      setMyData(newData);
     };
 
     useEffect(() => {
       setMyData(data); // reset data to what it is on node when opening modal
-      onClose(modalOpen);
+      onClose!(modalOpen);
     }, [modalOpen]);
 
+    const [obj, setObj] = useState({
+      arr: ["test", 123456, false, null],
+      boolean: false,
+      longString:
+        "long string long string long string long string long string long string",
+      number: 123456,
+      try: {
+        k1: 123,
+        k2: "123",
+        k3: false,
+      },
+      string: "string",
+    });
+
+    const [errorDuplicateKey, setErrorDuplicateKey] = useState(false);
+    const [dictArr, setDictArr] = useState([
+      { yourKey: "yourValue" },
+    ] as Object[]);
+
     return (
-      <BaseModal size="large-h-full" open={modalOpen} setOpen={setModalOpen}>
+      <BaseModal
+        size="large-h-full"
+        open={modalOpen}
+        setOpen={setModalOpen}
+        onChangeOpenModal={(open) => {
+          let newData = cloneDeep(data);
+          setMyData(newData);
+        }}
+      >
         <BaseModal.Trigger>{children}</BaseModal.Trigger>
-        <BaseModal.Header description={myData.node?.description}>
+        <BaseModal.Header description={myData.node?.description!}>
           <span className="pr-2">{myData.type}</span>
           <Badge variant="secondary">ID: {myData.id}</Badge>
         </BaseModal.Header>
@@ -115,53 +153,125 @@ const EditNodeModal = forwardRef(
                       </TableRow>
                     </TableHeader>
                     <TableBody className="p-0">
-                      {Object.keys(myData.node.template)
+                      {Object.keys(myData.node!.template)
                         .filter(
-                          (t) =>
-                            t.charAt(0) !== "_" &&
-                            myData.node.template[t].show &&
-                            (myData.node.template[t].type === "str" ||
-                              myData.node.template[t].type === "bool" ||
-                              myData.node.template[t].type === "float" ||
-                              myData.node.template[t].type === "code" ||
-                              myData.node.template[t].type === "prompt" ||
-                              myData.node.template[t].type === "file" ||
-                              myData.node.template[t].type === "int")
+                          (templateParam) =>
+                            templateParam.charAt(0) !== "_" &&
+                            myData.node?.template[templateParam].show &&
+                            (myData.node.template[templateParam]
+                              .type === "str" ||
+                              myData.node.template[templateParam]
+                                .type === "bool" ||
+                              myData.node.template[templateParam]
+                                .type === "float" ||
+                              myData.node.template[templateParam]
+                                .type === "code" ||
+                              myData.node.template[templateParam]
+                                .type === "prompt" ||
+                              myData.node.template[templateParam]
+                                .type === "file" ||
+                              myData.node.template[templateParam]
+                                .type === "int")
                         )
-                        .map((n, i) => (
-                          <TableRow key={i} className="h-10">
+                        .map((templateParam, index) => (
+                          <TableRow key={index} className="h-10">
                             <TableCell className="truncate p-0 text-center text-sm text-foreground sm:px-3">
-                              {myData.node.template[n].name
-                                ? myData.node.template[n].name
-                                : myData.node.template[n].display_name}
+                              {myData.node?.template[templateParam].name
+                                ? myData.node.template[templateParam]
+                                    .name
+                                : myData.node?.template[templateParam]
+                                    .display_name}
                             </TableCell>
                             <TableCell className="w-[300px] p-0 text-center text-xs text-foreground ">
-                              {myData.node.template[n].type === "str" &&
-                              !myData.node.template[n].options ? (
+                              {myData.node?.template[templateParam]
+                                .type === "str" &&
+                              !myData.node.template[templateParam]
+                                .options ? (
                                 <div className="mx-auto">
-                                  {myData.node.template[n].list ? (
+                                  {myData.node.template[templateParam]
+                                    .list ? (
                                     <InputListComponent
                                       editNode={true}
                                       disabled={disabled}
                                       value={
-                                        !myData.node.template[n].value ||
-                                        myData.node.template[n].value === ""
+                                        !myData.node.template[
+                                          templateParam
+                                        ].value ||
+                                        myData.node.template[
+                                          templateParam
+                                        ].value === ""
                                           ? [""]
-                                          : myData.node.template[n].value
+                                          : myData.node.template[
+                                              templateParam
+                                            ].value
                                       }
-                                      onChange={(t: string[]) => {
-                                        handleOnNewValue(t, n);
+                                      onChange={(value: string[]) => {
+                                        handleOnNewValue(value, templateParam);
                                       }}
                                     />
-                                  ) : myData.node.template[n].multiline ? (
+                                  ) : myData.node?.template[
+                                      templateParam
+                                    ].type === "NestedDict" ? (
+                                    <div className="mt-2 w-full">
+                                      <DictComponent
+                                        disabled={disabled}
+                                        editNode={true}
+                                        value={obj}
+                                        onChange={(newValue) => {
+                                          setObj(newValue);
+                                        }}
+                                      />
+                                    </div>
+                                  ) : myData.node?.template[
+                                      templateParam
+                                    ].type === "dict" ? (
+                                    <div className="mt-2 w-full">
+                                      <KeypairListComponent
+                                        disabled={disabled}
+                                        editNode={false}
+                                        value={
+                                          myData.node.template[
+                                            templateParam
+                                          ].value?.length === 0 ||
+                                          !myData.node.template[
+                                            templateParam
+                                          ].value
+                                            ? dictArr
+                                            : convertObjToArray(
+                                                myData.node.template[
+                                                  templateParam
+                                                ].value
+                                              )
+                                        }
+                                        duplicateKey={errorDuplicateKey}
+                                        onChange={(newValue) => {
+                                          setErrorDuplicateKey(
+                                            hasDuplicateKeys(newValue)
+                                          );
+                                          if (hasDuplicateKeys(newValue)) {
+                                            setDictArr(newValue);
+                                          } else {
+                                            setDictArr(newValue);
+                                            myData.node!.template[
+                                              templateParam
+                                            ].value = newValue;
+                                          }
+                                        }}
+                                      />
+                                    </div>
+                                  ) : myData.node.template[
+                                      templateParam
+                                    ].multiline ? (
                                     <TextAreaComponent
                                       disabled={disabled}
                                       editNode={true}
                                       value={
-                                        myData.node.template[n].value ?? ""
+                                        myData.node.template[
+                                          templateParam
+                                        ].value ?? ""
                                       }
-                                      onChange={(t: string) => {
-                                        handleOnNewValue(t, n);
+                                      onChange={(value: string | string[]) => {
+                                        handleOnNewValue(value, templateParam);
                                       }}
                                     />
                                   ) : (
@@ -169,105 +279,155 @@ const EditNodeModal = forwardRef(
                                       editNode={true}
                                       disabled={disabled}
                                       password={
-                                        myData.node.template[n].password ??
-                                        false
+                                        myData.node.template[
+                                          templateParam
+                                        ].password ?? false
                                       }
                                       value={
-                                        myData.node.template[n].value ?? ""
+                                        myData.node.template[
+                                          templateParam
+                                        ].value ?? ""
                                       }
-                                      onChange={(t) => {
-                                        handleOnNewValue(t, n);
+                                      onChange={(value) => {
+                                        handleOnNewValue(value, templateParam);
                                       }}
                                     />
                                   )}
                                 </div>
-                              ) : myData.node.template[n].type === "bool" ? (
+                              ) : myData.node?.template[templateParam]
+                                  .type === "bool" ? (
                                 <div className="ml-auto">
                                   {" "}
                                   <ToggleShadComponent
                                     disabled={disabled}
-                                    enabled={myData.node.template[n].value}
-                                    setEnabled={(t) => {
-                                      handleOnNewValue(t, n);
+                                    enabled={
+                                      myData.node.template[
+                                        templateParam
+                                      ].value
+                                    }
+                                    setEnabled={(isEnabled) => {
+                                      handleOnNewValue(
+                                        isEnabled,
+                                        templateParam
+                                      );
                                     }}
                                     size="small"
                                   />
                                 </div>
-                              ) : myData.node.template[n].type === "float" ? (
+                              ) : myData.node?.template[templateParam]
+                                  .type === "float" ? (
                                 <div className="mx-auto">
                                   <FloatComponent
                                     disabled={disabled}
                                     editNode={true}
-                                    value={myData.node.template[n].value ?? ""}
-                                    onChange={(t) => {
-                                      handleOnNewValue(t, n);
+                                    value={
+                                      myData.node.template[
+                                        templateParam
+                                      ].value ?? ""
+                                    }
+                                    onChange={(value) => {
+                                      handleOnNewValue(value, templateParam);
                                     }}
                                   />
                                 </div>
-                              ) : myData.node.template[n].type === "str" &&
-                                myData.node.template[n].options ? (
+                              ) : myData.node?.template[templateParam]
+                                  .type === "str" &&
+                                myData.node.template[templateParam]
+                                  .options ? (
                                 <div className="mx-auto">
                                   <Dropdown
                                     numberOfOptions={nodeLength}
                                     editNode={true}
-                                    options={myData.node.template[n].options}
-                                    onSelect={(t) => handleOnNewValue(t, n)}
+                                    options={
+                                      myData.node.template[
+                                        templateParam
+                                      ].options
+                                    }
+                                    onSelect={(value) =>
+                                      handleOnNewValue(value, templateParam)
+                                    }
                                     value={
-                                      myData.node.template[n].value ??
-                                      "Choose an option"
+                                      myData.node.template[
+                                        templateParam
+                                      ].value ?? "Choose an option"
                                     }
                                   ></Dropdown>
                                 </div>
-                              ) : myData.node.template[n].type === "int" ? (
+                              ) : myData.node?.template[templateParam]
+                                  .type === "int" ? (
                                 <div className="mx-auto">
                                   <IntComponent
                                     disabled={disabled}
                                     editNode={true}
-                                    value={myData.node.template[n].value ?? ""}
-                                    onChange={(t) => {
-                                      handleOnNewValue(t, n);
+                                    value={
+                                      myData.node.template[
+                                        templateParam
+                                      ].value ?? ""
+                                    }
+                                    onChange={(value) => {
+                                      handleOnNewValue(value, templateParam);
                                     }}
                                   />
                                 </div>
-                              ) : myData.node.template[n].type === "file" ? (
+                              ) : myData.node?.template[templateParam]
+                                  .type === "file" ? (
                                 <div className="mx-auto">
                                   <InputFileComponent
                                     editNode={true}
                                     disabled={disabled}
-                                    value={myData.node.template[n].value ?? ""}
-                                    onChange={(t: string) => {
-                                      handleOnNewValue(t, n);
+                                    value={
+                                      myData.node.template[
+                                        templateParam
+                                      ].value ?? ""
+                                    }
+                                    onChange={(value: string | string[]) => {
+                                      handleOnNewValue(value, templateParam);
                                     }}
                                     fileTypes={
-                                      myData.node.template[n].fileTypes
+                                      myData.node.template[
+                                        templateParam
+                                      ].fileTypes
                                     }
-                                    suffixes={myData.node.template[n].suffixes}
-                                    onFileChange={(t: string) => {
-                                      data.node.template[n].file_path = t;
+                                    suffixes={
+                                      myData.node.template[
+                                        templateParam
+                                      ].suffixes
+                                    }
+                                    onFileChange={(filePath: string) => {
+                                      data.node!.template[
+                                        templateParam
+                                      ].file_path = filePath;
                                     }}
                                   ></InputFileComponent>
                                 </div>
-                              ) : myData.node.template[n].type === "prompt" ? (
+                              ) : myData.node?.template[templateParam]
+                                  .type === "prompt" ? (
                                 <div className="mx-auto">
                                   <PromptAreaComponent
-                                    field_name={n}
+                                    field_name={templateParam}
                                     editNode={true}
                                     disabled={disabled}
                                     nodeClass={myData.node}
                                     setNodeClass={(nodeClass) => {
                                       myData.node = nodeClass;
                                     }}
-                                    value={myData.node.template[n].value ?? ""}
-                                    onChange={(t: string) => {
-                                      handleOnNewValue(t, n);
+                                    value={
+                                      myData.node.template[
+                                        templateParam
+                                      ].value ?? ""
+                                    }
+                                    onChange={(value: string | string[]) => {
+                                      handleOnNewValue(value, templateParam);
                                     }}
                                   />
                                 </div>
-                              ) : myData.node.template[n].type === "code" ? (
+                              ) : myData.node?.template[templateParam]
+                                  .type === "code" ? (
                                 <div className="mx-auto">
                                   <CodeAreaComponent
                                     dynamic={
-                                      data.node.template[n].dynamic ?? false
+                                      data.node!.template[templateParam]
+                                        .dynamic ?? false
                                     }
                                     setNodeClass={(nodeClass) => {
                                       data.node = nodeClass;
@@ -275,13 +435,18 @@ const EditNodeModal = forwardRef(
                                     nodeClass={data.node}
                                     disabled={disabled}
                                     editNode={true}
-                                    value={myData.node.template[n].value ?? ""}
-                                    onChange={(t: string) => {
-                                      handleOnNewValue(t, n);
+                                    value={
+                                      myData.node.template[
+                                        templateParam
+                                      ].value ?? ""
+                                    }
+                                    onChange={(value: string | string[]) => {
+                                      handleOnNewValue(value, templateParam);
                                     }}
                                   />
                                 </div>
-                              ) : myData.node.template[n].type === "Any" ? (
+                              ) : myData.node?.template[templateParam]
+                                  .type === "Any" ? (
                                 "-"
                               ) : (
                                 <div className="hidden"></div>
@@ -290,8 +455,14 @@ const EditNodeModal = forwardRef(
                             <TableCell className="p-0 text-right">
                               <div className="items-center text-center">
                                 <ToggleShadComponent
-                                  enabled={!myData.node.template[n].advanced}
-                                  setEnabled={(e) => changeAdvanced(n)}
+                                  enabled={
+                                    !myData.node?.template[
+                                      templateParam
+                                    ].advanced
+                                  }
+                                  setEnabled={(e) =>
+                                    changeAdvanced(templateParam)
+                                  }
                                   disabled={disabled}
                                   size="small"
                                 />
@@ -312,7 +483,8 @@ const EditNodeModal = forwardRef(
             className="mt-3"
             onClick={() => {
               setData(cloneDeep(myData)); //saves data with actual state of modal
-              setTabsState((prev) => {
+              //@ts-ignore
+              setTabsState((prev: TabsState) => {
                 return {
                   ...prev,
                   [tabId]: {
diff --git a/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx b/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
index 4b80248db..e69de29bb 100644
--- a/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
+++ b/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
@@ -1,180 +0,0 @@
-import { useState } from "react";
-import CodeAreaComponent from "../../../../components/codeAreaComponent";
-import Dropdown from "../../../../components/dropdownComponent";
-import FloatComponent from "../../../../components/floatComponent";
-import InputComponent from "../../../../components/inputComponent";
-import InputFileComponent from "../../../../components/inputFileComponent";
-import InputListComponent from "../../../../components/inputListComponent";
-import IntComponent from "../../../../components/intComponent";
-import PromptAreaComponent from "../../../../components/promptComponent";
-import TextAreaComponent from "../../../../components/textAreaComponent";
-import ToggleComponent from "../../../../components/toggleComponent";
-import { classNames } from "../../../../utils/utils";
-
-export default function ModalField({
-  data,
-  title,
-  required,
-  id,
-  name,
-  type,
-  index,
-}) {
-  const [enabled, setEnabled] = useState(
-    data.node.template[name]?.value ?? false
-  );
-  const display =
-    type === "str" ||
-    type === "int" ||
-    type === "prompt" ||
-    type === "bool" ||
-    type === "float" ||
-    type === "file" ||
-    type === "code";
-
-  return (
-    <div
-      className={classNames(
-        "flex w-full flex-row items-center justify-between",
-        display ? "" : "hidden",
-        Object.keys(data.node.template).filter(
-          (t) =>
-            t.charAt(0) !== "_" &&
-            data.node.template[t].advanced &&
-            data.node.template[t].show
-        ).length -
-          1 ===
-          index
-          ? "pb-4"
-          : ""
-      )}
-    >
-      {display && (
-        <div>
-          <span className="mx-2">{title}</span>
-          <span className="text-status-red">{required ? " *" : ""}</span>
-        </div>
-      )}
-
-      {type === "str" && !data.node.template[name].options ? (
-        <div className="w-1/2">
-          {data.node.template[name].list ? (
-            <InputListComponent
-              disabled={false}
-              value={
-                !data.node.template[name].value ||
-                data.node.template[name].value === ""
-                  ? [""]
-                  : data.node.template[name].value
-              }
-              onChange={(t: string[]) => {
-                data.node.template[name].value = t;
-              }}
-            />
-          ) : data.node.template[name].multiline ? (
-            <TextAreaComponent
-              disabled={false}
-              value={data.node.template[name].value ?? ""}
-              onChange={(t: string) => {
-                data.node.template[name].value = t;
-              }}
-            />
-          ) : (
-            <InputComponent
-              disabled={false}
-              password={data.node.template[name].password ?? false}
-              value={data.node.template[name].value ?? ""}
-              onChange={(t) => {
-                data.node.template[name].value = t;
-              }}
-            />
-          )}
-        </div>
-      ) : type === "bool" ? (
-        <div className="ml-auto">
-          {" "}
-          <ToggleComponent
-            disabled={false}
-            enabled={enabled}
-            setEnabled={(t) => {
-              data.node.template[name].value = t;
-              setEnabled(t);
-            }}
-            size="small"
-          />
-        </div>
-      ) : type === "float" ? (
-        <div className="w-1/2">
-          <FloatComponent
-            disabled={false}
-            value={data.node.template[name].value ?? ""}
-            onChange={(t) => {
-              data.node.template[name].value = t;
-            }}
-          />
-        </div>
-      ) : type === "str" && data.node.template[name].options ? (
-        <div className="w-1/2">
-          <Dropdown
-            options={data.node.template[name].options}
-            onSelect={(newValue) => (data.node.template[name].value = newValue)}
-            value={data.node.template[name].value ?? "Choose an option"}
-          ></Dropdown>
-        </div>
-      ) : type === "int" ? (
-        <div className="w-1/2">
-          <IntComponent
-            disabled={false}
-            value={data.node.template[name].value ?? ""}
-            onChange={(t) => {
-              data.node.template[name].value = t;
-            }}
-          />
-        </div>
-      ) : type === "file" ? (
-        <div className="w-1/2">
-          <InputFileComponent
-            disabled={false}
-            value={data.node.template[name].value ?? ""}
-            onChange={(t: string) => {
-              data.node.template[name].value = t;
-            }}
-            fileTypes={data.node.template[name].fileTypes}
-            suffixes={data.node.template[name].suffixes}
-            onFileChange={(t: string) => {
-              data.node.template[name].file_path = t;
-            }}
-          ></InputFileComponent>
-        </div>
-      ) : type === "prompt" ? (
-        <div className="w-1/2">
-          <PromptAreaComponent
-            field_name={name}
-            disabled={false}
-            value={data.node.template[name].value ?? ""}
-            onChange={(t: string) => {
-              data.node.template[name].value = t;
-            }}
-          />
-        </div>
-      ) : type === "code" ? (
-        <div className="w-1/2">
-          <CodeAreaComponent
-            dynamic={data.node.template[name].dynamic ?? false}
-            setNodeClass={(nodeClass) => {
-              data.node = nodeClass;
-            }}
-            nodeClass={data.node}
-            disabled={false}
-            value={data.node.template[name].value ?? ""}
-            onChange={(t: string) => {
-              data.node.template[name].value = t;
-            }}
-          />
-        </div>
-      ) : (
-        <div className="hidden"></div>
-      )}
-    </div>
-  );
-}
diff --git a/src/frontend/src/modals/NodeModal/index.tsx b/src/frontend/src/modals/NodeModal/index.tsx
deleted file mode 100644
index 565a57541..000000000
--- a/src/frontend/src/modals/NodeModal/index.tsx
+++ /dev/null
@@ -1,151 +0,0 @@
-import { Dialog, Transition } from "@headlessui/react";
-import { Fragment, useContext, useRef, useState } from "react";
-import IconComponent from "../../components/genericIconComponent";
-import { limitScrollFieldsModal } from "../../constants/constants";
-import { typesContext } from "../../contexts/typesContext";
-import { NodeDataType } from "../../types/flow";
-import { nodeColors, nodeIconsLucide } from "../../utils/styleUtils";
-import { classNames, toTitleCase } from "../../utils/utils";
-import ModalField from "./components/ModalField";
-
-export default function NodeModal({ data }: { data: NodeDataType }) {
-  const [modalOpen, setModalOpen] = useState(false);
-  const { types } = useContext(typesContext);
-  const ref = useRef();
-  // any to avoid type conflict
-  const Icon: any = nodeIconsLucide[types[data.type]];
-  return (
-    <Dialog
-      open={modalOpen}
-      as="div"
-      className="relative z-10"
-      onClose={setModalOpen}
-      initialFocus={ref}
-    >
-      <Transition.Child
-        as={Fragment}
-        enter="ease-out duration-300"
-        enterFrom="opacity-0"
-        enterTo="opacity-100"
-        leave="ease-in duration-200"
-        leaveFrom="opacity-100"
-        leaveTo="opacity-0"
-      >
-        <div className="node-modal-div" />
-      </Transition.Child>
-
-      <div className="node-modal-dialog-arrangement">
-        <div className="node-modal-dialog-div">
-          <Transition.Child
-            as={Fragment}
-            enter="ease-out duration-300"
-            enterFrom="opacity-0 translate-y-4 sm:translate-y-0 sm:scale-95"
-            enterTo="opacity-100 translate-y-0 sm:scale-100"
-            leave="ease-in duration-200"
-            leaveFrom="opacity-100 translate-y-0 sm:scale-100"
-            leaveTo="opacity-0 translate-y-4 sm:translate-y-0 sm:scale-95"
-          >
-            <Dialog.Panel className="node-modal-dialog-panel">
-              <div className=" node-modal-dialog-panel-div">
-                <button
-                  type="button"
-                  className="node-modal-dialog-button"
-                  onClick={() => {
-                    setModalOpen(false);
-                  }}
-                >
-                  <span className="sr-only">Close</span>
-                  <IconComponent
-                    name="X"
-                    className="h-6 w-6"
-                    aria-hidden="true"
-                  />
-                </button>
-              </div>
-              <div className="node-modal-dialog-icon-div">
-                <div className="node-modal-icon-arrangement">
-                  <Icon
-                    strokeWidth={1.5}
-                    className="node-modal-icon"
-                    style={{
-                      color: nodeColors[types[data.type]] ?? nodeColors.unknown,
-                    }}
-                  />
-                  <div className="node-modal-title-div">
-                    <Dialog.Title as="h3" className="node-modal-title">
-                      {data.type}
-                    </Dialog.Title>
-                  </div>
-                </div>
-                <div className="node-modal-template-div">
-                  <div className="flex-max-width h-[445px]">
-                    <div
-                      className={classNames(
-                        "node-modal-template",
-                        Object.keys(data.node.template).filter(
-                          (t) =>
-                            t.charAt(0) !== "_" &&
-                            data.node.template[t].advanced &&
-                            data.node.template[t].show
-                        ).length > limitScrollFieldsModal
-                          ? "overflow-scroll overflow-x-hidden custom-scroll"
-                          : "overflow-hidden"
-                      )}
-                    >
-                      <div className="node-modal-template-column">
-                        {Object.keys(data.node.template)
-                          .filter(
-                            (t) =>
-                              t.charAt(0) !== "_" &&
-                              data.node.template[t].advanced &&
-                              data.node.template[t].show
-                          )
-                          .map((t: string, idx) => {
-                            return (
-                              <ModalField
-                                key={idx}
-                                data={data}
-                                title={
-                                  data.node.template[t].display_name
-                                    ? data.node.template[t].display_name
-                                    : data.node.template[t].name
-                                    ? toTitleCase(data.node.template[t].name)
-                                    : toTitleCase(t)
-                                }
-                                required={data.node.template[t].required}
-                                id={
-                                  data.node.template[t].type +
-                                  "|" +
-                                  t +
-                                  "|" +
-                                  data.id
-                                }
-                                name={t}
-                                type={data.node.template[t].type}
-                                index={idx}
-                              />
-                            );
-                          })}
-                      </div>
-                    </div>
-                  </div>
-                </div>
-                <div className="node-modal-button-box">
-                  <button
-                    type="button"
-                    className="node-modal-button"
-                    onClick={() => {
-                      setModalOpen(false);
-                    }}
-                  >
-                    Done
-                  </button>
-                </div>
-              </div>
-            </Dialog.Panel>
-          </Transition.Child>
-        </div>
-      </div>
-    </Dialog>
-  );
-}
diff --git a/src/frontend/src/modals/SecretKeyModal/index.tsx b/src/frontend/src/modals/SecretKeyModal/index.tsx
new file mode 100644
index 000000000..0487d28b8
--- /dev/null
+++ b/src/frontend/src/modals/SecretKeyModal/index.tsx
@@ -0,0 +1,202 @@
+import * as Form from "@radix-ui/react-form";
+import { useContext, useEffect, useRef, useState } from "react";
+import IconComponent from "../../components/genericIconComponent";
+import { Button } from "../../components/ui/button";
+import { Input } from "../../components/ui/input";
+import { CONTROL_NEW_API_KEY } from "../../constants/constants";
+import { alertContext } from "../../contexts/alertContext";
+import { createApiKey } from "../../controllers/API";
+import {
+  ApiKeyInputType,
+  ApiKeyType,
+  inputHandlerEventType,
+} from "../../types/components";
+import { nodeIconsLucide } from "../../utils/styleUtils";
+import BaseModal from "../baseModal";
+
+export default function SecretKeyModal({
+  title,
+  cancelText,
+  confirmationText,
+  children,
+  icon,
+  data,
+  onCloseModal,
+}: ApiKeyType) {
+  const Icon: any = nodeIconsLucide[icon];
+  const [open, setOpen] = useState(false);
+  const [apiKeyName, setApiKeyName] = useState(data?.apikeyname ?? "");
+  const [apiKeyValue, setApiKeyValue] = useState("");
+  const [inputState, setInputState] =
+    useState<ApiKeyInputType>(CONTROL_NEW_API_KEY);
+  const [renderKey, setRenderKey] = useState(false);
+  const [textCopied, setTextCopied] = useState(true);
+  const { setSuccessData } = useContext(alertContext);
+  const inputRef = useRef<HTMLInputElement | null>(null);
+
+  function handleInput({
+    target: { name, value },
+  }: inputHandlerEventType): void {
+    setInputState((prev) => ({ ...prev, [name]: value }));
+  }
+
+  useEffect(() => {
+    if (open) {
+      setRenderKey(false);
+      resetForm();
+    } else {
+      onCloseModal();
+    }
+  }, [open]);
+
+  function resetForm() {
+    setApiKeyName("");
+    setApiKeyValue("");
+  }
+
+  const handleCopyClick = async () => {
+    if (apiKeyValue) {
+      await navigator.clipboard.writeText(apiKeyValue);
+      inputRef?.current?.focus();
+      inputRef?.current?.select();
+      setSuccessData({
+        title: "API Key copied!",
+      });
+      setTextCopied(false);
+
+      setTimeout(() => {
+        setTextCopied(true);
+      }, 3000);
+    }
+  };
+
+  function handleAddNewKey() {
+    createApiKey(apiKeyName)
+      .then((res) => {
+        setApiKeyValue(res["api_key"]);
+      })
+      .catch((err) => {});
+  }
+
+  return (
+    <BaseModal size="small-h-full" open={open} setOpen={setOpen}>
+      <BaseModal.Trigger>{children}</BaseModal.Trigger>
+      <BaseModal.Header description={""}>
+        <span className="pr-2">{title}</span>
+        <Icon
+          name="icon"
+          className="h-6 w-6 pl-1 text-foreground"
+          aria-hidden="true"
+        />
+      </BaseModal.Header>
+      <BaseModal.Content>
+        {renderKey === true && (
+          <>
+            <span className="text-xs">
+              Please save this secret key somewhere safe and accessible. For
+              security reasons,{" "}
+              <strong>you won't be able to view it again</strong> through your
+              account. If you lose this secret key, you'll need to generate a
+              new one.
+            </span>
+            <div className="flex pt-3">
+              <div className="w-full">
+                <Input
+                  ref={inputRef}
+                  onChange={(event) => {
+                    setApiKeyValue(event.target.value);
+                  }}
+                  readOnly={true}
+                  value={apiKeyValue}
+                />
+              </div>
+
+              <div>
+                <Button
+                  className="ml-3"
+                  onClick={() => {
+                    handleCopyClick();
+                  }}
+                >
+                  {textCopied ? (
+                    <IconComponent name="Copy" className="h-4 w-4" />
+                  ) : (
+                    <IconComponent name="Check" className="h-4 w-4" />
+                  )}
+                </Button>
+              </div>
+            </div>
+          </>
+        )}
+
+        <Form.Root
+          onSubmit={(event) => {
+            setRenderKey(true);
+            handleAddNewKey();
+            event.preventDefault();
+          }}
+        >
+          {renderKey === false && (
+            <div className="grid gap-5">
+              <Form.Field name="username">
+                <div
+                  style={{
+                    display: "flex",
+                    alignItems: "baseline",
+                    justifyContent: "space-between",
+                  }}
+                >
+                  <Form.Label className="data-[invalid]:label-invalid">
+                    Name (optional){" "}
+                  </Form.Label>
+                </div>
+                <Form.Control asChild>
+                  <input
+                    onChange={({ target: { value } }) => {
+                      handleInput({ target: { name: "apikeyname", value } });
+                      setApiKeyName(value);
+                    }}
+                    value={apiKeyName}
+                    className="primary-input"
+                    placeholder="My key name"
+                  />
+                </Form.Control>
+              </Form.Field>
+            </div>
+          )}
+          {renderKey === false && (
+            <div className="float-right">
+              <Button
+                className="mr-3"
+                variant="outline"
+                onClick={() => {
+                  setOpen(false);
+                }}
+              >
+                {cancelText}
+              </Button>
+
+              <Form.Submit asChild>
+                <Button className="mt-8">{confirmationText}</Button>
+              </Form.Submit>
+            </div>
+          )}
+
+          {renderKey === true && (
+            <div className="float-right">
+              <Button
+                onClick={() => {
+                  setOpen(false);
+                  setRenderKey(false);
+                }}
+                className="mt-8"
+              >
+                Done
+              </Button>
+            </div>
+          )}
+        </Form.Root>
+      </BaseModal.Content>
+    </BaseModal>
+  );
+}
diff --git a/src/frontend/src/modals/UserManagementModal/index.tsx b/src/frontend/src/modals/UserManagementModal/index.tsx
new file mode 100644
index 000000000..d246a11b1
--- /dev/null
+++ b/src/frontend/src/modals/UserManagementModal/index.tsx
@@ -0,0 +1,295 @@
+import * as Form from "@radix-ui/react-form";
+import { Eye, EyeOff } from "lucide-react";
+import { useContext, useEffect, useState } from "react";
+import { Button } from "../../components/ui/button";
+import { Checkbox } from "../../components/ui/checkbox";
+import { CONTROL_NEW_USER } from "../../constants/constants";
+import { AuthContext } from "../../contexts/authContext";
+import {
+  UserInputType,
+  UserManagementType,
+  inputHandlerEventType,
+} from "../../types/components";
+import { nodeIconsLucide } from "../../utils/styleUtils";
+import BaseModal from "../baseModal";
+
+export default function UserManagementModal({
+  title,
+  titleHeader,
+  cancelText,
+  confirmationText,
+  children,
+  icon,
+  data,
+  index,
+  onConfirm,
+  asChild,
+}: UserManagementType) {
+  const Icon: any = nodeIconsLucide[icon];
+  const [pwdVisible, setPwdVisible] = useState(false);
+  const [confirmPwdVisible, setConfirmPwdVisible] = useState(false);
+  const [open, setOpen] = useState(false);
+  const [password, setPassword] = useState(data?.password ?? "");
+  const [username, setUserName] = useState(data?.username ?? "");
+  const [confirmPassword, setConfirmPassword] = useState(data?.password ?? "");
+  const [isActive, setIsActive] = useState(data?.is_active ?? false);
+  const [isSuperUser, setIsSuperUser] = useState(data?.is_superuser ?? false);
+  const [inputState, setInputState] = useState<UserInputType>(CONTROL_NEW_USER);
+  const { userData } = useContext(AuthContext);
+
+  function handleInput({
+    target: { name, value },
+  }: inputHandlerEventType): void {
+    setInputState((prev) => ({ ...prev, [name]: value }));
+  }
+
+  useEffect(() => {
+    if (!data) {
+      resetForm();
+    } else {
+      handleInput({ target: { name: "username", value: username } });
+      handleInput({ target: { name: "is_active", value: isActive } });
+      handleInput({ target: { name: "is_superuser", value: isSuperUser } });
+    }
+  }, [open]);
+
+  function resetForm() {
+    setPassword("");
+    setUserName("");
+    setConfirmPassword("");
+  }
+
+  return (
+    <BaseModal size="medium-h-full" open={open} setOpen={setOpen}>
+      <BaseModal.Trigger asChild={asChild}>{children}</BaseModal.Trigger>
+      <BaseModal.Header description={titleHeader}>
+        <span className="pr-2">{title}</span>
+        <Icon
+          name="icon"
+          className="h-6 w-6 pl-1 text-foreground"
+          aria-hidden="true"
+        />
+      </BaseModal.Header>
+      <BaseModal.Content>
+        <Form.Root
+          onSubmit={(event) => {
+            if (password !== confirmPassword) {
+              event.preventDefault();
+              return;
+            }
+            resetForm();
+            onConfirm(1, inputState);
+            setOpen(false);
+            event.preventDefault();
+          }}
+        >
+          <div className="grid gap-5">
+            <Form.Field name="username">
+              <div
+                style={{
+                  display: "flex",
+                  alignItems: "baseline",
+                  justifyContent: "space-between",
+                }}
+              >
+                <Form.Label className="data-[invalid]:label-invalid">
+                  Username{" "}
+                  <span className="font-medium text-destructive">*</span>
+                </Form.Label>
+              </div>
+              <Form.Control asChild>
+                <input
+                  onChange={({ target: { value } }) => {
+                    handleInput({ target: { name: "username", value } });
+                    setUserName(value);
+                  }}
+                  value={username}
+                  className="primary-input"
+                  required
+                  placeholder="Username"
+                />
+              </Form.Control>
+              <Form.Message match="valueMissing" className="field-invalid">
+                Please enter your username
+              </Form.Message>
+            </Form.Field>
+
+            <div className="flex flex-row">
+              <div className="mr-3 basis-1/2">
+                <Form.Field
+                  name="password"
+                  serverInvalid={password != confirmPassword}
+                >
+                  <div
+                    style={{
+                      display: "flex",
+                      alignItems: "baseline",
+                      justifyContent: "space-between",
+                    }}
+                  >
+                    <Form.Label className="data-[invalid]:label-invalid flex">
+                      Password{" "}
+                      <span className="ml-1 mr-1 font-medium text-destructive">
+                        *
+                      </span>
+                      {pwdVisible && (
+                        <Eye
+                          onClick={() => setPwdVisible(!pwdVisible)}
+                          className="h-5 cursor-pointer"
+                          strokeWidth={1.5}
+                        />
+                      )}
+                      {!pwdVisible && (
+                        <EyeOff
+                          onClick={() => setPwdVisible(!pwdVisible)}
+                          className="h-5 cursor-pointer"
+                          strokeWidth={1.5}
+                        />
+                      )}
+                    </Form.Label>
+                  </div>
+                  <Form.Control asChild>
+                    <input
+                      onChange={({ target: { value } }) => {
+                        handleInput({ target: { name: "password", value } });
+                        setPassword(value);
+                      }}
+                      value={password}
+                      className="primary-input"
+                      required={data ? false : true}
+                      type={pwdVisible ? "text" : "password"}
+                    />
+                  </Form.Control>
+
+                  <Form.Message className="field-invalid" match="valueMissing">
+                    Please enter a password
+                  </Form.Message>
+
+                  {password != confirmPassword && (
+                    <Form.Message className="field-invalid">
+                      Passwords do not match
+                    </Form.Message>
+                  )}
+                </Form.Field>
+              </div>
+
+              <div className="basis-1/2">
+                <Form.Field
+                  name="confirmpassword"
+                  serverInvalid={password != confirmPassword}
+                >
+                  <div
+                    style={{
+                      display: "flex",
+                      alignItems: "baseline",
+                      justifyContent: "space-between",
+                    }}
+                  >
+                    <Form.Label className="data-[invalid]:label-invalid flex">
+                      Confirm password{" "}
+                      <span className="ml-1 mr-1 font-medium text-destructive">
+                        *
+                      </span>
+                      {confirmPwdVisible && (
+                        <Eye
+                          onClick={() =>
+                            setConfirmPwdVisible(!confirmPwdVisible)
+                          }
+                          className="h-5 cursor-pointer"
+                          strokeWidth={1.5}
+                        />
+                      )}
+                      {!confirmPwdVisible && (
+                        <EyeOff
+                          onClick={() =>
+                            setConfirmPwdVisible(!confirmPwdVisible)
+                          }
+                          className="h-5 cursor-pointer"
+                          strokeWidth={1.5}
+                        />
+                      )}
+                    </Form.Label>
+                  </div>
+                  <Form.Control asChild>
+                    <input
+                      onChange={(input) => {
+                        setConfirmPassword(input.target.value);
+                      }}
+                      value={confirmPassword}
+                      className="primary-input"
+                      required={data ? false : true}
+                      type={confirmPwdVisible ? "text" : "password"}
+                    />
+                  </Form.Control>
+                  <Form.Message className="field-invalid" match="valueMissing">
+                    Please confirm your password
+                  </Form.Message>
+                </Form.Field>
+              </div>
+            </div>
+            <div className="flex gap-8">
+              <Form.Field name="is_active">
+                <div>
+                  <Form.Label className="data-[invalid]:label-invalid mr-3">
+                    Active
+                  </Form.Label>
+                  <Form.Control asChild>
+                    <Checkbox
+                      value={isActive}
+                      checked={isActive}
+                      id="is_active"
+                      className="relative top-0.5"
+                      onCheckedChange={(value) => {
+                        handleInput({ target: { name: "is_active", value } });
+                        setIsActive(value);
+                      }}
+                    />
+                  </Form.Control>
+                </div>
+              </Form.Field>
+              {userData?.is_superuser && (
+                <Form.Field name="is_superuser">
+                  <div>
+                    <Form.Label className="data-[invalid]:label-invalid mr-3">
+                      Superuser
+                    </Form.Label>
+                    <Form.Control asChild>
+                      <Checkbox
+                        checked={isSuperUser}
+                        value={isSuperUser}
+                        id="is_superuser"
+                        className="relative top-0.5"
+                        onCheckedChange={(value) => {
+                          handleInput({
+                            target: { name: "is_superuser", value },
+                          });
+                          setIsSuperUser(value);
+                        }}
+                      />
+                    </Form.Control>
+                  </div>
+                </Form.Field>
+              )}
+            </div>
+          </div>
+
+          <div className="float-right">
+            <Button
+              variant="outline"
+              onClick={() => {
+                setOpen(false);
+              }}
+              className="mr-3"
+            >
+              {cancelText}
+            </Button>
+
+            <Form.Submit asChild>
+              <Button className="mt-8">{confirmationText}</Button>
+            </Form.Submit>
+          </div>
+        </Form.Root>
+      </BaseModal.Content>
+    </BaseModal>
+  );
+}
diff --git a/src/frontend/src/modals/baseModal/index.tsx b/src/frontend/src/modals/baseModal/index.tsx
index 142ad223b..dc2008e68 100644
--- a/src/frontend/src/modals/baseModal/index.tsx
+++ b/src/frontend/src/modals/baseModal/index.tsx
@@ -1,4 +1,4 @@
-import { ReactNode } from "react";
+import { ReactNode, useEffect } from "react";
 
 import React from "react";
 import {
@@ -9,23 +9,36 @@ import {
   DialogTitle,
   DialogTrigger,
 } from "../../components/ui/dialog";
+import { modalHeaderType } from "../../types/components";
 
 type ContentProps = { children: ReactNode };
 type HeaderProps = { children: ReactNode; description: string };
 type FooterProps = { children: ReactNode };
-type TriggerProps = { children: ReactNode };
+type TriggerProps = {
+  children: ReactNode;
+  asChild?: boolean;
+  disable?: boolean;
+};
 
 const Content: React.FC<ContentProps> = ({ children }) => {
   return <div className="h-full w-full">{children}</div>;
 };
-const Trigger: React.FC<ContentProps> = ({ children }) => {
-  return <>{children}</>;
+const Trigger: React.FC<TriggerProps> = ({ children, asChild, disable }) => {
+  return (
+    <DialogTrigger
+      className={asChild ? "" : "w-full"}
+      hidden={children ? false : true}
+      asChild={asChild}
+    >
+      {children}
+    </DialogTrigger>
+  );
 };
 
-const Header: React.FC<{ children: ReactNode; description: string }> = ({
+const Header: React.FC<{ children: ReactNode; description: string | null }> = ({
   children,
   description,
-}) => {
+}: modalHeaderType): JSX.Element => {
   return (
     <DialogHeader>
       <DialogTitle className="flex items-center">{children}</DialogTitle>
@@ -46,15 +59,25 @@ interface BaseModalProps {
   ];
   open?: boolean;
   setOpen?: (open: boolean) => void;
+  size?:
+    | "x-small"
+    | "smaller"
+    | "small"
+    | "medium"
+    | "large"
+    | "large-h-full"
+    | "small-h-full"
+    | "medium-h-full";
+
   disable?: boolean;
-  size?: "smaller" | "small" | "medium" | "large" | "large-h-full";
+  onChangeOpenModal?: (open: boolean) => void;
 }
 function BaseModal({
   open,
   setOpen,
-  disable = false,
   children,
   size = "large",
+  onChangeOpenModal,
 }: BaseModalProps) {
   const headerChild = React.Children.toArray(children).find(
     (child) => (child as React.ReactElement).type === Header
@@ -73,6 +96,10 @@ function BaseModal({
   let height: string;
 
   switch (size) {
+    case "x-small":
+      minWidth = "min-w-[20vw]";
+      height = "h-[10vh]";
+      break;
     case "smaller":
       minWidth = "min-w-[40vw]";
       height = "h-[27vh]";
@@ -81,10 +108,16 @@ function BaseModal({
       minWidth = "min-w-[40vw]";
       height = "h-[40vh]";
       break;
+    case "small-h-full":
+      minWidth = "min-w-[40vw]";
+      break;
     case "medium":
       minWidth = "min-w-[60vw]";
       height = "h-[60vh]";
       break;
+    case "medium-h-full":
+      minWidth = "min-w-[60vw]";
+      break;
     case "large":
       minWidth = "min-w-[80vw]";
       height = "h-[80vh]";
@@ -98,18 +131,21 @@ function BaseModal({
       break;
   }
 
+  useEffect(() => {
+    if (onChangeOpenModal) {
+      onChangeOpenModal(open);
+    }
+  }, [open]);
+
   //UPDATE COLORS AND STYLE CLASSSES
   return (
     <Dialog open={open} onOpenChange={setOpen}>
-      <DialogTrigger
-        className={"w-full " + (disable ? "button-disable" : "")}
-        hidden={triggerChild ? false : true}
-      >
-        {triggerChild}
-      </DialogTrigger>
+      {triggerChild}
       <DialogContent className={minWidth}>
-        {headerChild}
-        <div className={`mt-2 flex flex-col ${height} w-full `}>
+        <div className="truncate-doubleline word-break-break-word">
+          {headerChild}
+        </div>
+        <div className={`mt-2 flex flex-col ${height!} w-full `}>
           {ContentChild}
         </div>
         {ContentFooter && (
diff --git a/src/frontend/src/modals/codeAreaModal/index.tsx b/src/frontend/src/modals/codeAreaModal/index.tsx
index 935ae2964..903fb85b5 100644
--- a/src/frontend/src/modals/codeAreaModal/index.tsx
+++ b/src/frontend/src/modals/codeAreaModal/index.tsx
@@ -4,7 +4,7 @@ import "ace-builds/src-noconflict/mode-python";
 import "ace-builds/src-noconflict/theme-github";
 import "ace-builds/src-noconflict/theme-twilight";
 // import "ace-builds/webpack-resolver";
-import { ReactNode, useContext, useEffect, useState } from "react";
+import { useContext, useEffect, useState } from "react";
 import AceEditor from "react-ace";
 import IconComponent from "../../components/genericIconComponent";
 import { Button } from "../../components/ui/button";
@@ -13,7 +13,7 @@ import { alertContext } from "../../contexts/alertContext";
 import { darkContext } from "../../contexts/darkContext";
 import { typesContext } from "../../contexts/typesContext";
 import { postCustomComponent, postValidateCode } from "../../controllers/API";
-import { APIClassType } from "../../types/api";
+import { codeAreaModalPropsType } from "../../types/components";
 import BaseModal from "../baseModal";
 
 export default function CodeAreaModal({
@@ -23,30 +23,22 @@ export default function CodeAreaModal({
   setNodeClass,
   children,
   dynamic,
-}: {
-  setValue: (value: string) => void;
-  value: string;
-  nodeClass?: APIClassType;
-  children: ReactNode;
-  setNodeClass?: (Class: APIClassType) => void;
-  dynamic?: boolean;
-}) {
+}: codeAreaModalPropsType): JSX.Element {
   const [code, setCode] = useState(value);
   const { dark } = useContext(darkContext);
   const { reactFlowInstance } = useContext(typesContext);
-  const [height, setHeight] = useState(null);
+  const [height, setHeight] = useState<string | null>(null);
   const { setErrorData, setSuccessData } = useContext(alertContext);
   const [error, setError] = useState<{
-    detail: { error: string; traceback: string };
-  }>(null);
+    detail: { error: string | undefined; traceback: string | undefined };
+  } | null>(null);
 
   useEffect(() => {
     // if nodeClass.template has more fields other than code and dynamic is true
     // do not run handleClick
-    if (dynamic && Object.keys(nodeClass.template).length > 2) {
+    if (dynamic && Object.keys(nodeClass!.template).length > 2) {
       return;
     }
-    processCode();
   }, []);
 
   function processNonDynamicField() {
@@ -90,7 +82,7 @@ export default function CodeAreaModal({
   }
 
   function processDynamicField() {
-    postCustomComponent(code, nodeClass)
+    postCustomComponent(code, nodeClass!)
       .then((apiReturn) => {
         const { data } = apiReturn;
         if (data) {
@@ -172,18 +164,18 @@ export default function CodeAreaModal({
           </div>
           <div
             className={
-              "w-full transition-all delay-500 " +
-              (error?.detail.error !== undefined ? "h-2/6" : "h-0")
+              "whitespace-break-spaces transition-all delay-500" +
+              (error?.detail?.error !== undefined ? "h-2/6" : "h-0")
             }
           >
-            <div className="mt-1 h-full w-full overflow-y-auto overflow-x-clip text-left custom-scroll">
+            <div className="mt-1 h-full max-h-[10rem] w-full overflow-y-auto overflow-x-clip text-left custom-scroll">
               <h1 className="text-lg text-destructive">
                 {error?.detail?.error}
               </h1>
               <div className="ml-2 w-full text-sm text-status-red word-break-break-word">
-                <pre className="w-full word-break-break-word">
+                <span className="w-full word-break-break-word">
                   {error?.detail?.traceback}
-                </pre>
+                </span>
               </div>
             </div>
           </div>
diff --git a/src/frontend/src/modals/dictAreaModal/index.tsx b/src/frontend/src/modals/dictAreaModal/index.tsx
new file mode 100644
index 000000000..fdf0f5bb1
--- /dev/null
+++ b/src/frontend/src/modals/dictAreaModal/index.tsx
@@ -0,0 +1,67 @@
+import "ace-builds/src-noconflict/ace";
+import "ace-builds/src-noconflict/ext-language_tools";
+import "ace-builds/src-noconflict/mode-python";
+import "ace-builds/src-noconflict/theme-github";
+import "ace-builds/src-noconflict/theme-twilight";
+// import "ace-builds/webpack-resolver";
+import { useEffect, useState } from "react";
+import JsonView from "react18-json-view";
+import "react18-json-view/src/dark.css";
+import "react18-json-view/src/style.css";
+import IconComponent from "../../components/genericIconComponent";
+import { Button } from "../../components/ui/button";
+import { CODE_DICT_DIALOG_SUBTITLE } from "../../constants/constants";
+import BaseModal from "../baseModal";
+
+export default function DictAreaModal({
+  children,
+  onChange,
+  value,
+}): JSX.Element {
+  const [open, setOpen] = useState(false);
+  const [dictObj, setDictObj] = useState(value);
+
+  useEffect(() => {
+    if (value) setDictObj(value);
+  }, [value]);
+
+  return (
+    <BaseModal size="medium-h-full" open={open} setOpen={setOpen}>
+      <BaseModal.Trigger>{children}</BaseModal.Trigger>
+      <BaseModal.Header description={CODE_DICT_DIALOG_SUBTITLE}>
+        <span className="pr-2">Edit Dictionary</span>
+        <IconComponent
+          name="BookMarked"
+          className="h-6 w-6 pl-1 text-primary "
+          aria-hidden="true"
+        />
+      </BaseModal.Header>
+      <BaseModal.Content>
+        <div className="flex h-full w-full flex-col transition-all">
+          <JsonView
+            theme="vscode"
+            dark={true}
+            editable
+            enableClipboard
+            onEdit={(edit) => {
+              setDictObj(edit["src"]);
+            }}
+            src={dictObj}
+          />
+          <div className="flex h-fit w-full justify-end">
+            <Button
+              className="mt-3"
+              type="submit"
+              onClick={() => {
+                onChange(dictObj);
+                setOpen(false);
+              }}
+            >
+              Save
+            </Button>
+          </div>
+        </div>
+      </BaseModal.Content>
+    </BaseModal>
+  );
+}
diff --git a/src/frontend/src/modals/exportModal/index.tsx b/src/frontend/src/modals/exportModal/index.tsx
index c45723e04..01b655b39 100644
--- a/src/frontend/src/modals/exportModal/index.tsx
+++ b/src/frontend/src/modals/exportModal/index.tsx
@@ -1,4 +1,4 @@
-import { ReactNode, forwardRef, useContext, useState } from "react";
+import { ReactNode, forwardRef, useContext, useEffect, useState } from "react";
 import EditFlowSettings from "../../components/EditFlowSettingsComponent";
 import IconComponent from "../../components/genericIconComponent";
 import { Button } from "../../components/ui/button";
@@ -8,75 +8,76 @@ import { TabsContext } from "../../contexts/tabsContext";
 import { removeApiKeys } from "../../utils/reactflowUtils";
 import BaseModal from "../baseModal";
 
-const ExportModal = forwardRef((props: { children: ReactNode }, ref) => {
-  const { flows, tabId, updateFlow, downloadFlow, saveFlow } =
-    useContext(TabsContext);
-  const [checked, setChecked] = useState(false);
-  const [name, setName] = useState(flows.find((f) => f.id === tabId).name);
-  const [invalidName, setInvalidName] = useState(false);
-  const [description, setDescription] = useState(
-    flows.find((f) => f.id === tabId).description
-  );
-  const [open, setOpen] = useState(false);
-  return (
-    <BaseModal size="smaller" open={open} setOpen={setOpen}>
-      <BaseModal.Trigger>{props.children}</BaseModal.Trigger>
-      <BaseModal.Header description={EXPORT_DIALOG_SUBTITLE}>
-        <span className="pr-2">Export</span>
-        <IconComponent
-          name="Download"
-          className="h-6 w-6 pl-1 text-foreground"
-          aria-hidden="true"
-        />
-      </BaseModal.Header>
-      <BaseModal.Content>
-        <EditFlowSettings
-          invalidName={invalidName}
-          setInvalidName={setInvalidName}
-          name={name}
-          description={description}
-          flows={flows}
-          tabId={tabId}
-          setName={setName}
-          setDescription={setDescription}
-          updateFlow={updateFlow}
-        />
-        <div className="mt-3 flex items-center space-x-2">
-          <Checkbox
-            id="terms"
-            onCheckedChange={(event: boolean) => {
-              setChecked(event);
-            }}
-          />
-          <label htmlFor="terms" className="export-modal-save-api text-sm ">
-            Save with my API keys
-          </label>
-        </div>
-      </BaseModal.Content>
+const ExportModal = forwardRef(
+  (props: { children: ReactNode }, ref): JSX.Element => {
+    const { flows, tabId, downloadFlow } = useContext(TabsContext);
+    const [checked, setChecked] = useState(false);
+    const flow = flows.find((f) => f.id === tabId);
+    useEffect(() => {
+      setName(flow!.name);
+      setDescription(flow!.description);
+    }, [flow!.name, flow!.description]);
+    const [name, setName] = useState(flow!.name);
+    const [description, setDescription] = useState(flow!.description);
+    const [open, setOpen] = useState(false);
 
-      <BaseModal.Footer>
-        <Button
-          onClick={() => {
-            if (checked)
-              downloadFlow(
-                flows.find((f) => f.id === tabId),
-                name,
-                description
-              );
-            else
-              downloadFlow(
-                removeApiKeys(flows.find((f) => f.id === tabId)),
-                name,
-                description
-              );
-            setOpen(false);
-          }}
-          type="submit"
-        >
-          Download Flow
-        </Button>
-      </BaseModal.Footer>
-    </BaseModal>
-  );
-});
+    return (
+      <BaseModal size="smaller" open={open} setOpen={setOpen}>
+        <BaseModal.Trigger>{props.children}</BaseModal.Trigger>
+        <BaseModal.Header description={EXPORT_DIALOG_SUBTITLE}>
+          <span className="pr-2">Export</span>
+          <IconComponent
+            name="Download"
+            className="h-6 w-6 pl-1 text-foreground"
+            aria-hidden="true"
+          />
+        </BaseModal.Header>
+        <BaseModal.Content>
+          <EditFlowSettings
+            name={name}
+            description={description}
+            flows={flows}
+            tabId={tabId}
+            setName={setName}
+            setDescription={setDescription}
+          />
+          <div className="mt-3 flex items-center space-x-2">
+            <Checkbox
+              id="terms"
+              onCheckedChange={(event: boolean) => {
+                setChecked(event);
+              }}
+            />
+            <label htmlFor="terms" className="export-modal-save-api text-sm ">
+              Save with my API keys
+            </label>
+          </div>
+        </BaseModal.Content>
+
+        <BaseModal.Footer>
+          <Button
+            onClick={() => {
+              if (checked)
+                downloadFlow(
+                  flows.find((flow) => flow.id === tabId)!,
+                  name!,
+                  description
+                );
+              else
+                downloadFlow(
+                  removeApiKeys(flows.find((flow) => flow.id === tabId)!),
+                  name!,
+                  description
+                );
+              setOpen(false);
+            }}
+            type="submit"
+          >
+            Download Flow
+          </Button>
+        </BaseModal.Footer>
+      </BaseModal>
+    );
+  }
+);
 export default ExportModal;
diff --git a/src/frontend/src/modals/flowSettingsModal/index.tsx b/src/frontend/src/modals/flowSettingsModal/index.tsx
index 7f9e2e6e9..48eb9225c 100644
--- a/src/frontend/src/modals/flowSettingsModal/index.tsx
+++ b/src/frontend/src/modals/flowSettingsModal/index.tsx
@@ -1,36 +1,31 @@
-import { useContext, useRef, useState } from "react";
+import { useContext, useEffect, useState } from "react";
 import EditFlowSettings from "../../components/EditFlowSettingsComponent";
 import IconComponent from "../../components/genericIconComponent";
 import { Button } from "../../components/ui/button";
 import { SETTINGS_DIALOG_SUBTITLE } from "../../constants/constants";
-import { alertContext } from "../../contexts/alertContext";
 import { TabsContext } from "../../contexts/tabsContext";
+import { FlowSettingsPropsType } from "../../types/components";
 import BaseModal from "../baseModal";
 
 export default function FlowSettingsModal({
   open,
   setOpen,
-}: {
-  open: boolean;
-  setOpen: (open: boolean) => void;
-}) {
-  const { setErrorData, setSuccessData } = useContext(alertContext);
-  const ref = useRef();
-  const { flows, tabId, updateFlow, setTabsState, saveFlow } =
-    useContext(TabsContext);
-  const maxLength = 50;
-  const [name, setName] = useState(flows.find((f) => f.id === tabId).name);
-  const [description, setDescription] = useState(
-    flows.find((f) => f.id === tabId).description
-  );
+}: FlowSettingsPropsType): JSX.Element {
+  const { flows, tabId, updateFlow, saveFlow } = useContext(TabsContext);
+  const flow = flows.find((f) => f.id === tabId);
+  useEffect(() => {
+    setName(flow!.name);
+    setDescription(flow!.description);
+  }, [flow!.name, flow!.description]);
+  const [name, setName] = useState(flow!.name);
+  const [description, setDescription] = useState(flow!.description);
   const [invalidName, setInvalidName] = useState(false);
 
-  function handleClick() {
-    let savedFlow = flows.find((f) => f.id === tabId);
-    savedFlow.name = name;
-    savedFlow.description = description;
-    saveFlow(savedFlow);
-    setSuccessData({ title: "Changes saved successfully" });
+  function handleClick(): void {
+    let savedFlow = flows.find((flow) => flow.id === tabId);
+    savedFlow!.name = name;
+    savedFlow!.description = description;
+    saveFlow(savedFlow!);
     setOpen(false);
   }
   return (
@@ -49,7 +44,6 @@ export default function FlowSettingsModal({
           tabId={tabId}
           setName={setName}
           setDescription={setDescription}
-          updateFlow={updateFlow}
         />
       </BaseModal.Content>
 
diff --git a/src/frontend/src/modals/formModal/chatInput/index.tsx b/src/frontend/src/modals/formModal/chatInput/index.tsx
index e8be2f292..1d61b0df7 100644
--- a/src/frontend/src/modals/formModal/chatInput/index.tsx
+++ b/src/frontend/src/modals/formModal/chatInput/index.tsx
@@ -1,6 +1,7 @@
 import { useEffect } from "react";
 import IconComponent from "../../../components/genericIconComponent";
 import { Textarea } from "../../../components/ui/textarea";
+import { chatInputType } from "../../../types/components";
 import { classNames } from "../../../utils/utils";
 
 export default function ChatInput({
@@ -10,7 +11,7 @@ export default function ChatInput({
   setChatValue,
   inputRef,
   noInput,
-}) {
+}: chatInputType): JSX.Element {
   useEffect(() => {
     if (!lockChat && inputRef.current) {
       inputRef.current.focus();
@@ -46,8 +47,8 @@ export default function ChatInput({
           }`,
         }}
         value={lockChat ? "Thinking..." : chatValue}
-        onChange={(e) => {
-          setChatValue(e.target.value);
+        onChange={(event): void => {
+          setChatValue(event.target.value);
         }}
         className={classNames(
           lockChat
@@ -75,7 +76,7 @@ export default function ChatInput({
               : "bg-chat-send text-background"
           )}
           disabled={lockChat}
-          onClick={() => sendMessage()}
+          onClick={(): void => sendMessage()}
         >
           {lockChat ? (
             <IconComponent
diff --git a/src/frontend/src/modals/formModal/chatMessage/codeBlock/index.tsx b/src/frontend/src/modals/formModal/chatMessage/codeBlock/index.tsx
index ce121a7cf..45ee18288 100644
--- a/src/frontend/src/modals/formModal/chatMessage/codeBlock/index.tsx
+++ b/src/frontend/src/modals/formModal/chatMessage/codeBlock/index.tsx
@@ -3,16 +3,12 @@ import { useState } from "react";
 import { Prism as SyntaxHighlighter } from "react-syntax-highlighter";
 import { oneDark } from "react-syntax-highlighter/dist/cjs/styles/prism";
 import { programmingLanguages } from "../../../../constants/constants";
+import { Props } from "../../../../types/components";
 
-interface Props {
-  language: string;
-  value: string;
-}
-
-export function CodeBlock({ language, value }) {
+export function CodeBlock({ language, value }: Props): JSX.Element {
   const [isCopied, setIsCopied] = useState<Boolean>(false);
 
-  const copyToClipboard = () => {
+  const copyToClipboard = (): void => {
     if (!navigator.clipboard || !navigator.clipboard.writeText) {
       return;
     }
@@ -25,7 +21,7 @@ export function CodeBlock({ language, value }) {
       }, 2000);
     });
   };
-  const downloadAsFile = () => {
+  const downloadAsFile = (): void => {
     const fileExtension = programmingLanguages[language] || ".file";
     const suggestedFileName = `${"generated-code"}${fileExtension}`;
     const fileName = window.prompt("enter file name", suggestedFileName);
diff --git a/src/frontend/src/modals/formModal/chatMessage/index.tsx b/src/frontend/src/modals/formModal/chatMessage/index.tsx
index c132f025a..4a7f968f6 100644
--- a/src/frontend/src/modals/formModal/chatMessage/index.tsx
+++ b/src/frontend/src/modals/formModal/chatMessage/index.tsx
@@ -9,18 +9,15 @@ import Robot from "../../../assets/robot.png";
 import SanitizedHTMLWrapper from "../../../components/SanitizedHTMLWrapper";
 import CodeTabsComponent from "../../../components/codeTabsComponent";
 import IconComponent from "../../../components/genericIconComponent";
-import { ChatMessageType } from "../../../types/chat";
+import { chatMessagePropsType } from "../../../types/components";
 import { classNames } from "../../../utils/utils";
 import FileCard from "../fileComponent";
+
 export default function ChatMessage({
   chat,
   lockChat,
   lastMessage,
-}: {
-  chat: ChatMessageType;
-  lockChat: boolean;
-  lastMessage: boolean;
-}) {
+}: chatMessagePropsType): JSX.Element {
   const convert = new Convert({ newline: true });
   const [hidden, setHidden] = useState(true);
   const template = chat.template;
@@ -57,7 +54,7 @@ export default function ChatMessage({
           <div className="form-modal-chat-text">
             {hidden && chat.thought && chat.thought !== "" && (
               <div
-                onClick={() => setHidden((prev) => !prev)}
+                onClick={(): void => setHidden((prev) => !prev)}
                 className="form-modal-chat-icon-div"
               >
                 <IconComponent
@@ -192,7 +189,7 @@ export default function ChatMessage({
                   ? template?.split("\n")?.map((line, index) => {
                       const regex = /{([^}]+)}/g;
                       let match;
-                      let parts = [];
+                      let parts: Array<JSX.Element | string> = [];
                       let lastIndex = 0;
                       while ((match = regex.exec(line)) !== null) {
                         // Push text up to the match
diff --git a/src/frontend/src/modals/formModal/fileComponent/index.tsx b/src/frontend/src/modals/formModal/fileComponent/index.tsx
index c0f53f925..b1dc74d1f 100644
--- a/src/frontend/src/modals/formModal/fileComponent/index.tsx
+++ b/src/frontend/src/modals/formModal/fileComponent/index.tsx
@@ -1,9 +1,14 @@
 import * as base64js from "base64-js";
 import { useState } from "react";
 import IconComponent from "../../../components/genericIconComponent";
+import { fileCardPropsType } from "../../../types/components";
 
-export default function FileCard({ fileName, content, fileType }) {
-  const handleDownload = () => {
+export default function FileCard({
+  fileName,
+  content,
+  fileType,
+}: fileCardPropsType): JSX.Element {
+  const handleDownload = (): void => {
     const byteArray = new Uint8Array(base64js.toByteArray(content));
     const blob = new Blob([byteArray], { type: "application/octet-stream" });
     const url = URL.createObjectURL(blob);
@@ -16,10 +21,10 @@ export default function FileCard({ fileName, content, fileType }) {
     URL.revokeObjectURL(url);
   };
   const [isHovered, setIsHovered] = useState(false);
-  function handleMouseEnter() {
+  function handleMouseEnter(): void {
     setIsHovered(true);
   }
-  function handleMouseLeave() {
+  function handleMouseLeave(): void {
     setIsHovered(false);
   }
 
@@ -55,7 +60,7 @@ export default function FileCard({ fileName, content, fileType }) {
   return (
     <button onClick={handleDownload} className="file-card-modal-button">
       <div className="file-card-modal-div">
-        {" "}
+        ooooooooooooooo{" "}
         {fileType === "image" ? (
           <img
             src={`data:image/png;base64,${content}`}
diff --git a/src/frontend/src/modals/formModal/index.tsx b/src/frontend/src/modals/formModal/index.tsx
index 751eacea1..b76df56f2 100644
--- a/src/frontend/src/modals/formModal/index.tsx
+++ b/src/frontend/src/modals/formModal/index.tsx
@@ -23,7 +23,10 @@ import {
 } from "../../components/ui/dialog";
 import { Textarea } from "../../components/ui/textarea";
 import { CHAT_FORM_DIALOG_SUBTITLE } from "../../constants/constants";
+import { AuthContext } from "../../contexts/authContext";
 import { TabsContext } from "../../contexts/tabsContext";
+import { getBuildStatus } from "../../controllers/API";
+import { TabsState } from "../../types/tabs";
 import { validateNodes } from "../../utils/reactflowUtils";
 
 export default function FormModal({
@@ -34,7 +37,7 @@ export default function FormModal({
   open: boolean;
   setOpen: (open: boolean) => void;
   flow: FlowType;
-}) {
+}): JSX.Element {
   const { tabsState, setTabsState } = useContext(TabsContext);
   const [chatValue, setChatValue] = useState(() => {
     try {
@@ -45,11 +48,11 @@ export default function FormModal({
       const inputKeys = formKeysData.input_keys;
       const handleKeys = formKeysData.handle_keys;
 
-      const keyToUse = Object.keys(inputKeys).find(
-        (k) => !handleKeys.some((j) => j === k) && inputKeys[k] === ""
+      const keyToUse = Object.keys(inputKeys!).find(
+        (key) => !handleKeys?.some((j) => j === key) && inputKeys![key] === ""
       );
 
-      return inputKeys[keyToUse];
+      return inputKeys![keyToUse!];
     } catch (error) {
       console.error(error);
       // return a sensible default or `undefined` if no default is possible
@@ -59,22 +62,27 @@ export default function FormModal({
 
   const [chatHistory, setChatHistory] = useState<ChatMessageType[]>([]);
   const { reactFlowInstance } = useContext(typesContext);
+  const { accessToken } = useContext(AuthContext);
   const { setErrorData } = useContext(alertContext);
   const ws = useRef<WebSocket | null>(null);
   const [lockChat, setLockChat] = useState(false);
   const isOpen = useRef(open);
-  const messagesRef = useRef(null);
+  const messagesRef = useRef<HTMLDivElement | null>(null);
   const id = useRef(flow.id);
   const tabsStateFlowId = tabsState[flow.id];
   const tabsStateFlowIdFormKeysData = tabsStateFlowId.formKeysData;
-  const [chatKey, setChatKey] = useState(
-    Object.keys(tabsState[flow.id].formKeysData.input_keys).find(
-      (k) =>
-        !tabsState[flow.id].formKeysData.handle_keys.some((j) => j === k) &&
-        tabsState[flow.id].formKeysData.input_keys[k] === ""
-    )
-  );
-
+  const [chatKey, setChatKey] = useState(() => {
+    if (tabsState[flow.id]?.formKeysData?.input_keys) {
+      return Object.keys(tabsState[flow.id].formKeysData.input_keys!).find(
+        (key) =>
+          !tabsState[flow.id].formKeysData.handle_keys!.some(
+            (j) => j === key
+          ) && tabsState[flow.id].formKeysData.input_keys![key] === ""
+      );
+    }
+    // TODO: return a sensible default
+    return "";
+  });
   useEffect(() => {
     if (messagesRef.current) {
       messagesRef.current.scrollTop = messagesRef.current.scrollHeight;
@@ -146,29 +154,48 @@ export default function FormModal({
     });
   }
 
-  function handleOnClose(event: CloseEvent) {
+  function handleOnClose(event: CloseEvent): void {
     if (isOpen.current) {
+      getBuildStatus(flow.id)
+        .then((response) => {
+          if (response.data.built) {
+            connectWS();
+          } else {
+            setErrorData({
+              title: "Please build the flow again before using the chat.",
+            });
+          }
+        })
+        .catch((error) => {
+          setErrorData({
+            title: error.data?.detail ? error.data.detail : error.message,
+          });
+        });
       setErrorData({ title: event.reason });
       setTimeout(() => {
-        connectWS();
         setLockChat(false);
       }, 1000);
     }
   }
-
-  function getWebSocketUrl(chatId, isDevelopment = false) {
-    const isSecureProtocol = window.location.protocol === "https:";
+  //TODO improve check of user authentication
+  function getWebSocketUrl(
+    chatId: string,
+    isDevelopment: boolean = false
+  ): string {
+    const isSecureProtocol =
+      window.location.protocol === "https:" || window.location.port === "443";
     const webSocketProtocol = isSecureProtocol ? "wss" : "ws";
     const host = isDevelopment ? "localhost:7860" : window.location.host;
     const chatEndpoint = `/api/v1/chat/${chatId}`;
 
     return `${
       isDevelopment ? "ws" : webSocketProtocol
-    }://${host}${chatEndpoint}`;
+    }://${host}${chatEndpoint}?token=${encodeURIComponent(accessToken!)}`;
   }
 
   function handleWsMessage(data: any) {
-    if (Array.isArray(data)) {
+    console.log(data);
+    if (Array.isArray(data) && data.length > 0) {
       //set chat history
       setChatHistory((_) => {
         let newChatHistory: ChatMessageType[] = [];
@@ -208,7 +235,7 @@ export default function FormModal({
       });
     }
     if (data.type === "start") {
-      addChatHistory("", false, chatKey);
+      addChatHistory("", false, chatKey!);
       isStream = true;
     }
     if (data.type === "end") {
@@ -237,7 +264,7 @@ export default function FormModal({
     }
   }
 
-  function connectWS() {
+  function connectWS(): void {
     try {
       const urlWs = getWebSocketUrl(
         id.current,
@@ -249,7 +276,6 @@ export default function FormModal({
       };
       newWs.onmessage = (event) => {
         const data = JSON.parse(event.data);
-        console.log("Received data:", data);
         handleWsMessage(data);
         //get chat history
       };
@@ -257,7 +283,6 @@ export default function FormModal({
         handleOnClose(event);
       };
       newWs.onerror = (ev) => {
-        console.log(ev, "error");
         if (flow.id === "") {
           connectWS();
         } else {
@@ -283,14 +308,13 @@ export default function FormModal({
   useEffect(() => {
     connectWS();
     return () => {
-      console.log("unmount");
       console.log(ws);
       if (ws.current) {
         ws.current.close();
       }
     };
     // do not add connectWS on dependencies array
-  }, []);
+  }, [open]);
 
   useEffect(() => {
     if (
@@ -304,15 +328,15 @@ export default function FormModal({
     // do not add connectWS on dependencies array
   }, [lockChat]);
 
-  async function sendAll(data: sendAllProps) {
+  async function sendAll(data: sendAllProps): Promise<void> {
     try {
       if (ws) {
-        ws.current.send(JSON.stringify(data));
+        ws.current?.send(JSON.stringify(data));
       }
     } catch (error) {
       setErrorData({
         title: "There was an error sending the message",
-        list: [error.message],
+        list: [(error as { message: string }).message],
       });
       setChatValue(data.inputs);
       connectWS();
@@ -323,7 +347,7 @@ export default function FormModal({
     if (ref.current) ref.current.scrollIntoView({ behavior: "smooth" });
   }, [chatHistory]);
 
-  const ref = useRef(null);
+  const ref = useRef<HTMLDivElement | null>(null);
 
   useEffect(() => {
     if (open && ref.current) {
@@ -331,30 +355,31 @@ export default function FormModal({
     }
   }, [open]);
 
-  function sendMessage() {
-    let nodeValidationErrors = validateNodes(reactFlowInstance);
+  function sendMessage(): void {
+    let nodeValidationErrors = validateNodes(reactFlowInstance!);
     if (nodeValidationErrors.length === 0) {
       setLockChat(true);
       let inputs = tabsState[id.current].formKeysData.input_keys;
       setChatValue("");
       const message = inputs;
       addChatHistory(
-        message,
+        message!,
         true,
-        chatKey,
+        chatKey!,
         tabsState[flow.id].formKeysData.template
       );
       sendAll({
-        ...reactFlowInstance.toObject(),
-        inputs: inputs,
+        ...reactFlowInstance?.toObject()!,
+        inputs: inputs!,
         chatHistory,
         name: flow.name,
         description: flow.description,
       });
-      setTabsState((old) => {
+      //@ts-ignore
+      setTabsState((old: TabsState) => {
         if (!chatKey) return old;
         let newTabsState = _.cloneDeep(old);
-        newTabsState[id.current].formKeysData.input_keys[chatKey] = "";
+        newTabsState[id.current].formKeysData.input_keys![chatKey] = "";
         return newTabsState;
       });
     } else {
@@ -364,18 +389,18 @@ export default function FormModal({
       });
     }
   }
-  function clearChat() {
+  function clearChat(): void {
     setChatHistory([]);
-    ws.current.send(JSON.stringify({ clear_history: true }));
+    ws.current?.send(JSON.stringify({ clear_history: true }));
     if (lockChat) setLockChat(false);
   }
 
   function handleOnCheckedChange(checked: boolean, i: string) {
     if (checked === true) {
       setChatKey(i);
-      setChatValue(tabsState[flow.id].formKeysData.input_keys[i]);
+      setChatValue(tabsState[flow.id].formKeysData.input_keys![i]);
     } else {
-      setChatKey(null);
+      setChatKey(null!);
       setChatValue("");
     }
   }
@@ -419,97 +444,107 @@ export default function FormModal({
                 </div>
               </div>
 
-              {Object.keys(tabsState[id.current].formKeysData.input_keys).map(
-                (i, k) => (
-                  <div className="file-component-accordion-div" key={k}>
+              {tabsState[id.current]?.formKeysData?.input_keys
+                ? Object.keys(
+                    tabsState[id.current].formKeysData.input_keys!
+                  ).map((key, index) => (
+                    <div className="file-component-accordion-div" key={index}>
+                      <AccordionComponent
+                        trigger={
+                          <div className="file-component-badge-div">
+                            <Badge variant="gray" size="md">
+                              {key}
+                            </Badge>
+
+                            <div
+                              className="-mb-1"
+                              onClick={(event) => {
+                                event.stopPropagation();
+                              }}
+                            >
+                              <ToggleShadComponent
+                                enabled={chatKey === key}
+                                setEnabled={(value) =>
+                                  handleOnCheckedChange(value, key)
+                                }
+                                size="small"
+                                disabled={tabsState[
+                                  id.current
+                                ].formKeysData.handle_keys!.some(
+                                  (t) => t === key
+                                )}
+                              />
+                            </div>
+                          </div>
+                        }
+                        key={index}
+                        keyValue={key}
+                      >
+                        <div className="file-component-tab-column">
+                          {tabsState[id.current].formKeysData.handle_keys!.some(
+                            (t) => t === key
+                          ) && (
+                            <div className="font-normal text-muted-foreground ">
+                              Source: Component
+                            </div>
+                          )}
+                          <Textarea
+                            className="custom-scroll"
+                            value={
+                              tabsState[id.current].formKeysData.input_keys![
+                                key
+                              ]
+                            }
+                            onChange={(e) => {
+                              //@ts-ignore
+                              setTabsState((old: TabsState) => {
+                                let newTabsState = _.cloneDeep(old);
+                                newTabsState[
+                                  id.current
+                                ].formKeysData.input_keys![key] =
+                                  e.target.value;
+                                return newTabsState;
+                              });
+                            }}
+                            disabled={chatKey === key}
+                            placeholder="Enter text..."
+                          ></Textarea>
+                        </div>
+                      </AccordionComponent>
+                    </div>
+                  ))
+                : null}
+              {tabsState[id.current].formKeysData.memory_keys!.map(
+                (key, index) => (
+                  <div className="file-component-accordion-div" key={index}>
                     <AccordionComponent
                       trigger={
                         <div className="file-component-badge-div">
                           <Badge variant="gray" size="md">
-                            {i}
+                            {key}
                           </Badge>
-
-                          <div
-                            className="-mb-1"
-                            onClick={(event) => {
-                              event.stopPropagation();
-                            }}
-                          >
+                          <div className="-mb-1">
                             <ToggleShadComponent
-                              enabled={chatKey === i}
-                              setEnabled={(value) =>
-                                handleOnCheckedChange(value, i)
-                              }
+                              enabled={chatKey === key}
+                              setEnabled={() => {}}
                               size="small"
-                              disabled={tabsState[
-                                id.current
-                              ].formKeysData.handle_keys.some((t) => t === i)}
+                              disabled={true}
                             />
                           </div>
                         </div>
                       }
-                      key={k}
-                      keyValue={i}
+                      key={index}
+                      keyValue={key}
                     >
                       <div className="file-component-tab-column">
-                        {tabsState[id.current].formKeysData.handle_keys.some(
-                          (t) => t === i
-                        ) && (
-                          <div className="font-normal text-muted-foreground ">
-                            Source: Component
-                          </div>
-                        )}
-                        <Textarea
-                          className="custom-scroll"
-                          value={
-                            tabsState[id.current].formKeysData.input_keys[i]
-                          }
-                          onChange={(e) => {
-                            setTabsState((old) => {
-                              let newTabsState = _.cloneDeep(old);
-                              newTabsState[id.current].formKeysData.input_keys[
-                                i
-                              ] = e.target.value;
-                              return newTabsState;
-                            });
-                          }}
-                          disabled={chatKey === i}
-                          placeholder="Enter text..."
-                        ></Textarea>
+                        <div className="font-normal text-muted-foreground ">
+                          Source: Memory
+                        </div>
                       </div>
                     </AccordionComponent>
                   </div>
                 )
               )}
-              {tabsState[id.current].formKeysData.memory_keys.map((i, k) => (
-                <div className="file-component-accordion-div" key={k}>
-                  <AccordionComponent
-                    trigger={
-                      <div className="file-component-badge-div">
-                        <Badge variant="gray" size="md">
-                          {i}
-                        </Badge>
-                        <div className="-mb-1">
-                          <ToggleShadComponent
-                            enabled={chatKey === i}
-                            setEnabled={() => {}}
-                            size="small"
-                            disabled={true}
-                          />
-                        </div>
-                      </div>
-                    }
-                    key={k}
-                    keyValue={i}
-                  >
-                    <div className="file-component-tab-column">
-                      <div className="font-normal text-muted-foreground ">
-                        Source: Memory
-                      </div>
-                    </div>
-                  </AccordionComponent>
-                </div>
-              ))}
             </div>
             <div className="eraser-column-arrangement">
               <div className="eraser-size">
@@ -529,14 +564,14 @@ export default function FormModal({
                 </div>
                 <div ref={messagesRef} className="chat-message-div">
                   {chatHistory.length > 0 ? (
-                    chatHistory.map((c, i) => (
+                    chatHistory.map((chat, index) => (
                       <ChatMessage
                         lockChat={lockChat}
-                        chat={c}
+                        chat={chat}
                         lastMessage={
-                          chatHistory.length - 1 === i ? true : false
+                          chatHistory.length - 1 === index ? true : false
                         }
-                        key={i}
+                        key={index}
                       />
                     ))
                   ) : (
@@ -573,10 +608,11 @@ export default function FormModal({
                       sendMessage={sendMessage}
                       setChatValue={(value) => {
                         setChatValue(value);
-                        setTabsState((old) => {
+                        //@ts-ignore
+                        setTabsState((old: TabsState) => {
                           let newTabsState = _.cloneDeep(old);
-                          newTabsState[id.current].formKeysData.input_keys[
-                            chatKey
+                          newTabsState[id.current].formKeysData.input_keys![
+                            chatKey!
                           ] = value;
                           return newTabsState;
                         });
diff --git a/src/frontend/src/modals/genericModal/index.tsx b/src/frontend/src/modals/genericModal/index.tsx
index df9d32f6d..baebd67ba 100644
--- a/src/frontend/src/modals/genericModal/index.tsx
+++ b/src/frontend/src/modals/genericModal/index.tsx
@@ -1,4 +1,4 @@
-import { ReactNode, useContext, useEffect, useRef, useState } from "react";
+import { useContext, useEffect, useRef, useState } from "react";
 import SanitizedHTMLWrapper from "../../components/SanitizedHTMLWrapper";
 import ShadTooltip from "../../components/ShadTooltipComponent";
 import IconComponent from "../../components/genericIconComponent";
@@ -15,7 +15,8 @@ import {
 import { TypeModal } from "../../constants/enums";
 import { alertContext } from "../../contexts/alertContext";
 import { postValidatePrompt } from "../../controllers/API";
-import { APIClassType } from "../../types/api";
+import { genericModalPropsType } from "../../types/components";
+import { handleKeyDown } from "../../utils/reactflowUtils";
 import {
   classNames,
   getRandomKeyByssmm,
@@ -33,39 +34,29 @@ export default function GenericModal({
   nodeClass,
   setNodeClass,
   children,
-}: {
-  field_name?: string;
-  setValue: (value: string) => void;
-  value: string;
-  buttonText: string;
-  modalTitle: string;
-  type: number;
-  children: ReactNode;
-  nodeClass?: APIClassType;
-  setNodeClass?: (Class: APIClassType) => void;
-}) {
+}: genericModalPropsType): JSX.Element {
   const [myButtonText] = useState(buttonText);
   const [myModalTitle] = useState(modalTitle);
   const [myModalType] = useState(type);
   const [inputValue, setInputValue] = useState(value);
   const [isEdit, setIsEdit] = useState(true);
-  const [wordsHighlight, setWordsHighlight] = useState([]);
+  const [wordsHighlight, setWordsHighlight] = useState<string[]>([]);
   const { setErrorData, setSuccessData, setNoticeData } =
     useContext(alertContext);
   const ref = useRef();
   const divRef = useRef(null);
   const divRefPrompt = useRef(null);
 
-  function checkVariables(valueToCheck) {
+  function checkVariables(valueToCheck: string): void {
     const regex = /\{([^{}]+)\}/g;
-    const matches = [];
+    const matches: string[] = [];
     let match;
     while ((match = regex.exec(valueToCheck))) {
       matches.push(`{${match[1]}}`);
     }
 
-    let invalid_chars = [];
-    let fixed_variables = [];
+    let invalid_chars: string[] = [];
+    let fixed_variables: string[] = [];
     let input_variables = matches;
     for (let variable of input_variables) {
       let new_var = variable;
@@ -106,7 +97,7 @@ export default function GenericModal({
     .replace(regexHighlight, varHighlightHTML({ name: "$1" }))
     .replace(/\n/g, "<br />");
 
-  const TextAreaContentView = () => {
+  const TextAreaContentView = (): JSX.Element => {
     return (
       <SanitizedHTMLWrapper
         className={getClassByNumberLength()}
@@ -119,7 +110,7 @@ export default function GenericModal({
     );
   };
 
-  function getClassByNumberLength() {
+  function getClassByNumberLength(): string {
     let sumOfCaracteres: number = 0;
     wordsHighlight.forEach((element) => {
       sumOfCaracteres = sumOfCaracteres + element.replace(/[{}]/g, "").length;
@@ -129,22 +120,34 @@ export default function GenericModal({
       : "code-nohighlight";
   }
 
-  function validatePrompt(closeModal: boolean) {
-    postValidatePrompt(field_name, inputValue, nodeClass)
+  function validatePrompt(closeModal: boolean): void {
+    //nodeClass is always null on tweaks
+
+    postValidatePrompt(field_name, inputValue, nodeClass!)
       .then((apiReturn) => {
         if (apiReturn.data) {
+          setValue(inputValue);
+          apiReturn.data.frontend_node["template"]["template"]["value"] =
+            inputValue;
+          setNodeClass!(apiReturn?.data?.frontend_node);
+
           let inputVariables = apiReturn.data.input_variables ?? [];
           if (inputVariables && inputVariables.length === 0) {
             setIsEdit(true);
             setNoticeData({
               title: "Your template does not have any variables.",
             });
+            setModalOpen(false);
           } else {
             setIsEdit(false);
             setSuccessData({
               title: "Prompt is ready",
             });
-            setNodeClass(apiReturn.data?.frontend_node);
+            if (
+              JSON.stringify(apiReturn.data?.frontend_node) !==
+              JSON.stringify({})
+            )
+              setNodeClass!(apiReturn.data?.frontend_node);
             setModalOpen(closeModal);
             setValue(inputValue);
           }
@@ -156,7 +159,6 @@ export default function GenericModal({
         }
       })
       .catch((error) => {
-        console.log(error);
         setIsEdit(true);
         return setErrorData({
           title: "There is something wrong with this prompt, please review it",
@@ -168,7 +170,11 @@ export default function GenericModal({
   const [modalOpen, setModalOpen] = useState(false);
 
   return (
-    <BaseModal open={modalOpen} setOpen={setModalOpen}>
+    <BaseModal
+      onChangeOpenModal={(open) => {}}
+      open={modalOpen}
+      setOpen={setModalOpen}
+    >
       <BaseModal.Trigger>{children}</BaseModal.Trigger>
       <BaseModal.Header
         description={(() => {
@@ -208,23 +214,30 @@ export default function GenericModal({
                   setIsEdit(false);
                 }}
                 autoFocus
-                onChange={(e) => {
-                  setInputValue(e.target.value);
-                  checkVariables(e.target.value);
+                onChange={(event) => {
+                  setInputValue(event.target.value);
+                  checkVariables(event.target.value);
                 }}
                 placeholder="Type message here."
+                onKeyDown={(e) => {
+                  handleKeyDown(e, inputValue, "");
+                }}
               />
             ) : type === TypeModal.PROMPT && !isEdit ? (
               <TextAreaContentView />
             ) : type !== TypeModal.PROMPT ? (
               <Textarea
+                //@ts-ignore
                 ref={ref}
                 className="form-input h-full w-full rounded-lg focus-visible:ring-1"
                 value={inputValue}
-                onChange={(e) => {
-                  setInputValue(e.target.value);
+                onChange={(event) => {
+                  setInputValue(event.target.value);
                 }}
                 placeholder="Type message here."
+                onKeyDown={(e) => {
+                  handleKeyDown(e, value, "");
+                }}
               />
             ) : (
               <></>
@@ -288,9 +301,7 @@ export default function GenericModal({
                     setModalOpen(false);
                     break;
                   case TypeModal.PROMPT:
-                    !inputValue || inputValue === ""
-                      ? setModalOpen(false)
-                      : validatePrompt(false);
+                    validatePrompt(false);
                     break;
 
                   default:
diff --git a/src/frontend/src/modals/importModal/buttonBox/index.tsx b/src/frontend/src/modals/importModal/buttonBox/index.tsx
index 68759c8be..131dcec31 100644
--- a/src/frontend/src/modals/importModal/buttonBox/index.tsx
+++ b/src/frontend/src/modals/importModal/buttonBox/index.tsx
@@ -1,4 +1,4 @@
-import { ReactNode } from "react";
+import { buttonBoxPropsType } from "../../../types/components";
 import { classNames } from "../../../utils/utils";
 
 export default function ButtonBox({
@@ -10,16 +10,7 @@ export default function ButtonBox({
   textColor,
   deactivate,
   size,
-}: {
-  onClick: () => void;
-  title: string;
-  description: string;
-  icon: ReactNode;
-  bgColor: string;
-  textColor: string;
-  deactivate?: boolean;
-  size: "small" | "medium" | "big";
-}) {
+}: buttonBoxPropsType): JSX.Element {
   let bigCircle: string;
   let smallCircle: string;
   let titleFontSize: string;
diff --git a/src/frontend/src/modals/importModal/index.tsx b/src/frontend/src/modals/importModal/index.tsx
index f7d798239..6557783c4 100644
--- a/src/frontend/src/modals/importModal/index.tsx
+++ b/src/frontend/src/modals/importModal/index.tsx
@@ -23,7 +23,7 @@ import { FlowType } from "../../types/flow";
 import { classNames } from "../../utils/utils";
 import ButtonBox from "./buttonBox";
 
-export default function ImportModal() {
+export default function ImportModal(): JSX.Element {
   const [open, setOpen] = useState(true);
   const { setErrorData } = useContext(alertContext);
   const ref = useRef();
@@ -32,7 +32,7 @@ export default function ImportModal() {
   const [examples, setExamples] = useState<FlowType[]>([]);
   const { uploadFlow, addFlow } = useContext(TabsContext);
 
-  function handleExamples() {
+  function handleExamples(): void {
     setLoadingExamples(true);
     getExamples()
       .then((result) => {
diff --git a/src/frontend/src/pages/AdminPage/LoginPage/index.tsx b/src/frontend/src/pages/AdminPage/LoginPage/index.tsx
new file mode 100644
index 000000000..e0ceaad49
--- /dev/null
+++ b/src/frontend/src/pages/AdminPage/LoginPage/index.tsx
@@ -0,0 +1,94 @@
+import { useContext, useState } from "react";
+import { useNavigate } from "react-router-dom";
+import { Button } from "../../../components/ui/button";
+import { Input } from "../../../components/ui/input";
+import { CONTROL_LOGIN_STATE } from "../../../constants/constants";
+import { alertContext } from "../../../contexts/alertContext";
+import { AuthContext } from "../../../contexts/authContext";
+import { getLoggedUser, onLogin } from "../../../controllers/API";
+import { LoginType } from "../../../types/api";
+import {
+  inputHandlerEventType,
+  loginInputStateType,
+} from "../../../types/components";
+
+export default function LoginAdminPage() {
+  const navigate = useNavigate();
+
+  const [inputState, setInputState] =
+    useState<loginInputStateType>(CONTROL_LOGIN_STATE);
+  const { login, getAuthentication, setUserData } = useContext(AuthContext);
+
+  const { password, username } = inputState;
+  const { setErrorData } = useContext(alertContext);
+
+  function handleInput({
+    target: { name, value },
+  }: inputHandlerEventType): void {
+    setInputState((prev) => ({ ...prev, [name]: value }));
+  }
+
+  function signIn() {
+    const user: LoginType = {
+      username: username,
+      password: password,
+    };
+    onLogin(user)
+      .then((user) => {
+        login(user.access_token, user.refresh_token);
+        getUser();
+        navigate("/admin/");
+      })
+      .catch((error) => {
+        setErrorData({
+          title: "Error signing in",
+          list: [error["response"]["data"]["detail"]],
+        });
+      });
+  }
+
+  function getUser() {
+    if (getAuthentication()) {
+      setTimeout(() => {
+        getLoggedUser()
+          .then((user) => {
+            setUserData(user);
+          })
+          .catch((error) => {});
+      }, 1000);
+    }
+  }
+
+  return (
+    <div className="flex h-full w-full flex-col items-center justify-center bg-muted">
+      <div className="flex w-72 flex-col items-center justify-center gap-2">
+        <span className="mb-4 text-5xl">⛓️</span>
+        <span className="mb-6 text-2xl font-semibold text-primary">Admin</span>
+        <Input
+          onChange={({ target: { value } }) => {
+            handleInput({ target: { name: "username", value } });
+          }}
+          className="bg-background"
+          placeholder="Username"
+        />
+        <Input
+          type="password"
+          onChange={({ target: { value } }) => {
+            handleInput({ target: { name: "password", value } });
+          }}
+          className="bg-background"
+          placeholder="Password"
+        />
+        <Button
+          onClick={() => {
+            signIn();
+          }}
+          variant="default"
+          className="w-full"
+        >
+          Login
+        </Button>
+      </div>
+    </div>
+  );
+}
diff --git a/src/frontend/src/pages/AdminPage/index.tsx b/src/frontend/src/pages/AdminPage/index.tsx
new file mode 100644
index 000000000..24baefb5b
--- /dev/null
+++ b/src/frontend/src/pages/AdminPage/index.tsx
@@ -0,0 +1,445 @@
+import { cloneDeep } from "lodash";
+import { useContext, useEffect, useRef, useState } from "react";
+import PaginatorComponent from "../../components/PaginatorComponent";
+import ShadTooltip from "../../components/ShadTooltipComponent";
+import IconComponent from "../../components/genericIconComponent";
+import Header from "../../components/headerComponent";
+import LoadingComponent from "../../components/loadingComponent";
+import { Button } from "../../components/ui/button";
+import { Checkbox } from "../../components/ui/checkbox";
+import { Input } from "../../components/ui/input";
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from "../../components/ui/table";
+import {
+  ADMIN_HEADER_DESCRIPTION,
+  ADMIN_HEADER_TITLE,
+} from "../../constants/constants";
+import { alertContext } from "../../contexts/alertContext";
+import { AuthContext } from "../../contexts/authContext";
+import { TabsContext } from "../../contexts/tabsContext";
+import {
+  addUser,
+  deleteUser,
+  getUsersPage,
+  updateUser,
+} from "../../controllers/API";
+import ConfirmationModal from "../../modals/ConfirmationModal";
+import UserManagementModal from "../../modals/UserManagementModal";
+import { Users } from "../../types/api";
+import { UserInputType } from "../../types/components";
+
+export default function AdminPage() {
+  const [inputValue, setInputValue] = useState("");
+
+  const [size, setPageSize] = useState(10);
+  const [index, setPageIndex] = useState(1);
+  const [loadingUsers, setLoadingUsers] = useState(true);
+  const { setErrorData, setSuccessData } = useContext(alertContext);
+  const { userData } = useContext(AuthContext);
+  const [totalRowsCount, setTotalRowsCount] = useState(0);
+
+  const { setTabId } = useContext(TabsContext);
+
+  // set null id
+  useEffect(() => {
+    setTabId("");
+  }, []);
+
+  const userList = useRef([]);
+
+  useEffect(() => {
+    setTimeout(() => {
+      getUsers();
+    }, 500);
+  }, []);
+
+  const [filterUserList, setFilterUserList] = useState(userList.current);
+
+  function getUsers() {
+    setLoadingUsers(true);
+    getUsersPage(index, size)
+      .then((users) => {
+        setTotalRowsCount(users["total_count"]);
+        userList.current = users["users"];
+        setFilterUserList(users["users"]);
+        setLoadingUsers(false);
+      })
+      .catch((error) => {
+        setLoadingUsers(false);
+      });
+  }
+
+  function handleChangePagination(pageIndex: number, pageSize: number) {
+    setLoadingUsers(true);
+    setPageSize(pageSize);
+    setPageIndex(pageIndex);
+    getUsersPage(pageSize * (pageIndex - 1), pageSize)
+      .then((users) => {
+        setTotalRowsCount(users["total_count"]);
+        userList.current = users["users"];
+        setFilterUserList(users["users"]);
+        setLoadingUsers(false);
+      })
+      .catch((error) => {
+        setLoadingUsers(false);
+      });
+  }
+
+  function resetFilter() {
+    setPageIndex(1);
+    setPageSize(10);
+    getUsers();
+  }
+
+  function handleFilterUsers(input: string) {
+    setInputValue(input);
+
+    if (input === "") {
+      setFilterUserList(userList.current);
+    } else {
+      const filteredList = userList.current.filter((user: Users) =>
+        user.username.toLowerCase().includes(input.toLowerCase())
+      );
+      setFilterUserList(filteredList);
+    }
+  }
+
+  function handleDeleteUser(user) {
+    deleteUser(user.id)
+      .then((res) => {
+        resetFilter();
+        setSuccessData({
+          title: "Success! User deleted!",
+        });
+      })
+      .catch((error) => {
+        setErrorData({
+          title: "Error on delete user",
+          list: [error["response"]["data"]["detail"]],
+        });
+      });
+  }
+
+  function handleEditUser(userId, user) {
+    updateUser(userId, user)
+      .then((res) => {
+        resetFilter();
+        setSuccessData({
+          title: "Success! User edited!",
+        });
+      })
+      .catch((error) => {
+        setErrorData({
+          title: "Error on edit user",
+          list: [error["response"]["data"]["detail"]],
+        });
+      });
+  }
+
+  function handleDisableUser(check, userId, user) {
+    const userEdit = cloneDeep(user);
+    userEdit.is_active = !check;
+
+    updateUser(userId, userEdit)
+      .then((res) => {
+        resetFilter();
+        setSuccessData({
+          title: "Success! User edited!",
+        });
+      })
+      .catch((error) => {
+        setErrorData({
+          title: "Error on edit user",
+          list: [error["response"]["data"]["detail"]],
+        });
+      });
+  }
+
+  function handleSuperUserEdit(check, userId, user) {
+    const userEdit = cloneDeep(user);
+    userEdit.is_superuser = !check;
+    updateUser(userId, userEdit)
+      .then((res) => {
+        resetFilter();
+        setSuccessData({
+          title: "Success! User edited!",
+        });
+      })
+      .catch((error) => {
+        setErrorData({
+          title: "Error on edit user",
+          list: [error["response"]["data"]["detail"]],
+        });
+      });
+  }
+
+  function handleNewUser(user: UserInputType) {
+    addUser(user)
+      .then((res) => {
+        updateUser(res["id"], {
+          is_active: user.is_active,
+          is_superuser: user.is_superuser,
+        }).then((res) => {
+          resetFilter();
+          setSuccessData({
+            title: "Success! New user added!",
+          });
+        });
+      })
+      .catch((error) => {
+        setErrorData({
+          title: "Error when adding new user",
+          list: [error.response.data.detail],
+        });
+      });
+  }
+
+  return (
+    <>
+      <Header />
+      {userData && (
+        <div className="admin-page-panel flex h-full flex-col pb-8">
+          <div className="main-page-nav-arrangement">
+            <span className="main-page-nav-title">
+              <IconComponent name="Shield" className="w-6" />
+              {ADMIN_HEADER_TITLE}
+            </span>
+          </div>
+          <span className="admin-page-description-text">
+            {ADMIN_HEADER_DESCRIPTION}
+          </span>
+          <div className="flex w-full justify-between px-4">
+            <div className="flex w-96 items-center gap-4">
+              <Input
+                placeholder="Search Username"
+                value={inputValue}
+                onChange={(e) => handleFilterUsers(e.target.value)}
+              />
+              {inputValue.length > 0 ? (
+                <div
+                  className="cursor-pointer"
+                  onClick={() => {
+                    setInputValue("");
+                    setFilterUserList(userList.current);
+                  }}
+                >
+                  <IconComponent name="X" className="w-6 text-foreground" />
+                </div>
+              ) : (
+                <div>
+                  <IconComponent
+                    name="Search"
+                    className="w-6 text-foreground"
+                  />
+                </div>
+              )}
+            </div>
+            <div>
+              <UserManagementModal
+                title="New User"
+                titleHeader={"Add a new user"}
+                cancelText="Cancel"
+                confirmationText="Save"
+                icon={"UserPlus2"}
+                onConfirm={(index, user) => {
+                  handleNewUser(user);
+                }}
+                asChild
+              >
+                <Button variant="primary">New User</Button>
+              </UserManagementModal>
+            </div>
+          </div>
+          {loadingUsers ? (
+            <div className="flex h-full w-full items-center justify-center">
+              <LoadingComponent remSize={12} />
+            </div>
+          ) : userList.current.length === 0 ? (
+            <>
+              <div className="m-4 flex items-center justify-between text-sm">
+                No users registered.
+              </div>
+            </>
+          ) : (
+            <>
+              <div
+                className={
+                  "m-4 h-full overflow-x-hidden overflow-y-scroll rounded-md border-2 bg-background custom-scroll" +
+                  (loadingUsers ? " border-0" : "")
+                }
+              >
+                <Table className={"table-fixed outline-1 "}>
+                  <TableHeader
+                    className={
+                      loadingUsers ? "hidden" : "table-fixed bg-muted outline-1"
+                    }
+                  >
+                    <TableRow>
+                      <TableHead className="h-10">Id</TableHead>
+                      <TableHead className="h-10">Username</TableHead>
+                      <TableHead className="h-10">Active</TableHead>
+                      <TableHead className="h-10">Superuser</TableHead>
+                      <TableHead className="h-10">Created At</TableHead>
+                      <TableHead className="h-10">Updated At</TableHead>
+                      <TableHead className="h-10 w-[100px]  text-right"></TableHead>
+                    </TableRow>
+                  </TableHeader>
+                  {!loadingUsers && (
+                    <TableBody>
+                      {filterUserList.map((user: UserInputType, index) => (
+                        <TableRow key={index}>
+                          <TableCell className="truncate py-2 font-medium">
+                            <ShadTooltip content={user.id}>
+                              <span className="cursor-default">{user.id}</span>
+                            </ShadTooltip>
+                          </TableCell>
+                          <TableCell className="truncate py-2">
+                            <ShadTooltip content={user.username}>
+                              <span className="cursor-default">
+                                {user.username}
+                              </span>
+                            </ShadTooltip>
+                          </TableCell>
+                          <TableCell className="relative left-1 truncate py-2 text-align-last-left">
+                            <ConfirmationModal
+                              asChild
+                              title="Edit"
+                              titleHeader={`${user.username}`}
+                              modalContentTitle="Attention!"
+                              modalContent="Are you completely confident about the changes you are making to this user?"
+                              cancelText="Cancel"
+                              confirmationText="Confirm"
+                              icon={"UserCog2"}
+                              data={user}
+                              index={index}
+                              onConfirm={(index, user) => {
+                                handleDisableUser(
+                                  user.is_active,
+                                  user.id,
+                                  user
+                                );
+                              }}
+                            >
+                              <div className="flex w-fit">
+                                <Checkbox
+                                  id="is_active"
+                                  checked={user.is_active}
+                                />
+                              </div>
+                            </ConfirmationModal>
+                          </TableCell>
+                          <TableCell className="relative left-1 truncate py-2 text-align-last-left">
+                            <ConfirmationModal
+                              asChild
+                              title="Edit"
+                              titleHeader={`${user.username}`}
+                              modalContentTitle="Attention!"
+                              modalContent="Are you completely confident about the changes you are making to this user?"
+                              cancelText="Cancel"
+                              confirmationText="Confirm"
+                              icon={"UserCog2"}
+                              data={user}
+                              index={index}
+                              onConfirm={(index, user) => {
+                                handleSuperUserEdit(
+                                  user.is_superuser,
+                                  user.id,
+                                  user
+                                );
+                              }}
+                            >
+                              <div className="flex w-fit">
+                                <Checkbox
+                                  id="is_superuser"
+                                  checked={user.is_superuser}
+                                />
+                              </div>
+                            </ConfirmationModal>
+                          </TableCell>
+                          <TableCell className="truncate py-2 ">
+                            {
+                              new Date(user.create_at!)
+                                .toISOString()
+                                .split("T")[0]
+                            }
+                          </TableCell>
+                          <TableCell className="truncate py-2">
+                            {
+                              new Date(user.updated_at!)
+                                .toISOString()
+                                .split("T")[0]
+                            }
+                          </TableCell>
+                          <TableCell className="flex w-[100px] py-2 text-right">
+                            <div className="flex">
+                              <UserManagementModal
+                                title="Edit"
+                                titleHeader={`${user.id}`}
+                                cancelText="Cancel"
+                                confirmationText="Save"
+                                icon={"UserPlus2"}
+                                data={user}
+                                index={index}
+                                onConfirm={(index, editUser) => {
+                                  handleEditUser(user.id, editUser);
+                                }}
+                              >
+                                <ShadTooltip content="Edit" side="top">
+                                  <IconComponent
+                                    name="Pencil"
+                                    className="h-4 w-4 cursor-pointer"
+                                  />
+                                </ShadTooltip>
+                              </UserManagementModal>
+
+                              <ConfirmationModal
+                                title="Delete"
+                                titleHeader="Delete User"
+                                modalContentTitle="Attention!"
+                                modalContent="Are you sure you want to delete this user? This action cannot be undone."
+                                cancelText="Cancel"
+                                confirmationText="Delete"
+                                icon={"UserMinus2"}
+                                data={user}
+                                index={index}
+                                onConfirm={(index, user) => {
+                                  handleDeleteUser(user);
+                                }}
+                              >
+                                <ShadTooltip content="Delete" side="top">
+                                  <IconComponent
+                                    name="Trash2"
+                                    className="ml-2 h-4 w-4 cursor-pointer"
+                                  />
+                                </ShadTooltip>
+                              </ConfirmationModal>
+                            </div>
+                          </TableCell>
+                        </TableRow>
+                      ))}
+                    </TableBody>
+                  )}
+                </Table>
+              </div>
+
+              <PaginatorComponent
+                pageIndex={index}
+                pageSize={size}
+                totalRowsCount={totalRowsCount}
+                paginate={(pageSize, pageIndex) => {
+                  handleChangePagination(pageIndex, pageSize);
+                }}
+              ></PaginatorComponent>
+            </>
+          )}
+        </div>
+      )}
+    </>
+  );
+}
diff --git a/src/frontend/src/pages/ApiKeysPage/index.tsx b/src/frontend/src/pages/ApiKeysPage/index.tsx
new file mode 100644
index 000000000..d1c91593a
--- /dev/null
+++ b/src/frontend/src/pages/ApiKeysPage/index.tsx
@@ -0,0 +1,283 @@
+import { useContext, useEffect, useRef, useState } from "react";
+import ShadTooltip from "../../components/ShadTooltipComponent";
+import IconComponent from "../../components/genericIconComponent";
+import { Button } from "../../components/ui/button";
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from "../../components/ui/table";
+import { alertContext } from "../../contexts/alertContext";
+import { AuthContext } from "../../contexts/authContext";
+import { deleteApiKey, getApiKey } from "../../controllers/API";
+import ConfirmationModal from "../../modals/ConfirmationModal";
+import SecretKeyModal from "../../modals/SecretKeyModal";
+
+import moment from "moment";
+import Header from "../../components/headerComponent";
+import {
+  API_PAGE_PARAGRAPH_1,
+  API_PAGE_PARAGRAPH_2,
+  API_PAGE_USER_KEYS,
+  LAST_USED_SPAN_1,
+  LAST_USED_SPAN_2,
+} from "../../constants/constants";
+import { ApiKey } from "../../types/components";
+
+export default function ApiKeysPage() {
+  const [loadingKeys, setLoadingKeys] = useState(true);
+  const { setErrorData, setSuccessData } = useContext(alertContext);
+  const { userData } = useContext(AuthContext);
+  const [userId, setUserId] = useState("");
+  const keysList = useRef([]);
+
+  useEffect(() => {
+    getKeys();
+  }, [userData]);
+
+  function getKeys() {
+    setLoadingKeys(true);
+    if (userData) {
+      getApiKey()
+        .then((keys: [ApiKey]) => {
+          keysList.current = keys["api_keys"];
+          setUserId(keys["user_id"]);
+          setLoadingKeys(false);
+        })
+        .catch((error) => {
+          setLoadingKeys(false);
+        });
+    }
+  }
+
+  function resetFilter() {
+    getKeys();
+  }
+
+  function handleDeleteKey(keys) {
+    deleteApiKey(keys)
+      .then((res) => {
+        resetFilter();
+        setSuccessData({
+          title: "Success! Key deleted!",
+        });
+      })
+      .catch((error) => {
+        setErrorData({
+          title: "Error on delete key",
+          list: [error["response"]["data"]["detail"]],
+        });
+      });
+  }
+
+  function lastUsedMessage() {
+    return (
+      <div className="text-xs">
+        <span>
+          {LAST_USED_SPAN_1}
+          <br></br> {LAST_USED_SPAN_2}
+        </span>
+      </div>
+    );
+  }
+
+  return (
+    <>
+      <Header></Header>
+      {userData && (
+        <div className="main-page-panel">
+          <div className="m-auto flex h-full flex-row justify-center">
+            <div className="basis-5/6">
+              <div className="m-auto flex h-full flex-col space-y-8 p-8 ">
+                <div className="flex items-center justify-between space-y-2">
+                  <div>
+                    <h2 className="text-2xl font-bold tracking-tight">
+                      API keys
+                    </h2>
+                    <p className="text-muted-foreground">
+                      {API_PAGE_PARAGRAPH_1}
+                      <br />
+                      {API_PAGE_PARAGRAPH_2}
+                    </p>
+                  </div>
+                  <div className="flex items-center space-x-2"></div>
+                </div>
+
+                {keysList.current &&
+                  keysList.current.length === 0 &&
+                  !loadingKeys && (
+                    <>
+                      <div className="flex items-center justify-between">
+                        <h2>{API_PAGE_USER_KEYS}</h2>
+                      </div>
+                    </>
+                  )}
+                <>
+                  {loadingKeys && (
+                    <div>
+                      <strong>Loading...</strong>
+                    </div>
+                  )}
+                  <div
+                    className={
+                      "max-h-[15rem] overflow-scroll overflow-x-hidden rounded-md border-2 bg-muted custom-scroll" +
+                      (loadingKeys ? " border-0" : "")
+                    }
+                  >
+                    {keysList.current &&
+                      keysList.current.length > 0 &&
+                      !loadingKeys && (
+                        <Table className={"table-fixed bg-muted outline-1"}>
+                          <TableHeader
+                            className={
+                              loadingKeys
+                                ? "hidden"
+                                : "table-fixed bg-muted outline-1"
+                            }
+                          >
+                            <TableRow>
+                              <TableHead className="h-10">Name</TableHead>
+                              <TableHead className="h-10">Key</TableHead>
+                              <TableHead className="h-10">Created</TableHead>
+                              <TableHead className="flex h-10 items-center">
+                                Last Used
+                                <ShadTooltip
+                                  side="top"
+                                  content={lastUsedMessage()}
+                                >
+                                  <div>
+                                    <IconComponent
+                                      name="Info"
+                                      className="ml-1 h-3 w-3"
+                                    />
+                                  </div>
+                                </ShadTooltip>
+                              </TableHead>
+                              <TableHead className="h-10">Total Uses</TableHead>
+                              <TableHead className="h-10 w-[100px]  text-right"></TableHead>
+                            </TableRow>
+                          </TableHeader>
+                          {!loadingKeys && (
+                            <TableBody>
+                              {keysList.current.map(
+                                (api_keys: ApiKey, index: number) => (
+                                  <TableRow key={index}>
+                                    <TableCell className="truncate py-2">
+                                      <ShadTooltip content={api_keys.name}>
+                                        <span className="cursor-default">
+                                          {api_keys.name ? api_keys.name : "-"}
+                                        </span>
+                                      </ShadTooltip>
+                                    </TableCell>
+                                    <TableCell className="truncate py-2">
+                                      <span className="cursor-default">
+                                        {api_keys.api_key}
+                                      </span>
+                                    </TableCell>
+                                    <TableCell className="truncate py-2 ">
+                                      <ShadTooltip
+                                        side="top"
+                                        content={moment(
+                                          api_keys.created_at
+                                        ).format("YYYY-MM-DD HH:mm")}
+                                      >
+                                        <div>
+                                          {moment(api_keys.created_at).format(
+                                            "YYYY-MM-DD HH:mm"
+                                          )}
+                                        </div>
+                                      </ShadTooltip>
+                                    </TableCell>
+                                    <TableCell className="truncate py-2">
+                                      <ShadTooltip
+                                        side="top"
+                                        content={
+                                          moment(api_keys.last_used_at).format(
+                                            "YYYY-MM-DD HH:mm"
+                                          ) === "Invalid date"
+                                            ? "Never"
+                                            : moment(
+                                                api_keys.last_used_at
+                                              ).format("YYYY-MM-DD HH:mm")
+                                        }
+                                      >
+                                        <div>
+                                          {moment(api_keys.last_used_at).format(
+                                            "YYYY-MM-DD HH:mm"
+                                          ) === "Invalid date"
+                                            ? "Never"
+                                            : moment(
+                                                api_keys.last_used_at
+                                              ).format("YYYY-MM-DD HH:mm")}
+                                        </div>
+                                      </ShadTooltip>
+                                    </TableCell>
+                                    <TableCell className="truncate py-2">
+                                      {api_keys.total_uses}
+                                    </TableCell>
+                                    <TableCell className="flex w-[100px] py-2 text-right">
+                                      <div className="flex">
+                                        <ConfirmationModal
+                                          title="Delete"
+                                          titleHeader="Delete User"
+                                          modalContentTitle="Attention!"
+                                          modalContent="Are you sure you want to delete this key? This action cannot be undone."
+                                          cancelText="Cancel"
+                                          confirmationText="Delete"
+                                          icon={"UserMinus2"}
+                                          data={api_keys.id}
+                                          index={index}
+                                          onConfirm={(index, keys) => {
+                                            handleDeleteKey(keys);
+                                          }}
+                                        >
+                                          <ShadTooltip
+                                            content="Delete"
+                                            side="top"
+                                          >
+                                            <IconComponent
+                                              name="Trash2"
+                                              className="ml-2 h-4 w-4 cursor-pointer"
+                                            />
+                                          </ShadTooltip>
+                                        </ConfirmationModal>
+                                      </div>
+                                    </TableCell>
+                                  </TableRow>
+                                )
+                              )}
+                            </TableBody>
+                          )}
+                        </Table>
+                      )}
+                  </div>
+
+                  <div className="flex items-center justify-between">
+                    <div>
+                      <SecretKeyModal
+                        title="Create new secret key"
+                        cancelText="Cancel"
+                        confirmationText="Create secret key"
+                        icon={"Key"}
+                        data={userId}
+                        onCloseModal={getKeys}
+                      >
+                        <Button>
+                          <IconComponent name="Plus" className="mr-1 h-5 w-5" />
+                          Create new secret key
+                        </Button>
+                      </SecretKeyModal>
+                    </div>
+                  </div>
+                </>
+              </div>
+            </div>
+          </div>
+        </div>
+      )}
+    </>
+  );
+}
diff --git a/src/frontend/src/pages/CommunityPage/index.tsx b/src/frontend/src/pages/CommunityPage/index.tsx
index c3d028314..7f808f035 100644
--- a/src/frontend/src/pages/CommunityPage/index.tsx
+++ b/src/frontend/src/pages/CommunityPage/index.tsx
@@ -6,9 +6,11 @@ import { TabsContext } from "../../contexts/tabsContext";
 import { useNavigate } from "react-router-dom";
 import { CardComponent } from "../../components/cardComponent";
 import IconComponent from "../../components/genericIconComponent";
+import Header from "../../components/headerComponent";
+import { SkeletonCardComponent } from "../../components/skeletonCardComponent";
 import { getExamples } from "../../controllers/API";
 import { FlowType } from "../../types/flow";
-export default function CommunityPage() {
+export default function CommunityPage(): JSX.Element {
   const { flows, setTabId, downloadFlows, uploadFlows, addFlow } =
     useContext(TabsContext);
 
@@ -21,7 +23,7 @@ export default function CommunityPage() {
   const [examples, setExamples] = useState<FlowType[]>([]);
 
   // Show community examples on screen
-  function handleExamples() {
+  function handleExamples(): void {
     setLoadingExamples(true);
     getExamples()
       .then((result) => {
@@ -42,61 +44,73 @@ export default function CommunityPage() {
     handleExamples();
   }, []);
   return (
-    <div className="community-page-arrangement">
-      <div className="community-page-nav-arrangement">
-        <span className="community-page-nav-title">
-          <IconComponent name="Users2" className="w-6" />
-          Community Examples
+    <>
+      <Header />
+
+      <div className="community-page-arrangement">
+        <div className="community-page-nav-arrangement">
+          <span className="community-page-nav-title">
+            <IconComponent name="Users2" className="w-6" />
+            Community Examples
+          </span>
+          <div className="community-page-nav-button">
+            <a
+              href="https://github.com/logspace-ai/langflow_examples"
+              target="_blank"
+              rel="noreferrer"
+            >
+              <Button variant="primary">
+                <IconComponent
+                  name="GithubIcon"
+                  className="main-page-nav-button"
+                />
+                Add Your Example
+              </Button>
+            </a>
+          </div>
+        </div>
+        <span className="community-page-description-text">
+          Discover and learn from shared examples by the Langflow community. We
+          welcome new example contributions that can help our community explore
+          new and powerful features.
         </span>
-        <div className="community-page-nav-button">
-          <a
-            href="https://github.com/logspace-ai/langflow_examples"
-            target="_blank"
-            rel="noreferrer"
-          >
-            <Button variant="primary">
-              <IconComponent
-                name="GithubIcon"
-                className="main-page-nav-button"
+        <div className="community-pages-flows-panel">
+          {loadingExamples ? (
+            <>
+              <SkeletonCardComponent />
+              <SkeletonCardComponent />
+              <SkeletonCardComponent />
+              <SkeletonCardComponent />
+            </>
+          ) : (
+            examples.map((flow, idx) => (
+              <CardComponent
+                key={idx}
+                flow={flow}
+                id={flow.id}
+                button={
+                  <Button
+                    variant="outline"
+                    size="sm"
+                    className="whitespace-nowrap "
+                    onClick={() => {
+                      addFlow(flow, true).then((id) => {
+                        navigate("/flow/" + id);
+                      });
+                    }}
+                  >
+                    <IconComponent
+                      name="GitFork"
+                      className="main-page-nav-button"
+                    />
+                    Fork Example
+                  </Button>
+                }
               />
-              Add Your Example
-            </Button>
-          </a>
+            ))
+          )}
         </div>
       </div>
-      <span className="community-page-description-text">
-        Discover and learn from shared examples by the Langflow community. We
-        welcome new example contributions that can help our community explore
-        new and powerful features.
-      </span>
-      <div className="community-pages-flows-panel">
-        {!loadingExamples &&
-          examples.map((flow, idx) => (
-            <CardComponent
-              key={idx}
-              flow={flow}
-              id={flow.id}
-              button={
-                <Button
-                  variant="outline"
-                  size="sm"
-                  className="whitespace-nowrap "
-                  onClick={() => {
-                    addFlow(flow, true).then((id) => {
-                      navigate("/flow/" + id);
-                    });
-                  }}
-                >
-                  <IconComponent
-                    name="GitFork"
-                    className="main-page-nav-button"
-                  />
-                  Fork Example
-                </Button>
-              }
-            />
-          ))}
-      </div>
-    </div>
+    </>
   );
 }
diff --git a/src/frontend/src/pages/FlowPage/components/ConnectionLineComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/ConnectionLineComponent/index.tsx
index 61a493613..0c535e4f8 100644
--- a/src/frontend/src/pages/FlowPage/components/ConnectionLineComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/ConnectionLineComponent/index.tsx
@@ -6,7 +6,7 @@ const ConnectionLineComponent = ({
   toX,
   toY,
   connectionLineStyle = {}, // provide a default value for connectionLineStyle
-}: ConnectionLineComponentProps) => {
+}: ConnectionLineComponentProps): JSX.Element => {
   return (
     <g>
       <path
diff --git a/src/frontend/src/pages/FlowPage/components/DisclosureComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/DisclosureComponent/index.tsx
index d48f0d812..7766a4d41 100644
--- a/src/frontend/src/pages/FlowPage/components/DisclosureComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/DisclosureComponent/index.tsx
@@ -6,7 +6,7 @@ export default function DisclosureComponent({
   button: { title, Icon, buttons = [] },
   children,
   openDisc,
-}: DisclosureComponentType) {
+}: DisclosureComponentType): JSX.Element {
   return (
     <Disclosure as="div" key={title}>
       {({ open }) => (
@@ -18,9 +18,9 @@ export default function DisclosureComponent({
                 <span className="components-disclosure-title">{title}</span>
               </div>
               <div className="components-disclosure-div">
-                {buttons.map((x, index) => (
-                  <button key={index} onClick={x.onClick}>
-                    {x.Icon}
+                {buttons.map((btn, index) => (
+                  <button key={index} onClick={btn.onClick}>
+                    {btn.Icon}
                   </button>
                 ))}
                 <div>
diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index ac9aa1d01..4d8a4b3f4 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -1,11 +1,19 @@
 import _ from "lodash";
-import { useCallback, useContext, useEffect, useRef, useState } from "react";
+import {
+  MouseEvent,
+  useCallback,
+  useContext,
+  useEffect,
+  useRef,
+  useState,
+} from "react";
 import ReactFlow, {
   Background,
   Connection,
   Controls,
   Edge,
   EdgeChange,
+  Node,
   NodeChange,
   NodeDragHandler,
   OnEdgesDelete,
@@ -26,6 +34,7 @@ import { typesContext } from "../../../../contexts/typesContext";
 import { undoRedoContext } from "../../../../contexts/undoRedoContext";
 import { APIClassType } from "../../../../types/api";
 import { FlowType, NodeType } from "../../../../types/flow";
+import { TabsState } from "../../../../types/tabs";
 import { isValidConnection } from "../../../../utils/reactflowUtils";
 import { isWrappedWithClass } from "../../../../utils/utils";
 import ConnectionLineComponent from "../ConnectionLineComponent";
@@ -35,7 +44,13 @@ const nodeTypes = {
   genericNode: GenericNode,
 };
 
-export default function Page({ flow }: { flow: FlowType }) {
+export default function Page({
+  flow,
+  view,
+}: {
+  flow: FlowType;
+  view?: boolean;
+}): JSX.Element {
   let {
     updateFlow,
     uploadFlow,
@@ -51,13 +66,13 @@ export default function Page({ flow }: { flow: FlowType }) {
   } = useContext(TabsContext);
   const { types, reactFlowInstance, setReactFlowInstance, templates } =
     useContext(typesContext);
-  const reactFlowWrapper = useRef(null);
+  const reactFlowWrapper = useRef<HTMLDivElement>(null);
 
   const { takeSnapshot } = useContext(undoRedoContext);
 
   const [position, setPosition] = useState({ x: 0, y: 0 });
   const [lastSelection, setLastSelection] =
-    useState<OnSelectionChangeParams>(null);
+    useState<OnSelectionChangeParams | null>(null);
 
   useEffect(() => {
     // this effect is used to attach the global event handlers
@@ -78,10 +93,10 @@ export default function Page({ flow }: { flow: FlowType }) {
           lastCopiedSelection
         ) {
           event.preventDefault();
-          let bounds = reactFlowWrapper.current.getBoundingClientRect();
+          let bounds = reactFlowWrapper.current?.getBoundingClientRect();
           paste(lastCopiedSelection, {
-            x: position.x - bounds.left,
-            y: position.y - bounds.top,
+            x: position.x - bounds!.left,
+            y: position.y - bounds!.top,
           });
         }
         if (
@@ -141,13 +156,14 @@ export default function Page({ flow }: { flow: FlowType }) {
   }, [setExtraComponent, setExtraNavigation]);
 
   const onEdgesChangeMod = useCallback(
-    (s: EdgeChange[]) => {
-      onEdgesChange(s);
-      setNodes((x) => {
-        let newX = _.cloneDeep(x);
+    (change: EdgeChange[]) => {
+      onEdgesChange(change);
+      setNodes((node) => {
+        let newX = _.cloneDeep(node);
         return newX;
       });
-      setTabsState((prev) => {
+      //@ts-ignore
+      setTabsState((prev: TabsState) => {
         return {
           ...prev,
           [tabId]: {
@@ -161,9 +177,10 @@ export default function Page({ flow }: { flow: FlowType }) {
   );
 
   const onNodesChangeMod = useCallback(
-    (s: NodeChange[]) => {
-      onNodesChange(s);
-      setTabsState((prev) => {
+    (change: NodeChange[]) => {
+      onNodesChange(change);
+      //@ts-ignore
+      setTabsState((prev: TabsState) => {
         return {
           ...prev,
           [tabId]: {
@@ -185,16 +202,16 @@ export default function Page({ flow }: { flow: FlowType }) {
             ...params,
             style: { stroke: "#555" },
             className:
-              (params.targetHandle.split("|")[0] === "Text"
+              (params.targetHandle?.split("|")[0] === "Text"
                 ? "stroke-foreground "
                 : "stroke-foreground ") + " stroke-connection",
-            animated: params.targetHandle.split("|")[0] === "Text",
+            animated: params.targetHandle?.split("|")[0] === "Text",
           },
           eds
         )
       );
-      setNodes((x) => {
-        let newX = _.cloneDeep(x);
+      setNodes((node) => {
+        let newX = _.cloneDeep(node);
         return newX;
       });
     },
@@ -219,7 +236,7 @@ export default function Page({ flow }: { flow: FlowType }) {
 
   const onDragOver = useCallback((event: React.DragEvent) => {
     event.preventDefault();
-    if (event.dataTransfer.types.some((t) => t === "nodedata")) {
+    if (event.dataTransfer.types.some((types) => types === "nodedata")) {
       event.dataTransfer.dropEffect = "move";
     } else {
       event.dataTransfer.dropEffect = "copy";
@@ -229,12 +246,12 @@ export default function Page({ flow }: { flow: FlowType }) {
   const onDrop = useCallback(
     (event: React.DragEvent) => {
       event.preventDefault();
-      if (event.dataTransfer.types.some((t) => t === "nodedata")) {
+      if (event.dataTransfer.types.some((types) => types === "nodedata")) {
         takeSnapshot();
 
         // Get the current bounds of the ReactFlow wrapper element
         const reactflowBounds =
-          reactFlowWrapper.current.getBoundingClientRect();
+          reactFlowWrapper.current?.getBoundingClientRect();
 
         // Extract the data from the drag event and parse it as a JSON object
         let data: { type: string; node?: APIClassType } = JSON.parse(
@@ -243,9 +260,9 @@ export default function Page({ flow }: { flow: FlowType }) {
 
         // If data type is not "chatInput" or if there are no "chatInputNode" nodes present in the ReactFlow instance, create a new node
         // Calculate the position where the node should be created
-        const position = reactFlowInstance.project({
-          x: event.clientX - reactflowBounds.left,
-          y: event.clientY - reactflowBounds.top,
+        const position = reactFlowInstance!.project({
+          x: event.clientX - reactflowBounds!.left,
+          y: event.clientY - reactflowBounds!.top,
         });
 
         // Generate a unique node ID
@@ -262,7 +279,6 @@ export default function Page({ flow }: { flow: FlowType }) {
             data: {
               ...data,
               id: newId,
-              value: null,
             },
           };
         } else {
@@ -274,16 +290,22 @@ export default function Page({ flow }: { flow: FlowType }) {
             data: {
               ...data,
               id: newId,
-              value: null,
             },
           };
 
           // Add the new node to the list of nodes in state
         }
         setNodes((nds) => nds.concat(newNode));
-      } else if (event.dataTransfer.types.some((t) => t === "Files")) {
+      } else if (event.dataTransfer.types.some((types) => types === "Files")) {
         takeSnapshot();
-        uploadFlow(false, event.dataTransfer.files.item(0));
+        if (event.dataTransfer.files.item(0)!.type === "application/json") {
+          uploadFlow(true, event.dataTransfer.files.item(0)!);
+        } else {
+          setErrorData({
+            title: "Invalid file type",
+            list: ["Please upload a JSON file"],
+          });
+        }
       }
     },
     // Specify dependencies for useCallback
@@ -299,11 +321,14 @@ export default function Page({ flow }: { flow: FlowType }) {
   }, []);
 
   const onDelete = useCallback(
-    (mynodes) => {
+    (mynodes: Node[]) => {
       takeSnapshot();
       setEdges(
         edges.filter(
-          (ns) => !mynodes.some((n) => ns.source === n.id || ns.target === n.id)
+          (edge) =>
+            !mynodes.some(
+              (node) => edge.source === node.id || edge.target === node.id
+            )
         )
       );
     },
@@ -316,7 +341,7 @@ export default function Page({ flow }: { flow: FlowType }) {
 
   const onEdgeUpdate = useCallback(
     (oldEdge: Edge, newConnection: Connection) => {
-      if (isValidConnection(newConnection, reactFlowInstance)) {
+      if (isValidConnection(newConnection, reactFlowInstance!)) {
         edgeUpdateSuccessful.current = true;
         setEdges((els) => updateEdge(oldEdge, newConnection, els));
       }
@@ -324,11 +349,10 @@ export default function Page({ flow }: { flow: FlowType }) {
     [reactFlowInstance, setEdges]
   );
 
-  const onEdgeUpdateEnd = useCallback((_, edge) => {
+  const onEdgeUpdateEnd = useCallback((_, edge: Edge): void => {
     if (!edgeUpdateSuccessful.current) {
-      setEdges((eds) => eds.filter((e) => e.id !== edge.id));
+      setEdges((eds) => eds.filter((edg) => edg.id !== edge.id));
     }
-
     edgeUpdateSuccessful.current = true;
   }, []);
 
@@ -337,7 +361,7 @@ export default function Page({ flow }: { flow: FlowType }) {
   const onSelectionEnd = useCallback(() => {
     setSelectionEnded(true);
   }, []);
-  const onSelectionStart = useCallback((event) => {
+  const onSelectionStart = useCallback((event: MouseEvent) => {
     event.preventDefault();
     setSelectionEnded(false);
   }, []);
@@ -351,13 +375,16 @@ export default function Page({ flow }: { flow: FlowType }) {
     }
   }, [selectionEnded, lastSelection]);
 
-  const onSelectionChange = useCallback((flow) => {
-    setLastSelection(flow);
-  }, []);
+  const onSelectionChange = useCallback(
+    (flow: OnSelectionChangeParams): void => {
+      setLastSelection(flow);
+    },
+    []
+  );
 
   return (
     <div className="flex h-full overflow-hidden">
-      <ExtraSidebar />
+      {!view && <ExtraSidebar />}
       {/* Main area */}
       <main className="flex flex-1">
         {/* Primary column */}
@@ -380,7 +407,6 @@ export default function Page({ flow }: { flow: FlowType }) {
                   onEdgesChange={onEdgesChangeMod}
                   onConnect={onConnect}
                   disableKeyboardA11y={true}
-                  onLoad={setReactFlowInstance}
                   onInit={setReactFlowInstance}
                   nodeTypes={nodeTypes}
                   onEdgeUpdate={onEdgeUpdate}
@@ -399,14 +425,22 @@ export default function Page({ flow }: { flow: FlowType }) {
                   className="theme-attribution"
                   minZoom={0.01}
                   maxZoom={8}
+                  zoomOnScroll={!view}
+                  zoomOnPinch={!view}
+                  panOnDrag={!view}
+                  proOptions={{ hideAttribution: true }}
                 >
                   <Background className="" />
-                  <Controls
-                    className="bg-muted fill-foreground stroke-foreground text-primary
+                  {!view && (
+                    <Controls
+                      className="bg-muted fill-foreground stroke-foreground text-primary
                    [&>button]:border-b-border hover:[&>button]:bg-border"
-                  ></Controls>
+                    ></Controls>
+                  )}
                 </ReactFlow>
-                <Chat flow={flow} reactFlowInstance={reactFlowInstance} />
+                {!view && (
+                  <Chat flow={flow} reactFlowInstance={reactFlowInstance!} />
+                )}
               </div>
             ) : (
               <></>
diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index 5413d6ec9..b1853bd4c 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -17,7 +17,7 @@ import {
 import { classNames } from "../../../../utils/utils";
 import DisclosureComponent from "../DisclosureComponent";
 
-export default function ExtraSidebar() {
+export default function ExtraSidebar(): JSX.Element {
   const { data, templates } = useContext(typesContext);
   const { flows, tabId, uploadFlow, tabsState, saveFlow, isBuilt } =
     useContext(TabsContext);
@@ -28,7 +28,7 @@ export default function ExtraSidebar() {
   function onDragStart(
     event: React.DragEvent<any>,
     data: { type: string; node?: APIClassType }
-  ) {
+  ): void {
     //start drag event
     var crt = event.currentTarget.cloneNode(true);
     crt.style.position = "absolute";
@@ -56,10 +56,10 @@ export default function ExtraSidebar() {
       return ret;
     });
   }
-  const flow = flows.find((f) => f.id === tabId);
+  const flow = flows.find((flow) => flow.id === tabId);
   useEffect(() => {
     // show components with error on load
-    let errors = [];
+    let errors: string[] = [];
     Object.keys(templates).forEach((component) => {
       if (templates[component].error) {
         errors.push(component);
@@ -99,16 +99,20 @@ export default function ExtraSidebar() {
         <ShadTooltip content={"Code"} side="top">
           <div className="side-bar-button">
             {flow && flow.data && (
-              <ApiModal flow={flow} disable={!isBuilt}>
-                <div className={classNames("extra-side-bar-buttons")}>
-                  <IconComponent
-                    name="Code2"
-                    className={
-                      "side-bar-button-size" +
-                      (isBuilt ? " " : " extra-side-bar-save-disable")
-                    }
-                  />
-                </div>
+              <ApiModal flow={flow}>
+                <button
+                  className={"w-full " + (!isBuilt ? "button-disable" : "")}
+                >
+                  <div className={classNames("extra-side-bar-buttons")}>
+                    <IconComponent
+                      name="Code2"
+                      className={
+                        "side-bar-button-size" +
+                        (isBuilt ? " " : " extra-side-bar-save-disable")
+                      }
+                    />
+                  </div>
+                </button>
               </ApiModal>
             )}
           </div>
@@ -120,8 +124,7 @@ export default function ExtraSidebar() {
                 "extra-side-bar-buttons " + (isPending ? "" : "button-disable")
               }
               onClick={(event) => {
-                saveFlow(flow);
-                setSuccessData({ title: "Changes saved successfully" });
+                saveFlow(flow!);
               }}
             >
               <IconComponent
@@ -143,10 +146,10 @@ export default function ExtraSidebar() {
           id="search"
           placeholder="Search"
           className="nopan nodrag noundo nocopy input-search"
-          onChange={(e) => {
-            handleSearchInput(e.target.value);
+          onChange={(event) => {
+            handleSearchInput(event.target.value);
             // Set search input state
-            setSearch(e.target.value);
+            setSearch(event.target.value);
           }}
         />
         <div className="search-icon">
@@ -161,42 +164,43 @@ export default function ExtraSidebar() {
       <div className="side-bar-components-div-arrangement">
         {Object.keys(dataFilter)
           .sort()
-          .map((d: keyof APIObjectType, i) =>
-            Object.keys(dataFilter[d]).length > 0 ? (
+          .map((SBSectionName: keyof APIObjectType, index) =>
+            Object.keys(dataFilter[SBSectionName]).length > 0 ? (
               <DisclosureComponent
                 openDisc={search.length == 0 ? false : true}
-                key={i}
+                key={index}
                 button={{
-                  title: nodeNames[d] ?? nodeNames.unknown,
-                  Icon: nodeIconsLucide[d] ?? nodeIconsLucide.unknown,
+                  title: nodeNames[SBSectionName] ?? nodeNames.unknown,
+                  Icon:
+                    nodeIconsLucide[SBSectionName] ?? nodeIconsLucide.unknown,
                 }}
               >
                 <div className="side-bar-components-gap">
-                  {Object.keys(dataFilter[d])
+                  {Object.keys(dataFilter[SBSectionName])
                     .sort()
-                    .map((t: string, k) => (
+                    .map((SBItemName: string, index) => (
                       <ShadTooltip
-                        content={data[d][t].display_name}
+                        content={data[SBSectionName][SBItemName].display_name}
                         side="right"
-                        key={k}
+                        key={index}
                       >
-                        <div key={k} data-tooltip-id={t}>
+                        <div key={index} data-tooltip-id={SBItemName}>
                           <div
-                            draggable={!data[d][t].error}
+                            draggable={!data[SBSectionName][SBItemName].error}
                             className={
                               "side-bar-components-border bg-background" +
-                              (data[d][t].error
+                              (data[SBSectionName][SBItemName].error
                                 ? " cursor-not-allowed select-none"
                                 : "")
                             }
                             style={{
                               borderLeftColor:
-                                nodeColors[d] ?? nodeColors.unknown,
+                                nodeColors[SBSectionName] ?? nodeColors.unknown,
                             }}
                             onDragStart={(event) =>
                               onDragStart(event, {
-                                type: t,
-                                node: data[d][t],
+                                type: SBItemName,
+                                node: data[SBSectionName][SBItemName],
                               })
                             }
                             onDragEnd={() => {
@@ -209,7 +213,7 @@ export default function ExtraSidebar() {
                           >
                             <div className="side-bar-components-div-form">
                               <span className="side-bar-components-text">
-                                {data[d][t].display_name}
+                                {data[SBSectionName][SBItemName].display_name}
                               </span>
                               <IconComponent
                                 name="Menu"
@@ -223,7 +227,7 @@ export default function ExtraSidebar() {
                 </div>
               </DisclosureComponent>
             ) : (
-              <div key={i}></div>
+              <div key={index}></div>
             )
           )}
       </div>
diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
index 3e850fc54..8339063cd 100644
--- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
@@ -1,5 +1,5 @@
 import { useContext, useState } from "react";
-import { useReactFlow } from "reactflow";
+import { useReactFlow, useUpdateNodeInternals } from "reactflow";
 import ShadTooltip from "../../../../components/ShadTooltipComponent";
 import IconComponent from "../../../../components/genericIconComponent";
 import {
@@ -11,23 +11,41 @@ import {
 import { TabsContext } from "../../../../contexts/tabsContext";
 import EditNodeModal from "../../../../modals/EditNodeModal";
 import { classNames, getRandomKeyByssmm } from "../../../../utils/utils";
+import { nodeToolbarPropsType } from "../../../../types/components";
 
-export default function NodeToolbarComponent({ data, setData, deleteNode }) {
+export default function NodeToolbarComponent({
+  data,
+  setData,
+  deleteNode,
+  setShowNode,
+  numberOfHandles,
+  showNode,
+}: nodeToolbarPropsType): JSX.Element {
   const [nodeLength, setNodeLength] = useState(
-    Object.keys(data.node.template).filter(
-      (t) =>
-        t.charAt(0) !== "_" &&
-        data.node.template[t].show &&
-        (data.node.template[t].type === "str" ||
-          data.node.template[t].type === "bool" ||
-          data.node.template[t].type === "float" ||
-          data.node.template[t].type === "code" ||
-          data.node.template[t].type === "prompt" ||
-          data.node.template[t].type === "file" ||
-          data.node.template[t].type === "Any" ||
-          data.node.template[t].type === "int")
+    Object.keys(data.node!.template).filter(
+      (templateField) =>
+        templateField.charAt(0) !== "_" &&
+        data.node?.template[templateField].show &&
+        (data.node.template[templateField].type === "str" ||
+          data.node.template[templateField].type === "bool" ||
+          data.node.template[templateField].type === "float" ||
+          data.node.template[templateField].type === "code" ||
+          data.node.template[templateField].type === "prompt" ||
+          data.node.template[templateField].type === "file" ||
+          data.node.template[templateField].type === "Any" ||
+          data.node.template[templateField].type === "int")
     ).length
   );
+  const updateNodeInternals = useUpdateNodeInternals();
+
+  function canMinimize() {
+    let countHandles: number = 0;
+    numberOfHandles.forEach((bool) => {
+      if (bool) countHandles += 1;
+    });
+    if (countHandles > 1) return false;
+    return true;
+  }
 
   const { paste } = useContext(TabsContext);
   const reactFlowInstance = useReactFlow();
@@ -72,8 +90,8 @@ export default function NodeToolbarComponent({ data, setData, deleteNode }) {
                   {
                     x: 50,
                     y: 10,
-                    paneX: reactFlowInstance.getNode(data.id).position.x,
-                    paneY: reactFlowInstance.getNode(data.id).position.y,
+                    paneX: reactFlowInstance.getNode(data.id)?.position.x,
+                    paneY: reactFlowInstance.getNode(data.id)?.position.y,
                   }
                 );
               }}
@@ -84,23 +102,23 @@ export default function NodeToolbarComponent({ data, setData, deleteNode }) {
 
           <ShadTooltip
             content={
-              data.node.documentation === "" ? "Coming Soon" : "Documentation"
+              data.node?.documentation === "" ? "Coming Soon" : "Documentation"
             }
             side="top"
           >
             <a
               className={classNames(
                 "relative -ml-px inline-flex items-center bg-background px-2 py-2 text-foreground shadow-md ring-1 ring-inset ring-ring  transition-all duration-500 ease-in-out hover:bg-muted focus:z-10" +
-                  (data.node.documentation === ""
+                  (data.node?.documentation === ""
                     ? " text-muted-foreground"
                     : " text-foreground")
               )}
               target="_blank"
               rel="noopener noreferrer"
-              href={data.node.documentation}
+              href={data.node?.documentation}
               // deactivate link if no documentation is provided
               onClick={(event) => {
-                if (data.node.documentation === "") {
+                if (data.node?.documentation === "") {
                   event.preventDefault();
                 }
               }}
@@ -109,6 +127,23 @@ export default function NodeToolbarComponent({ data, setData, deleteNode }) {
             </a>
           </ShadTooltip>
 
+          {canMinimize() && (
+            <ShadTooltip content={showNode ? "Minimize" : "Expand"} side="top">
+              <button
+                className="relative inline-flex items-center bg-background px-2 py-2 text-foreground shadow-md ring-1 ring-inset ring-ring transition-all duration-500 ease-in-out hover:bg-muted focus:z-10"
+                onClick={(event) => {
+                  setShowNode((prev) => !prev);
+                  updateNodeInternals(data.id);
+                }}
+              >
+                <IconComponent
+                  name={showNode ? "Minimize2" : "Maximize2"}
+                  className="h-4 w-4"
+                />
+              </button>
+            </ShadTooltip>
+          )}
+
           <Select onValueChange={handleSelectChange} value={selectedValue}>
             <ShadTooltip content="More" side="top" >
               <SelectTrigger>
@@ -166,7 +201,8 @@ export default function NodeToolbarComponent({ data, setData, deleteNode }) {
               >
                 <div
                   className={classNames(
-                    "relative -ml-px inline-flex items-center rounded-r-md bg-background px-2 py-2 text-foreground shadow-md ring-1 ring-inset  ring-ring transition-all duration-500 ease-in-out hover:bg-muted focus:z-10" +
+                    "relative -ml-px inline-flex items-center bg-background px-2 py-2 text-foreground shadow-md ring-1 ring-inset  ring-ring transition-all duration-500 ease-in-out hover:bg-muted focus:z-10" +
+                      (!canMinimize() && " rounded-r-md ") +
                       (nodeLength == 0
                         ? " text-muted-foreground"
                         : " text-foreground")
diff --git a/src/frontend/src/pages/FlowPage/index.tsx b/src/frontend/src/pages/FlowPage/index.tsx
index f47a485ff..e9e5c2f34 100644
--- a/src/frontend/src/pages/FlowPage/index.tsx
+++ b/src/frontend/src/pages/FlowPage/index.tsx
@@ -1,16 +1,17 @@
 import { useContext, useEffect, useState } from "react";
 import { useParams } from "react-router-dom";
+import Header from "../../components/headerComponent";
 import { TabsContext } from "../../contexts/tabsContext";
 import { getVersion } from "../../controllers/API";
 import Page from "./components/PageComponent";
 
-export default function FlowPage() {
+export default function FlowPage(): JSX.Element {
   const { flows, tabId, setTabId } = useContext(TabsContext);
   const { id } = useParams();
 
   // Set flow tab id
   useEffect(() => {
-    setTabId(id);
+    setTabId(id!);
   }, [id]);
 
   // Initialize state variable for the version
@@ -22,20 +23,23 @@ export default function FlowPage() {
   }, []);
 
   return (
-    <div className="flow-page-positioning">
-      {flows.length > 0 &&
-        tabId !== "" &&
-        flows.findIndex((flow) => flow.id === tabId) !== -1 && (
-          <Page flow={flows.find((flow) => flow.id === tabId)} />
-        )}
-      <a
-        target={"_blank"}
-        href="https://logspace.ai/"
-        className="logspace-page-icon"
-      >
-        {version && <div className="mt-1">⛓️ Langflow v{version}</div>}
-        <div className={version ? "mt-2" : "mt-1"}>Created by Logspace</div>
-      </a>
-    </div>
+    <>
+      <Header />
+      <div className="flow-page-positioning">
+        {flows.length > 0 &&
+          tabId !== "" &&
+          flows.findIndex((flow) => flow.id === tabId) !== -1 && (
+            <Page flow={flows.find((flow) => flow.id === tabId)!} />
+          )}
+        <a
+          target={"_blank"}
+          href="https://logspace.ai/"
+          className="logspace-page-icon"
+        >
+          {version && <div className="mt-1">⛓️ Langflow v{version}</div>}
+          <div className={version ? "mt-2" : "mt-1"}>Created by Logspace</div>
+        </a>
+      </div>
+    </>
   );
 }
diff --git a/src/frontend/src/pages/MainPage/index.tsx b/src/frontend/src/pages/MainPage/index.tsx
index 63be47718..f45e4cfc8 100644
--- a/src/frontend/src/pages/MainPage/index.tsx
+++ b/src/frontend/src/pages/MainPage/index.tsx
@@ -1,13 +1,35 @@
-import { useContext, useEffect } from "react";
+import { useContext, useEffect, useState } from "react";
 import { Link, useNavigate } from "react-router-dom";
+import DropdownButton from "../../components/DropdownButtonComponent";
 import { CardComponent } from "../../components/cardComponent";
 import IconComponent from "../../components/genericIconComponent";
+import Header from "../../components/headerComponent";
+import { SkeletonCardComponent } from "../../components/skeletonCardComponent";
 import { Button } from "../../components/ui/button";
 import { USER_PROJECTS_HEADER } from "../../constants/constants";
+import { alertContext } from "../../contexts/alertContext";
 import { TabsContext } from "../../contexts/tabsContext";
-export default function HomePage() {
-  const { flows, setTabId, downloadFlows, uploadFlows, addFlow, removeFlow } =
-    useContext(TabsContext);
+export default function HomePage(): JSX.Element {
+  const {
+    flows,
+    setTabId,
+    downloadFlows,
+    uploadFlows,
+    addFlow,
+    removeFlow,
+    uploadFlow,
+    isLoading,
+  } = useContext(TabsContext);
+  const { setErrorData } = useContext(alertContext);
+  const dropdownOptions = [
+    {
+      name: "Import from JSON",
+      onBtnClick: () =>
+        uploadFlow(true).then((id) => {
+          navigate("/flow/" + id);
+        }),
+    },
+  ];
 
   // Set a null id
   useEffect(() => {
@@ -15,76 +37,140 @@ export default function HomePage() {
   }, []);
   const navigate = useNavigate();
 
+  const [isDragging, setIsDragging] = useState(false);
+
+  const dragOver = (e) => {
+    e.preventDefault();
+    setIsDragging(true);
+  };
+
+  const dragEnter = (e) => {
+    e.preventDefault();
+    setIsDragging(true);
+  };
+
+  const dragLeave = () => {
+    setIsDragging(false);
+  };
+
+  const fileDrop = (e) => {
+    e.preventDefault();
+    setIsDragging(false);
+    if (e.dataTransfer.types.some((types) => types === "Files")) {
+      if (e.dataTransfer.files.item(0).type === "application/json") {
+        uploadFlow(true, e.dataTransfer.files.item(0)!);
+      } else {
+        setErrorData({
+          title: "Invalid file type",
+          list: ["Please upload a JSON file"],
+        });
+      }
+    }
+  };
+
   // Personal flows display
   return (
-    <div className="main-page-panel">
-      <div className="main-page-nav-arrangement">
-        <span className="main-page-nav-title">
-          <IconComponent name="Home" className="w-6" />
-          {USER_PROJECTS_HEADER}
+    <>
+      <Header />
+      <div className="main-page-panel">
+        <div className="main-page-nav-arrangement">
+          <span className="main-page-nav-title">
+            <IconComponent name="Home" className="w-6" />
+            {USER_PROJECTS_HEADER}
+          </span>
+          <div className="button-div-style">
+            <Button
+              variant="primary"
+              onClick={() => {
+                downloadFlows();
+              }}
+            >
+              <IconComponent name="Download" className="main-page-nav-button" />
+              Download Collection
+            </Button>
+            <Button
+              variant="primary"
+              onClick={() => {
+                uploadFlows();
+              }}
+            >
+              <IconComponent name="Upload" className="main-page-nav-button" />
+              Upload Collection
+            </Button>
+            <DropdownButton
+              firstButtonName="New Project"
+              onFirstBtnClick={() => {
+                addFlow(null!, true).then((id) => {
+                  navigate("/flow/" + id);
+                });
+              }}
+              options={dropdownOptions}
+            />
+          </div>
+        </div>
+        <span className="main-page-description-text">
+          Manage your personal projects. Download or upload your collection.
         </span>
-        <div className="button-div-style">
-          <Button
-            variant="primary"
-            onClick={() => {
-              downloadFlows();
-            }}
-          >
-            <IconComponent name="Download" className="main-page-nav-button" />
-            Download Collection
-          </Button>
-          <Button
-            variant="primary"
-            onClick={() => {
-              uploadFlows();
-            }}
-          >
-            <IconComponent name="Upload" className="main-page-nav-button" />
-            Upload Collection
-          </Button>
-          <Button
-            variant="primary"
-            onClick={() => {
-              addFlow(null, true).then((id) => {
-                navigate("/flow/" + id);
-              });
-            }}
-          >
-            <IconComponent name="Plus" className="main-page-nav-button" />
-            New Project
-          </Button>
+        <div
+          onDragOver={dragOver}
+          onDragEnter={dragEnter}
+          onDragLeave={dragLeave}
+          onDrop={fileDrop}
+          className={
+            "h-full w-full " +
+            (isDragging
+              ? "mb-24 flex flex-col items-center justify-center gap-4 text-2xl font-light"
+              : "")
+          }
+        >
+          {isDragging ? (
+            <>
+              <IconComponent
+                name="ArrowUpToLine"
+                className="h-12 w-12 stroke-1"
+              />
+              Drop your flow here
+            </>
+          ) : (
+            <div className="main-page-flows-display">
+              {isLoading && flows.length == 0 ? (
+                <>
+                  <SkeletonCardComponent />
+                  <SkeletonCardComponent />
+                  <SkeletonCardComponent />
+                  <SkeletonCardComponent />
+                </>
+              ) : (
+                flows.map((flow, idx) => (
+                  <CardComponent
+                    key={idx}
+                    flow={flow}
+                    id={flow.id}
+                    button={
+                      <Link to={"/flow/" + flow.id}>
+                        <Button
+                          variant="outline"
+                          size="sm"
+                          className="whitespace-nowrap "
+                        >
+                          <IconComponent
+                            name="ExternalLink"
+                            className="main-page-nav-button"
+                          />
+                          Edit Flow
+                        </Button>
+                      </Link>
+                    }
+                    onDelete={() => {
+                      removeFlow(flow.id);
+                    }}
+                  />
+                ))
+              )}
+            </div>
+          )}
         </div>
       </div>
-      <span className="main-page-description-text">
-        Manage your personal projects. Download or upload your collection.
-      </span>
-      <div className="main-page-flows-display">
-        {flows.map((flow, idx) => (
-          <CardComponent
-            key={idx}
-            flow={flow}
-            id={flow.id}
-            button={
-              <Link to={"/flow/" + flow.id}>
-                <Button
-                  variant="outline"
-                  size="sm"
-                  className="whitespace-nowrap "
-                >
-                  <IconComponent
-                    name="ExternalLink"
-                    className="main-page-nav-button"
-                  />
-                  Edit Flow
-                </Button>
-              </Link>
-            }
-            onDelete={() => {
-              removeFlow(flow.id);
-            }}
-          />
-        ))}
-      </div>
-    </div>
+    </>
   );
 }
diff --git a/src/frontend/src/pages/ProfileSettingsPage/index.tsx b/src/frontend/src/pages/ProfileSettingsPage/index.tsx
new file mode 100644
index 000000000..443de4a4b
--- /dev/null
+++ b/src/frontend/src/pages/ProfileSettingsPage/index.tsx
@@ -0,0 +1,173 @@
+import * as Form from "@radix-ui/react-form";
+import { cloneDeep } from "lodash";
+import { useContext, useEffect, useState } from "react";
+import IconComponent from "../../components/genericIconComponent";
+import GradientChooserComponent from "../../components/gradientChooserComponent";
+import Header from "../../components/headerComponent";
+import InputComponent from "../../components/inputComponent";
+import { Button } from "../../components/ui/button";
+import { CONTROL_PATCH_USER_STATE } from "../../constants/constants";
+import { alertContext } from "../../contexts/alertContext";
+import { AuthContext } from "../../contexts/authContext";
+import { TabsContext } from "../../contexts/tabsContext";
+import { resetPassword, updateUser } from "../../controllers/API";
+import {
+  inputHandlerEventType,
+  patchUserInputStateType,
+} from "../../types/components";
+import { gradients } from "../../utils/styleUtils";
+export default function ProfileSettingsPage(): JSX.Element {
+  const { setTabId } = useContext(TabsContext);
+
+  const [inputState, setInputState] = useState<patchUserInputStateType>(
+    CONTROL_PATCH_USER_STATE
+  );
+
+  // set null id
+  useEffect(() => {
+    setTabId("");
+  }, []);
+  const { setErrorData, setSuccessData } = useContext(alertContext);
+  const { userData, setUserData } = useContext(AuthContext);
+  const { password, cnfPassword, gradient } = inputState;
+
+  async function handlePatchUser() {
+    if (password !== cnfPassword) {
+      setErrorData({
+        title: "Error changing password",
+        list: ["Passwords do not match"],
+      });
+      return;
+    }
+    try {
+      if (password !== "") await resetPassword(userData!.id, { password });
+      if (gradient !== "")
+        await updateUser(userData!.id, { profile_image: gradient });
+      if (gradient !== "") {
+        let newUserData = cloneDeep(userData);
+        newUserData!.profile_image = gradient;
+
+        setUserData(newUserData);
+      }
+      handleInput({ target: { name: "password", value: "" } });
+      handleInput({ target: { name: "cnfPassword", value: "" } });
+      setSuccessData({ title: "Changes saved successfully!" });
+    } catch (error) {
+      setErrorData({
+        title: "Error saving changes",
+        list: [(error as any).response.data.detail],
+      });
+    }
+  }
+
+  function handleInput({
+    target: { name, value },
+  }: inputHandlerEventType): void {
+    setInputState((prev) => ({ ...prev, [name]: value }));
+  }
+
+  return (
+    <>
+      <Header />
+
+      <div className="community-page-arrangement">
+        <div className="community-page-nav-arrangement">
+          <span className="community-page-nav-title">
+            <IconComponent name="User" className="w-6" />
+            Profile Settings
+          </span>
+        </div>
+        <span className="community-page-description-text">
+          Change your profile settings like your password and your profile
+          picture.
+        </span>
+        <Form.Root
+          onSubmit={(event) => {
+            handlePatchUser();
+            const data = Object.fromEntries(new FormData(event.currentTarget));
+            event.preventDefault();
+          }}
+          className="flex h-full flex-col px-6 pb-16"
+        >
+          <div className="flex h-full flex-col gap-4">
+            <div className="flex gap-4">
+              <div className="mb-3 w-96">
+                <Form.Field name="password">
+                  <Form.Label className="data-[invalid]:label-invalid">
+                    Password{" "}
+                  </Form.Label>
+                  <InputComponent
+                    onChange={(value) => {
+                      handleInput({ target: { name: "password", value } });
+                    }}
+                    value={password}
+                    isForm
+                    password={true}
+                    placeholder="Password"
+                    className="w-full"
+                  />
+                  <Form.Message match="valueMissing" className="field-invalid">
+                    Please enter your password
+                  </Form.Message>
+                </Form.Field>
+              </div>
+              <div className="mb-3 w-96">
+                <Form.Field name="cnfPassword">
+                  <Form.Label className="data-[invalid]:label-invalid">
+                    Confirm Password{" "}
+                  </Form.Label>
+
+                  <InputComponent
+                    onChange={(value) => {
+                      handleInput({ target: { name: "cnfPassword", value } });
+                    }}
+                    value={cnfPassword}
+                    isForm
+                    password={true}
+                    placeholder="Confirm Password"
+                    className="w-full"
+                  />
+
+                  <Form.Message className="field-invalid" match="valueMissing">
+                    Please confirm your password
+                  </Form.Message>
+                </Form.Field>
+              </div>
+            </div>
+            <Form.Field name="gradient">
+              <Form.Label className="data-[invalid]:label-invalid">
+                Profile Gradient{" "}
+              </Form.Label>
+
+              <div className="mt-4 w-[1010px]">
+                <GradientChooserComponent
+                  value={
+                    gradient == ""
+                      ? userData!.profile_image ??
+                        gradients[
+                          parseInt(userData!.id ?? "", 30) % gradients.length
+                        ]
+                      : gradient
+                  }
+                  onChange={(value) => {
+                    handleInput({ target: { name: "gradient", value } });
+                  }}
+                />
+              </div>
+            </Form.Field>
+          </div>
+
+          <div className="flex w-full justify-end">
+            <div className="w-32">
+              <Form.Submit asChild>
+                <Button className="mr-3 mt-6 w-full" type="submit">
+                  Save
+                </Button>
+              </Form.Submit>
+            </div>
+          </div>
+        </Form.Root>
+      </div>
+    </>
+  );
+}
diff --git a/src/frontend/src/pages/ViewPage/index.tsx b/src/frontend/src/pages/ViewPage/index.tsx
new file mode 100644
index 000000000..4ce5baed4
--- /dev/null
+++ b/src/frontend/src/pages/ViewPage/index.tsx
@@ -0,0 +1,33 @@
+import { useContext, useEffect, useState } from "react";
+import { useParams } from "react-router-dom";
+import { TabsContext } from "../../contexts/tabsContext";
+import { getVersion } from "../../controllers/API";
+import Page from "../FlowPage/components/PageComponent";
+
+export default function ViewPage() {
+  const { flows, tabId, setTabId } = useContext(TabsContext);
+  const { id } = useParams();
+
+  // Set flow tab id
+  useEffect(() => {
+    setTabId(id!);
+  }, [id]);
+
+  // Initialize state variable for the version
+  const [version, setVersion] = useState("");
+  useEffect(() => {
+    getVersion().then((data) => {
+      setVersion(data.version);
+    });
+  }, []);
+
+  return (
+    <div className="flow-page-positioning">
+      {flows.length > 0 &&
+        tabId !== "" &&
+        flows.findIndex((flow) => flow.id === tabId) !== -1 && (
+          <Page view flow={flows.find((flow) => flow.id === tabId)!} />
+        )}
+    </div>
+  );
+}
diff --git a/src/frontend/src/pages/deleteAccountPage/index.tsx b/src/frontend/src/pages/deleteAccountPage/index.tsx
new file mode 100644
index 000000000..af219209b
--- /dev/null
+++ b/src/frontend/src/pages/deleteAccountPage/index.tsx
@@ -0,0 +1,59 @@
+import { useState } from "react";
+import { Button } from "../../components/ui/button";
+import { Input } from "../../components/ui/input";
+import BaseModal from "../../modals/baseModal";
+
+export default function DeleteAccountPage() {
+  const [showConfirmation, setShowConfirmation] = useState(false);
+
+  const handleDeleteAccount = () => {
+    // Implement your account deletion logic here
+    // For example, make an API call to delete the account
+    // Upon successful deletion, you can redirect the user to another page
+    console.log("Account deleted!");
+    // Implement the logic to redirect the user after account deletion.
+    // For example, use react-router-dom's useHistory hook.
+  };
+
+  return (
+    <div className="flex h-full w-full flex-col items-center justify-center bg-muted">
+      <div className="flex w-72 flex-col items-center justify-center gap-2">
+        <span className="mb-4 text-5xl">⛓️</span>
+        <span className="mb-4 text-center text-2xl font-semibold text-primary">
+          Delete your account
+        </span>
+        <Input className="bg-background" placeholder="Confirm password" />
+
+        <BaseModal
+          open={showConfirmation}
+          setOpen={setShowConfirmation}
+          size="x-small"
+        >
+          <BaseModal.Header description="This action is irreversible and will permanently erase all your data and information associated with the account. ">
+            <h3>Are you sure ?</h3>
+          </BaseModal.Header>
+          <BaseModal.Trigger>
+            <Button
+              variant="default"
+              className="w-full hover:bg-status-red"
+              onClick={() => setShowConfirmation(true)}
+            >
+              Delete account
+            </Button>
+          </BaseModal.Trigger>
+          <BaseModal.Content>
+            <div className="flex h-full w-full flex-col justify-end">
+              <Button
+                variant="default"
+                className="w-full hover:bg-status-red"
+                onClick={() => handleDeleteAccount()}
+              >
+                Delete account
+              </Button>
+            </div>
+          </BaseModal.Content>
+        </BaseModal>
+      </div>
+    </div>
+  );
+}
diff --git a/src/frontend/src/pages/loginPage/index.tsx b/src/frontend/src/pages/loginPage/index.tsx
new file mode 100644
index 000000000..ff9d53e82
--- /dev/null
+++ b/src/frontend/src/pages/loginPage/index.tsx
@@ -0,0 +1,150 @@
+import * as Form from "@radix-ui/react-form";
+import { useContext, useState } from "react";
+import { Link, useNavigate } from "react-router-dom";
+import InputComponent from "../../components/inputComponent";
+import { Button } from "../../components/ui/button";
+import { Input } from "../../components/ui/input";
+import { CONTROL_LOGIN_STATE } from "../../constants/constants";
+import { alertContext } from "../../contexts/alertContext";
+import { AuthContext } from "../../contexts/authContext";
+import { getLoggedUser, onLogin } from "../../controllers/API";
+import { LoginType } from "../../types/api";
+import {
+  inputHandlerEventType,
+  loginInputStateType,
+} from "../../types/components";
+
+export default function LoginPage(): JSX.Element {
+  const [inputState, setInputState] =
+    useState<loginInputStateType>(CONTROL_LOGIN_STATE);
+
+  const { password, username } = inputState;
+  const { login, getAuthentication, setUserData, setIsAdmin } =
+    useContext(AuthContext);
+  const navigate = useNavigate();
+  const { setErrorData } = useContext(alertContext);
+
+  function handleInput({
+    target: { name, value },
+  }: inputHandlerEventType): void {
+    setInputState((prev) => ({ ...prev, [name]: value }));
+  }
+
+  function signIn() {
+    const user: LoginType = {
+      username: username.trim(),
+      password: password.trim(),
+    };
+    onLogin(user)
+      .then((user) => {
+        login(user.access_token, user.refresh_token);
+        getUser();
+        navigate("/");
+      })
+      .catch((error) => {
+        setErrorData({
+          title: "Error signing in",
+          list: [error["response"]["data"]["detail"]],
+        });
+      });
+  }
+
+  function getUser() {
+    if (getAuthentication()) {
+      setTimeout(() => {
+        getLoggedUser()
+          .then((user) => {
+            const isSuperUser = user!.is_superuser;
+            setIsAdmin(isSuperUser);
+            setUserData(user);
+          })
+          .catch((error) => {});
+      }, 500);
+    }
+  }
+
+  return (
+    <Form.Root
+      onSubmit={(event) => {
+        if (password === "") {
+          event.preventDefault();
+          return;
+        }
+        signIn();
+        const data = Object.fromEntries(new FormData(event.currentTarget));
+        event.preventDefault();
+      }}
+      className="h-full w-full"
+    >
+      <div className="flex h-full w-full flex-col items-center justify-center bg-muted">
+        <div className="flex w-72 flex-col items-center justify-center gap-2">
+          <span className="mb-4 text-5xl">⛓️</span>
+          <span className="mb-6 text-2xl font-semibold text-primary">
+            Sign in to Langflow
+          </span>
+          <div className="mb-3 w-full">
+            <Form.Field name="username">
+              <Form.Label className="data-[invalid]:label-invalid">
+                Username <span className="font-medium text-destructive">*</span>
+              </Form.Label>
+
+              <Form.Control asChild>
+                <Input
+                  type="username"
+                  onChange={({ target: { value } }) => {
+                    handleInput({ target: { name: "username", value } });
+                  }}
+                  value={username}
+                  className="w-full"
+                  required
+                  placeholder="Username"
+                />
+              </Form.Control>
+
+              <Form.Message match="valueMissing" className="field-invalid">
+                Please enter your username
+              </Form.Message>
+            </Form.Field>
+          </div>
+          <div className="mb-3 w-full">
+            <Form.Field name="password">
+              <Form.Label className="data-[invalid]:label-invalid">
+                Password <span className="font-medium text-destructive">*</span>
+              </Form.Label>
+
+              <InputComponent
+                onChange={(value) => {
+                  handleInput({ target: { name: "password", value } });
+                }}
+                value={password}
+                isForm
+                password={true}
+                required
+                placeholder="Password"
+                className="w-full"
+              />
+
+              <Form.Message className="field-invalid" match="valueMissing">
+                Please enter your password
+              </Form.Message>
+            </Form.Field>
+          </div>
+          <div className="w-full">
+            <Form.Submit asChild>
+              <Button className="mr-3 mt-6 w-full" type="submit">
+                Sign in
+              </Button>
+            </Form.Submit>
+          </div>
+          <div className="w-full">
+            <Link to="/signup">
+              <Button className="w-full" variant="outline" type="button">
+                Don't have an account?&nbsp;<b>Sign Up</b>
+              </Button>
+            </Link>
+          </div>
+        </div>
+      </div>
+    </Form.Root>
+  );
+}
diff --git a/src/frontend/src/pages/signUpPage/index.tsx b/src/frontend/src/pages/signUpPage/index.tsx
new file mode 100644
index 000000000..b151ff023
--- /dev/null
+++ b/src/frontend/src/pages/signUpPage/index.tsx
@@ -0,0 +1,192 @@
+import * as Form from "@radix-ui/react-form";
+import { FormEvent, useContext, useEffect, useState } from "react";
+import { Link, useNavigate } from "react-router-dom";
+import InputComponent from "../../components/inputComponent";
+import { Button } from "../../components/ui/button";
+import { Input } from "../../components/ui/input";
+import {
+  CONTROL_INPUT_STATE,
+  SIGN_UP_SUCCESS,
+} from "../../constants/constants";
+import { alertContext } from "../../contexts/alertContext";
+import { addUser } from "../../controllers/API";
+import {
+  UserInputType,
+  inputHandlerEventType,
+  signUpInputStateType,
+} from "../../types/components";
+
+export default function SignUp(): JSX.Element {
+  const [inputState, setInputState] =
+    useState<signUpInputStateType>(CONTROL_INPUT_STATE);
+
+  const [isDisabled, setDisableBtn] = useState<boolean>(true)
+
+  const { password, cnfPassword, username } = inputState;
+  const { setErrorData, setSuccessData } = useContext(alertContext);
+  const navigate = useNavigate();
+
+  function handleInput({
+    target: { name, value },
+  }: inputHandlerEventType): void {
+    setInputState((prev) => ({ ...prev, [name]: value }));
+  }
+
+  useEffect(() => {
+    if (password !== cnfPassword) return setDisableBtn(true);
+    if (password === "" || cnfPassword === "") return setDisableBtn(true);
+    if (username === "") return setDisableBtn(true);
+    setDisableBtn(false);
+  }, [password, cnfPassword, username, handleInput]);
+
+  function handleSignup(): void {
+    const { username, password } = inputState;
+    const newUser: UserInputType = {
+      username: username.trim(),
+      password: password.trim(),
+    };
+    addUser(newUser)
+      .then((user) => {
+        setSuccessData({
+          title: SIGN_UP_SUCCESS,
+        });
+        navigate("/login");
+      })
+      .catch((error) => {
+        const {
+          response: {
+            data: { detail },
+          },
+        } = error;
+        setErrorData({
+          title: "Error signing up",
+          list: [detail],
+        });
+        return;
+      });
+  }
+
+  return (
+    <Form.Root
+      onSubmit={(event: FormEvent<HTMLFormElement>) => {
+        if (password === "") {
+          event.preventDefault();
+          return;
+        }
+
+        const data = Object.fromEntries(new FormData(event.currentTarget));
+        event.preventDefault();
+      }}
+      className="h-full w-full"
+    >
+      <div className="flex h-full w-full flex-col items-center justify-center bg-muted">
+        <div className="flex w-72 flex-col items-center justify-center gap-2">
+          <span className="mb-4 text-5xl">⛓️</span>
+          <span className="mb-6 text-2xl font-semibold text-primary">
+            Sign up to Langflow
+          </span>
+          <div className="mb-3 w-full">
+            <Form.Field name="username">
+              <Form.Label className="data-[invalid]:label-invalid">
+                Username <span className="font-medium text-destructive">*</span>
+              </Form.Label>
+
+              <Form.Control asChild>
+                <Input
+                  type="username"
+                  onChange={({ target: { value } }) => {
+                    handleInput({ target: { name: "username", value } });
+                  }}
+                  value={username}
+                  className="w-full"
+                  required
+                  placeholder="Username"
+                />
+              </Form.Control>
+
+              <Form.Message match="valueMissing" className="field-invalid">
+                Please enter your username
+              </Form.Message>
+            </Form.Field>
+          </div>
+          <div className="mb-3 w-full">
+            <Form.Field name="password" serverInvalid={password != cnfPassword}>
+              <Form.Label className="data-[invalid]:label-invalid">
+                Password <span className="font-medium text-destructive">*</span>
+              </Form.Label>
+              <InputComponent
+                onChange={(value) => {
+                  handleInput({ target: { name: "password", value } });
+                }}
+                value={password}
+                isForm
+                password={true}
+                required
+                placeholder="Password"
+                className="w-full"
+              />
+
+              <Form.Message className="field-invalid" match="valueMissing">
+                Please enter a password
+              </Form.Message>
+
+              {password != cnfPassword && (
+                <Form.Message className="field-invalid">
+                  Passwords do not match
+                </Form.Message>
+              )}
+            </Form.Field>
+          </div>
+          <div className="w-full">
+            <Form.Field
+              name="confirmpassword"
+              serverInvalid={password != cnfPassword}
+            >
+              <Form.Label className="data-[invalid]:label-invalid">
+                Confirm your password{" "}
+                <span className="font-medium text-destructive">*</span>
+              </Form.Label>
+
+              <InputComponent
+                onChange={(value) => {
+                  handleInput({ target: { name: "cnfPassword", value } });
+                }}
+                value={cnfPassword}
+                isForm
+                password={true}
+                required
+                placeholder="Confirm your password"
+                className="w-full"
+              />
+
+              <Form.Message className="field-invalid" match="valueMissing">
+                Please confirm your password
+              </Form.Message>
+            </Form.Field>
+          </div>
+          <div className="w-full">
+            <Form.Submit asChild>
+              <Button
+                disabled={isDisabled}
+                type="submit"
+                className="mr-3 mt-6 w-full"
+                onClick={() => {
+                  handleSignup();
+                }}
+              >
+                Sign up
+              </Button>
+            </Form.Submit>
+          </div>
+          <div className="w-full">
+            <Link to="/login">
+              <Button className="w-full" variant="outline">
+                Already have an account?&nbsp;<b>Sign in</b>
+              </Button>
+            </Link>
+          </div>
+        </div>
+      </div>
+    </Form.Root>
+  );
+}
diff --git a/src/frontend/src/routes.tsx b/src/frontend/src/routes.tsx
index 21b73f70b..e9e6f1858 100644
--- a/src/frontend/src/routes.tsx
+++ b/src/frontend/src/routes.tsx
@@ -1,17 +1,126 @@
 import { Route, Routes } from "react-router-dom";
+import { ProtectedAdminRoute } from "./components/authAdminGuard";
+import { ProtectedRoute } from "./components/authGuard";
+import { ProtectedLoginRoute } from "./components/authLoginGuard";
+import { CatchAllRoute } from "./components/catchAllRoutes";
+import AdminPage from "./pages/AdminPage";
+import LoginAdminPage from "./pages/AdminPage/LoginPage";
+import ApiKeysPage from "./pages/ApiKeysPage";
 import CommunityPage from "./pages/CommunityPage";
 import FlowPage from "./pages/FlowPage";
 import HomePage from "./pages/MainPage";
+import ProfileSettingsPage from "./pages/ProfileSettingsPage";
+import ViewPage from "./pages/ViewPage";
+import DeleteAccountPage from "./pages/deleteAccountPage";
+import LoginPage from "./pages/loginPage";
+import SignUp from "./pages/signUpPage";
 
 const Router = () => {
   return (
     <Routes>
-      <Route path="/" element={<HomePage />} />
-      <Route path="/community" element={<CommunityPage />} />
+      <Route
+        path="/"
+        element={
+          <ProtectedRoute>
+            <HomePage />
+          </ProtectedRoute>
+        }
+      />
+      <Route
+        path="/community"
+        element={
+          <ProtectedRoute>
+            <CommunityPage />
+          </ProtectedRoute>
+        }
+      />
       <Route path="/flow/:id/">
-        <Route path="" element={<FlowPage />} />
+        <Route
+          path=""
+          element={
+            <ProtectedRoute>
+              <FlowPage />
+            </ProtectedRoute>
+          }
+        />
+        <Route
+          path="view"
+          element={
+            <ProtectedRoute>
+              <ViewPage />
+            </ProtectedRoute>
+          }
+        />
+      </Route>
+      <Route
+        path="*"
+        element={
+          <ProtectedRoute>
+            <CatchAllRoute />
+          </ProtectedRoute>
+        }
+      />
+
+      <Route
+        path="/login"
+        element={
+          <ProtectedLoginRoute>
+            <LoginPage />
+          </ProtectedLoginRoute>
+        }
+      />
+      <Route
+        path="/signup"
+        element={
+          <ProtectedLoginRoute>
+            <SignUp />
+          </ProtectedLoginRoute>
+        }
+      />
+      <Route
+        path="/login/admin"
+        element={
+          <ProtectedLoginRoute>
+            <LoginAdminPage />
+          </ProtectedLoginRoute>
+        }
+      />
+
+      <Route
+        path="/admin"
+        element={
+          <ProtectedAdminRoute>
+            <AdminPage />
+          </ProtectedAdminRoute>
+        }
+      />
+
+      <Route path="/account">
+        <Route
+          path="settings"
+          element={
+            <ProtectedRoute>
+              <ProfileSettingsPage />
+            </ProtectedRoute>
+          }
+        />
+        <Route
+          path="delete"
+          element={
+            <ProtectedRoute>
+              <DeleteAccountPage />
+            </ProtectedRoute>
+          }
+        ></Route>
+        <Route
+          path="api-keys"
+          element={
+            <ProtectedRoute>
+              <ApiKeysPage />
+            </ProtectedRoute>
+          }
+        ></Route>
       </Route>
-      <Route path="*" element={<HomePage />} />
     </Routes>
   );
 };
diff --git a/src/frontend/src/style/applies.css b/src/frontend/src/style/applies.css
index 0281df7c2..203c7da69 100644
--- a/src/frontend/src/style/applies.css
+++ b/src/frontend/src/style/applies.css
@@ -126,6 +126,18 @@
     @apply form-input block w-full truncate rounded-md border-border bg-background px-3 text-left shadow-sm placeholder:text-muted-foreground focus:border-ring focus:placeholder-transparent focus:ring-ring disabled:cursor-not-allowed disabled:opacity-50 sm:text-sm;
   }
 
+  .skeleton-card {
+    @apply bg-background h-48 p-4 border rounded-lg flex flex-col gap-6;
+  }
+
+  .skeleton-card-wrapper {
+    @apply flex items-center space-x-4;
+  }
+
+  .skeleton-card-text {
+    @apply flex flex-col gap-3;
+  }
+
   /* The same as primary-input but no-truncate */
   .textarea-primary {
     @apply form-input block w-full rounded-md border-border bg-background px-3 text-left shadow-sm placeholder:text-muted-foreground focus:border-ring focus:placeholder-transparent focus:ring-ring disabled:cursor-not-allowed disabled:opacity-50 sm:text-sm;
@@ -192,10 +204,18 @@
     @apply flex w-full;
   }
 
+  .loading-page-panel {
+    @apply h-full w-full flex justify-center items-center bg-muted;
+  }
+
   .main-page-panel {
     @apply flex-max-width h-full flex-col overflow-auto bg-muted px-16;
   }
 
+  .admin-page-panel {
+    @apply flex-max-width h-full flex-col overflow-auto bg-muted px-16;
+  }
+
   .main-page-nav-arrangement {
     @apply flex-max-width justify-between px-6 py-12 pb-2;
   }
@@ -212,6 +232,10 @@
     @apply flex w-[60%] px-6 pb-14 text-muted-foreground;
   }
 
+  .admin-page-description-text {
+    @apply flex w-[80%] px-6 pb-8 text-muted-foreground;
+  }
+
   .main-page-flows-display {
     @apply grid w-full gap-4 p-4 md:grid-cols-2 lg:grid-cols-4;
   }
@@ -240,10 +264,10 @@
     @apply grid w-full gap-4 p-4 md:grid-cols-2 lg:grid-cols-4;
   }
   .generic-node-div {
-    @apply relative flex w-96 flex-col justify-center rounded-lg bg-background;
+    @apply relative flex flex-col justify-center bg-background;
   }
   .generic-node-div-title {
-    @apply flex w-full items-center justify-between gap-8 rounded-t-lg border-b bg-muted p-4;
+    @apply flex w-full items-center gap-8  border-b bg-muted p-4;
   }
   .generic-node-title-arrangement {
     @apply flex-max-width items-center truncate;
@@ -287,7 +311,7 @@
     @apply hover:text-accent-foreground hover:transition-all;
   }
   .generic-node-desc {
-    @apply h-full w-full py-5 text-foreground;
+    @apply h-full w-full  text-foreground;
   }
   .generic-node-desc-text {
     @apply w-full px-5 pb-3 text-sm text-muted-foreground;
@@ -484,10 +508,10 @@
     @apply flex-max-width h-12 items-center justify-between border-border bg-muted;
   }
   .header-start-display {
-    @apply flex w-96 items-center justify-start gap-2;
+    @apply flex w-[30%] items-center justify-start gap-2;
   }
   .header-end-division {
-    @apply flex w-96 justify-end px-2;
+    @apply flex w-[30%] justify-end px-2;
   }
   .header-end-display {
     @apply ml-auto mr-2 flex items-center gap-5;
@@ -495,6 +519,12 @@
   .header-github-link-box {
     @apply inline-flex h-9 items-center justify-center rounded-md border border-input px-3 pr-0 shadow-sm;
   }
+  .header-waitlist-link-box {
+    @apply inline-flex h-9 items-center justify-center rounded-md border border-input px-2 shadow-sm text-sm  font-medium text-muted-foreground ring-offset-background disabled:pointer-events-none disabled:opacity-50 whitespace-nowrap;
+  }
+  .header-waitlist-link-box:hover {
+    @apply hover:bg-accent hover:text-accent-foreground;
+  }
   .header-github-link {
     @apply header-github-link-box text-sm  font-medium text-muted-foreground ring-offset-background disabled:pointer-events-none disabled:opacity-50;
   }
@@ -1019,4 +1049,16 @@
   .chat-message-highlight {
     @apply rounded-md bg-indigo-100 px-0.5 dark:bg-indigo-900;
   }
+
+  .field-invalid{
+    @apply font-medium text-[0.8rem] text-destructive absolute
+  }
+
+  .label-invalid{
+    @apply text-destructive
+  }
+
+  .input-invalid{
+    @apply border-destructive focus:ring-destructive  focus:border-destructive
+  }
 }
diff --git a/src/frontend/src/style/classes.css b/src/frontend/src/style/classes.css
index b6662e7bf..1e274135d 100644
--- a/src/frontend/src/style/classes.css
+++ b/src/frontend/src/style/classes.css
@@ -29,10 +29,42 @@ pre {
   animation: slideUp 300ms ease-out;
 }
 
-
 .gradient-end {
   animation: gradient-motion-end 3s infinite forwards;
 }
 .gradient-start {
   animation: gradient-motion-start 4s infinite forwards;
 }
+
+input:-webkit-autofill,
+input:-webkit-autofill:hover,
+input:-webkit-autofill:focus,
+textarea:-webkit-autofill,
+textarea:-webkit-autofill:hover,
+textarea:-webkit-autofill:focus,
+select:-webkit-autofill,
+select:-webkit-autofill:hover,
+select:-webkit-autofill:focus {
+  -webkit-text-fill-color: black;
+  -webkit-box-shadow: 0 0 0px 1000px #fff6d0 inset;
+  box-shadow: 0 0 0px 1000px #fff6d0 inset;
+  color: black;
+}
+.ace_scrollbar::-webkit-scrollbar {
+  height: 8px;
+  width: 8px;
+}
+
+.ace_scrollbar::-webkit-scrollbar-track {
+  background-color: #f1f1f1;
+}
+
+.ace_scrollbar::-webkit-scrollbar-thumb {
+  background-color: #ccc;
+  border-radius: 999px;
+}
+
+.ace_scrollbar::-webkit-scrollbar-thumb:hover {
+  background-color: #bbb;
+  border-radius: 999px;
+}
diff --git a/src/frontend/src/types/alerts/index.ts b/src/frontend/src/types/alerts/index.ts
index 1d01f0aef..a39be557c 100644
--- a/src/frontend/src/types/alerts/index.ts
+++ b/src/frontend/src/types/alerts/index.ts
@@ -1,12 +1,12 @@
 export type ErrorAlertType = {
   title: string;
-  list: Array<string>;
+  list: Array<string> | undefined;
   id: string;
   removeAlert: (id: string) => void;
 };
 export type NoticeAlertType = {
   title: string;
-  link: string;
+  link: string | undefined;
   id: string;
   removeAlert: (id: string) => void;
 };
diff --git a/src/frontend/src/types/api/index.ts b/src/frontend/src/types/api/index.ts
index 3fa848326..a062274ef 100644
--- a/src/frontend/src/types/api/index.ts
+++ b/src/frontend/src/types/api/index.ts
@@ -1,6 +1,6 @@
 import { Edge, Node, Viewport } from "reactflow";
 //kind and class are just representative names to represent the actual structure of the object received by the API
-
+export type APIDataType = { [key: string]: APIKindType };
 export type APIObjectType = { kind: APIKindType; [key: string]: APIKindType };
 export type APIKindType = { class: APIClassType; [key: string]: APIClassType };
 export type APITemplateType = {
@@ -17,7 +17,7 @@ export type APIClassType = {
   beta?: boolean;
   documentation: string;
   error?: string;
-  [key: string]: Array<string> | string | APITemplateType | boolean;
+  [key: string]: Array<string> | string | APITemplateType | boolean | undefined;
 };
 
 export type TemplateVariableType = {
@@ -37,7 +37,7 @@ export type sendAllProps = {
   name: string;
   description: string;
   viewport: Viewport;
-  inputs: any;
+  inputs: { text?: string };
 
   chatHistory: { message: string | object; isSend: boolean }[];
 };
@@ -62,3 +62,41 @@ export type UploadFileTypeAPI = {
   file_path: string;
   flowId: string;
 };
+
+export type LoginType = {
+  grant_type?: string;
+  username: string;
+  password: string;
+  scrope?: string;
+  client_id?: string;
+  client_secret?: string;
+};
+
+export type LoginAuthType = {
+  access_token: string;
+  refresh_token: string;
+  token_type?: string;
+};
+
+export type changeUser = {
+  username?: string;
+  is_active?: boolean;
+  is_superuser?: boolean;
+  password?: string;
+  profile_image?: string;
+};
+
+export type resetPasswordType = {
+  password?: string;
+  profile_image?: string;
+};
+
+export type Users = {
+  id: string;
+  username: string;
+  is_active: boolean;
+  is_superuser: boolean;
+  profile_image: string;
+  create_at: Date;
+  updated_at: Date;
+};
diff --git a/src/frontend/src/types/components/index.ts b/src/frontend/src/types/components/index.ts
index 5cf87b8d3..be442a4d1 100644
--- a/src/frontend/src/types/components/index.ts
+++ b/src/frontend/src/types/components/index.ts
@@ -1,20 +1,27 @@
 import { ReactElement, ReactNode } from "react";
-import { APIClassType } from "../api";
-import { NodeDataType } from "../flow/index";
+import { ReactFlowJsonObject } from "reactflow";
+import { APIClassType, APITemplateType, TemplateVariableType } from "../api";
+import { ChatMessageType } from "../chat";
+import { FlowStyleType, FlowType, NodeDataType, NodeType } from "../flow/index";
 import { typesContextType } from "../typesContext";
+
 export type InputComponentType = {
   value: string;
   disabled?: boolean;
   onChange: (value: string) => void;
   password: boolean;
+  required?: boolean;
+  isForm?: boolean;
   editNode?: boolean;
   onChangePass?: (value: boolean | boolean) => void;
   showPass?: boolean;
+  placeholder?: string;
+  className?: string;
 };
 export type ToggleComponentType = {
   enabled: boolean;
   setEnabled: (state: boolean) => void;
-  disabled: boolean;
+  disabled: boolean | undefined;
   size: "small" | "medium" | "large";
 };
 export type DropDownComponentType = {
@@ -32,13 +39,14 @@ export type ParameterComponentType = {
   id: string;
   color: string;
   left: boolean;
-  type: string;
+  type: string | undefined;
   required?: boolean;
   name?: string;
-  tooltipTitle: string;
+  tooltipTitle: string | undefined;
   dataContext?: typesContextType;
-  optionalHandle?: Array<String>;
+  optionalHandle?: Array<String> | null;
   info?: string;
+  showNode?: boolean;
 };
 export type InputListComponentType = {
   value: string[];
@@ -47,6 +55,21 @@ export type InputListComponentType = {
   editNode?: boolean;
 };
 
+export type KeyPairListComponentType = {
+  value: any;
+  onChange: (value: Object[]) => void;
+  disabled: boolean;
+  editNode?: boolean;
+  duplicateKey?: boolean;
+};
+
+export type DictComponentType = {
+  value: any;
+  onChange: (value) => void;
+  disabled: boolean;
+  editNode?: boolean;
+};
+
 export type TextAreaComponentType = {
   field_name?: string;
   nodeClass?: APIClassType;
@@ -57,6 +80,16 @@ export type TextAreaComponentType = {
   editNode?: boolean;
 };
 
+export type PromptAreaComponentType = {
+  field_name?: string;
+  nodeClass?: APIClassType;
+  setNodeClass?: (value: APIClassType) => void;
+  disabled: boolean;
+  onChange: (value: string[] | string) => void;
+  value: string;
+  editNode?: boolean;
+};
+
 export type CodeAreaComponentType = {
   disabled: boolean;
   onChange: (value: string[] | string) => void;
@@ -82,7 +115,7 @@ export type DisclosureComponentType = {
   openDisc: boolean;
   button: {
     title: string;
-    Icon: any;
+    Icon: React.ElementType;
     buttons?: {
       Icon: ReactElement;
       title: string;
@@ -142,7 +175,7 @@ export type ShadTooltipProps = {
   style?: string;
 };
 export type ShadToolTipType = {
-  content?: ReactNode;
+  content?: ReactNode | null;
   side?: "top" | "right" | "bottom" | "left";
   asChild?: boolean;
   children?: ReactElement;
@@ -164,10 +197,394 @@ export interface IVarHighlightType {
 
 export type IconComponentProps = {
   name: string;
-  className: string;
+  className?: string;
   iconColor?: string;
+  onClick?: () => void;
 };
 
+export type InputProps = {
+  name: string | null;
+  description: string | null;
+  maxLength?: number;
+  flows: Array<{ id: string; name: string; description: string }>;
+  tabId: string;
+  invalidName?: boolean;
+  setName: (name: string) => void;
+  setDescription: (description: string) => void;
+  setInvalidName?: (invalidName: boolean) => void;
+};
+
+export type TooltipProps = {
+  selector: string;
+  content?: string;
+  disabled?: boolean;
+  htmlContent?: React.ReactNode;
+  className?: string; // This should use !impornant to override the default styles eg: '!bg-white'
+  position?: "top" | "right" | "bottom" | "left";
+  clickable?: boolean;
+  children: React.ReactNode;
+  delayShow?: number;
+};
+
+export type LoadingComponentProps = {
+  remSize: number;
+};
+
+export type ContentProps = { children: ReactNode };
+export type HeaderProps = { children: ReactNode; description: string };
+
 export interface languageMap {
   [key: string]: string | undefined;
 }
+
+export type signUpInputStateType = {
+  password: string;
+  cnfPassword: string;
+  username: string;
+};
+
+export type inputHandlerEventType = {
+  target: {
+    value: string | boolean;
+    name: string;
+  };
+};
+export type PaginatorComponentType = {
+  pageSize: number;
+  pageIndex: number;
+  rowsCount?: number[];
+  totalRowsCount: number;
+  paginate: (pageIndex: number, pageSize: number) => void;
+};
+
+export type ConfirmationModalType = {
+  title: string;
+  titleHeader: string;
+  asChild?: boolean;
+  modalContent: string;
+  modalContentTitle: string;
+  cancelText: string;
+  confirmationText: string;
+  children: ReactElement;
+  icon: string;
+  data: any;
+  index: number;
+  onConfirm: (index, data) => void;
+};
+
+export type UserManagementType = {
+  title: string;
+  titleHeader: string;
+  cancelText: string;
+  confirmationText: string;
+  children: ReactElement;
+  icon: string;
+  data?: any;
+  index?: number;
+  asChild?: boolean;
+  onConfirm: (index, data) => void;
+};
+
+export type loginInputStateType = {
+  username: string;
+  password: string;
+};
+
+export type patchUserInputStateType = {
+  password: string;
+  cnfPassword: string;
+  gradient: string;
+};
+
+export type UserInputType = {
+  username: string;
+  password: string;
+  is_active?: boolean;
+  is_superuser?: boolean;
+  id?: string;
+  create_at?: string;
+  updated_at?: string;
+};
+
+export type ApiKeyType = {
+  title: string;
+  cancelText: string;
+  confirmationText: string;
+  children: ReactElement;
+  icon: string;
+  data?: any;
+  onCloseModal: () => void;
+};
+
+export type ApiKeyInputType = {
+  apikeyname: string;
+};
+export type groupedObjType = {
+  family: string;
+  type: string;
+};
+
+type test = {
+  [char: string]: string;
+};
+
+export type tweakType = Array<{
+  [key: string]: {
+    [char: string]: string;
+  } & FlowStyleType;
+}>;
+
+export type uniqueTweakType = {
+  [key: string]: {
+    [char: string]: string;
+  } & FlowStyleType;
+};
+
+export type apiModalTweakType = {
+  current: Array<{
+    [key: string]: {
+      [char: string]: string | number;
+    };
+  }>;
+};
+
+export type nodeToolbarType = {
+  data: {
+    id: string;
+    type: string;
+    node: {
+      base_classes: string[];
+      description: string;
+      display_name: string;
+      documentation: string;
+      template: APITemplateType;
+    };
+    value: void;
+  };
+  deleteNode: (idx: string) => void;
+  openPopUp: (element: JSX.Element) => JSX.Element;
+};
+
+export type chatTriggerPropType = {
+  open: boolean;
+  isBuilt: boolean;
+  canOpen: boolean;
+  setOpen: (can: boolean) => void;
+};
+
+export type headerFlowsType = {
+  data: ReactFlowJsonObject | null;
+  description: string;
+  id: string;
+  name: string;
+  style?: FlowStyleType;
+};
+
+export type menuBarPropsType = {
+  flows: Array<headerFlowsType>;
+  tabId: string;
+};
+
+export type chatInputType = {
+  chatValue: string;
+  inputRef: {
+    current: any;
+  };
+  lockChat: boolean;
+  noInput: boolean;
+  sendMessage: () => void;
+  setChatValue: (value: string) => void;
+};
+
+export type editNodeToggleType = {
+  advanced?: boolean;
+  info?: string;
+  list: boolean;
+  multiline?: boolean;
+  name?: string;
+  password?: boolean;
+  placeholder?: string;
+  required: boolean;
+  show: boolean;
+  type: string;
+};
+
+export interface Props {
+  language: string;
+  value: string;
+}
+
+export type fileCardPropsType = {
+  fileName: string;
+  content: string;
+  fileType: string;
+};
+
+export type nodeToolbarPropsType = {
+  data: NodeDataType;
+  deleteNode: (idx: string) => void;
+  setData: (newState: NodeDataType) => void;
+  setShowNode: (boolean: any) => void;
+  numberOfHandles: boolean[] | [];
+  showNode: boolean;
+};
+
+export type parsedDataType = {
+  id: string;
+  params: string;
+  progress: number;
+  valid: boolean;
+};
+
+export type SanitizedHTMLWrapperType = {
+  className: string;
+  content: string;
+  onClick: () => void;
+  suppressWarning?: boolean;
+};
+
+export type iconsType = {
+  [key: string]: React.ElementType;
+};
+
+export type modalHeaderType = {
+  children: ReactNode;
+  description: string | null;
+};
+
+export type codeAreaModalPropsType = {
+  setValue: (value: string) => void;
+  value: string;
+  nodeClass: APIClassType | undefined;
+  setNodeClass: (Class: APIClassType) => void | undefined;
+  children: ReactNode;
+  dynamic?: boolean;
+};
+
+export type chatMessagePropsType = {
+  chat: ChatMessageType;
+  lockChat: boolean;
+  lastMessage: boolean;
+};
+
+export type formModalPropsType = {
+  open: boolean;
+  setOpen: Function;
+  flow: FlowType;
+};
+
+export type genericModalPropsType = {
+  field_name?: string;
+  setValue: (value: string) => void;
+  value: string;
+  buttonText: string;
+  modalTitle: string;
+  type: number;
+  nodeClass?: APIClassType;
+  setNodeClass?: (Class: APIClassType) => void;
+  children: ReactNode;
+};
+
+export type buttonBoxPropsType = {
+  onClick: () => void;
+  title: string;
+  description: string;
+  icon: ReactNode;
+  bgColor: string;
+  textColor: string;
+  deactivate?: boolean;
+  size: "small" | "medium" | "big";
+};
+
+export type FlowSettingsPropsType = {
+  open: boolean;
+  setOpen: (open: boolean) => void;
+};
+
+export type groupDataType = {
+  [char: string]: string;
+};
+
+export type cardComponentPropsType = {
+  flow: FlowType;
+  id: string;
+  onDelete?: () => void;
+  button?: JSX.Element;
+};
+
+type tabsArrayType = {
+  code: string;
+  image: string;
+  language: string;
+  mode: string;
+  name: string;
+  description?: string;
+};
+
+type getValueNodeType = {
+  id: string;
+  node: NodeType;
+  type: string;
+  value: null;
+};
+
+type codeTabsFuncTempType = {
+  [key: string]: string | boolean;
+};
+
+export type codeTabsPropsType = {
+  flow?: FlowType;
+  tabs: Array<tabsArrayType>;
+  activeTab: string;
+  setActiveTab: (value: string) => void;
+  isMessage?: boolean;
+  tweaks?: {
+    tweak?: { current: tweakType };
+    tweaksList?: { current: Array<string> };
+    buildContent?: (value: string) => ReactNode;
+    getValue?: (
+      value: string,
+      node: NodeType,
+      template: TemplateVariableType
+    ) => string;
+    buildTweakObject?: (
+      tw: string,
+      changes: string | string[] | boolean | number,
+      template: TemplateVariableType
+    ) => string | void;
+  };
+};
+
+export type crashComponentPropsType = {
+  error: {
+    message: string;
+    stack: string;
+  };
+  resetErrorBoundary: (args) => void;
+};
+
+export type validationStatusType = {
+  id: string;
+  params: string;
+  progress: number;
+  valid: boolean;
+};
+
+export type ApiKey = {
+  id: string;
+  api_key: string;
+  name: string;
+  created_at: string;
+  last_used_at: string;
+  total_uses: number;
+};
+export type fetchErrorComponentType = {
+  message: string;
+  description: string;
+};
+
+export type dropdownButtonPropsType = {
+  firstButtonName: string;
+  onFirstBtnClick: () => void;
+  options: Array<{ name: string; onBtnClick: () => void }>;
+};
diff --git a/src/frontend/src/types/contexts/auth.ts b/src/frontend/src/types/contexts/auth.ts
new file mode 100644
index 000000000..4946efa44
--- /dev/null
+++ b/src/frontend/src/types/contexts/auth.ts
@@ -0,0 +1,17 @@
+import { Users } from "../api";
+
+export type AuthContextType = {
+  isAdmin: boolean;
+  setIsAdmin: (isAdmin: boolean) => void;
+  isAuthenticated: boolean;
+  accessToken: string | null;
+  refreshToken: string | null;
+  login: (accessToken: string, refreshToken: string) => void;
+  logout: () => void;
+  userData: Users | null;
+  setUserData: (userData: Users | null) => void;
+  getAuthentication: () => boolean;
+  authenticationErrorCount: number;
+  autoLogin: boolean;
+  setAutoLogin: (autoLogin: boolean) => void;
+};
diff --git a/src/frontend/src/types/flow/index.ts b/src/frontend/src/types/flow/index.ts
index 9f947950c..b64c09e86 100644
--- a/src/frontend/src/types/flow/index.ts
+++ b/src/frontend/src/types/flow/index.ts
@@ -4,7 +4,7 @@ import { APIClassType } from "../api/index";
 export type FlowType = {
   name: string;
   id: string;
-  data: ReactFlowJsonObject;
+  data: ReactFlowJsonObject | null;
   description: string;
   style?: FlowStyleType;
 };
@@ -14,11 +14,11 @@ export type NodeType = {
   position: XYPosition;
   data: NodeDataType;
 };
+
 export type NodeDataType = {
   type: string;
   node?: APIClassType;
   id: string;
-  value: any;
 };
 // FlowStyleType is the type of the style object that is used to style the
 // Flow card with an emoji and a color.
diff --git a/src/frontend/src/types/tabs/index.ts b/src/frontend/src/types/tabs/index.ts
index 82934cf35..4c5b99dd7 100644
--- a/src/frontend/src/types/tabs/index.ts
+++ b/src/frontend/src/types/tabs/index.ts
@@ -1,14 +1,18 @@
-import { Dispatch, SetStateAction } from "react";
-import { FlowType, TweaksType } from "../flow";
+import { tweakType } from "../components";
+import { FlowType } from "../flow";
 
 export type TabsContextType = {
   saveFlow: (flow: FlowType) => Promise<void>;
   save: () => void;
   tabId: string;
+  isLoading: boolean;
   setTabId: (index: string) => void;
   flows: Array<FlowType>;
   removeFlow: (id: string) => void;
-  addFlow: (flowData?: FlowType, newProject?: boolean) => Promise<String>;
+  addFlow: (
+    flow?: FlowType,
+    newProject?: Boolean
+  ) => Promise<String | undefined>;
   updateFlow: (newFlow: FlowType) => void;
   incrementNodeId: () => string;
   downloadFlow: (
@@ -20,19 +24,19 @@ export type TabsContextType = {
   uploadFlows: () => void;
   isBuilt: boolean;
   setIsBuilt: (state: boolean) => void;
-  uploadFlow: (newFlow?: boolean, file?: File) => void;
+  uploadFlow: (newFlow?: boolean, file?: File) => Promise<String | undefined>;
   hardReset: () => void;
   getNodeId: (nodeType: string) => string;
   tabsState: TabsState;
-  setTabsState: Dispatch<SetStateAction<TabsState>>;
+  setTabsState: (state: TabsState) => void;
   paste: (
     selection: { nodes: any; edges: any },
     position: { x: number; y: number; paneX?: number; paneY?: number }
   ) => void;
-  lastCopiedSelection: { nodes: any; edges: any };
+  lastCopiedSelection: { nodes: any; edges: any } | null;
   setLastCopiedSelection: (selection: { nodes: any; edges: any }) => void;
-  setTweak: (tweak: TweaksType) => void;
-  getTweak: TweaksType[];
+  setTweak: (tweak: tweakType) => tweakType | void;
+  getTweak: tweakType;
 };
 
 export type TabsState = {
@@ -46,3 +50,8 @@ export type TabsState = {
     };
   };
 };
+
+export type errorsVarType = {
+  title: string;
+  list?: Array<string>;
+};
diff --git a/src/frontend/src/types/typesContext/index.ts b/src/frontend/src/types/typesContext/index.ts
index 64b6e3e9d..40f5b21ab 100644
--- a/src/frontend/src/types/typesContext/index.ts
+++ b/src/frontend/src/types/typesContext/index.ts
@@ -1,5 +1,6 @@
-import { ReactFlowInstance } from "reactflow";
-import { APIClassType } from "../api";
+import { Edge, Node, ReactFlowInstance } from "reactflow";
+import { AlertItemType } from "../alerts";
+import { APIClassType, APIDataType } from "../api";
 
 const types: { [char: string]: string } = {};
 const template: { [char: string]: APIClassType } = {};
@@ -7,12 +8,99 @@ const data: { [char: string]: string } = {};
 
 export type typesContextType = {
   reactFlowInstance: ReactFlowInstance | null;
-  setReactFlowInstance: any;
+  setReactFlowInstance: (newState: ReactFlowInstance) => void;
   deleteNode: (idx: string) => void;
   types: typeof types;
   setTypes: (newState: {}) => void;
   templates: typeof template;
   setTemplates: (newState: {}) => void;
-  data: typeof data;
+  data: APIDataType;
   setData: (newState: {}) => void;
+  fetchError: boolean;
+  setFetchError: (newState: boolean) => void;
+};
+
+export type alertContextType = {
+  errorData: { title: string; list?: Array<string> };
+  setErrorData: (newState: { title: string; list?: Array<string> }) => void;
+  errorOpen: boolean;
+  setErrorOpen: (newState: boolean) => void;
+  noticeData: { title: string; link?: string };
+  setNoticeData: (newState: { title: string; link?: string }) => void;
+  noticeOpen: boolean;
+  setNoticeOpen: (newState: boolean) => void;
+  successData: { title: string };
+  setSuccessData: (newState: { title: string }) => void;
+  successOpen: boolean;
+  setSuccessOpen: (newState: boolean) => void;
+  notificationCenter: boolean;
+  setNotificationCenter: (newState: boolean) => void;
+  notificationList: Array<AlertItemType>;
+  pushNotificationList: (Object: AlertItemType) => void;
+  clearNotificationList: () => void;
+  removeFromNotificationList: (index: string) => void;
+  loading: boolean;
+  setLoading: (newState: boolean) => void;
+};
+
+export type darkContextType = {
+  dark: {};
+  setDark: (newState: {}) => void;
+  stars: number;
+  setStars: (stars: number) => void;
+  gradientIndex: number;
+  setGradientIndex: (index: number) => void;
+};
+
+export type locationContextType = {
+  current: Array<string>;
+  setCurrent: (newState: Array<string>) => void;
+  isStackedOpen: boolean;
+  setIsStackedOpen: (newState: boolean) => void;
+  showSideBar: boolean;
+  setShowSideBar: (newState: boolean) => void;
+  extraNavigation: {
+    title: string;
+    options?: Array<{
+      name: string;
+      href: string;
+      icon: React.ElementType;
+      children?: Array<JSX.Element>;
+    }>;
+  };
+  setExtraNavigation: (newState: {
+    title: string;
+    options?: Array<{
+      name: string;
+      href: string;
+      icon: React.ElementType;
+      children?: Array<JSX.Element>;
+    }>;
+  }) => void;
+  extraComponent: any;
+  setExtraComponent: (newState: JSX.Element) => void;
+};
+
+export type undoRedoContextType = {
+  undo: () => void;
+  redo: () => void;
+  takeSnapshot: () => void;
+};
+
+export type UseUndoRedoOptions = {
+  maxHistorySize: number;
+  enableShortcuts: boolean;
+};
+
+export type UseUndoRedo = (options?: UseUndoRedoOptions) => {
+  undo: () => void;
+  redo: () => void;
+  takeSnapshot: () => void;
+  canUndo: boolean;
+  canRedo: boolean;
+};
+
+export type HistoryItem = {
+  nodes: Node[];
+  edges: Edge[];
 };
diff --git a/src/frontend/src/types/utils/reactflowUtils.ts b/src/frontend/src/types/utils/reactflowUtils.ts
index ecbbda4e4..9944fdba4 100644
--- a/src/frontend/src/types/utils/reactflowUtils.ts
+++ b/src/frontend/src/types/utils/reactflowUtils.ts
@@ -1,4 +1,4 @@
-import { Edge } from "reactflow";
+import { Edge, Node } from "reactflow";
 import { NodeType } from "../flow";
 
 export type cleanEdgesType = {
@@ -8,3 +8,8 @@ export type cleanEdgesType = {
   };
   updateEdge: (edge: Edge[]) => void;
 };
+
+export type unselectAllNodesType = {
+  updateNodes: (nodes: Node[]) => void;
+  data: Node[] | null;
+};
diff --git a/src/frontend/src/utils/reactflowUtils.ts b/src/frontend/src/utils/reactflowUtils.ts
index ff486ebb2..df8c784c4 100644
--- a/src/frontend/src/utils/reactflowUtils.ts
+++ b/src/frontend/src/utils/reactflowUtils.ts
@@ -1,8 +1,18 @@
 import _ from "lodash";
-import { Connection, Edge, ReactFlowInstance } from "reactflow";
+import {
+  Connection,
+  Edge,
+  Node,
+  ReactFlowInstance,
+  ReactFlowJsonObject,
+} from "reactflow";
+import { specialCharsRegex } from "../constants/constants";
 import { APITemplateType } from "../types/api";
 import { FlowType, NodeType } from "../types/flow";
-import { cleanEdgesType } from "../types/utils/reactflowUtils";
+import {
+  cleanEdgesType,
+  unselectAllNodesType,
+} from "../types/utils/reactflowUtils";
 import { toNormalCase } from "./utils";
 
 export function cleanEdges({
@@ -15,7 +25,7 @@ export function cleanEdges({
     const sourceNode = nodes.find((node) => node.id === edge.source);
     const targetNode = nodes.find((node) => node.id === edge.target);
     if (!sourceNode || !targetNode) {
-      newEdges = newEdges.filter((e) => e.id !== edge.id);
+      newEdges = newEdges.filter((edg) => edg.id !== edge.id);
     }
     // check if the source and target handle still exists
     if (sourceNode && targetNode) {
@@ -24,8 +34,8 @@ export function cleanEdges({
       if (targetHandle) {
         const field = targetHandle.split("|")[1];
         const id =
-          (targetNode.data.node.template[field]?.input_types?.join(";") ??
-            targetNode.data.node.template[field]?.type) +
+          (targetNode.data.node?.template[field]?.input_types?.join(";") ??
+            targetNode.data.node?.template[field]?.type) +
           "|" +
           field +
           "|" +
@@ -38,10 +48,10 @@ export function cleanEdges({
         const id = [
           sourceNode.data.type,
           sourceNode.data.id,
-          ...sourceNode.data.node.base_classes,
+          ...sourceNode.data.node?.base_classes!,
         ].join("|");
         if (id !== sourceHandle) {
-          newEdges = newEdges.filter((e) => e.id !== edge.id);
+          newEdges = newEdges.filter((edg) => edg.id !== edge.id);
         }
       }
     }
@@ -49,27 +59,35 @@ export function cleanEdges({
   updateEdge(newEdges);
 }
 
+export function unselectAllNodes({ updateNodes, data }: unselectAllNodesType) {
+  let newNodes = _.cloneDeep(data);
+  newNodes!.forEach((node: Node) => {
+    node.selected = false;
+  });
+  updateNodes(newNodes!);
+}
+
 export function isValidConnection(
   { source, target, sourceHandle, targetHandle }: Connection,
   reactFlowInstance: ReactFlowInstance
 ) {
   if (
     targetHandle
-      .split("|")[0]
+      ?.split("|")[0]
       .split(";")
-      .some((n) => n === sourceHandle.split("|")[0]) ||
+      .some((target) => target === sourceHandle?.split("|")[0]) ||
     sourceHandle
-      .split("|")
+      ?.split("|")
       .slice(2)
-      .some((t) =>
+      .some((target) =>
         targetHandle
-          .split("|")[0]
+          ?.split("|")[0]
           .split(";")
-          .some((n) => n === t)
+          .some((n) => n === target)
       ) ||
-    targetHandle.split("|")[0] === "str"
+    targetHandle?.split("|")[0] === "str"
   ) {
-    let targetNode = reactFlowInstance?.getNode(target)?.data?.node;
+    let targetNode = reactFlowInstance?.getNode(target!)?.data?.node;
     if (!targetNode) {
       if (
         !reactFlowInstance
@@ -79,11 +97,11 @@ export function isValidConnection(
         return true;
       }
     } else if (
-      (!targetNode.template[targetHandle.split("|")[1]].list &&
+      (!targetNode.template[targetHandle?.split("|")[1]!].list &&
         !reactFlowInstance
           .getEdges()
           .find((e) => e.targetHandle === targetHandle)) ||
-      targetNode.template[targetHandle.split("|")[1]].list
+      targetNode.template[targetHandle?.split("|")[1]!].list
     ) {
       return true;
     }
@@ -93,7 +111,7 @@ export function isValidConnection(
 
 export function removeApiKeys(flow: FlowType): FlowType {
   let cleanFLow = _.cloneDeep(flow);
-  cleanFLow.data.nodes.forEach((node) => {
+  cleanFLow.data!.nodes.forEach((node) => {
     for (const key in node.data.node.template) {
       if (node.data.node.template[key].password) {
         node.data.node.template[key].value = "";
@@ -126,53 +144,56 @@ export function updateTemplate(
   return clonedObject;
 }
 
-export function updateIds(newFlow, getNodeId) {
+export function updateIds(
+  newFlow: ReactFlowJsonObject,
+  getNodeId: (type: string) => string
+) {
   let idsMap = {};
 
-  newFlow.nodes.forEach((n: NodeType) => {
+  newFlow.nodes.forEach((node: NodeType) => {
     // Generate a unique node ID
-    let newId = getNodeId(n.data.type);
-    idsMap[n.id] = newId;
-    n.id = newId;
-    n.data.id = newId;
+    let newId = getNodeId(node.data.type);
+    idsMap[node.id] = newId;
+    node.id = newId;
+    node.data.id = newId;
     // Add the new node to the list of nodes in state
   });
 
-  newFlow.edges.forEach((e) => {
-    e.source = idsMap[e.source];
-    e.target = idsMap[e.target];
-    let sourceHandleSplitted = e.sourceHandle.split("|");
-    e.sourceHandle =
+  newFlow.edges.forEach((edge) => {
+    edge.source = idsMap[edge.source];
+    edge.target = idsMap[edge.target];
+    let sourceHandleSplitted = edge.sourceHandle!.split("|");
+    edge.sourceHandle =
       sourceHandleSplitted[0] +
       "|" +
-      e.source +
+      edge.source +
       "|" +
       sourceHandleSplitted.slice(2).join("|");
-    let targetHandleSplitted = e.targetHandle.split("|");
-    e.targetHandle =
-      targetHandleSplitted.slice(0, -1).join("|") + "|" + e.target;
-    e.id =
+    let targetHandleSplitted = edge.targetHandle!.split("|");
+    edge.targetHandle =
+      targetHandleSplitted.slice(0, -1).join("|") + "|" + edge.target;
+    edge.id =
       "reactflow__edge-" +
-      e.source +
-      e.sourceHandle +
+      edge.source +
+      edge.sourceHandle +
       "-" +
-      e.target +
-      e.targetHandle;
+      edge.target +
+      edge.targetHandle;
   });
 }
 
-export function buildTweaks(flow) {
-  return flow.data.nodes.reduce((acc, node) => {
+export function buildTweaks(flow: FlowType) {
+  return flow.data!.nodes.reduce((acc, node) => {
     acc[node.data.id] = {};
     return acc;
   }, {});
 }
 
 export function validateNode(
-  n: NodeType,
+  node: NodeType,
   reactFlowInstance: ReactFlowInstance
 ): Array<string> {
-  if (!n.data?.node?.template || !Object.keys(n.data.node.template)) {
+  if (!node.data?.node?.template || !Object.keys(node.data.node.template)) {
     return [
       "We've noticed a potential issue with a node in the flow. Please review it and, if necessary, submit a bug report with your exported flow file. Thank you for your help!",
     ];
@@ -181,32 +202,51 @@ export function validateNode(
   const {
     type,
     node: { template },
-  } = n.data;
+  } = node.data;
 
-  return Object.keys(template).reduce(
-    (errors: Array<string>, t) =>
-      errors.concat(
-        template[t].required &&
-          template[t].show &&
-          (template[t].value === undefined ||
-            template[t].value === null ||
-            template[t].value === "") &&
-          !reactFlowInstance
-            .getEdges()
-            .some(
-              (e) =>
-                e.targetHandle.split("|")[1] === t &&
-                e.targetHandle.split("|")[2] === n.id
-            )
-          ? [
-              `${type} is missing ${
-                template.display_name || toNormalCase(template[t].name)
-              }.`,
-            ]
-          : []
-      ),
-    [] as string[]
-  );
+  return Object.keys(template).reduce((errors: Array<string>, t) => {
+    if (
+      template[t].required &&
+      template[t].show &&
+      (template[t].value === undefined ||
+        template[t].value === null ||
+        template[t].value === "") &&
+      !reactFlowInstance
+        .getEdges()
+        .some(
+          (edge) =>
+            edge.targetHandle?.split("|")[1] === t &&
+            edge.targetHandle.split("|")[2] === node.id
+        )
+    ) {
+      errors.push(
+        `${type} is missing ${
+          template.display_name || toNormalCase(template[t].name)
+        }.`
+      );
+    } else if (
+      template[t].type === "dict" &&
+      template[t].required &&
+      template[t].show &&
+      (template[t].value !== undefined ||
+        template[t].value !== null ||
+        template[t].value !== "")
+    ) {
+      if (hasDuplicateKeys(template[t].value))
+        errors.push(
+          `${type} (${
+            template.display_name || template[t].name
+          }) contains duplicate keys with the same values.`
+        );
+      if (hasEmptyKey(template[t].value))
+        errors.push(
+          `${type} (${
+            template.display_name || template[t].name
+          }) field must not be empty.`
+        );
+    }
+    return errors;
+  }, [] as string[]);
 }
 
 export function validateNodes(reactFlowInstance: ReactFlowInstance) {
@@ -233,6 +273,35 @@ export function addVersionToDuplicates(flow: FlowType, flows: FlowType[]) {
   return newName;
 }
 
+export function handleKeyDown(
+  e:
+    | React.KeyboardEvent<HTMLInputElement>
+    | React.KeyboardEvent<HTMLTextAreaElement>,
+  inputValue: string | string[] | null,
+  block: string
+) {
+  //condition to fix bug control+backspace on Windows/Linux
+  if (
+    (typeof inputValue === "string" &&
+      (e.metaKey === true || e.ctrlKey === true) &&
+      e.key === "Backspace" &&
+      (inputValue === block ||
+        inputValue?.charAt(inputValue?.length - 1) === " " ||
+        specialCharsRegex.test(inputValue?.charAt(inputValue?.length - 1)))) ||
+    (navigator.userAgent.toUpperCase().includes("MAC") &&
+      e.ctrlKey === true &&
+      e.key === "Backspace")
+  ) {
+    e.preventDefault();
+    e.stopPropagation();
+  }
+
+  if (e.ctrlKey === true && e.key === "Backspace" && inputValue === block) {
+    e.preventDefault();
+    e.stopPropagation();
+  }
+}
+
 export function getConnectedNodes(
   edge: Edge,
   nodes: Array<NodeType>
@@ -241,3 +310,58 @@ export function getConnectedNodes(
   const targetId = edge.target;
   return nodes.filter((node) => node.id === targetId || node.id === sourceId);
 }
+
+export function convertObjToArray(singleObject) {
+  if (Array.isArray(singleObject)) return singleObject;
+
+  let arrConverted: any = [];
+  for (const key in singleObject) {
+    if (singleObject.hasOwnProperty(key)) {
+      const newObj = {};
+      newObj[key] = singleObject[key];
+      arrConverted.push(newObj);
+    }
+  }
+  return arrConverted;
+}
+
+export function hasDuplicateKeys(array) {
+  const keys = {};
+  for (const obj of array) {
+    for (const key in obj) {
+      if (keys[key]) {
+        return true;
+      }
+      keys[key] = true;
+    }
+  }
+  return false;
+}
+
+export function hasEmptyKey(objArray) {
+  for (const obj of objArray) {
+    for (const key in obj) {
+      if (obj.hasOwnProperty(key) && key === "") {
+        return true; // Found an empty key
+      }
+    }
+  }
+  return false; // No empty keys found
+}
+
+export function convertValuesToNumbers(arr) {
+  return arr.map((obj) => {
+    const newObj = {};
+    for (const key in obj) {
+      if (obj.hasOwnProperty(key)) {
+        let value = obj[key];
+        if (/\s/g.test(value)) {
+          value = value.trim();
+        }
+        newObj[key] =
+          value === "" || isNaN(value) ? value.toString() : Number(value);
+      }
+    }
+    return newObj;
+  });
+}
diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts
index 42fbe8773..14bafb78b 100644
--- a/src/frontend/src/utils/styleUtils.ts
+++ b/src/frontend/src/utils/styleUtils.ts
@@ -1,10 +1,15 @@
 import {
+  ArrowUpToLine,
   Bell,
+  BookMarked,
   Check,
   CheckCircle2,
   ChevronDown,
   ChevronLeft,
   ChevronRight,
+  ChevronUp,
+  ChevronsLeft,
+  ChevronsRight,
   ChevronsUpDown,
   Circle,
   Clipboard,
@@ -17,6 +22,8 @@ import {
   Edit,
   Eraser,
   ExternalLink,
+  Eye,
+  EyeOff,
   File,
   FileDown,
   FileSearch,
@@ -31,19 +38,24 @@ import {
   HelpCircle,
   Home,
   Info,
+  Key,
   Laptop2,
   Layers,
   Lightbulb,
   Link,
   Lock,
   LucideSend,
+  Maximize2,
   Menu,
   MessageCircle,
   MessageSquare,
   MessagesSquare,
+  Minimize2,
+  Minus,
   MoonIcon,
   MoreHorizontal,
   Paperclip,
+  Pencil,
   Plus,
   Redo,
   Rocket,
@@ -51,12 +63,19 @@ import {
   Scissors,
   Search,
   Settings2,
+  Shield,
   Sparkles,
+  Square,
   SunIcon,
   TerminalSquare,
   Trash2,
   Undo,
+  Unplug,
   Upload,
+  User,
+  UserCog2,
+  UserMinus2,
+  UserPlus2,
   Users2,
   Variable,
   Wand2,
@@ -65,6 +84,7 @@ import {
   XCircle,
   Zap,
 } from "lucide-react";
+import { FaApple, FaGithub } from "react-icons/fa";
 import { AirbyteIcon } from "../icons/Airbyte";
 import { AnthropicIcon } from "../icons/Anthropic";
 import { BingIcon } from "../icons/Bing";
@@ -74,7 +94,7 @@ import { EvernoteIcon } from "../icons/Evernote";
 import { FBIcon } from "../icons/FacebookMessenger";
 import { GitBookIcon } from "../icons/GitBook";
 import { GoogleIcon } from "../icons/Google";
-import GradientSparkles from "../icons/GradientSparkles";
+import { GradientSparkles } from "../icons/GradientSparkles";
 import { HuggingFaceIcon } from "../icons/HuggingFace";
 import { IFixIcon } from "../icons/IFixIt";
 import { MetaIcon } from "../icons/Meta";
@@ -91,6 +111,7 @@ import SvgWikipedia from "../icons/Wikipedia/Wikipedia";
 import SvgWolfram from "../icons/Wolfram/Wolfram";
 import { HackerNewsIcon } from "../icons/hackerNews";
 import { SupabaseIcon } from "../icons/supabase";
+import { iconsType } from "../types/components";
 
 export const gradients = [
   "bg-gradient-to-br from-gray-800 via-rose-700 to-violet-900",
@@ -172,7 +193,8 @@ export const nodeNames: { [char: string]: string } = {
   unknown: "Other",
 };
 
-export const nodeIconsLucide = {
+export const nodeIconsLucide: iconsType = {
+  ArrowUpToLine: ArrowUpToLine,
   Chroma: ChromaIcon,
   AirbyteJSONLoader: AirbyteIcon,
   Anthropic: AnthropicIcon,
@@ -205,7 +227,9 @@ export const nodeIconsLucide = {
   SupabaseVectorStore: SupabaseIcon,
   VertexAI: VertexAIIcon,
   ChatVertexAI: VertexAIIcon,
+  VertexAIEmbeddings: VertexAIIcon,
   agents: Rocket,
+  User,
   WikipediaAPIWrapper: SvgWikipedia,
   chains: Link,
   memories: Cpu,
@@ -246,6 +270,7 @@ export const nodeIconsLucide = {
   Bell,
   ChevronLeft,
   ChevronDown,
+  Shield,
   Plus,
   Redo,
   Settings2,
@@ -275,4 +300,22 @@ export const nodeIconsLucide = {
   Upload,
   MessageSquare,
   MoreHorizontal,
+  UserMinus2,
+  UserPlus2,
+  Pencil,
+  ChevronsRight,
+  ChevronsLeft,
+  FaGithub,
+  FaApple,
+  EyeOff,
+  Eye,
+  UserCog2,
+  Key,
+  Unplug,
+  BookMarked,
+  ChevronUp,
+  Minus,
+  Square,
+  Minimize2,
+  Maximize2,
 };
diff --git a/src/frontend/src/utils/utils.ts b/src/frontend/src/utils/utils.ts
index 462e72084..4d9c73f3d 100644
--- a/src/frontend/src/utils/utils.ts
+++ b/src/frontend/src/utils/utils.ts
@@ -1,20 +1,25 @@
 import clsx, { ClassValue } from "clsx";
 import { twMerge } from "tailwind-merge";
 import { ADJECTIVES, DESCRIPTIONS, NOUNS } from "../flow_constants";
-import { IVarHighlightType } from "../types/components";
+import { APIDataType, TemplateVariableType } from "../types/api";
+import {
+  IVarHighlightType,
+  groupedObjType,
+  tweakType,
+} from "../types/components";
 import { FlowType, NodeType } from "../types/flow";
 import { TabsState } from "../types/tabs";
 import { buildTweaks } from "./reactflowUtils";
 
-export function classNames(...classes: Array<string>) {
+export function classNames(...classes: Array<string>): string {
   return classes.filter(Boolean).join(" ");
 }
 
-export function cn(...inputs: ClassValue[]) {
+export function cn(...inputs: ClassValue[]): string {
   return twMerge(clsx(inputs));
 }
 
-export function toNormalCase(str: string) {
+export function toNormalCase(str: string): string {
   let result = str
     .split("_")
     .map((word, index) => {
@@ -36,7 +41,7 @@ export function toNormalCase(str: string) {
     .join(" ");
 }
 
-export function normalCaseToSnakeCase(str: string) {
+export function normalCaseToSnakeCase(str: string): string {
   return str
     .split(" ")
     .map((word, index) => {
@@ -48,7 +53,7 @@ export function normalCaseToSnakeCase(str: string) {
     .join("_");
 }
 
-export function toTitleCase(str: string) {
+export function toTitleCase(str: string): string {
   let result = str
     .split("_")
     .map((word, index) => {
@@ -75,7 +80,7 @@ export function toTitleCase(str: string) {
 }
 
 export const upperCaseWords: string[] = ["llm", "uri"];
-export function checkUpperWords(str: string) {
+export function checkUpperWords(str: string): string {
   const words = str.split(" ").map((word) => {
     return upperCaseWords.includes(word.toLowerCase())
       ? word.toUpperCase()
@@ -88,10 +93,23 @@ export function checkUpperWords(str: string) {
 export const isWrappedWithClass = (event: any, className: string | undefined) =>
   event.target.closest(`.${className}`);
 
-export function groupByFamily(data, baseClasses, left, flow?: NodeType[]) {
+export function groupByFamily(
+  data: APIDataType,
+  baseClasses: string,
+  left: boolean,
+  flow?: NodeType[]
+): groupedObjType[] {
   const baseClassesSet = new Set(baseClasses.split("\n"));
-  let arrOfPossibleInputs = [];
-  let arrOfPossibleOutputs = [];
+  let arrOfPossibleInputs: Array<{
+    category: string;
+    nodes: string[];
+    full: boolean;
+  }> = [];
+  let arrOfPossibleOutputs: Array<{
+    category: string;
+    nodes: string[];
+    full: boolean;
+  }> = [];
   let checkedNodes = new Map();
   const excludeTypes = new Set([
     "str",
@@ -103,11 +121,14 @@ export function groupByFamily(data, baseClasses, left, flow?: NodeType[]) {
     "int",
   ]);
 
-  const checkBaseClass = (t: any) =>
-    t.type &&
-    t.show &&
-    ((!excludeTypes.has(t.type) && baseClassesSet.has(t.type)) ||
-      (t.input_types && t.input_types.some((x) => baseClassesSet.has(x))));
+  const checkBaseClass = (template: TemplateVariableType) =>
+    template.type &&
+    template.show &&
+    ((!excludeTypes.has(template.type) && baseClassesSet.has(template.type)) ||
+      (template.input_types &&
+        template.input_types.some((inputType) =>
+          baseClassesSet.has(inputType)
+        )));
 
   if (flow) {
     for (const node of flow) {
@@ -116,27 +137,29 @@ export function groupByFamily(data, baseClasses, left, flow?: NodeType[]) {
       checkedNodes.set(nodeData.type, {
         hasBaseClassInTemplate:
           foundNode?.hasBaseClassInTemplate ||
-          Object.values(nodeData.node.template).some(checkBaseClass),
+          Object.values(nodeData.node!.template).some(checkBaseClass),
         hasBaseClassInBaseClasses:
           foundNode?.hasBaseClassInBaseClasses ||
-          nodeData.node.base_classes.some((t) => baseClassesSet.has(t)),
+          nodeData.node!.base_classes.some((baseClass) =>
+            baseClassesSet.has(baseClass)
+          ),
       });
     }
   }
 
   for (const [d, nodes] of Object.entries(data)) {
-    let tempInputs = [],
-      tempOutputs = [];
+    let tempInputs: string[] = [],
+      tempOutputs: string[] = [];
 
-    for (const [n, node] of Object.entries(nodes)) {
+    for (const [n, node] of Object.entries(nodes!)) {
       let foundNode = checkedNodes.get(n);
       if (!foundNode) {
         foundNode = {
-          hasBaseClassInTemplate: Object.values(node.template).some(
+          hasBaseClassInTemplate: Object.values(node!.template).some(
             checkBaseClass
           ),
-          hasBaseClassInBaseClasses: node.base_classes.some((t) =>
-            baseClassesSet.has(t)
+          hasBaseClassInBaseClasses: node!.base_classes.some((baseClass) =>
+            baseClassesSet.has(baseClass)
           ),
         };
         checkedNodes.set(n, foundNode);
@@ -146,7 +169,7 @@ export function groupByFamily(data, baseClasses, left, flow?: NodeType[]) {
       if (foundNode.hasBaseClassInBaseClasses) tempOutputs.push(n);
     }
 
-    const totalNodes = Object.keys(nodes).length;
+    const totalNodes = Object.keys(nodes!).length;
     if (tempInputs.length)
       arrOfPossibleInputs.push({
         category: d,
@@ -162,22 +185,22 @@ export function groupByFamily(data, baseClasses, left, flow?: NodeType[]) {
   }
 
   return left
-    ? arrOfPossibleOutputs.map((t) => ({
-        family: t.category,
-        type: t.full ? "" : t.nodes.join(", "),
+    ? arrOfPossibleOutputs.map((output) => ({
+        family: output.category,
+        type: output.full ? "" : output.nodes.join(", "),
       }))
-    : arrOfPossibleInputs.map((t) => ({
-        family: t.category,
-        type: t.full ? "" : t.nodes.join(", "),
+    : arrOfPossibleInputs.map((input) => ({
+        family: input.category,
+        type: input.full ? "" : input.nodes.join(", "),
       }));
 }
 
-export function buildInputs(tabsState, id) {
+export function buildInputs(tabsState: TabsState, id: string): string {
   return tabsState &&
     tabsState[id] &&
     tabsState[id].formKeysData &&
     tabsState[id].formKeysData.input_keys &&
-    Object.keys(tabsState[id].formKeysData.input_keys).length > 0
+    Object.keys(tabsState[id].formKeysData.input_keys!).length > 0
     ? JSON.stringify(tabsState[id].formKeysData.input_keys)
     : '{"input": "message"}';
 }
@@ -233,7 +256,7 @@ export function varHighlightHTML({ name }: IVarHighlightType): string {
   return html;
 }
 
-export function buildTweakObject(tweak) {
+export function buildTweakObject(tweak: tweakType) {
   tweak.forEach((el) => {
     Object.keys(el).forEach((key) => {
       for (let kp in el[key]) {
@@ -243,11 +266,32 @@ export function buildTweakObject(tweak) {
       }
     });
   });
-
   const tweakString = JSON.stringify(tweak.at(-1), null, 2);
   return tweakString;
 }
 
+/**
+ * Function to get Chat Input Field
+ * @param {FlowType} flow - The current flow.
+ * @param {TabsState} tabsState - The current tabs state.
+ * @returns {string} - The chat input field
+ */
+export function getChatInputField(flow: FlowType, tabsState?: TabsState) {
+  let chat_input_field = "text";
+
+  if (
+    tabsState &&
+    tabsState[flow.id] &&
+    tabsState[flow.id].formKeysData &&
+    tabsState[flow.id].formKeysData.input_keys
+  ) {
+    chat_input_field = Object.keys(
+      tabsState[flow.id].formKeysData.input_keys!
+    )[0];
+  }
+  return chat_input_field;
+}
+
 /**
  * Function to get the python code for the API
  * @param {string} flowId - The id of the flow
@@ -265,7 +309,7 @@ export function getPythonApiCode(
   //   node.data.id
   // }
   const tweaks = buildTweaks(flow);
-  const inputs = buildInputs(tabsState, flow.id);
+  const inputs = buildInputs(tabsState!, flow.id);
   return `import requests
 from typing import Optional
 
@@ -317,7 +361,7 @@ export function getCurlCode(
 ): string {
   const flowId = flow.id;
   const tweaks = buildTweaks(flow);
-  const inputs = buildInputs(tabsState, flow.id);
+  const inputs = buildInputs(tabsState!, flow.id);
 
   return `curl -X POST \\
   ${window.location.protocol}//${
@@ -343,7 +387,7 @@ export function getPythonCode(
 ): string {
   const flowName = flow.name;
   const tweaks = buildTweaks(flow);
-  const inputs = buildInputs(tabsState, flow.id);
+  const inputs = buildInputs(tabsState!, flow.id);
   return `from langflow import load_flow_from_json
 TWEAKS = ${
     tweak && tweak.length > 0
@@ -364,7 +408,8 @@ flow(inputs)`;
 export function getWidgetCode(flow: FlowType, tabsState?: TabsState): string {
   const flowId = flow.id;
   const flowName = flow.name;
-  const inputs = buildInputs(tabsState, flow.id);
+  const inputs = buildInputs(tabsState!, flow.id);
+  let chat_input_field = getChatInputField(flow, tabsState);
 
   return `<script src="https://cdn.jsdelivr.net/gh/logspace-ai/langflow-embedded-chat@main/dist/build/static/js/bundle.min.js"></script>
 
@@ -375,13 +420,90 @@ chat_input_field: Input key that you want the chat to send the user message with
   window_title="${flowName}"
   flow_id="${flowId}"
   ${
-    tabsState[flow.id] && tabsState[flow.id].formKeysData
+    tabsState![flow.id] && tabsState![flow.id].formKeysData
       ? `chat_inputs='${inputs}'
-  chat_input_field="${
-    Object.keys(tabsState[flow.id].formKeysData.input_keys)[0]
-  }"
+  chat_input_field="${chat_input_field}"
   `
       : ""
-  }host_url="http://localhost:7860" 
+  }host_url="http://localhost:7860"
 ></langflow-chat>`;
 }
+
+export function tabsArray(codes: string[], method: number) {
+  if (!method) return;
+  if (method === 0) {
+    return [
+      {
+        name: "cURL",
+        mode: "bash",
+        image: "https://curl.se/logo/curl-symbol-transparent.png",
+        language: "sh",
+        code: codes[0],
+      },
+      {
+        name: "Python API",
+        mode: "python",
+        image:
+          "https://images.squarespace-cdn.com/content/v1/5df3d8c5d2be5962e4f87890/1628015119369-OY4TV3XJJ53ECO0W2OLQ/Python+API+Training+Logo.png?format=1000w",
+        language: "py",
+        code: codes[1],
+      },
+      {
+        name: "Python Code",
+        mode: "python",
+        image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+        language: "py",
+        code: codes[2],
+      },
+      {
+        name: "Chat Widget HTML",
+        description:
+          "Insert this code anywhere in your &lt;body&gt; tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
+        mode: "html",
+        image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+        language: "py",
+        code: codes[3],
+      },
+    ];
+  }
+  return [
+    {
+      name: "cURL",
+      mode: "bash",
+      image: "https://curl.se/logo/curl-symbol-transparent.png",
+      language: "sh",
+      code: codes[0],
+    },
+    {
+      name: "Python API",
+      mode: "python",
+      image:
+        "https://images.squarespace-cdn.com/content/v1/5df3d8c5d2be5962e4f87890/1628015119369-OY4TV3XJJ53ECO0W2OLQ/Python+API+Training+Logo.png?format=1000w",
+      language: "py",
+      code: codes[1],
+    },
+    {
+      name: "Python Code",
+      mode: "python",
+      language: "py",
+      image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+      code: codes[2],
+    },
+    {
+      name: "Chat Widget HTML",
+      description:
+        "Insert this code anywhere in your &lt;body&gt; tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
+      mode: "html",
+      image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+      language: "py",
+      code: codes[3],
+    },
+    {
+      name: "Tweaks",
+      mode: "python",
+      image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+      language: "py",
+      code: codes[4],
+    },
+  ];
+}
diff --git a/src/frontend/tailwind.config.js b/src/frontend/tailwind.config.js
index 52330ae92..5130f3fcf 100644
--- a/src/frontend/tailwind.config.js
+++ b/src/frontend/tailwind.config.js
@@ -201,6 +201,12 @@ module.exports = {
         ".dark .theme-attribution .react-flow__attribution a": {
           color: "black",
         },
+        ".text-align-last-left": {
+          "text-align-last": "left",
+        },
+        ".text-align-last-right": {
+          "text-align-last": "right",
+        },
       });
     }),
     require("@tailwindcss/typography"),
diff --git a/src/frontend/tests/auto_login.spec.ts b/src/frontend/tests/auto_login.spec.ts
new file mode 100644
index 000000000..ba14263bc
--- /dev/null
+++ b/src/frontend/tests/auto_login.spec.ts
@@ -0,0 +1,32 @@
+import { expect, test } from "@playwright/test";
+
+test.describe("Auto_login tests", () => {
+  test("auto_login sign in", async ({ page }) => {
+    await page.routeFromHAR("harFiles/langflow.har", {
+      url: "**/api/v1/**",
+      update: false,
+    });
+    await page.goto("http:localhost:3000/");
+    await page.getByRole("button", { name: "Community Examples" }).click();
+    await page.waitForSelector(".community-pages-flows-panel");
+    expect(
+      await page
+        .locator(".community-pages-flows-panel")
+        .evaluate((el) => el.children)
+    ).toBeTruthy();
+  });
+  test("auto_login block_admin", async ({ page }) => {
+    await page.routeFromHAR("harFiles/langflow.har", {
+      url: "**/api/v1/**",
+      update: false,
+    });
+    await page.goto("http:localhost:3000/");
+    await page.getByRole("button", { name: "Community Examples" }).click();
+    await page.goto("http:localhost:3000/login");
+    await page.getByRole("button", { name: "Community Examples" }).click();
+    await page.goto("http:localhost:3000/admin");
+    await page.getByRole("button", { name: "Community Examples" }).click();
+    await page.goto("http:localhost:3000/admin/login");
+    await page.getByRole("button", { name: "Community Examples" }).click();
+  });
+});
diff --git a/src/frontend/tests/example.spec.ts b/src/frontend/tests/example.spec.ts
new file mode 100644
index 000000000..bb8c48a6f
--- /dev/null
+++ b/src/frontend/tests/example.spec.ts
@@ -0,0 +1,20 @@
+import { expect, test } from "@playwright/test";
+
+test("has title", async ({ page }) => {
+  await page.goto("https://playwright.dev/");
+
+  // Expect a title "to contain" a substring.
+  await expect(page).toHaveTitle(/Playwright/);
+});
+
+test("get started link", async ({ page }) => {
+  await page.goto("https://playwright.dev/");
+
+  // Click the get started link.
+  await page.getByRole("link", { name: "Get started" }).click();
+
+  // Expects page to have a heading with the name of Installation.
+  await expect(
+    page.getByRole("heading", { name: "Installation" })
+  ).toBeVisible();
+});
diff --git a/src/frontend/tests/login.spec.ts b/src/frontend/tests/login.spec.ts
new file mode 100644
index 000000000..e3980912a
--- /dev/null
+++ b/src/frontend/tests/login.spec.ts
@@ -0,0 +1,128 @@
+import { expect, test } from "@playwright/test";
+
+test.describe("Login Tests", () => {
+  test("Login_Success", async ({ page }) => {
+    await page.route("**/api/v1/login", async (route) => {
+      const json = {
+        access_token:
+          "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJhMWNlM2FkOS1iZTE2LTRiNjgtOGRhYi1hYjA4YTVjMmZjZTkiLCJleHAiOjE2OTUyNTIwNTh9.MBYFwMhTcZnsW_L7p4qavUhSDylCllJQWUCJdU1wX8o",
+        refresh_token:
+          "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJhMWNlM2FkOS1iZTE2LTRiNjgtOGRhYi1hYjA4YTVjMmZjZTkiLCJ0eXBlIjoicmYiLCJleHAiOjE2OTUyNTI2NTh9.a4wL9-XK_zyTyrXduBFgCsODFXrqiByVr5HOeiCbiQA",
+        token_type: "bearer",
+      };
+      await route.fulfill({ json });
+    });
+
+    await page.goto("http://localhost:3000/");
+    await page.waitForURL("http://localhost:3000/login");
+    await page.waitForURL("http://localhost:3000/login", { timeout: 100 });
+    await page.getByPlaceholder("Username").click();
+    await page.getByPlaceholder("Username").fill("test");
+    await page.getByPlaceholder("Password").click();
+    await page.getByPlaceholder("Password").fill("test");
+    await page.getByRole("button", { name: "Sign in" }).click();
+    await page.getByRole("button", { name: "Community Examples" }).click();
+    await page.waitForSelector(".community-pages-flows-panel");
+    expect(
+      await page
+        .locator(".community-pages-flows-panel")
+        .evaluate((el) => el.children)
+    ).toBeTruthy();
+  });
+
+  test("Login Error", async ({ page }) => {
+    await page.route("**/api/v1/login", async (route) => {
+      const json = { detail: "Incorrect username or password" };
+      await route.fulfill({ json, status: 401 });
+    });
+
+    await page.goto("http://localhost:3000/");
+    await page.waitForURL("http://localhost:3000/login");
+    await page.waitForURL("http://localhost:3000/login", { timeout: 100 });
+    await page.getByPlaceholder("Username").click();
+    await page.getByPlaceholder("Username").fill("test");
+    await page.getByPlaceholder("Password").click();
+    await page.getByPlaceholder("Password").fill("test5");
+    await page.getByRole("button", { name: "Sign in" }).click();
+    await page.getByRole("heading", { name: "Error signing in" }).click();
+  });
+
+  test("Login create account wrong form", async ({ page }) => {
+    const fullfillForm = async (username, password, confirmPassword) => {
+      await page.getByPlaceholder("Username").click();
+      await page.getByPlaceholder("Username").fill(username);
+      await page.getByPlaceholder("Password", { exact: true }).click();
+      await page.getByPlaceholder("Password", { exact: true }).fill(password);
+      await page.getByPlaceholder("Confirm your password").click();
+      await page
+        .getByPlaceholder("Confirm your password")
+        .fill(confirmPassword);
+    };
+
+    await page.goto("http://localhost:3000/");
+    await page.waitForURL("http://localhost:3000/login");
+    await page.waitForURL("http://localhost:3000/login", { timeout: 100 });
+    await page
+      .getByRole("button", { name: "Don't have an account? Sign Up" })
+      .click();
+    await page.getByText("Sign up to Langflow").click();
+    await page.goto("http://localhost:3000/signup");
+    await page.getByText("Sign up to Langflow").click();
+
+    await fullfillForm("name", "vazz", "vazz5");
+    expect(
+      await page.getByRole("button", { name: "Sign up" }).isDisabled()
+    ).toBeTruthy();
+    await fullfillForm("", "vazz", "vazz");
+    expect(
+      await page.getByRole("button", { name: "Sign up" }).isDisabled()
+    ).toBeTruthy();
+    await fullfillForm("name", "", "");
+    expect(
+      await page.getByRole("button", { name: "Sign up" }).isDisabled()
+    ).toBeTruthy();
+    await fullfillForm("", "", "");
+    expect(
+      await page.getByRole("button", { name: "Sign up" }).isDisabled()
+    ).toBeTruthy();
+  });
+  test("Login create account success", async ({ page }) => {
+    await page.route("**/api/v1/users/", async (route) => {
+      const json = {
+        id: "e9ac1bdc-429b-475d-ac03-d26f9a2a3210",
+        username: "teste",
+        profile_image: null,
+        is_active: false,
+        is_superuser: false,
+        create_at: "2023-09-21T01:45:51.873303",
+        updated_at: "2023-09-21T01:45:51.873305",
+        last_login_at: null,
+      };
+      await route.fulfill({ json, status: 201 });
+    });
+    const submitForm = async (username, password, confirmPassword) => {
+      await page.getByPlaceholder("Username").click();
+      await page.getByPlaceholder("Username").fill(username);
+      await page.getByPlaceholder("Password", { exact: true }).click();
+      await page.getByPlaceholder("Password", { exact: true }).fill(password);
+      await page.getByPlaceholder("Confirm your password").click();
+      await page
+        .getByPlaceholder("Confirm your password")
+        .fill(confirmPassword);
+    };
+
+    await page.goto("http://localhost:3000/");
+    await page.waitForURL("http://localhost:3000/login");
+    await page.waitForURL("http://localhost:3000/login", { timeout: 100 });
+    await page
+      .getByRole("button", { name: "Don't have an account? Sign Up" })
+      .click();
+    await page.getByText("Sign up to Langflow").click();
+    await page.goto("http://localhost:3000/signup");
+    await page.getByText("Sign up to Langflow").click();
+    await submitForm("teste", "pass", "pass");
+    await page.getByRole("button", { name: "Sign up" }).click();
+    await page.waitForURL("http://localhost:3000/login", { timeout: 1000 });
+    await page.getByText("Account created! Await admin activation.").click();
+  });
+});
diff --git a/src/frontend/tsconfig.json b/src/frontend/tsconfig.json
index c411ff4e7..1879137c5 100644
--- a/src/frontend/tsconfig.json
+++ b/src/frontend/tsconfig.json
@@ -6,7 +6,7 @@
     "skipLibCheck": true,
     "esModuleInterop": true,
     "allowSyntheticDefaultImports": true,
-    "strict": false,
+    "strict": true,
     "forceConsistentCasingInFileNames": true,
     "noFallthroughCasesInSwitch": true,
     "module": "esnext",
diff --git a/src/frontend/vite.config.ts b/src/frontend/vite.config.ts
index f051c2eee..b513e36bb 100644
--- a/src/frontend/vite.config.ts
+++ b/src/frontend/vite.config.ts
@@ -6,6 +6,9 @@ const apiRoutes = ["^/api/v1/", "/health"];
 // Use environment variable to determine the target.
 const target = process.env.VITE_PROXY_TARGET || "http://127.0.0.1:7860";
 
+// Use environment variable to determine the UI server port
+const port = process.env.VITE_PORT || 3000;
+
 const proxyTargets = apiRoutes.reduce((proxyObj, route) => {
   proxyObj[route] = {
     target: target,
@@ -22,7 +25,7 @@ export default defineConfig(() => {
     },
     plugins: [react(), svgr()],
     server: {
-      port: 3000,
+      port: port,
       proxy: {
         ...proxyTargets,
       },
diff --git a/tests/conftest.py b/tests/conftest.py
index 45a8f8f1f..95aba4462 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,15 +1,22 @@
 from contextlib import contextmanager
 import json
 from pathlib import Path
-from typing import AsyncGenerator
+from typing import AsyncGenerator, TYPE_CHECKING
 from langflow.api.v1.flows import get_session
 
 from langflow.graph.graph.base import Graph
+from langflow.services.auth.utils import get_password_hash
+from langflow.services.database.models.flow.flow import Flow
+from langflow.services.database.models.user.user import User, UserCreate
 import pytest
 from fastapi.testclient import TestClient
 from httpx import AsyncClient
 from sqlmodel import SQLModel, Session, create_engine
 from sqlmodel.pool import StaticPool
+from typer.testing import CliRunner
+
+if TYPE_CHECKING:
+    from langflow.services.database.manager import DatabaseManager
 
 
 def pytest_configure():
@@ -39,7 +46,7 @@ async def async_client() -> AsyncGenerator:
 
 
 # Create client fixture for FastAPI
-@pytest.fixture(scope="module")
+@pytest.fixture(scope="module", autouse=True)
 def client():
     from langflow.main import create_app
 
@@ -114,8 +121,8 @@ def client_fixture(session: Session):
     app = create_app()
 
     app.dependency_overrides[get_session] = get_session_override
-
-    yield TestClient(app)
+    with TestClient(app) as client:
+        yield client
     app.dependency_overrides.clear()
 
 
@@ -134,15 +141,71 @@ def client_fixture(session: Session):
 
 # create a fixture for session_getter above
 @pytest.fixture(name="session_getter")
-def session_getter_fixture():
+def session_getter_fixture(client):
     engine = create_engine(
         "sqlite://", connect_args={"check_same_thread": False}, poolclass=StaticPool
     )
     SQLModel.metadata.create_all(engine)
 
     @contextmanager
-    def blank_session_getter():
-        with Session(engine) as session:
+    def blank_session_getter(db_manager: "DatabaseManager"):
+        with Session(db_manager.engine) as session:
             yield session
 
     yield blank_session_getter
+
+
+@pytest.fixture
+def runner():
+    return CliRunner()
+
+
+@pytest.fixture
+def test_user(client):
+    user_data = UserCreate(
+        username="testuser",
+        password="testpassword",
+    )
+    response = client.post("/api/v1/users", json=user_data.dict())
+    assert response.status_code == 201
+    return response.json()
+
+
+@pytest.fixture(scope="function")
+def active_user(client, session):
+    user = User(
+        username="activeuser",
+        password=get_password_hash(
+            "testpassword"
+        ),  # Assuming password needs to be hashed
+        is_active=True,
+        is_superuser=False,
+    )
+    session.add(user)
+    session.commit()
+    return user
+
+
+@pytest.fixture
+def logged_in_headers(client, active_user):
+    login_data = {"username": active_user.username, "password": "testpassword"}
+    response = client.post("/api/v1/login", data=login_data)
+    assert response.status_code == 200
+    tokens = response.json()
+    a_token = tokens["access_token"]
+    return {"Authorization": f"Bearer {a_token}"}
+
+
+@pytest.fixture
+def flow(client, json_flow: str, session, active_user):
+    from langflow.services.database.models.flow.flow import FlowCreate
+
+    loaded_json = json.loads(json_flow)
+    flow_data = FlowCreate(
+        name="test_flow", data=loaded_json.get("data"), user_id=active_user.id
+    )
+    flow = Flow(**flow_data.dict())
+    session.add(flow)
+    session.commit()
+
+    return flow
diff --git a/tests/test_agents_template.py b/tests/test_agents_template.py
index 0b5fb7c3a..b12ad7dee 100644
--- a/tests/test_agents_template.py
+++ b/tests/test_agents_template.py
@@ -1,8 +1,8 @@
 from fastapi.testclient import TestClient
 
 
-def test_zero_shot_agent(client: TestClient):
-    response = client.get("api/v1/all")
+def test_zero_shot_agent(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     agents = json_response["agents"]
@@ -113,8 +113,8 @@ def test_zero_shot_agent(client: TestClient):
     }
 
 
-def test_json_agent(client: TestClient):
-    response = client.get("api/v1/all")
+def test_json_agent(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     agents = json_response["agents"]
@@ -152,8 +152,8 @@ def test_json_agent(client: TestClient):
     }
 
 
-def test_csv_agent(client: TestClient):
-    response = client.get("api/v1/all")
+def test_csv_agent(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     agents = json_response["agents"]
@@ -195,8 +195,8 @@ def test_csv_agent(client: TestClient):
     }
 
 
-def test_initialize_agent(client: TestClient):
-    response = client.get("api/v1/all")
+def test_initialize_agent(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     agents = json_response["agents"]
diff --git a/tests/test_api_key.py b/tests/test_api_key.py
new file mode 100644
index 000000000..43b91fa43
--- /dev/null
+++ b/tests/test_api_key.py
@@ -0,0 +1,50 @@
+import pytest
+from langflow.services.database.models.api_key import ApiKeyCreate
+
+
+@pytest.fixture
+def api_key(client, logged_in_headers, active_user):
+    api_key = ApiKeyCreate(name="test-api-key")
+
+    response = client.post(
+        "api/v1/api_key", data=api_key.json(), headers=logged_in_headers
+    )
+    assert response.status_code == 200, response.text
+    return response.json()
+
+
+def test_get_api_keys(client, logged_in_headers, api_key):
+    response = client.get("api/v1/api_key", headers=logged_in_headers)
+    assert response.status_code == 200, response.text
+    data = response.json()
+    assert "total_count" in data
+    assert "user_id" in data
+    assert "api_keys" in data
+    assert any("test-api-key" in api_key["name"] for api_key in data["api_keys"])
+    # assert all api keys in data["api_keys"] are masked
+    assert all("**" in api_key["api_key"] for api_key in data["api_keys"])
+    # Add more assertions as needed based on the expected data structure and content
+
+
+def test_create_api_key(client, logged_in_headers):
+    api_key_name = "test-api-key"
+    response = client.post(
+        "api/v1/api_key", json={"name": api_key_name}, headers=logged_in_headers
+    )
+    assert response.status_code == 200
+    data = response.json()
+    assert "name" in data and data["name"] == api_key_name
+    assert "api_key" in data
+    # When creating the API key is returned which is
+    # the only time the API key is unmasked
+    assert "**" not in data["api_key"]
+
+
+def test_delete_api_key(client, logged_in_headers, active_user, api_key):
+    # Assuming a function to create a test API key, returning the key ID
+    api_key_id = api_key["id"]
+    response = client.delete(f"api/v1/api_key/{api_key_id}", headers=logged_in_headers)
+    assert response.status_code == 200
+    data = response.json()
+    assert data["detail"] == "API Key deleted"
+    # Optionally, add a follow-up check to ensure that the key is actually removed from the database
diff --git a/tests/test_cache.py b/tests/test_cache.py
index 50698c304..edf205a05 100644
--- a/tests/test_cache.py
+++ b/tests/test_cache.py
@@ -1,4 +1,6 @@
 import json
+from langflow.services.database.models.base import orjson_dumps
+import orjson
 from langflow.graph import Graph
 
 import pytest
@@ -63,9 +65,9 @@ def test_cache_size_limit(basic_data_graph):
         nodes = modified_data_graph["nodes"]
         node_id = nodes[0]["id"]
         # Now we replace all instances ode node_id with a new id in the json
-        json_string = json.dumps(modified_data_graph)
+        json_string = orjson_dumps(modified_data_graph)
         modified_json_string = json_string.replace(node_id, f"{node_id}_{i}")
-        modified_data_graph_new_id = json.loads(modified_json_string)
+        modified_data_graph_new_id = orjson.loads(modified_json_string)
         build_langchain_object_with_caching(modified_data_graph_new_id)
 
     assert len(build_langchain_object_with_caching.cache) == 10
diff --git a/tests/test_cache_manager.py b/tests/test_cache_manager.py
index f3e65481e..660512634 100644
--- a/tests/test_cache_manager.py
+++ b/tests/test_cache_manager.py
@@ -2,7 +2,7 @@ from io import StringIO
 
 import pandas as pd
 import pytest
-from langflow.cache.manager import CacheManager
+from langflow.services.cache.manager import CacheManager
 from PIL import Image
 
 
diff --git a/tests/test_chains_template.py b/tests/test_chains_template.py
index 4339dbe3b..eb20a0571 100644
--- a/tests/test_chains_template.py
+++ b/tests/test_chains_template.py
@@ -1,8 +1,8 @@
 from fastapi.testclient import TestClient
 
 
-# def test_chains_settings(client: TestClient):
-#     response = client.get("api/v1/all")
+# def test_chains_settings(client: TestClient, logged_in_headers):
+#     response = client.get("api/v1/all", headers=logged_in_headers)
 #     assert response.status_code == 200
 #     json_response = response.json()
 #     chains = json_response["chains"]
@@ -10,8 +10,8 @@ from fastapi.testclient import TestClient
 
 
 # Test the ConversationChain object
-def test_conversation_chain(client: TestClient):
-    response = client.get("api/v1/all")
+def test_conversation_chain(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     chains = json_response["chains"]
@@ -102,8 +102,8 @@ def test_conversation_chain(client: TestClient):
     )
 
 
-def test_llm_chain(client: TestClient):
-    response = client.get("api/v1/all")
+def test_llm_chain(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     chains = json_response["chains"]
@@ -173,8 +173,8 @@ def test_llm_chain(client: TestClient):
     }
 
 
-def test_llm_checker_chain(client: TestClient):
-    response = client.get("api/v1/all")
+def test_llm_checker_chain(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     chains = json_response["chains"]
@@ -207,8 +207,8 @@ def test_llm_checker_chain(client: TestClient):
     assert chain["description"] == ""
 
 
-def test_llm_math_chain(client: TestClient):
-    response = client.get("api/v1/all")
+def test_llm_math_chain(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     chains = json_response["chains"]
@@ -299,8 +299,8 @@ def test_llm_math_chain(client: TestClient):
     )
 
 
-def test_series_character_chain(client: TestClient):
-    response = client.get("api/v1/all")
+def test_series_character_chain(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     chains = json_response["chains"]
@@ -367,8 +367,8 @@ def test_series_character_chain(client: TestClient):
     )
 
 
-def test_mid_journey_prompt_chain(client: TestClient):
-    response = client.get("api/v1/all")
+def test_mid_journey_prompt_chain(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     chains = json_response["chains"]
@@ -408,8 +408,8 @@ def test_mid_journey_prompt_chain(client: TestClient):
     )
 
 
-def test_time_travel_guide_chain(client: TestClient):
-    response = client.get("api/v1/all")
+def test_time_travel_guide_chain(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     chains = json_response["chains"]
diff --git a/tests/test_cli.py b/tests/test_cli.py
new file mode 100644
index 000000000..4ed00893e
--- /dev/null
+++ b/tests/test_cli.py
@@ -0,0 +1,36 @@
+from pathlib import Path
+from tempfile import tempdir
+from langflow.__main__ import app
+import pytest
+
+from langflow.services import utils
+
+
+@pytest.fixture(scope="module")
+def default_settings():
+    return [
+        "--backend-only",
+        "--no-open-browser",
+    ]
+
+
+def test_components_path(runner, client, default_settings):
+    # Create a foldr in the tmp directory
+    temp_dir = Path(tempdir)
+    # create a "components" folder
+    temp_dir = temp_dir / "components"
+    temp_dir.mkdir(exist_ok=True)
+
+    result = runner.invoke(
+        app,
+        ["run", "--components-path", str(temp_dir), *default_settings],
+    )
+    assert result.exit_code == 0, result.stdout
+    settings_manager = utils.get_settings_manager()
+    assert str(temp_dir) in settings_manager.settings.COMPONENTS_PATH
+
+
+def test_superuser(runner, client, session):
+    result = runner.invoke(app, ["superuser"], input="admin\nadmin\n")
+    assert result.exit_code == 0, result.stdout
+    assert "Superuser created successfully." in result.stdout
diff --git a/tests/test_custom_component.py b/tests/test_custom_component.py
index 199906dda..e75dc0e5b 100644
--- a/tests/test_custom_component.py
+++ b/tests/test_custom_component.py
@@ -5,7 +5,7 @@ from uuid import uuid4
 
 
 from fastapi import HTTPException
-from langflow.database.models.flow import Flow, FlowCreate
+from langflow.services.database.models.flow import Flow, FlowCreate
 from langflow.interface.custom.base import CustomComponent
 from langflow.interface.custom.component import (
     Component,
@@ -241,7 +241,7 @@ def test_custom_component_get_function_entrypoint_return_type():
         code=code_default, function_entrypoint_name="build"
     )
     return_type = custom_component.get_function_entrypoint_return_type
-    assert return_type == "Document"
+    assert return_type == ["Document"]
 
 
 def test_custom_component_get_main_class_name():
@@ -436,7 +436,7 @@ class MyClass(CustomComponent):
 
     custom_component = CustomComponent(code=my_code, function_entrypoint_name="build")
     return_type = custom_component.get_function_entrypoint_return_type
-    assert return_type is None
+    assert return_type == []
 
 
 def test_custom_component_get_main_class_name_no_main_class():
@@ -469,19 +469,20 @@ def test_build_config_no_code():
     component = CustomComponent(code=None)
 
     assert component.get_function_entrypoint_args == ""
-    assert component.get_function_entrypoint_return_type == ""
+    assert component.get_function_entrypoint_return_type == []
 
 
 @pytest.fixture
-def component():
+def component(client, active_user):
     return CustomComponent(
+        user_id=active_user.id,
         field_config={
             "fields": {
                 "llm": {"type": "str"},
                 "url": {"type": "str"},
                 "year": {"type": "int"},
             }
-        }
+        },
     )
 
 
diff --git a/tests/test_database.py b/tests/test_database.py
index bc512b6b0..e4f68ca56 100644
--- a/tests/test_database.py
+++ b/tests/test_database.py
@@ -1,20 +1,14 @@
-import json
+from langflow.services.database.models.base import orjson_dumps
+import orjson
 import pytest
 
 from uuid import UUID, uuid4
-from sqlalchemy.orm import Session
+from sqlmodel import Session
 
 from fastapi.testclient import TestClient
-from fastapi.encoders import jsonable_encoder
 
 from langflow.api.v1.schemas import FlowListCreate
-from langflow.database.models.flow import Flow, FlowCreate, FlowUpdate
-
-from langflow.database.models.flow_style import (
-    FlowStyleCreate,
-    FlowStyleRead,
-    FlowStyleUpdate,
-)
+from langflow.services.database.models.flow import Flow, FlowCreate, FlowUpdate
 
 
 @pytest.fixture(scope="module")
@@ -23,7 +17,7 @@ def json_style():
     # color: str = Field(index=True)
     # emoji: str = Field(index=False)
     # flow_id: UUID = Field(default=None, foreign_key="flow.id")
-    return json.dumps(
+    return orjson_dumps(
         {
             "color": "red",
             "emoji": "👍",
@@ -31,95 +25,69 @@ def json_style():
     )
 
 
-def test_create_flow(client: TestClient, json_flow: str):
-    flow = json.loads(json_flow)
+def test_create_flow(
+    client: TestClient, json_flow: str, active_user, logged_in_headers
+):
+    flow = orjson.loads(json_flow)
     data = flow["data"]
     flow = FlowCreate(name="Test Flow", description="description", data=data)
-    response = client.post("api/v1/flows/", json=flow.dict())
+    response = client.post("api/v1/flows/", json=flow.dict(), headers=logged_in_headers)
     assert response.status_code == 201
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
     # flow is optional so we can create a flow without a flow
     flow = FlowCreate(name="Test Flow")
-    response = client.post("api/v1/flows/", json=flow.dict(exclude_unset=True))
+    response = client.post(
+        "api/v1/flows/", json=flow.dict(exclude_unset=True), headers=logged_in_headers
+    )
     assert response.status_code == 201
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
 
 
-def test_read_flows(client: TestClient, json_flow: str):
-    flow_data = json.loads(json_flow)
+def test_read_flows(client: TestClient, json_flow: str, active_user, logged_in_headers):
+    flow_data = orjson.loads(json_flow)
     data = flow_data["data"]
     flow = FlowCreate(name="Test Flow", description="description", data=data)
-    response = client.post("api/v1/flows/", json=flow.dict())
+    response = client.post("api/v1/flows/", json=flow.dict(), headers=logged_in_headers)
     assert response.status_code == 201
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
 
-    flow_style = FlowStyleCreate(color="red", emoji="👍", flow_id=response.json()["id"])
-    response = client.post(
-        "api/v1/flow_styles/", json=jsonable_encoder(flow_style.dict())
-    )
-    assert response.status_code == 200
-    assert response.json()["color"] == flow_style.color
-    assert response.json()["emoji"] == flow_style.emoji
-    assert response.json()["flow_id"] == str(flow_style.flow_id)
-
     flow = FlowCreate(name="Test Flow", description="description", data=data)
-    response = client.post("api/v1/flows/", json=flow.dict())
+    response = client.post("api/v1/flows/", json=flow.dict(), headers=logged_in_headers)
     assert response.status_code == 201
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
 
-    # Now we need to create FlowStyle objects for each Flow
-    flow_style = FlowStyleCreate(
-        color="green", emoji="👍", flow_id=response.json()["id"]
-    )
-    response = client.post(
-        "api/v1/flow_styles/", json=jsonable_encoder(flow_style.dict())
-    )
-    assert response.status_code == 200
-    assert response.json()["color"] == flow_style.color
-    assert response.json()["emoji"] == flow_style.emoji
-    assert response.json()["flow_id"] == str(flow_style.flow_id)
-
-    response = client.get("api/v1/flows/")
+    response = client.get("api/v1/flows/", headers=logged_in_headers)
     assert response.status_code == 200
     assert len(response.json()) > 0
 
 
-def test_read_flow(client: TestClient, json_flow: str):
-    flow = json.loads(json_flow)
+def test_read_flow(client: TestClient, json_flow: str, active_user, logged_in_headers):
+    flow = orjson.loads(json_flow)
     data = flow["data"]
     flow = FlowCreate(name="Test Flow", description="description", data=data)
-    response = client.post("api/v1/flows/", json=flow.dict())
+    response = client.post("api/v1/flows/", json=flow.dict(), headers=logged_in_headers)
     flow_id = response.json()["id"]  # flow_id should be a UUID but is a string
     # turn it into a UUID
     flow_id = UUID(flow_id)
 
-    flow_style = FlowStyleCreate(color="green", emoji="👍", flow_id=flow_id)
-    response = client.post(
-        "api/v1/flow_styles/", json=jsonable_encoder(flow_style.dict())
-    )
-    assert response.status_code == 200
-    response_json = response.json()
-    assert response_json["color"] == flow_style.color
-    assert response_json["emoji"] == flow_style.emoji
-    assert response_json["flow_id"] == str(flow_style.flow_id)
-
-    response = client.get(f"api/v1/flows/{flow_id}")
+    response = client.get(f"api/v1/flows/{flow_id}", headers=logged_in_headers)
     assert response.status_code == 200
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
-    assert response.json()["style"]["color"] == flow_style.color
 
 
-def test_update_flow(client: TestClient, json_flow: str):
-    flow = json.loads(json_flow)
+def test_update_flow(
+    client: TestClient, json_flow: str, active_user, logged_in_headers
+):
+    flow = orjson.loads(json_flow)
     data = flow["data"]
 
     flow = FlowCreate(name="Test Flow", description="description", data=data)
-    response = client.post("api/v1/flows/", json=flow.dict())
+    response = client.post("api/v1/flows/", json=flow.dict(), headers=logged_in_headers)
 
     flow_id = response.json()["id"]
     updated_flow = FlowUpdate(
@@ -127,7 +95,9 @@ def test_update_flow(client: TestClient, json_flow: str):
         description="updated description",
         data=data,
     )
-    response = client.patch(f"api/v1/flows/{flow_id}", json=updated_flow.dict())
+    response = client.patch(
+        f"api/v1/flows/{flow_id}", json=updated_flow.dict(), headers=logged_in_headers
+    )
 
     assert response.status_code == 200
     assert response.json()["name"] == updated_flow.name
@@ -135,19 +105,23 @@ def test_update_flow(client: TestClient, json_flow: str):
     # assert response.json()["data"] == updated_flow.data
 
 
-def test_delete_flow(client: TestClient, json_flow: str):
-    flow = json.loads(json_flow)
+def test_delete_flow(
+    client: TestClient, json_flow: str, active_user, logged_in_headers
+):
+    flow = orjson.loads(json_flow)
     data = flow["data"]
     flow = FlowCreate(name="Test Flow", description="description", data=data)
-    response = client.post("api/v1/flows/", json=flow.dict())
+    response = client.post("api/v1/flows/", json=flow.dict(), headers=logged_in_headers)
     flow_id = response.json()["id"]
-    response = client.delete(f"api/v1/flows/{flow_id}")
+    response = client.delete(f"api/v1/flows/{flow_id}", headers=logged_in_headers)
     assert response.status_code == 200
     assert response.json()["message"] == "Flow deleted successfully"
 
 
-def test_create_flows(client: TestClient, session: Session, json_flow: str):
-    flow = json.loads(json_flow)
+def test_create_flows(
+    client: TestClient, session: Session, json_flow: str, logged_in_headers
+):
+    flow = orjson.loads(json_flow)
     data = flow["data"]
     # Create test data
     flow_list = FlowListCreate(
@@ -157,7 +131,9 @@ def test_create_flows(client: TestClient, session: Session, json_flow: str):
         ]
     )
     # Make request to endpoint
-    response = client.post("api/v1/flows/batch/", json=flow_list.dict())
+    response = client.post(
+        "api/v1/flows/batch/", json=flow_list.dict(), headers=logged_in_headers
+    )
     # Check response status code
     assert response.status_code == 201
     # Check response data
@@ -171,8 +147,10 @@ def test_create_flows(client: TestClient, session: Session, json_flow: str):
     assert response_data[1]["data"] == data
 
 
-def test_upload_file(client: TestClient, session: Session, json_flow: str):
-    flow = json.loads(json_flow)
+def test_upload_file(
+    client: TestClient, session: Session, json_flow: str, logged_in_headers
+):
+    flow = orjson.loads(json_flow)
     data = flow["data"]
     # Create test data
     flow_list = FlowListCreate(
@@ -181,10 +159,11 @@ def test_upload_file(client: TestClient, session: Session, json_flow: str):
             FlowCreate(name="Flow 2", description="description", data=data),
         ]
     )
-    file_contents = json.dumps(flow_list.dict())
+    file_contents = orjson_dumps(flow_list.dict())
     response = client.post(
         "api/v1/flows/upload/",
         files={"file": ("examples.json", file_contents, "application/json")},
+        headers=logged_in_headers,
     )
     # Check response status code
     assert response.status_code == 201
@@ -199,8 +178,10 @@ def test_upload_file(client: TestClient, session: Session, json_flow: str):
     assert response_data[1]["data"] == data
 
 
-def test_download_file(client: TestClient, session: Session, json_flow):
-    flow = json.loads(json_flow)
+def test_download_file(
+    client: TestClient, session: Session, json_flow, active_user, logged_in_headers
+):
+    flow = orjson.loads(json_flow)
     data = flow["data"]
     # Create test data
     flow_list = FlowListCreate(
@@ -210,11 +191,12 @@ def test_download_file(client: TestClient, session: Session, json_flow):
         ]
     )
     for flow in flow_list.flows:
+        flow.user_id = active_user.id
         db_flow = Flow.from_orm(flow)
         session.add(db_flow)
     session.commit()
     # Make request to endpoint
-    response = client.get("api/v1/flows/download/")
+    response = client.get("api/v1/flows/download/", headers=logged_in_headers)
     # Check response status code
     assert response.status_code == 200
     # Check response data
@@ -228,32 +210,44 @@ def test_download_file(client: TestClient, session: Session, json_flow):
     assert response_data[1]["data"] == data
 
 
-def test_create_flow_with_invalid_data(client: TestClient):
+def test_create_flow_with_invalid_data(
+    client: TestClient, active_user, logged_in_headers
+):
     flow = {"name": "a" * 256, "data": "Invalid flow data"}
-    response = client.post("api/v1/flows/", json=flow)
+    response = client.post("api/v1/flows/", json=flow, headers=logged_in_headers)
     assert response.status_code == 422
 
 
-def test_get_nonexistent_flow(client: TestClient):
+def test_get_nonexistent_flow(client: TestClient, active_user, logged_in_headers):
     uuid = uuid4()
-    response = client.get(f"api/v1/flows/{uuid}")
+    response = client.get(f"api/v1/flows/{uuid}", headers=logged_in_headers)
     assert response.status_code == 404
 
 
-def test_update_flow_idempotency(client: TestClient, json_flow: str):
-    flow_data = json.loads(json_flow)
+def test_update_flow_idempotency(
+    client: TestClient, json_flow: str, active_user, logged_in_headers
+):
+    flow_data = orjson.loads(json_flow)
     data = flow_data["data"]
     flow_data = FlowCreate(name="Test Flow", description="description", data=data)
-    response = client.post("api/v1/flows/", json=flow_data.dict())
+    response = client.post(
+        "api/v1/flows/", json=flow_data.dict(), headers=logged_in_headers
+    )
     flow_id = response.json()["id"]
     updated_flow = FlowCreate(name="Updated Flow", description="description", data=data)
-    response1 = client.put(f"api/v1/flows/{flow_id}", json=updated_flow.dict())
-    response2 = client.put(f"api/v1/flows/{flow_id}", json=updated_flow.dict())
+    response1 = client.put(
+        f"api/v1/flows/{flow_id}", json=updated_flow.dict(), headers=logged_in_headers
+    )
+    response2 = client.put(
+        f"api/v1/flows/{flow_id}", json=updated_flow.dict(), headers=logged_in_headers
+    )
     assert response1.json() == response2.json()
 
 
-def test_update_nonexistent_flow(client: TestClient, json_flow: str):
-    flow_data = json.loads(json_flow)
+def test_update_nonexistent_flow(
+    client: TestClient, json_flow: str, active_user, logged_in_headers
+):
+    flow_data = orjson.loads(json_flow)
     data = flow_data["data"]
     uuid = uuid4()
     updated_flow = FlowCreate(
@@ -261,80 +255,19 @@ def test_update_nonexistent_flow(client: TestClient, json_flow: str):
         description="description",
         data=data,
     )
-    response = client.patch(f"api/v1/flows/{uuid}", json=updated_flow.dict())
+    response = client.patch(
+        f"api/v1/flows/{uuid}", json=updated_flow.dict(), headers=logged_in_headers
+    )
     assert response.status_code == 404
 
 
-def test_delete_nonexistent_flow(client: TestClient):
+def test_delete_nonexistent_flow(client: TestClient, active_user, logged_in_headers):
     uuid = uuid4()
-    response = client.delete(f"api/v1/flows/{uuid}")
+    response = client.delete(f"api/v1/flows/{uuid}", headers=logged_in_headers)
     assert response.status_code == 404
 
 
-def test_read_empty_flows(client: TestClient):
-    response = client.get("api/v1/flows/")
+def test_read_empty_flows(client: TestClient, active_user, logged_in_headers):
+    response = client.get("api/v1/flows/", headers=logged_in_headers)
     assert response.status_code == 200
     assert len(response.json()) == 0
-
-
-def test_create_flow_style(client: TestClient):
-    flow_style = FlowStyleCreate(color="red", emoji="🔴")
-    response = client.post("api/v1/flow_styles/", json=flow_style.dict())
-    assert response.status_code == 200
-    created_flow_style = FlowStyleRead(**response.json())
-    assert created_flow_style.color == flow_style.color
-    assert created_flow_style.emoji == flow_style.emoji
-
-
-def test_read_flow_styles(client: TestClient):
-    response = client.get("api/v1/flow_styles/")
-    assert response.status_code == 200
-    flow_styles = [FlowStyleRead(**flow_style) for flow_style in response.json()]
-    assert not flow_styles
-    # Create test data
-    flow_style = FlowStyleCreate(color="red", emoji="🔴")
-    response = client.post("api/v1/flow_styles/", json=flow_style.dict())
-    assert response.status_code == 200
-    # Check response data
-    response = client.get("api/v1/flow_styles/")
-    assert response.status_code == 200
-    flow_styles = [FlowStyleRead(**flow_style) for flow_style in response.json()]
-    assert len(flow_styles) == 1
-    assert flow_styles[0].color == flow_style.color
-    assert flow_styles[0].emoji == flow_style.emoji
-
-
-def test_read_flow_style(client: TestClient):
-    flow_style = FlowStyleCreate(color="red", emoji="🔴")
-    response = client.post("api/v1/flow_styles/", json=flow_style.dict())
-    created_flow_style = FlowStyleRead(**response.json())
-    response = client.get(f"api/v1/flow_styles/{created_flow_style.id}")
-    assert response.status_code == 200
-    read_flow_style = FlowStyleRead(**response.json())
-    assert read_flow_style == created_flow_style
-
-
-def test_update_flow_style(client: TestClient):
-    flow_style = FlowStyleCreate(color="red", emoji="🔴")
-    response = client.post("api/v1/flow_styles/", json=flow_style.dict())
-    created_flow_style = FlowStyleRead(**response.json())
-    to_update_flow_style = FlowStyleUpdate(color="blue")
-    response = client.patch(
-        f"api/v1/flow_styles/{created_flow_style.id}", json=to_update_flow_style.dict()
-    )
-    assert response.status_code == 200
-    updated_flow_style = FlowStyleRead(**response.json())
-    assert updated_flow_style.color == "blue"
-    assert updated_flow_style.emoji == flow_style.emoji
-
-
-def test_delete_flow_style(client: TestClient):
-    flow_style = FlowStyleCreate(color="red", emoji="🔴")
-    response = client.post("api/v1/flow_styles/", json=flow_style.dict())
-    created_flow_style = FlowStyleRead(**response.json())
-    response = client.delete(f"api/v1/flow_styles/{created_flow_style.id}")
-    assert response.status_code == 200
-    assert response.json() == {"message": "FlowStyle deleted successfully"}
-
-    response = client.get(f"api/v1/flow_styles/{created_flow_style.id}")
-    assert response.status_code == 404
diff --git a/tests/test_endpoints.py b/tests/test_endpoints.py
index 045af1ba5..cbb1eb08c 100644
--- a/tests/test_endpoints.py
+++ b/tests/test_endpoints.py
@@ -1,3 +1,7 @@
+import uuid
+from langflow.services.auth.utils import get_password_hash
+from langflow.services.database.models.api_key.api_key import ApiKey
+from langflow.services.utils import get_settings_manager
 import pytest
 from fastapi.testclient import TestClient
 from langflow.interface.tools.constants import CUSTOM_TOOLS
@@ -83,8 +87,141 @@ PROMPT_REQUEST = {
 }
 
 
-def test_get_all(client: TestClient):
-    response = client.get("api/v1/all")
+@pytest.fixture
+def created_api_key(session, active_user):
+    hashed = get_password_hash("random_key")
+    api_key = ApiKey(
+        name="test_api_key",
+        user_id=active_user.id,
+        api_key="random_key",
+        hashed_api_key=hashed,
+    )
+
+    session.add(api_key)
+    session.commit()
+    session.refresh(api_key)
+    return api_key
+
+
+def test_process_flow_invalid_api_key(client, flow, monkeypatch):
+    # Mock de process_graph_cached
+    def mock_process_graph_cached(*args, **kwargs):
+        return {}, "session_id_mock"
+
+    settings_manager = get_settings_manager()
+    settings_manager.auth_settings.AUTO_LOGIN = False
+    from langflow.api.v1 import endpoints
+
+    monkeypatch.setattr(endpoints, "process_graph_cached", mock_process_graph_cached)
+
+    headers = {"api-key": "invalid_api_key"}
+
+    post_data = {
+        "inputs": {"key": "value"},
+        "tweaks": None,
+        "clear_cache": False,
+        "session_id": None,
+    }
+
+    response = client.post(f"api/v1/process/{flow.id}", headers=headers, json=post_data)
+
+    assert response.status_code == 403
+    assert response.json() == {"detail": "Invalid or missing API key"}
+
+
+def test_process_flow_invalid_id(client, monkeypatch, created_api_key):
+    def mock_process_graph_cached(*args, **kwargs):
+        return {}, "session_id_mock"
+
+    from langflow.api.v1 import endpoints
+
+    monkeypatch.setattr(endpoints, "process_graph_cached", mock_process_graph_cached)
+
+    api_key = created_api_key.api_key
+    headers = {"api-key": api_key}
+
+    post_data = {
+        "inputs": {"key": "value"},
+        "tweaks": None,
+        "clear_cache": False,
+        "session_id": None,
+    }
+
+    invalid_id = uuid.uuid4()
+    response = client.post(
+        f"api/v1/process/{invalid_id}", headers=headers, json=post_data
+    )
+
+    assert response.status_code == 404
+    assert f"Flow {invalid_id} not found" in response.json()["detail"]
+
+
+def test_process_flow_without_autologin(client, flow, monkeypatch, created_api_key):
+    # Mock de process_graph_cached
+    from langflow.api.v1 import endpoints
+
+    settings_manager = get_settings_manager()
+    settings_manager.auth_settings.AUTO_LOGIN = False
+
+    def mock_process_graph_cached(*args, **kwargs):
+        return {}, "session_id_mock"
+
+    monkeypatch.setattr(endpoints, "process_graph_cached", mock_process_graph_cached)
+
+    api_key = created_api_key.api_key
+    headers = {"api-key": api_key}
+
+    # Dummy POST data
+    post_data = {
+        "inputs": {"key": "value"},
+        "tweaks": None,
+        "clear_cache": False,
+        "session_id": None,
+    }
+
+    # Make the request to the FastAPI TestClient
+
+    response = client.post(f"api/v1/process/{flow.id}", headers=headers, json=post_data)
+
+    # Check the response
+    assert response.status_code == 200, response.json()
+    assert response.json()["result"] == {}
+    assert response.json()["session_id"] == "session_id_mock"
+
+
+def test_process_flow_fails_autologin_off(client, flow, monkeypatch):
+    # Mock de process_graph_cached
+    from langflow.api.v1 import endpoints
+
+    settings_manager = get_settings_manager()
+    settings_manager.auth_settings.AUTO_LOGIN = False
+
+    def mock_process_graph_cached(*args, **kwargs):
+        return {}, "session_id_mock"
+
+    monkeypatch.setattr(endpoints, "process_graph_cached", mock_process_graph_cached)
+
+    headers = {"api-key": "api_key"}
+
+    # Dummy POST data
+    post_data = {
+        "inputs": {"key": "value"},
+        "tweaks": None,
+        "clear_cache": False,
+        "session_id": None,
+    }
+
+    # Make the request to the FastAPI TestClient
+
+    response = client.post(f"api/v1/process/{flow.id}", headers=headers, json=post_data)
+
+    # Check the response
+    assert response.status_code == 403, response.json()
+    assert response.json() == {"detail": "Invalid or missing API key"}
+
+
+def test_get_all(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     # We need to test the custom nodes
diff --git a/tests/test_llms_template.py b/tests/test_llms_template.py
index d8f9e96f3..0a30a825e 100644
--- a/tests/test_llms_template.py
+++ b/tests/test_llms_template.py
@@ -1,109 +1,8 @@
 from fastapi.testclient import TestClient
-from langflow.settings import settings
 
 
-def test_llms_settings(client: TestClient):
-    response = client.get("api/v1/all")
-    assert response.status_code == 200
-    json_response = response.json()
-    llms = json_response["llms"]
-    assert set(llms.keys()) == set(settings.LLMS)
-
-
-# def test_hugging_face_hub(client: TestClient):
-#     response = client.get("api/v1/all")
-#     assert response.status_code == 200
-#     json_response = response.json()
-#     language_models = json_response["llms"]
-
-#     model = language_models["HuggingFaceHub"]
-#     template = model["template"]
-
-#     assert template["cache"] == {
-#         "required": False,
-#         "placeholder": "",
-#         "show": False,
-#         "multiline": False,
-#         "password": False,
-#         "name": "cache",
-#         "type": "bool",
-#         "list": False,
-#         "advanced": False,
-#     }
-#     assert template["verbose"] == {
-#         "required": False,
-#         "placeholder": "",
-#         "show": False,
-#         "multiline": False,
-#         "value": False,
-#         "password": False,
-#         "name": "verbose",
-#         "type": "bool",
-#         "list": False,
-#         "advanced": False,
-#     }
-#     assert template["client"] == {
-#         "required": False,
-#         "placeholder": "",
-#         "show": False,
-#         "multiline": False,
-#         "password": False,
-#         "name": "client",
-#         "type": "Any",
-#         "list": False,
-#         "advanced": False,
-#     }
-#     assert template["repo_id"] == {
-#         "required": False,
-#         "placeholder": "",
-#         "show": True,
-#         "multiline": False,
-#         "value": "gpt2",
-#         "password": False,
-#         "name": "repo_id",
-#         "type": "str",
-#         "list": False,
-#         "advanced": False,
-#     }
-#     assert template["task"] == {
-#         "required": True,
-#         "placeholder": "",
-#         "show": True,
-#         "multiline": False,
-#         "password": False,
-#         "options": ["text-generation", "text2text-generation"],
-#         "name": "task",
-#         "type": "str",
-#         "list": True,
-#         "advanced": True,
-#     }
-#     assert template["model_kwargs"] == {
-#         "required": False,
-#         "placeholder": "",
-#         "show": True,
-#         "multiline": False,
-#         "password": False,
-#         "name": "model_kwargs",
-#         "type": "code",
-#         "list": False,
-#         "advanced": True,
-#     }
-#     assert template["huggingfacehub_api_token"] == {
-#         "required": False,
-#         "placeholder": "",
-#         "show": True,
-#         "multiline": False,
-#         "password": True,
-#         "name": "huggingfacehub_api_token",
-#         "display_name": "HuggingFace Hub API Token",
-#         "type": "str",
-#         "list": False,
-#         "advanced": False,
-#     }
-
-
-def test_openai(client: TestClient):
-    response = client.get("api/v1/all")
+def test_openai(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     language_models = json_response["llms"]
@@ -278,7 +177,7 @@ def test_openai(client: TestClient):
         "multiline": False,
         "password": False,
         "name": "model_kwargs",
-        "type": "code",
+        "type": "dict",
         "list": False,
         "advanced": True,
         "info": "",
@@ -333,7 +232,7 @@ def test_openai(client: TestClient):
         "multiline": False,
         "password": False,
         "name": "logit_bias",
-        "type": "code",
+        "type": "dict",
         "list": False,
         "advanced": False,
         "info": "",
@@ -368,8 +267,8 @@ def test_openai(client: TestClient):
     }
 
 
-def test_chat_open_ai(client: TestClient):
-    response = client.get("api/v1/all")
+def test_chat_open_ai(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     language_models = json_response["llms"]
@@ -450,7 +349,7 @@ def test_chat_open_ai(client: TestClient):
         "multiline": False,
         "password": False,
         "name": "model_kwargs",
-        "type": "code",
+        "type": "dict",
         "list": False,
         "advanced": True,
         "info": "",
@@ -541,8 +440,7 @@ def test_chat_open_ai(client: TestClient):
     }
     assert template["_type"] == "ChatOpenAI"
     assert (
-        model["description"]
-        == "Wrapper around OpenAI Chat large language models."  # noqa E501
+        model["description"] == "`OpenAI` Chat large language models API."  # noqa E501
     )
     assert set(model["base_classes"]) == {
         "BaseLLM",
diff --git a/tests/test_loading.py b/tests/test_loading.py
index 11fa8e471..e5c409c93 100644
--- a/tests/test_loading.py
+++ b/tests/test_loading.py
@@ -1,5 +1,4 @@
 import json
-
 import pytest
 from langchain.chains.base import Chain
 from langflow.processing.process import load_flow_from_json
diff --git a/tests/test_login.py b/tests/test_login.py
new file mode 100644
index 000000000..07abb35ab
--- /dev/null
+++ b/tests/test_login.py
@@ -0,0 +1,47 @@
+import pytest
+from langflow.services.database.models.user import User
+from langflow.services.auth.utils import get_password_hash
+
+
+@pytest.fixture
+def test_user():
+    return User(
+        username="testuser",
+        password=get_password_hash(
+            "testpassword"
+        ),  # Assuming password needs to be hashed
+        is_active=True,
+        is_superuser=False,
+    )
+
+
+def test_login_successful(client, test_user, session):
+    # Adding the test user to the database
+    session.add(test_user)
+    session.commit()
+
+    response = client.post(
+        "api/v1/login", data={"username": "testuser", "password": "testpassword"}
+    )
+    assert response.status_code == 200
+    assert "access_token" in response.json()
+
+
+def test_login_unsuccessful_wrong_username(client):
+    response = client.post(
+        "api/v1/login", data={"username": "wrongusername", "password": "testpassword"}
+    )
+    assert response.status_code == 401
+    assert response.json()["detail"] == "Incorrect username or password"
+
+
+def test_login_unsuccessful_wrong_password(client, test_user, session):
+    # Adding the test user to the database
+    session.add(test_user)
+    session.commit()
+
+    response = client.post(
+        "api/v1/login", data={"username": "testuser", "password": "wrongpassword"}
+    )
+    assert response.status_code == 401
+    assert response.json()["detail"] == "Incorrect username or password"
diff --git a/tests/test_process.py b/tests/test_process.py
index 2d0c349ce..a0d91b5df 100644
--- a/tests/test_process.py
+++ b/tests/test_process.py
@@ -1,4 +1,5 @@
-from langflow.processing.process import process_tweaks
+from langflow.interface.run import build_sorted_vertices_with_caching
+from langflow.processing.process import load_langchain_object, process_tweaks
 
 
 def test_no_tweaks():
@@ -194,3 +195,54 @@ def test_tweak_not_in_template():
     tweaks = {"node1": {"param3": 5}}
     result = process_tweaks(graph_data, tweaks)
     assert result == graph_data
+
+
+def test_load_langchain_object_with_cached_session(client, basic_graph_data):
+    # Build the langchain_object once and get the session_id
+    langchain_object1, artifacts1, session_id1 = load_langchain_object(
+        basic_graph_data, None
+    )
+    # Use the same session_id to get the langchain_object again
+    langchain_object2, artifacts2, session_id2 = load_langchain_object(
+        basic_graph_data, session_id1
+    )
+
+    assert session_id1 == session_id2
+    assert id(langchain_object1) == id(langchain_object2)
+    assert artifacts1 == artifacts2
+
+
+def test_load_langchain_object_with_no_cached_session(client, basic_graph_data):
+    # Provide a non-existent session_id
+    langchain_object1, artifacts1, session_id1 = load_langchain_object(
+        basic_graph_data, "non_existent_session"
+    )
+    # Clear the cache
+    build_sorted_vertices_with_caching.clear_cache()
+    # Use the new session_id to get the langchain_object again
+    langchain_object2, artifacts2, session_id2 = load_langchain_object(
+        basic_graph_data, session_id1
+    )
+
+    assert session_id1 == session_id2
+    assert id(langchain_object1) != id(
+        langchain_object2
+    )  # Since the cache was cleared, objects should be different
+
+
+def test_load_langchain_object_without_session_id(client, basic_graph_data):
+    # Build the langchain_object without providing a session_id
+    langchain_object1, artifacts1, session_id1 = load_langchain_object(
+        basic_graph_data, None
+    )
+    # Build the langchain_object again without providing a session_id
+    langchain_object2, artifacts2, session_id2 = load_langchain_object(
+        basic_graph_data, None
+    )
+
+    assert session_id1 == session_id2
+
+    assert id(langchain_object1) == id(
+        langchain_object2
+    )  # Since no session_id was provided, the hash will be based on the graph_data
+    assert artifacts1 == artifacts2
diff --git a/tests/test_prompts_template.py b/tests/test_prompts_template.py
index fa7a683bd..434691038 100644
--- a/tests/test_prompts_template.py
+++ b/tests/test_prompts_template.py
@@ -1,17 +1,18 @@
 from fastapi.testclient import TestClient
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
 
 
-def test_prompts_settings(client: TestClient):
-    response = client.get("api/v1/all")
+def test_prompts_settings(client: TestClient, logged_in_headers):
+    settings_manager = get_settings_manager()
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     prompts = json_response["prompts"]
-    assert set(prompts.keys()) == set(settings.PROMPTS)
+    assert set(prompts.keys()) == set(settings_manager.settings.PROMPTS)
 
 
-def test_prompt_template(client: TestClient):
-    response = client.get("api/v1/all")
+def test_prompt_template(client: TestClient, logged_in_headers):
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     prompts = json_response["prompts"]
@@ -54,7 +55,7 @@ def test_prompt_template(client: TestClient):
         "multiline": False,
         "password": False,
         "name": "partial_variables",
-        "type": "code",
+        "type": "dict",
         "list": False,
         "advanced": False,
         "info": "",
diff --git a/tests/test_template.py b/tests/test_template.py
index 4be6dff06..81f2a6020 100644
--- a/tests/test_template.py
+++ b/tests/test_template.py
@@ -135,7 +135,7 @@ def test_format_dict():
     }
     expected_output = {
         "field1": {
-            "type": "code",  # Mapping type is replaced with dict which is replaced with code
+            "type": "dict[str, int]",  # Mapping type is replaced with dict which is replaced with code
             "required": False,
             "list": False,
             "show": False,
@@ -249,7 +249,7 @@ def test_format_dict():
     }
     expected_output = {
         "field1": {
-            "type": "code",
+            "type": "Dict[str, int]",
             "required": False,
             "list": False,
             "show": False,
diff --git a/tests/test_user.py b/tests/test_user.py
new file mode 100644
index 000000000..54a713ef1
--- /dev/null
+++ b/tests/test_user.py
@@ -0,0 +1,241 @@
+from datetime import datetime
+from langflow.services.auth.utils import create_super_user, get_password_hash
+
+from langflow.services.database.models.user.user import User
+from langflow.services.utils import get_settings_manager
+import pytest
+from langflow.services.database.models.user import UserUpdate
+
+
+@pytest.fixture
+def super_user(client, session):
+    settings_manager = get_settings_manager()
+    auth_settings = settings_manager.auth_settings
+    return create_super_user(
+        db=session,
+        username=auth_settings.FIRST_SUPERUSER,
+        password=auth_settings.FIRST_SUPERUSER_PASSWORD,
+    )
+
+
+@pytest.fixture
+def super_user_headers(client, super_user):
+    settings_manager = get_settings_manager()
+    auth_settings = settings_manager.auth_settings
+    login_data = {
+        "username": auth_settings.FIRST_SUPERUSER,
+        "password": auth_settings.FIRST_SUPERUSER_PASSWORD,
+    }
+    response = client.post("/api/v1/login", data=login_data)
+    assert response.status_code == 200
+    tokens = response.json()
+    a_token = tokens["access_token"]
+    return {"Authorization": f"Bearer {a_token}"}
+
+
+@pytest.fixture
+def deactivated_user(session):
+    user = User(
+        username="deactivateduser",
+        password=get_password_hash("testpassword"),
+        is_active=False,
+        is_superuser=False,
+        last_login_at=datetime.now(),
+    )
+    session.add(user)
+    session.commit()
+    return user
+
+
+def test_user_waiting_for_approval(client, session):
+    # Create a user that is not active and has never logged in
+    user = User(
+        username="waitingforapproval",
+        password=get_password_hash("testpassword"),
+        is_active=False,
+        last_login_at=None,
+    )
+    session.add(user)
+    session.commit()
+
+    login_data = {"username": "waitingforapproval", "password": "testpassword"}
+    response = client.post("/api/v1/login", data=login_data)
+    assert response.status_code == 400
+    assert response.json()["detail"] == "Waiting for approval"
+
+
+def test_deactivated_user_cannot_login(client, deactivated_user):
+    login_data = {"username": deactivated_user.username, "password": "testpassword"}
+    response = client.post("/api/v1/login", data=login_data)
+    assert response.status_code == 400, response.json()
+    assert response.json()["detail"] == "Inactive user"
+
+
+def test_deactivated_user_cannot_access(client, deactivated_user, logged_in_headers):
+    # Assuming the headers for deactivated_user
+    response = client.get("/api/v1/users", headers=logged_in_headers)
+    assert response.status_code == 400, response.json()
+    assert response.json()["detail"] == "The user doesn't have enough privileges"
+
+
+def test_data_consistency_after_update(
+    client, active_user, logged_in_headers, super_user_headers
+):
+    user_id = active_user.id
+    update_data = UserUpdate(is_active=False)
+
+    response = client.patch(
+        f"/api/v1/users/{user_id}", json=update_data.dict(), headers=super_user_headers
+    )
+    assert response.status_code == 200, response.json()
+
+    # Fetch the updated user from the database
+    response = client.get("/api/v1/users/whoami", headers=logged_in_headers)
+    assert response.status_code == 401, response.json()
+    assert response.json()["detail"] == "Could not validate credentials"
+
+
+def test_data_consistency_after_delete(client, test_user, super_user_headers):
+    user_id = test_user.get("id")
+    response = client.delete(f"/api/v1/users/{user_id}", headers=super_user_headers)
+    assert response.status_code == 200, response.json()
+
+    # Attempt to fetch the deleted user from the database
+    response = client.get("/api/v1/users", headers=super_user_headers)
+    assert response.status_code == 200
+    assert all(user["id"] != user_id for user in response.json()["users"])
+
+
+def test_inactive_user(client, session):
+    # Create a user that is not active and has a last_login_at value
+    user = User(
+        username="inactiveuser",
+        password=get_password_hash("testpassword"),
+        is_active=False,
+        last_login_at="2023-01-01T00:00:00",  # Set to a valid datetime string
+    )
+    session.add(user)
+    session.commit()
+
+    login_data = {"username": "inactiveuser", "password": "testpassword"}
+    response = client.post("/api/v1/login", data=login_data)
+    assert response.status_code == 400
+    assert response.json()["detail"] == "Inactive user"
+
+
+def test_add_user(client, test_user):
+    assert test_user["username"] == "testuser"
+
+
+# This is not used in the Frontend at the moment
+# def test_read_current_user(client: TestClient, active_user):
+#     # First we need to login to get the access token
+#     login_data = {"username": "testuser", "password": "testpassword"}
+#     response = client.post("/api/v1/login", data=login_data)
+#     assert response.status_code == 200
+
+#     headers = {"Authorization": f"Bearer {response.json()['access_token']}"}
+
+#     response = client.get("/api/v1/user", headers=headers)
+#     assert response.status_code == 200, response.json()
+#     assert response.json()["username"] == "testuser"
+
+
+def test_read_all_users(client, super_user_headers):
+    response = client.get("/api/v1/users", headers=super_user_headers)
+    assert response.status_code == 200, response.json()
+    assert isinstance(response.json()["users"], list)
+
+
+def test_normal_user_cant_read_all_users(client, logged_in_headers):
+    response = client.get("/api/v1/users", headers=logged_in_headers)
+    assert response.status_code == 400, response.json()
+    assert response.json() == {"detail": "The user doesn't have enough privileges"}
+
+
+def test_patch_user(client, active_user, logged_in_headers):
+    user_id = active_user.id
+    update_data = UserUpdate(
+        username="newname",
+    )
+
+    response = client.patch(
+        f"/api/v1/users/{user_id}", json=update_data.dict(), headers=logged_in_headers
+    )
+    assert response.status_code == 304, response.json()
+    update_data = UserUpdate(
+        profile_image="new_image",
+    )
+
+    response = client.patch(
+        f"/api/v1/users/{user_id}", json=update_data.dict(), headers=logged_in_headers
+    )
+    assert response.status_code == 200, response.json()
+
+
+def test_patch_reset_password(client, active_user, logged_in_headers):
+    user_id = active_user.id
+    update_data = UserUpdate(
+        password="newpassword",
+    )
+
+    response = client.patch(
+        f"/api/v1/users/{user_id}/reset-password",
+        json=update_data.dict(),
+        headers=logged_in_headers,
+    )
+    assert response.status_code == 200, response.json()
+    # Now we need to test if the new password works
+    login_data = {"username": active_user.username, "password": "newpassword"}
+    response = client.post("/api/v1/login", data=login_data)
+    assert response.status_code == 200
+
+
+def test_patch_user_wrong_id(client, active_user, logged_in_headers):
+    user_id = "wrong_id"
+    update_data = UserUpdate(
+        username="newname",
+    )
+
+    response = client.patch(
+        f"/api/v1/users/{user_id}", json=update_data.dict(), headers=logged_in_headers
+    )
+    assert response.status_code == 422, response.json()
+    assert response.json() == {
+        "detail": [
+            {
+                "loc": ["path", "user_id"],
+                "msg": "value is not a valid uuid",
+                "type": "type_error.uuid",
+            }
+        ]
+    }
+
+
+def test_delete_user(client, test_user, super_user_headers):
+    user_id = test_user["id"]
+    response = client.delete(f"/api/v1/users/{user_id}", headers=super_user_headers)
+    assert response.status_code == 200
+    assert response.json() == {"detail": "User deleted"}
+
+
+def test_delete_user_wrong_id(client, test_user, super_user_headers):
+    user_id = "wrong_id"
+    response = client.delete(f"/api/v1/users/{user_id}", headers=super_user_headers)
+    assert response.status_code == 422
+    assert response.json() == {
+        "detail": [
+            {
+                "loc": ["path", "user_id"],
+                "msg": "value is not a valid uuid",
+                "type": "type_error.uuid",
+            }
+        ]
+    }
+
+
+def test_normal_user_cant_delete_user(client, test_user, logged_in_headers):
+    user_id = test_user["id"]
+    response = client.delete(f"/api/v1/users/{user_id}", headers=logged_in_headers)
+    assert response.status_code == 400
+    assert response.json() == {"detail": "The user doesn't have enough privileges"}
diff --git a/tests/test_vectorstore_template.py b/tests/test_vectorstore_template.py
index bac950ee1..87394b890 100644
--- a/tests/test_vectorstore_template.py
+++ b/tests/test_vectorstore_template.py
@@ -1,12 +1,14 @@
 from fastapi.testclient import TestClient
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
 
 
 # check that all agents are in settings.agents
 # are in json_response["agents"]
-def test_vectorstores_settings(client: TestClient):
-    response = client.get("api/v1/all")
+def test_vectorstores_settings(client: TestClient, logged_in_headers):
+    settings_manager = get_settings_manager()
+    response = client.get("api/v1/all", headers=logged_in_headers)
     assert response.status_code == 200
     json_response = response.json()
     vectorstores = json_response["vectorstores"]
-    assert set(vectorstores.keys()) == set(settings.VECTORSTORES)
+    settings_vecs = set(settings_manager.settings.VECTORSTORES)
+    assert all(vs in vectorstores for vs in settings_vecs)
diff --git a/tests/test_websocket.py b/tests/test_websocket.py
index 57a0e95f6..16f9eff05 100644
--- a/tests/test_websocket.py
+++ b/tests/test_websocket.py
@@ -1,13 +1,16 @@
 from fastapi import WebSocketDisconnect
+from fastapi.testclient import TestClient
 
-# from langflow.chat.manager import ChatManager
+# from langflow.services.chat.manager import ChatManager
 
 import pytest
 
 
-def test_init_build(client):
+def test_init_build(client, active_user, logged_in_headers):
     response = client.post(
-        "api/v1/build/init/test", json={"id": "test", "data": {"key": "value"}}
+        "api/v1/build/init/test",
+        json={"id": "test", "data": {"key": "value"}},
+        headers=logged_in_headers,
     )
     assert response.status_code == 201
     assert response.json() == {"flowId": "test"}
@@ -24,10 +27,12 @@ def test_init_build(client):
 #     assert response.headers["content-type"] == "text/event-stream; charset=utf-8"
 
 
-def test_websocket_endpoint(client):
+def test_websocket_endpoint(client: TestClient, active_user, logged_in_headers):
+    # Assuming your websocket_endpoint uses chat_manager which caches data from stream_build
+    access_token = logged_in_headers["Authorization"].split(" ")[1]
     with pytest.raises(WebSocketDisconnect):
         with client.websocket_connect(
-            "api/v1/chat/non_existing_client_id"
+            f"api/v1/chat/non_existing_client_id?token={access_token}"
         ) as websocket:
             websocket.send_json({"type": "test"})
             data = websocket.receive_json()