Merge branch 'zustand/io/migration' into globalVariables

2024-03-27 18:20:34 -03:00 · 2024-03-27 18:20:34 -03:00 · 75d1c83aae
commit 75d1c83aae
parent 1434081801 043ec91d96
70 changed files with 1379 additions and 601 deletions
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@ -31,12 +31,15 @@ jobs:
          pipx install poetry==$POETRY_VERSION
      - name: Set up Python ${{ matrix.python-version }}
        uses: actions/setup-python@v5
+        id: setup-python
        with:
          python-version: ${{ matrix.python-version }}
          cache: poetry
-      - name: Install dependencies
+      - name: Install Python dependencies
        run: |
+          poetry env use ${{ matrix.python-version }}
          poetry install
+        if: ${{ steps.setup-python.outputs.cache-hit != 'true' }}
      - name: Analysing the code with our lint
        run: |
          make lint
--- a/.github/workflows/python_test.yml
+++ b/.github/workflows/python_test.yml
@ -33,11 +33,15 @@ jobs:
        run: pipx install poetry==$POETRY_VERSION
      - name: Set up Python ${{ matrix.python-version }}
        uses: actions/setup-python@v5
+        id: setup-python
        with:
          python-version: ${{ matrix.python-version }}
          cache: "poetry"
-      - name: Install dependencies
-        run: poetry install
+      - name: Install Python dependencies
+        run: |
+          poetry env use ${{ matrix.python-version }}
+          poetry install
+        if: ${{ steps.setup-python.outputs.cache-hit != 'true' }}
      - name: Run unit tests
        run: |
          make tests
--- a/.github/workflows/typescript_test.yml
+++ b/.github/workflows/typescript_test.yml
@ -0,0 +1,149 @@
+name: Run Frontend Tests
+
+on:
+  pull_request:
+    paths:
+      - "src/frontend/**"
+
+env:
+  POETRY_VERSION: "1.8.2"
+  NODE_VERSION: "21"
+  PYTHON_VERSION: "3.10"
+  # Define the directory where Playwright browsers will be installed.
+  # Adjust if your project uses a different path.
+  PLAYWRIGHT_BROWSERS_PATH: "ms-playwright"
+
+jobs:
+  setup-and-test:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        shardIndex: [1, 2, 3, 4]
+        shardTotal: [4]
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v3
+        id: setup-node
+        with:
+          node-version: ${{ env.NODE_VERSION }}
+          cache: "npm"
+
+      - name: Install Node.js dependencies
+        run: |
+          cd src/frontend
+          npm ci
+        if: ${{ steps.setup-node.outputs.cache-hit != 'true' }}
+
+      # Attempt to restore the correct Playwright browser binaries based on the
+      # currently installed version of Playwright (The browser binary versions
+      # may change with Playwright versions).
+      # Note: Playwright's cache directory is hard coded because that's what it
+      # says to do in the docs. There doesn't appear to be a command that prints
+      # it out for us.
+      # - uses: actions/cache@v4
+      #   id: playwright-cache
+      #   with:
+      #     path: ${{ env.PLAYWRIGHT_BROWSERS_PATH }}
+      #     key: "${{ runner.os }}-playwright-${{ hashFiles('src/frontend/package-lock.json') }}"
+      #     # As a fallback, if the Playwright version has changed, try use the
+      #     # most recently cached version. There's a good chance that at least one
+      #     # of the browser binary versions haven't been updated, so Playwright can
+      #     # skip installing that in the next step.
+      #     # Note: When falling back to an old cache, `cache-hit` (used below)
+      #     # will be `false`. This allows us to restore the potentially out of
+      #     # date cache, but still let Playwright decide if it needs to download
+      #     # new binaries or not.
+      #     restore-keys: |
+      #       ${{ runner.os }}-playwright-
+      - name: Cache playwright binaries
+        uses: actions/cache@v4
+        id: playwright-cache
+        with:
+          path: |
+            ~/.cache/ms-playwright
+          key: ${{ runner.os }}-playwright-${{ hashFiles('src/frontend/package-lock.json') }}
+      - name: Install Frontend dependencies
+        run: |
+          cd src/frontend
+          npm ci
+
+      - name: Install Playwright's browser binaries
+        run: |
+          cd src/frontend
+          npx playwright install --with-deps
+        if: steps.playwright-cache.outputs.cache-hit != 'true'
+      - name: Install Playwright's dependencies
+        run: |
+          cd src/frontend
+          npx playwright install-deps
+        if: steps.playwright-cache.outputs.cache-hit != 'true'
+
+      # If the Playwright browser binaries weren't able to be restored, we tell
+      # paywright to install everything for us.
+      # - name: Install Playwright's dependencies
+      #   if: steps.playwright-cache.outputs.cache-hit != 'true'
+      #   run: npx playwright install --with-deps
+
+      - name: Install Poetry
+        run: pipx install "poetry==${{ env.POETRY_VERSION }}"
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        id: setup-python
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+          cache: "poetry"
+
+      - name: Install Python dependencies
+        run: |
+          poetry env use ${{ env.PYTHON_VERSION }}
+          poetry install
+        if: ${{ steps.setup-python.outputs.cache-hit != 'true' }}
+
+      - name: Run Playwright Tests
+        run: |
+          cd src/frontend
+          npx playwright test --shard=${{ matrix.shardIndex }}/${{ matrix.shardTotal }}
+
+      - name: Upload blob report to GitHub Actions Artifacts
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: blob-report-${{ matrix.shardIndex }}
+          path: src/frontend/blob-report
+          retention-days: 1
+
+  merge-reports:
+    needs: setup-and-test
+    runs-on: ubuntu-latest
+    if: always()
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v3
+        with:
+          node-version: ${{ env.NODE_VERSION }}
+
+      - name: Download blob reports from GitHub Actions Artifacts
+        uses: actions/download-artifact@v4
+        with:
+          path: all-blob-reports
+          pattern: blob-report-*
+          merge-multiple: true
+
+      - name: Merge into HTML Report
+        run: |
+          npx playwright merge-reports --reporter html ./all-blob-reports
+
+      - name: Upload HTML report
+        uses: actions/upload-artifact@v4
+        with:
+          name: html-report--attempt-${{ github.run_attempt }}
+          path: playwright-report
+          retention-days: 14
--- a/.gitignore
+++ b/.gitignore
@ -262,3 +262,5 @@ src/backend/base/langflow/frontend/
 .docker
 scratchpad*
 chroma*/*
+stuff/*
+src/frontend/playwright-report/index.html
--- a/39
+++ b/39
@ -6,6 +6,20 @@ setup_poetry:
 	pipx install poetry
 	poetry self add poetry-monorepo-dependency-plugin

+add:
+	@echo 'Adding dependencies'
+ifdef devel
+	cd src/backend/base && poetry add --group dev $(devel)
+endif
+
+ifdef main
+	poetry add $(main)
+endif
+
+ifdef base
+	cd src/backend/base && poetry add $(base)
+endif
+
 init:
 	@echo 'Installing backend dependencies'
 	make install_backend
@ -47,9 +61,9 @@ run_frontend:

 tests_frontend:
 ifeq ($(UI), true)
-		cd src/frontend && ./run-tests.sh --ui
+		cd src/frontend && npx playwright test --ui --project=chromium
 else
-		cd src/frontend && ./run-tests.sh
+		cd src/frontend && npx playwright test --project=chromium
 endif

 run_cli:
@ -59,11 +73,12 @@ run_cli:
 	@make build_frontend > /dev/null
 	@echo 'Install backend dependencies'
 	@make install_backend > /dev/null
-	ifdef env
-		poetry run langflow run --path src/frontend/build --host $(host) --port $(port) --env-file $(env)
-	else
-		poetry run langflow run --path src/frontend/build --host $(host) --port $(port) --env-file .env
-	endif
+ifdef env
+	poetry run langflow run --path src/frontend/build --host $(host) --port $(port) --env-file $(env)
+else
+	poetry run langflow run --path src/frontend/build --host $(host) --port $(port) --env-file .env
+endif
+

 run_cli_debug:
 	@echo 'Running the CLI in debug mode'
@ -72,11 +87,11 @@ run_cli_debug:
 	@make build_frontend > /dev/null
 	@echo 'Install backend dependencies'
 	@make install_backend > /dev/null
-	ifdef env
-		poetry run langflow run --path src/frontend/build --log-level debug --host $(host) --port $(port) --env-file $(env)
-	else
-		poetry run langflow run --path src/frontend/build --log-level debug --host $(host) --port $(port) --env-file .env
-	endif
+ifdef env
+	poetry run langflow run --path src/frontend/build --log-level debug --host $(host) --port $(port) --env-file $(env)
+else
+	poetry run langflow run --path src/frontend/build --log-level debug --host $(host) --port $(port) --env-file .env
+endif

 setup_devcontainer:
 	make init
--- a/docs/docs/components/experimental.mdx
+++ b/docs/docs/components/experimental.mdx
@ -0,0 +1,250 @@
+import Admonition from '@theme/Admonition';
+
+# Experimental
+
+Experimental are components that are currently in a beta phase. This means they have undergone initial development and testing but have not yet reached a stable or fully supported status. Users are encouraged to explore these components, provide feedback, and report any issues encountered during their usage. 
+
+### Clear Message History Component
+
+This component is designed to clear the message history associated with a specific session ID.
+
+**Beta:** This component is currently in beta.
+
+**Parameters**
+
+- **Session ID:**
+  - **Display Name:** Session ID
+  - **Info:** The session ID to clear the message history.
+
+**Usage**
+
+To use this component, provide the session ID for which you want to clear the message history.
+
+---
+
+### Extract Key From Record
+
+This component extracts specified keys from a record.
+
+**Parameters**
+
+- **Record:**
+  - **Display Name:** Record
+  - **Info:** The record from which to extract the keys.
+
+- **Keys:**
+  - **Display Name:** Keys
+  - **Info:** The keys to extract from the record.
+
+- **Silent Errors:**
+  - **Display Name:** Silent Errors
+  - **Info:** If True, errors will not be raised.
+  - **Advanced:** True
+
+**Usage**
+
+To use this component, provide the record from which you want to extract keys, specify the keys to extract, and optionally set whether to raise errors for missing keys.
+
+---
+
+### Flow as Tool
+
+This component constructs a Tool from a function that runs the loaded Flow.
+
+**Parameters**
+
+- **Flow Name:**
+  - **Display Name:** Flow Name
+  - **Info:** The name of the flow to run.
+  - **Options:** List of available flow names.
+  - **Real-time Refresh:** True
+  - **Refresh Button:** True
+
+- **Name:**
+  - **Display Name:** Name
+  - **Description:** The name of the tool.
+
+- **Description:**
+  - **Display Name:** Description
+  - **Description:** The description of the tool.
+
+- **Return Direct:**
+  - **Display Name:** Return Direct
+  - **Description:** Return the result directly from the Tool.
+  - **Advanced:** True
+
+**Usage**
+
+To use this component, select the desired flow from the available options, provide a name and description for the tool, and specify whether to return the result directly from the tool.
+
+---
+
+### Listen
+
+This component listens for a notification.
+
+**Parameters**
+
+- **Name:**
+  - **Display Name:** Name
+  - **Info:** The name of the notification to listen for.
+
+**Usage**
+
+To use this component, specify the name of the notification to listen for.
+
+---
+
+### List Flows
+
+This component lists all available flows.
+
+**Usage**
+
+To use this component, simply call it without any parameters.
+
+---
+
+### Merge Records
+
+**Parameters**
+
+- **Records:**
+  - **Display Name:** Records
+
+**Usage**
+
+To use this component, provide a list of records to merge.
+
+---
+
+### Notify
+
+This component generates a notification to the Get Notified component.
+
+**Parameters**
+
+- **Name:**
+  - **Display Name:** Name
+  - **Info:** The name of the notification.
+
+- **Record:**
+  - **Display Name:** Record
+  - **Info:** The record to store.
+
+- **Append:**
+  - **Display Name:** Append
+  - **Info:** If True, the record will be appended to the notification.
+
+**Usage**
+
+To use this component, specify the name of the notification, provide an optional record to store, and indicate whether to append the record to the notification.
+
+---
+
+### Run Flow
+
+This component runs a flow.
+
+**Parameters**
+
+- **Input Value:**
+  - **Display Name:** Input Value
+  - **Multiline:** True
+
+- **Flow Name:**
+  - **Display Name:** Flow Name
+  - **Info:** The name of the flow to run.
+  - **Options:** List of available flow names.
+  - **Refresh Button:** True
+
+- **Tweaks:**
+  - **Display Name:** Tweaks
+  - **Info:** Tweaks to apply to the flow.
+
+**Usage**
+
+To use this component, provide the input value, specify the flow name to run, and optionally provide tweaks to apply to the flow.
+
+---
+
+### Runnable Executor
+
+This component executes a runnable.
+
+**Parameters**
+
+- **Input Key:**
+  - **Display Name:** Input Key
+  - **Info:** The key to use for the input.
+
+- **Inputs:**
+  - **Display Name:** Inputs
+  - **Info:** The inputs to pass to the runnable.
+
+- **Runnable:**
+  - **Display Name:** Runnable
+  - **Info:** The runnable to execute.
+
+- **Output Key:**
+  - **Display Name:** Output Key
+  - **Info:** The key to use for the output.
+
+**Usage**
+
+To use this component, specify the input key, provide the inputs to pass to the runnable, select the runnable to execute, and optionally specify the output key.
+
+---
+
+### SQL Executor
+
+ This component executes an SQL query.
+
+**Parameters**
+
+- **Database URL:**
+  - **Display Name:** Database URL
+  - **Info:** The URL of the database.
+
+- **Include Columns:**
+  - **Display Name:** Include Columns
+  - **Info:** Include columns in the result.
+
+- **Passthrough:**
+  - **Display Name:** Passthrough
+  - **Info:** If an error occurs, return the query instead of raising an exception.
+
+- **Add Error:**
+  - **Display Name:** Add Error
+  - **Info:** Add the error to the result.
+
+**Usage**
+
+To use this component, provide the SQL query, specify the database URL, and optionally configure include columns, passthrough, and add error settings.
+
+---
+
+### SubFlow
+
+This component dynamically generates a component from a flow. The output is a list of records with keys 'result' and 'message'.
+
+**Parameters**
+
+- **Input Value:**
+  - **Display Name:** Input Value
+  - **Multiline:** True
+
+- **Flow Name:**
+  - **Display Name:** Flow Name
+  - **Info:** The name of the flow to run.
+  - **Options:** List of available flow names.
+  - **Real Time Refresh:** True
+  - **Refresh Button:** True
+
+- **Tweaks:**
+  - **Display Name:** Tweaks
+  - **Info:** Tweaks to apply to the flow.
+
+**Usage**
+
+To use this component, specify the flow name and provide any necessary tweaks to apply to the flow.
--- a/docs/docs/components/helpers.mdx
+++ b/docs/docs/components/helpers.mdx
@ -0,0 +1,173 @@
+import Admonition from '@theme/Admonition';
+
+# Helpers
+
+### Custom Component
+
+This component serves as a template for creating your own custom components.
+
+**Params**
+
+- **Display Name:** Parameter
+
+**Usage**
+
+To use this component, provide the required parameter as specified.
+
+Learn more about [Custom Component](http://docs.langflow.org/components/custom).
+
+---
+
+### Documents to Records
+
+This component converts documents to records.
+
+**Params**
+
+- **Documents:**
+  - **Display Name:** Documents
+
+**Usage**
+
+To use this component, provide a list of documents to be converted into records.
+
+---
+
+### Unique ID Generator
+
+This component generates a unique ID.
+
+**Params**
+
+- **Value:**
+  - **Display Name:** Value
+  - **Real Time Refresh:** True
+
+**Usage**
+
+To use this component, simply retrieve the generated unique ID from the provided value parameter.
+
+---
+
+### Message History
+
+This component is used to retrieve stored messages from the message history.
+
+**Params**
+
+- **Sender Type:**
+  - **Display Name:** Sender Type
+  - **Options:** Machine, User, Machine and User
+
+- **Sender Name:**
+  - **Display Name:** Sender Name
+
+- **Number of Messages:**
+  - **Display Name:** Number of Messages
+  - **Info:** Number of messages to retrieve.
+
+- **Session ID:**
+  - **Display Name:** Session ID
+  - **Info:** Session ID of the chat history.
+  - **Input Types:** Text
+
+**Usage**
+
+To use this component, configure the parameters as needed to retrieve messages from the message history.
+
+---
+
+### Python Function
+
+**Params**
+
+- **Code:**
+  - **Display Name:** Code
+  - **Info:** The code for the function.
+  - **Show:** True
+
+**Usage**
+
+To use this component, provide the Python code for the function you want to define.
+
+---
+
+### Records to Text
+
+This component converts records into a single piece of text using a template.
+
+**Params**
+
+- **Records:**
+  - **Display Name:** Records
+  - **Info:** The records to convert to text.
+
+- **Template:**
+  - **Display Name:** Template
+    - **Info:** The template to use for formatting the records. It can contain the keys `{text}`, `{data}` or any other key in the Record.
+
+**Usage**
+
+To use this component, provide the records you want to convert to text along with a template for formatting.
+
+---
+
+### SearchApi
+
+This component provides access to the real-time search engine results API.
+
+**Params**
+
+- **Engine:**
+  - **Display Name:** Engine
+  - **Info:** The search engine to use.
+
+- **Parameters:**
+  - **Display Name:** Parameters
+  - **Info:** The parameters to send with the request.
+
+- **API Key:**
+  - **Display Name:** API Key
+  - **Info:** The API key to use SearchApi.
+  - **Required:** True
+  - **Password:** True
+
+Learn more about [SearchApi Documentation](https://www.searchapi.io/docs/google).
+
+---
+
+### Text to Record
+
+This component enables the creation of a record from text data.
+
+**Params**
+
+- **Data:**
+  - **Display Name:** Data
+  - **Info:** The data to convert to a record.
+  - **Input Types:** Text
+
+**Usage**
+
+To use this component, provide the text data to convert into a record.
+
+---
+
+### Update Record
+
+This component updates a record with new data.
+
+**Params**
+
+- **Record:**
+  - **Display Name:** Record
+  - **Info:** The record to update.
+
+- **New Data:**
+  - **Display Name:** New Data
+  - **Info:** The new data to update the record with.
+  - **Input Types:** Text
+
+**Usage**
+
+To use this component, provide the record to be updated along with the new data.
--- a/docs/docs/guides/inputs-and-outputs.mdx
+++ b/docs/docs/guides/inputs-and-outputs.mdx
@ -1,32 +0,0 @@
-# Inputs and Outputs
-
-TL;DR: Inputs and Outputs are a category of components that are used to define where data comes in and out of your flow. They also
-dynamically change the Interaction Panel and can be renamed to make it easier to build and maintain your flows.
-
-## Introduction
-
-Langflow 1.0 introduces new categories of components called Inputs and Outputs. They are used to make it easier to understand and interact with your flows.
-
-Let's take a look at the what they are and how they work.
-
-## Inputs
-
-Some Input components output Text, others Record, and others both (you pick). They can be used to input data into any field that accepts Text or Record data.
-
-{/* Show pictures of Chat Input into Prompt and Chat Input into File Path in a file loader component */}
-
-As with all components, they can be renamed to help you identify them more easily in the Interaction Panel and while using the API.
-
-{/* Show picture of renaming a Chat Input component and the Interaction Panel */}
-
-The difference between Chat Input and other Input components is the format of the output, the number of configurable fields, and the way they are displayed in the Interaction Panel.
-
-Chat Input components can output Text or Record. When you want to pass the sender name, or sender to the next component, you can use the Record output, and when you want to pass the message only you can use the Text output. This is useful when saving the message to a database or a memory system like Zep.
-
-You can find out more about it and the other Inputs [here](../components/inputs).
-
-## Outputs
-
-Some Output components output Text, others Record, and others both (you pick), just like the Inputs. They can be used to output data from any field that outputs Text or Record data.
-
-{/* Show pictures of Prompt into Chat Output and File Path in a file loader component into Chat Output */}
--- a/docs/docs/guides/run-flow.mdx
+++ b/docs/docs/guides/run-flow.mdx
--- a/docs/docs/guides/superuser.mdx
+++ b/docs/docs/guides/superuser.mdx
@ -1,7 +0,0 @@
-import ThemedImage from "@theme/ThemedImage";
-import useBaseUrl from "@docusaurus/useBaseUrl";
-import ZoomableImage from "/src/theme/ZoomableImage.js";
-import ReactPlayer from "react-player";
-
-Now, we need to explain what are the permissions the superuser gets. Once logged in, they can activate new users,
-edit them,
--- a/docs/docs/migration/compatibility.mdx
+++ b/docs/docs/migration/compatibility.mdx
@ -0,0 +1,44 @@
+import Admonition from '@theme/Admonition';
+
+# Compatibility with Previous Versions
+
+
+## TLDR;
+
+- You'll need to add a few components to your flow to make it compatible with the new version of Langflow.
+- Add a Runnable Executor, connect it to the last component (a Chain or an Agent) in your flow, and connect a Chat Input and a Chat Output to the Runnable Executor. This should work *most of the time*.
+- You might also need to update the Chain or Agent component to the latest version.
+- Most Components will work as they are, but you'll need to add an Input and an Output to your flow.
+- You can use the Runnable Executor to run a LangChain runnable (which is the output of many components before 1.0)
+- We need your feedback on this, so please let us know how it goes and what you think.
+
+## Introduction
+
+Langflow now works best with a flow that has an Input and an Output and that is mostly what you'll need to add to your existing flows.
+
+Hopefully, you'll find that even though you still can work with your current flows, updating all your components to the new version of Langflow will be worth it.
+
+We've tried to make it as easy as possible for you to adapt your existing flows to work seamlessly in the new version of Langflow.
+
+## How to Adapt Your Existing Flows
+
+
+The steps to take are few but not always simple. Here's how you can adapt your existing flows to work seamlessly in the new version of Langflow:
+
+<Admonition type="caution">
+    <p>**Caution:**</p>
+    <p>While this should work most of the time, it might not work for all flows. You might need to update the Chain or Agent component to the latest version. Please let us know if you encounter any issues.</p>
+</Admonition>
+
+1. **Check if your flow ends with a Chain or Agent component**.
+    - If it does not, it *should* work as it is because it probably was not a chat flow.
+2. **Add a Runnable Executor**.
+    - Add a Runnable Executor to the end of your flow.
+    - Connect the last component (a Chain or an Agent) in your flow to the Runnable Executor.
+3. **Add a Chat Input and a Chat Output**.
+    - Add a Chat Input and a Chat Output to your flow.
+    - Connect the Chat Input to the Runnable Executor.
+    - Connect the Chat Output to the Runnable Executor.
+
+{/* Add picture of the flow */}
+
--- a/docs/docs/migration/component-status-and-data-passing.mdx
+++ b/docs/docs/migration/component-status-and-data-passing.mdx
--- a/docs/docs/migration/connecting-output-components.mdx
+++ b/docs/docs/migration/connecting-output-components.mdx
--- a/docs/docs/migration/custom-component.mdx
+++ b/docs/docs/migration/custom-component.mdx
--- a/docs/docs/migration/experimental-components.mdx
+++ b/docs/docs/migration/experimental-components.mdx
--- a/docs/docs/migration/flow-of-data.mdx
+++ b/docs/docs/migration/flow-of-data.mdx
--- a/docs/docs/migration/global-variables.mdx
+++ b/docs/docs/migration/global-variables.mdx
--- a/docs/docs/migration/inputs-and-outputs.mdx
+++ b/docs/docs/migration/inputs-and-outputs.mdx
@ -0,0 +1,36 @@
+# Inputs and Outputs
+
+TL;DR: Inputs and Outputs are a category of components that are used to define where data comes in and out of your flow. They also
+dynamically change the Interaction Panel and can be renamed to make it easier to build and maintain your flows.
+
+## Introduction
+
+Langflow 1.0 introduces new categories of components called Inputs and Outputs. They are used to make it easier to understand and interact with your flows.
+
+Let's start with what they have in common:
+
+- Components in these categories connect to components that have Text or Record inputs or outputs. Some can connect to both but you have to pick what type of data you want to output or input.
+- They can be renamed to help you identify them more easily in the Interaction Panel and while using the API.
+- They dynamically change the Interaction Panel to make it easier to understand and interact with your flows.
+
+Native Langflow Components were created to be powerful tools that work around Langflow's features. They are designed to be easy to use and understand, and to help you build your flows faster.
+
+Let's dive into Inputs and Outputs.
+
+## Inputs
+
+Inputs are components that are used to define where data comes into your flow. They can be used to receive data from the user, from a database, or from any other source that can be converted to Text or Record.
+
+The difference between Chat Input and other Input components is the format of the output, the number of configurable fields, and the way they are displayed in the Interaction Panel.
+
+Chat Input components can output Text or Record. When you want to pass the sender name, or sender to the next component, you can use the Record output, and when you want to pass the message only you can use the Text output. This is useful when saving the message to a database or a memory system like Zep.
+
+You can find out more about it and the other Inputs [here](../components/inputs).
+
+## Outputs
+
+Outputs are components that are used to define where data comes out of your flow. They can be used to send data to the user, to the Interaction Panel, or to define how the data will be displayed in the Interaction Panel.
+
+The Chat Output works similarly to the Chat Input but does not have a field that allows for written input. It is used as an Output definition and can be used to send data to the user.
+
+You can find out more about it and the other Outputs [here](../components/outputs).
--- a/docs/docs/migration/multiple-flows.mdx
+++ b/docs/docs/migration/multiple-flows.mdx
--- a/docs/docs/migration/new-categories-and-components.mdx
+++ b/docs/docs/migration/new-categories-and-components.mdx
--- a/docs/docs/migration/passing-tweaks-and-inputs.mdx
+++ b/docs/docs/migration/passing-tweaks-and-inputs.mdx
--- a/docs/docs/migration/renaming-and-editing-components.mdx
+++ b/docs/docs/migration/renaming-and-editing-components.mdx
--- a/docs/docs/migration/sidebar-and-interaction-panel.mdx
+++ b/docs/docs/migration/sidebar-and-interaction-panel.mdx
--- a/docs/docs/migration/state-management.mdx
+++ b/docs/docs/migration/state-management.mdx
--- a/docs/docs/migration/supported-frameworks.mdx
+++ b/docs/docs/migration/supported-frameworks.mdx
--- a/docs/docs/migration/text-and-record.mdx
+++ b/docs/docs/migration/text-and-record.mdx
--- a/docs/docs/whats-new/a-new-chapter-langflow.mdx
+++ b/docs/docs/whats-new/a-new-chapter-langflow.mdx
--- a/docs/docs/whats-new/migrating-to-one-point-zero.mdx
+++ b/docs/docs/whats-new/migrating-to-one-point-zero.mdx
@ -1,10 +1,11 @@
 # Migrating to Langflow 1.0: A Guide

-Langflow 1.0 is a significant update that brings many exciting changes and improvements to the platform. This guide will walk you through the key differences and help you migrate your existing projects to the new version.
+Langflow 1.0 is a significant update that brings many exciting changes and improvements to the platform.
+This guide will walk you through the key improvements and help you migrate your existing projects to the new version.

 If you have any questions or need assistance during the migration process, please don't hesitate to reach out to in our [Discord](https://discord.gg/wZSWQaukgJ) or [GitHub](https://github.com/logspace-ai/langflow/issues) community.

-We have a special channel
+We have a special channel in our Discord server dedicated to Langflow 1.0 migration, where you can ask questions, share your experiences, and get help from the community.

 ## TLDR;

@ -27,98 +28,98 @@ We have a special channel

 ## Inputs and Outputs of Components

-Langflow 1.0 introduces adds the concept of Inputs and Outputs to flows, allowing clear definition of the data flow between components. Discover how to use Inputs and Outputs to pass data between components and create more dynamic flows.
+Langflow 1.0 introduces adds the concept of Inputs and Outputs to flows, allowing a clear definition of the data flow between components. Discover how to use Inputs and Outputs to pass data between components and create more dynamic flows.

-[Learn more about Inputs and Outputs of Components](../guides/inputs-and-outputs)
+[Learn more about Inputs and Outputs of Components](../migration/inputs-and-outputs)

 ## From Composition to Freedom

 Even though composition is still possible in Langflow 1.0, the new standard is getting data moving through the flow. This allows for more flexibility and control over the data flow in your projects. Check out how to use this in new and existing projects.

-[Learn more about the Flow of Data](../guides/flow-of-data)
+[Learn more about the Flow of Data](../migration/flow-of-data)

 ## Continued Support for LangChain and Multiple Frameworks

 Langflow 1.0 continues to support LangChain while also introducing support for multiple frameworks. This is another important boon that adding the paradigm of data flow brings to the table. Find out how to leverage the power of different frameworks in your projects.

-[Learn more about Supported Frameworks](../guides/supported-frameworks)
+[Learn more about Supported Frameworks](../migration/supported-frameworks)

 ## Sidebar Redesign and Customizable Interaction Panel

 We've expanded on the chat experience by creating a customizable interaction panel that allows you to design a panel that fits your needs and interact with it. The sidebar has also been redesigned to provide a more intuitive and user-friendly experience. Explore the new sidebar and interaction panel features to enhance your workflow.

-[Learn more about some of the UI updates](../guides/sidebar-and-interaction-panel)
+[Learn more about some of the UI updates](../migration/sidebar-and-interaction-panel)

 ## New Native Categories and Components

 Langflow 1.0 introduces many new native categories, including Inputs, Outputs, Helpers, Experimental, Models, and more. Discover the new components available, such as Chat Input, Prompt, Files, API Request, and others.

-[Learn more about New Categories and Components](../guides/new-categories-and-components)
+[Learn more about New Categories and Components](../migration/new-categories-and-components)

 ## New Way of Using Langflow: Text and Record (and more to come)

 With the introduction of Text and Record types connections between Components are more intuitive and easier to understand. This is the first step in a series of improvements to the way you interact with Langflow. Learn how to use Text, and Record and how they help you build better flows.

-[Learn more about Text and Record](../guides/text-and-record)
+[Learn more about Text and Record](../migration/text-and-record)

 ## CustomComponent for All Components

 Almost all components in Langflow 1.0 are now CustomComponents, allowing you to check and modify the code of each component. Discover how to leverage this feature to customize your components to your specific needs.

-[Learn more about CustomComponent](../guides/custom-component)
+[Learn more about CustomComponent](../migration/custom-component)

 ## Compatibility with Previous Versions

 To use flows built in previous versions of Langflow, you can utilize the experimental component Runnable Executor along with an Input and Output. **We'd love your feedback on this**. Learn how to adapt your existing flows to work seamlessly in the new version of Langflow.

-[Learn more about Compatibility with Previous Versions](../guides/compatibility)
+[Learn more about Compatibility with Previous Versions](../migration/compatibility)

 ## Multiple Flows in the Canvas

 Langflow 1.0 allows you to have more than one flow in the canvas and run them separately. Discover how to create and manage multiple flows within a single project.

-[Learn more about Multiple Flows](../guides/multiple-flows)
+[Learn more about Multiple Flows](../migration/multiple-flows)

 ## Improved Component Status

 Each component now displays its status more clearly, allowing you to quickly identify any issues or errors. Explore how to use the new component status feature to troubleshoot and optimize your flows.

-[Learn more about Component Status](../guides/component-status-and-data-passing)
+[Learn more about Component Status](../migration/component-status-and-data-passing)

 ## Connecting Output Components

 You can now connect Output components to any other component (that has a Text output), providing a better understanding of the data flow. Explore the possibilities of connecting Output components and how it enhances your flow's functionality.

-[Learn more about Connecting Output Components](../guides/connecting-output-components)
+[Learn more about Connecting Output Components](../migration/connecting-output-components)

 ## Renaming and Editing Component Descriptions

 Langflow 1.0 allows you to rename and edit the description of each component, making it easier to understand and interact with the flow. Learn how to customize your component names and descriptions for improved clarity.

-[Learn more about Renaming and Editing Components](../guides/renaming-and-editing-components)
+[Learn more about Renaming and Editing Components](../migration/renaming-and-editing-components)

 ## Passing Tweaks and Inputs in the API

 Things got a whole lot easier. You can now pass tweaks and inputs in the API by referencing the Display Name of the component. Discover how to leverage this feature to dynamically control your flow's behavior.

-[Learn more about Passing Tweaks and Inputs](../guides/passing-tweaks-and-inputs)
+[Learn more about Passing Tweaks and Inputs](../migration/passing-tweaks-and-inputs)

 ## Global Variables for Text Fields

 Global Variables can be used in any Text Field across your projects. Learn how to define and utilize Global Variables to streamline your workflow.

-[Learn more about Global Variables](../guides/global-variables)
+[Learn more about Global Variables](../migration/global-variables)

 ## Experimental Components

 Explore the experimental components available in Langflow 1.0, such as SubFlow, which allows you to load a flow as a component dynamically, and Flow as Tool, which enables you to use a flow as a tool for an Agent.

-[Learn more about Experimental Components](../guides/experimental-components)
+[Learn more about Experimental Components](../migration/experimental-components)

 ## Experimental State Management System

 We are experimenting with a State Management system for flows that allows components to trigger other components and pass messages between them using the Notify and Listen components. Discover how to leverage this system to create more dynamic and interactive flows.

-[Learn more about State Management](../guides/state-management)
+[Learn more about State Management](../migration/state-management)

 We hope this guide helps you navigate the changes and improvements in Langflow 1.0. If you have any questions or need further assistance, please don't hesitate to reach out to us in our [Discord](https://discord.gg/wZSWQaukgJ).
--- a/docs/sidebars.js
+++ b/docs/sidebars.js
@ -16,12 +16,36 @@ module.exports = {
      label: "What's New",
      collapsed: false,
      items: [
+        "whats-new/a-new-chapter-langflow",
        "whats-new/migrating-to-one-point-zero",
        "whats-new/customization-control",
        "whats-new/debugging-reimagined",
        "whats-new/simplification-standardization",
      ],
    },
+    {
+      type: "category",
+      label: "Migration Guides",
+      collapsed: false,
+      items: [
+        "migration/flow-of-data",
+        "migration/inputs-and-outputs",
+        "migration/supported-frameworks",
+        "migration/sidebar-and-interaction-panel",
+        "migration/new-categories-and-components",
+        "migration/text-and-record",
+        "migration/custom-component",
+        "migration/compatibility",
+        "migration/multiple-flows",
+        "migration/component-status-and-data-passing",
+        "migration/connecting-output-components",
+        "migration/renaming-and-editing-components",
+        "migration/passing-tweaks-and-inputs",
+        "migration/global-variables",
+        "migration/experimental-components",
+        "migration/state-management",
+      ],
+    },
    {
      type: "category",
      label: "Guidelines",
@ -77,23 +101,6 @@ module.exports = {
        "guides/loading_document",
        "guides/chatprompttemplate_guide",
        "guides/langfuse_integration",
-        "guides/inputs-and-outputs",
-        "guides/flow-of-data",
-        "guides/supported-frameworks",
-        "guides/sidebar-and-interaction-panel",
-        "guides/new-categories-and-components",
-        "guides/text-and-record",
-        "guides/custom-component",
-        "guides/compatibility",
-        "guides/multiple-flows",
-        "guides/component-status-and-data-passing",
-        "guides/connecting-output-components",
-        "guides/renaming-and-editing-components",
-        "guides/passing-tweaks-and-inputs",
-        "guides/global-variables",
-        "guides/experimental-components",
-        "guides/state-management",
-        "guides/run-flow",
      ],
    },
    {
--- a/poetry.lock
+++ b/poetry.lock
@ -239,6 +239,26 @@ typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 [package.extras]
 tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]

+[[package]]
+name = "assemblyai"
+version = "0.23.1"
+description = "AssemblyAI Python SDK"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "assemblyai-0.23.1-py3-none-any.whl", hash = "sha256:2887c7983fa911717cbe37a38d38fcdc8188e62687385b8b6f979546c58354f4"},
+    {file = "assemblyai-0.23.1.tar.gz", hash = "sha256:4a3d4d8c4f6c956c6243f0873147ba29da4c6cf5edd6a1b52e6bdaa209526998"},
+]
+
+[package.dependencies]
+httpx = ">=0.19.0"
+pydantic = ">=1.7.0,<1.10.7 || >1.10.7"
+typing-extensions = ">=3.7"
+websockets = ">=11.0"
+
+[package.extras]
+extras = ["pyaudio (>=0.2.13)"]
+
 [[package]]
 name = "astrapy"
 version = "0.7.7"
@ -331,13 +351,13 @@ files = [

 [[package]]
 name = "bce-python-sdk"
-version = "0.9.5"
+version = "0.9.6"
 description = "BCE SDK for python"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,<4,>=2.7"
 files = [
-    {file = "bce-python-sdk-0.9.5.tar.gz", hash = "sha256:c51dcd17454af7bfeb211d2daf1cd600b6e336f35244c8cb9120c2fd229d281d"},
-    {file = "bce_python_sdk-0.9.5-py3-none-any.whl", hash = "sha256:527e7fb4436e09e3d4fa229548e5ff3e0b5441a5d5f0f5658e2c1dbaac6c1986"},
+    {file = "bce-python-sdk-0.9.6.tar.gz", hash = "sha256:13d2c6d15582391b9d1a4252add28a6a41cf4acc33b53dc38dd7b5a79fd8ed5d"},
+    {file = "bce_python_sdk-0.9.6-py3-none-any.whl", hash = "sha256:b43e10becad4490e639f84be982f97a499bdc0d3485f1f8859a4eb9ad58b03c4"},
 ]

 [package.dependencies]
@ -435,17 +455,17 @@ files = [

 [[package]]
 name = "boto3"
-version = "1.34.71"
+version = "1.34.72"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.71-py3-none-any.whl", hash = "sha256:7ce8c9a50af2f8a159a0dd86b40011d8dfdaba35005a118e51cd3ac72dc630f1"},
-    {file = "boto3-1.34.71.tar.gz", hash = "sha256:d786e7fbe3c4152866199786468a625dc77b9f27294cd7ad4f63cd2e0c927287"},
+    {file = "boto3-1.34.72-py3-none-any.whl", hash = "sha256:a33585ef0d811ee0dffd92a96108344997a3059262c57349be0761d7885f6ae7"},
+    {file = "boto3-1.34.72.tar.gz", hash = "sha256:cbfabd99c113bbb1708c2892e864b6dd739593b97a76fbb2e090a7d965b63b82"},
 ]

 [package.dependencies]
-botocore = ">=1.34.71,<1.35.0"
+botocore = ">=1.34.72,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"

@ -454,13 +474,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]

 [[package]]
 name = "botocore"
-version = "1.34.71"
+version = "1.34.72"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.71-py3-none-any.whl", hash = "sha256:3bc9e23aee73fe6f097823d61f79a8877790436038101a83fa96c7593e8109f8"},
-    {file = "botocore-1.34.71.tar.gz", hash = "sha256:c58f9ed71af2ea53d24146187130541222d7de8c27eb87d23f15457e7b83d88b"},
+    {file = "botocore-1.34.72-py3-none-any.whl", hash = "sha256:a6b92735a73c19a7e540d77320420da3af3f32c91fa661c738c0b8c9f912d782"},
+    {file = "botocore-1.34.72.tar.gz", hash = "sha256:342edb6f91d5839e790411822fc39f9c712c87cdaa7f3b1999f50b1ca16c4a14"},
 ]

 [package.dependencies]
@ -1788,13 +1808,13 @@ gmpy2 = ["gmpy2"]

 [[package]]
 name = "elastic-transport"
-version = "8.12.0"
+version = "8.13.0"
 description = "Transport classes and utilities shared among Python Elastic client libraries"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "elastic-transport-8.12.0.tar.gz", hash = "sha256:48839b942fcce199eece1558ecea6272e116c58da87ca8d495ef12eb61effaf7"},
-    {file = "elastic_transport-8.12.0-py3-none-any.whl", hash = "sha256:87d9dc9dee64a05235e7624ed7e6ab6e5ca16619aa7a6d22e853273b9f1cfbee"},
+    {file = "elastic-transport-8.13.0.tar.gz", hash = "sha256:2410ec1ff51221e8b3a01c0afa9f0d0498e1386a269283801f5c12f98e42dc45"},
+    {file = "elastic_transport-8.13.0-py3-none-any.whl", hash = "sha256:aec890afdddd057762b27ff3553b0be8fa4673ec1a4fd922dfbd00325874bb3d"},
 ]

 [package.dependencies]
@ -1802,24 +1822,25 @@ certifi = "*"
 urllib3 = ">=1.26.2,<3"

 [package.extras]
-develop = ["aiohttp", "furo", "mock", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
+develop = ["aiohttp", "furo", "httpx", "mock", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]

 [[package]]
 name = "elasticsearch"
-version = "8.12.1"
+version = "8.13.0"
 description = "Python client for Elasticsearch"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "elasticsearch-8.12.1-py3-none-any.whl", hash = "sha256:cc459b7e0fb88dc85b43b9d7d254cffad552b0063a3e0a12290c8fa5f138c038"},
-    {file = "elasticsearch-8.12.1.tar.gz", hash = "sha256:00c997720fbd0f2afe5417c8193cf65d116817a0250de0521e30c3e81f00b8ac"},
+    {file = "elasticsearch-8.13.0-py3-none-any.whl", hash = "sha256:4aaf49253e974eb500f01136a487bdd0f09d3cafd37a0456eff6acfff0c9199b"},
+    {file = "elasticsearch-8.13.0.tar.gz", hash = "sha256:e4ebebb22d09f0ef839c26b6aa98e19ccd636bcb77f08c12b562b02cacd5e744"},
 ]

 [package.dependencies]
-elastic-transport = ">=8,<9"
+elastic-transport = ">=8.13,<9"

 [package.extras]
 async = ["aiohttp (>=3,<4)"]
+orjson = ["orjson (>=3)"]
 requests = ["requests (>=2.4.0,<3.0.0)"]

 [[package]]
@ -2950,15 +2971,25 @@ files = [
    {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
 ]

+[[package]]
+name = "html2text"
+version = "2024.2.26"
+description = "Turn HTML into equivalent Markdown-structured text."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "html2text-2024.2.26.tar.gz", hash = "sha256:05f8e367d15aaabc96415376776cdd11afd5127a77fce6e36afc60c563ca2c32"},
+]
+
 [[package]]
 name = "httpcore"
-version = "1.0.4"
+version = "1.0.5"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.4-py3-none-any.whl", hash = "sha256:ac418c1db41bade2ad53ae2f3834a3a0f5ae76b56cf5aa497d2d033384fc7d73"},
-    {file = "httpcore-1.0.4.tar.gz", hash = "sha256:cb2839ccfcba0d2d3c1131d3c3e26dfc327326fbe7a5dc0dbfe9f6c9151bb022"},
+    {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
+    {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
 ]

 [package.dependencies]
@ -2969,7 +3000,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.25.0)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]

 [[package]]
 name = "httplib2"
@ -3605,13 +3636,13 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"

 [[package]]
 name = "kombu"
-version = "5.3.5"
+version = "5.3.6"
 description = "Messaging library for Python."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "kombu-5.3.5-py3-none-any.whl", hash = "sha256:0eac1bbb464afe6fb0924b21bf79460416d25d8abc52546d4f16cad94f789488"},
-    {file = "kombu-5.3.5.tar.gz", hash = "sha256:30e470f1a6b49c70dc6f6d13c3e4cc4e178aa6c469ceb6bcd55645385fc84b93"},
+    {file = "kombu-5.3.6-py3-none-any.whl", hash = "sha256:49f1e62b12369045de2662f62cc584e7df83481a513db83b01f87b5b9785e378"},
+    {file = "kombu-5.3.6.tar.gz", hash = "sha256:f3da5b570a147a5da8280180aa80b03807283d63ea5081fcdb510d18242431d9"},
 ]

 [package.dependencies]
@ -3628,7 +3659,7 @@ mongodb = ["pymongo (>=4.1.1)"]
 msgpack = ["msgpack"]
 pyro = ["pyro4"]
 qpid = ["qpid-python (>=0.26)", "qpid-tools (>=0.26)"]
-redis = ["redis (>=4.5.2,!=4.5.5,<6.0.0)"]
+redis = ["redis (>=4.5.2,!=4.5.5,!=5.0.2)"]
 slmq = ["softlayer-messaging (>=1.0.3)"]
 sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"]
 sqs = ["boto3 (>=1.26.143)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"]
@ -3762,17 +3793,16 @@ extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.

 [[package]]
 name = "langchain-core"
-version = "0.1.33"
+version = "0.1.35"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langchain_core-0.1.35.tar.gz", hash = "sha256:862b8415d4deaf4e06833ef826bcef3614d75c3e7fd82b09b1349cc223f02e9a"},
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 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.1.0,<0.2.0"
 packaging = ">=23.2,<24.0"
@ -3916,7 +3946,7 @@ rich = "^13.7.0"
 sqlmodel = "^0.0.14"
 typer = "^0.9.0"
 uvicorn = "^0.27.0"
-websockets = "^10.3"
+websockets = "*"

 [package.extras]
 all = []
@ -3953,13 +3983,13 @@ openai = ["openai (>=0.27.8)"]

 [[package]]
 name = "langsmith"
-version = "0.1.31"
+version = "0.1.34"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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-    {file = "langsmith-0.1.31.tar.gz", hash = "sha256:efd54ccd44be7fda911bfdc0ead340473df2fdd07345c7252901834d0c4aa37e"},
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 ]

 [package.dependencies]
@ -4008,23 +4038,23 @@ test = ["httpx (>=0.24.1)", "pytest (>=7.4.0)", "scipy (>=1.10)"]

 [[package]]
 name = "llama-index"
-version = "0.10.23"
+version = "0.10.24"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 [package.dependencies]
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 llama-index-cli = ">=0.1.2,<0.2.0"
-llama-index-core = ">=0.10.23,<0.11.0"
+llama-index-core = ">=0.10.24,<0.11.0"
 llama-index-embeddings-openai = ">=0.1.5,<0.2.0"
 llama-index-indices-managed-llama-cloud = ">=0.1.2,<0.2.0"
 llama-index-legacy = ">=0.9.48,<0.10.0"
-llama-index-llms-openai = ">=0.1.5,<0.2.0"
+llama-index-llms-openai = ">=0.1.13,<0.2.0"
 llama-index-multi-modal-llms-openai = ">=0.1.3,<0.2.0"
 llama-index-program-openai = ">=0.1.3,<0.2.0"
 llama-index-question-gen-openai = ">=0.1.2,<0.2.0"
@ -4064,13 +4094,13 @@ llama-index-llms-openai = ">=0.1.1,<0.2.0"

 [[package]]
 name = "llama-index-core"
-version = "0.10.23.post1"
+version = "0.10.25"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]

 [package.dependencies]
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 dirtyjson = ">=1.0.8,<2.0.0"
 fsspec = ">=2023.5.0"
 httpx = "*"
-llamaindex-py-client = ">=0.1.13,<0.2.0"
+llamaindex-py-client = ">=0.1.15,<0.2.0"
 nest-asyncio = ">=1.5.8,<2.0.0"
 networkx = ">=3.0"
 nltk = ">=3.8.1,<4.0.0"
@ -4175,17 +4205,17 @@ query-tools = ["guidance (>=0.0.64,<0.0.65)", "jsonpath-ng (>=1.6.0,<2.0.0)", "l

 [[package]]
 name = "llama-index-llms-openai"
-version = "0.1.12"
+version = "0.1.13"
 description = "llama-index llms openai integration"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
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 ]

 [package.dependencies]
-llama-index-core = ">=0.10.20.post1,<0.11.0"
+llama-index-core = ">=0.10.24,<0.11.0"

 [[package]]
 name = "llama-index-multi-modal-llms-openai"
@ -4204,17 +4234,17 @@ llama-index-llms-openai = ">=0.1.1,<0.2.0"

 [[package]]
 name = "llama-index-program-openai"
-version = "0.1.4"
+version = "0.1.5"
 description = "llama-index program openai integration"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
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 [package.dependencies]
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 llama-index-core = ">=0.10.1,<0.11.0"
 llama-index-llms-openai = ">=0.1.1,<0.2.0"

@ -4284,13 +4314,13 @@ llama-index-core = ">=0.10.7"

 [[package]]
 name = "llamaindex-py-client"
-version = "0.1.13"
+version = "0.1.15"
 description = ""
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 ]

 [package.dependencies]
@ -6533,28 +6563,28 @@ files = [

 [[package]]
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-version = "0.5.1"
+version = "0.6.0"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.8"
 files = [
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 ]

 [[package]]
 name = "pyasn1-modules"
-version = "0.3.0"
+version = "0.4.0"
 description = "A collection of ASN.1-based protocols modules"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
-pyasn1 = ">=0.4.6,<0.6.0"
+pyasn1 = ">=0.4.6,<0.7.0"

 [[package]]
 name = "pyautogen"
@ -7512,26 +7542,26 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}

 [[package]]
 name = "qdrant-client"
-version = "1.8.0"
+version = "1.8.2"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 grpcio = ">=1.41.0"
 grpcio-tools = ">=1.41.0"
-httpx = {version = ">=0.14.0", extras = ["http2"]}
+httpx = {version = ">=0.20.0", extras = ["http2"]}
 numpy = {version = ">=1.21", markers = "python_version >= \"3.8\" and python_version < \"3.12\""}
 portalocker = ">=2.7.0,<3.0.0"
 pydantic = ">=1.10.8"
 urllib3 = ">=1.26.14,<3"

 [package.extras]
-fastembed = ["fastembed (==0.2.2)"]
+fastembed = ["fastembed (==0.2.5)"]

 [[package]]
 name = "qianfan"
@ -7673,19 +7703,19 @@ full = ["numpy"]

 [[package]]
 name = "realtime"
-version = "1.0.0"
+version = "1.0.3"
 description = ""
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 [package.dependencies]
 python-dateutil = ">=2.8.1,<3.0.0"
 typing-extensions = ">=4.2.0,<5.0.0"
-websockets = ">=10.3,<11.0"
+websockets = ">=11,<13"

 [[package]]
 name = "red-black-tree-mod"
@ -8460,36 +8490,36 @@ files = [

 [[package]]
 name = "supabase"
-version = "2.4.0"
+version = "2.4.1"
 description = "Supabase client for Python."
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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-httpx = ">=0.24,<0.26"
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 postgrest = ">=0.10.8,<0.17.0"
 realtime = ">=1.0.0,<2.0.0"
 storage3 = ">=0.5.3,<0.8.0"
-supafunc = ">=0.3.1,<0.4.0"
+supafunc = ">=0.3.1,<0.5.0"

 [[package]]
 name = "supafunc"
-version = "0.3.3"
+version = "0.4.5"
 description = "Library for Supabase Functions"
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 [package.dependencies]
-httpx = ">=0.24,<0.26"
+httpx = ">=0.24,<0.28"

 [[package]]
 name = "sympy"
@ -9008,13 +9038,13 @@ files = [

 [[package]]
 name = "types-passlib"
-version = "1.7.7.20240311"
+version = "1.7.7.20240327"
 description = "Typing stubs for passlib"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]

 [[package]]
@ -9636,80 +9666,83 @@ test = ["websockets"]

 [[package]]
 name = "websockets"
-version = "10.4"
+version = "12.0"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]

 [[package]]
@ -10189,4 +10222,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "f5a9ece79b43c4c1a418b25968c258f8e86d3335559993b7650b01505f0ad5a3"
+content-hash = "54dd8f21b3a7ec73a22735bcb2c59c12cb9f52ff11e66eeffd1d80d6696d0d8e"
--- a/pyproject.toml
+++ b/pyproject.toml
@ -80,6 +80,8 @@ langchain-openai = "^0.0.5"
 unstructured = { extras = ["md"], version = "^0.12.4" }
 dspy-ai = "^2.4.0"
 crewai = "^0.22.5"
+html2text = "^2024.2.26"
+assemblyai = "^0.23.1"

 [tool.poetry.group.dev.dependencies]
 types-redis = "^4.6.0.5"
--- a/src/backend/base/langflow/api/v1/chat.py
+++ b/src/backend/base/langflow/api/v1/chat.py
@ -7,7 +7,12 @@ from fastapi import APIRouter, BackgroundTasks, Body, Depends, HTTPException
 from fastapi.responses import StreamingResponse
 from loguru import logger

-from langflow.api.utils import build_and_cache_graph, format_elapsed_time, format_exception_message
+from langflow.api.utils import (
+    build_and_cache_graph,
+    format_elapsed_time,
+    format_exception_message,
+    get_top_level_vertices,
+)
 from langflow.api.v1.schemas import (
    InputValueRequest,
    ResultDataResponse,
@ -93,7 +98,8 @@ async def get_vertices(
        # and return the same structure but only with the ids
        run_id = uuid.uuid4()
        graph.set_run_id(run_id)
-        return VerticesOrderResponse(ids=first_layer, run_id=run_id, vertices_to_run=list(graph.vertices_to_run))
+        vertices_to_run = list(graph.vertices_to_run) + get_top_level_vertices(graph, graph.vertices_to_run)
+        return VerticesOrderResponse(ids=first_layer, run_id=run_id, vertices_to_run=vertices_to_run)

    except Exception as exc:
        logger.error(f"Error checking build status: {exc}")
--- a/src/backend/base/langflow/components/experimental/RunnableExecutor.py
+++ b/src/backend/base/langflow/components/experimental/RunnableExecutor.py
@ -5,15 +5,22 @@ from langflow.interface.custom.custom_component import CustomComponent


 class RunnableExecComponent(CustomComponent):
-    documentation: str = "http://docs.langflow.org/components/custom"
+    description = "Execute a runnable. It will try to guess the input and output keys."
    display_name = "Runnable Executor"
    beta: bool = True
+    field_order = [
+        "input_key",
+        "output_key",
+        "input_value",
+        "runnable",
+    ]

    def build_config(self):
        return {
            "input_key": {
                "display_name": "Input Key",
                "info": "The key to use for the input.",
+                "advanced": True,
            },
            "input_value": {
                "display_name": "Inputs",
@ -22,21 +29,79 @@ class RunnableExecComponent(CustomComponent):
            "runnable": {
                "display_name": "Runnable",
                "info": "The runnable to execute.",
+                "input_types": ["Chain", "AgentExecutor", "Agent", "Runnable"],
            },
            "output_key": {
                "display_name": "Output Key",
                "info": "The key to use for the output.",
+                "advanced": True,
            },
        }

+    def get_output(self, result, input_key, output_key):
+        """
+        Retrieves the output value from the given result dictionary based on the specified input and output keys.
+
+        Args:
+            result (dict): The result dictionary containing the output value.
+            input_key (str): The key used to retrieve the input value from the result dictionary.
+            output_key (str): The key used to retrieve the output value from the result dictionary.
+
+        Returns:
+            tuple: A tuple containing the output value and the status message.
+
+        """
+        possible_output_keys = ["answer", "response", "output", "result", "text"]
+        status = ""
+        result_value = None
+
+        if output_key in result:
+            result_value = result.get(output_key)
+        elif len(result) == 2 and input_key in result:
+            # get the other key from the result dict
+            other_key = [k for k in result if k != input_key][0]
+            if other_key == output_key:
+                result_value = result.get(output_key)
+            else:
+                status += f"Warning: The output key is not '{output_key}'. The output key is '{other_key}'."
+                result_value = result.get(other_key)
+        elif len(result) == 1:
+            result_value = list(result.values())[0]
+        elif any(k in result for k in possible_output_keys):
+            for key in possible_output_keys:
+                if key in result:
+                    result_value = result.get(key)
+                    status += f"Output key: '{key}'."
+                    break
+            if result_value is None:
+                result_value = result
+                status += f"Warning: The output key is not '{output_key}'."
+        else:
+            result_value = result
+            status += f"Warning: The output key is not '{output_key}'."
+
+        return result_value, status
+
    def build(
        self,
-        input_key: str,
        input_value: Text,
        runnable: Runnable,
+        input_key: str = "input",
        output_key: str = "output",
    ) -> Text:
+        input_dict = {}
+        status = ""
+        if hasattr(runnable, "input_keys"):
+            # Check if input_key is in the runnable's input_keys
+            if input_key in runnable.input_keys:
+                input_dict[input_key] = input_value
+            else:
+                input_dict = {k: input_value for k in runnable.input_keys}
+                status = f"Warning: The input key is not '{input_key}'. The input key is '{runnable.input_keys}'."
+
        result = runnable.invoke({input_key: input_value})
-        result = result.get(output_key)
-        self.status = result
-        return result
+        result_value, _status = self.get_output(result, input_key, output_key)
+        status += _status
+        status += f"\n\nOutput: {result_value}\n\nRaw Output: {result}"
+        self.status = status
+        return result_value
--- a/src/backend/base/langflow/components/vectorstores/AstraDB.py
+++ b/src/backend/base/langflow/components/vectorstores/AstraDB.py
@ -11,6 +11,8 @@ from langflow.schema import Record
 class AstraDBVectorStoreComponent(CustomComponent):
    display_name = "AstraDB Vector Store"
    description = "Builds or loads an AstraDB Vector Store"
+    icon = "AstraDB"
+    field_order = ["token", "api_endpoint", "collection_name", "inputs", "embedding"]

    def build_config(self):
        return {
--- a/src/backend/base/langflow/components/vectorstores/AstraDBSearch.py
+++ b/src/backend/base/langflow/components/vectorstores/AstraDBSearch.py
@ -9,6 +9,8 @@ from langflow.schema import Record
 class AstraDBSearchComponent(LCVectorStoreComponent):
    display_name = "AstraDB Search"
    description = "Searches an existing AstraDB Vector Store"
+    icon = "AstraDB"
+    field_order = ["token", "api_endpoint", "collection_name", "input_value", "embedding"]

    def build_config(self):
        return {
--- a/src/backend/base/langflow/graph/graph/constants.py
+++ b/src/backend/base/langflow/graph/graph/constants.py
@ -3,8 +3,10 @@ from langflow.interface.agents.base import agent_creator
 from langflow.interface.custom.base import custom_component_creator
 from langflow.interface.document_loaders.base import documentloader_creator
 from langflow.interface.embeddings.base import embedding_creator
+from langflow.interface.llms.base import llm_creator
 from langflow.interface.memories.base import memory_creator
 from langflow.interface.output_parsers.base import output_parser_creator
+from langflow.interface.prompts.base import prompt_creator
 from langflow.interface.retrievers.base import retriever_creator
 from langflow.interface.text_splitters.base import textsplitter_creator
 from langflow.interface.toolkits.base import toolkits_creator
@ -33,13 +35,13 @@ class VertexTypesDict(LazyLoadDictBase):

    def get_type_dict(self):
        return {
-            # **{t: types.PromptVertex for t in prompt_creator.to_list()},
+            **{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.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()},
--- a/src/backend/base/langflow/interface/custom/custom_component/component.py
+++ b/src/backend/base/langflow/interface/custom/custom_component/component.py
@ -34,6 +34,10 @@ class Component:
            if key == "user_id":
                setattr(self, "_user_id", value)
            else:
+                if key == "code" and "from langflow import CustomComponent" in value:
+                    value = value.replace(
+                        "from langflow import CustomComponent", "from langflow.custom import CustomComponent"
+                    )
                setattr(self, key, value)

    def __setattr__(self, key, value):
--- a/src/backend/base/langflow/interface/initialize/loading.py
+++ b/src/backend/base/langflow/interface/initialize/loading.py
@ -186,6 +186,8 @@ async def instantiate_custom_component(params, user_id, vertex):
    custom_repr = custom_component.custom_repr()
    if not custom_repr and isinstance(build_result, (dict, Record, str)):
        custom_repr = build_result
+    if not isinstance(custom_repr, str):
+        custom_repr = str(custom_repr)
    return custom_component, build_result, {"repr": custom_repr}


--- a/src/backend/base/langflow/interface/llms/base.py
+++ b/src/backend/base/langflow/interface/llms/base.py
@ -4,7 +4,6 @@ from loguru import logger

 from langflow.interface.base import LangChainTypeCreator
 from langflow.interface.custom_lists import llm_type_to_cls_dict
-from langflow.services.deps import get_settings_service
 from langflow.template.frontend_node.llms import LLMFrontendNode
 from langflow.utils.util import build_template_from_class

@ -34,11 +33,10 @@ class LLMCreator(LangChainTypeCreator):
            return None

    def to_list(self) -> List[str]:
-        settings_service = get_settings_service()
        return [
            llm.__name__
            for llm in self.type_to_loader_dict.values()
-            if llm.__name__ in settings_service.settings.LLMS or settings_service.settings.DEV
+            # if llm.__name__ in settings_service.settings.LLMS or settings_service.settings.DEV
        ]


--- a/src/backend/base/langflow/services/monitor/utils.py
+++ b/src/backend/base/langflow/services/monitor/utils.py
@ -156,4 +156,4 @@ async def log_vertex_build(
        }
        monitor_service.add_row(table_name="vertex_builds", data=row)
    except Exception as e:
-        logger.error(f"Error logging vertex build: {e}")
+        logger.exception(f"Error logging vertex build: {e}")
--- a/src/backend/base/langflow/utils/validate.py
+++ b/src/backend/base/langflow/utils/validate.py
@ -157,6 +157,9 @@ def create_class(code, class_name):
    if not hasattr(ast, "TypeIgnore"):
        ast.TypeIgnore = create_type_ignore_class()

+    # Replace from langflow import CustomComponent with from langflow.custom import CustomComponent
+    code = code.replace("from langflow import CustomComponent", "from langflow.custom import CustomComponent")
+
    module = ast.parse(code)
    exec_globals = prepare_global_scope(code, module)

--- a/src/backend/base/poetry.lock
+++ b/src/backend/base/poetry.lock
@ -1885,13 +1885,13 @@ files = [

 [[package]]
 name = "httpcore"
-version = "1.0.4"
+version = "1.0.5"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.4-py3-none-any.whl", hash = "sha256:ac418c1db41bade2ad53ae2f3834a3a0f5ae76b56cf5aa497d2d033384fc7d73"},
-    {file = "httpcore-1.0.4.tar.gz", hash = "sha256:cb2839ccfcba0d2d3c1131d3c3e26dfc327326fbe7a5dc0dbfe9f6c9151bb022"},
+    {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
+    {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
 ]

 [package.dependencies]
@ -1902,7 +1902,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.25.0)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]

 [[package]]
 name = "httptools"
@ -2484,17 +2484,16 @@ extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.

 [[package]]
 name = "langchain-core"
-version = "0.1.33"
+version = "0.1.35"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.1.33-py3-none-any.whl", hash = "sha256:cee7fbab114c74b7279a92c8a376b40344b0fa3d0f0af3143a858e3b7485bf13"},
-    {file = "langchain_core-0.1.33.tar.gz", hash = "sha256:545eff3de83cc58231bd2b0c6d672323fc2077b94d326ba1a3219118af1d1a66"},
+    {file = "langchain_core-0.1.35-py3-none-any.whl", hash = "sha256:9d790446ea211f4cb620886081cc5a5723bc9a2dc90af1f6205aded2ee61bb71"},
+    {file = "langchain_core-0.1.35.tar.gz", hash = "sha256:862b8415d4deaf4e06833ef826bcef3614d75c3e7fd82b09b1349cc223f02e9a"},
 ]

 [package.dependencies]
-anyio = ">=3,<5"
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.1.0,<0.2.0"
 packaging = ">=23.2,<24.0"
@ -2543,13 +2542,13 @@ extended-testing = ["lxml (>=5.1.0,<6.0.0)"]

 [[package]]
 name = "langsmith"
-version = "0.1.31"
+version = "0.1.34"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.31-py3-none-any.whl", hash = "sha256:5211a9dc00831db307eb843485a97096484b697b5d2cd1efaac34228e97ca087"},
-    {file = "langsmith-0.1.31.tar.gz", hash = "sha256:efd54ccd44be7fda911bfdc0ead340473df2fdd07345c7252901834d0c4aa37e"},
+    {file = "langsmith-0.1.34-py3-none-any.whl", hash = "sha256:1f43e9e1f3985be150ff949136a381e627627be4ce2d8dba6f2d8b9f58273420"},
+    {file = "langsmith-0.1.34.tar.gz", hash = "sha256:9bd248723b4f2c9a805146a039b001170bdf20c80b6499cc553d260aaf4ac4f5"},
 ]

 [package.dependencies]
@ -4042,28 +4041,28 @@ tests = ["pytest"]

 [[package]]
 name = "pyasn1"
-version = "0.5.1"
+version = "0.6.0"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pyasn1-0.5.1-py2.py3-none-any.whl", hash = "sha256:4439847c58d40b1d0a573d07e3856e95333f1976294494c325775aeca506eb58"},
-    {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"},
+    {file = "pyasn1-0.6.0-py2.py3-none-any.whl", hash = "sha256:cca4bb0f2df5504f02f6f8a775b6e416ff9b0b3b16f7ee80b5a3153d9b804473"},
+    {file = "pyasn1-0.6.0.tar.gz", hash = "sha256:3a35ab2c4b5ef98e17dfdec8ab074046fbda76e281c5a706ccd82328cfc8f64c"},
 ]

 [[package]]
 name = "pyasn1-modules"
-version = "0.3.0"
+version = "0.4.0"
 description = "A collection of ASN.1-based protocols modules"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pyasn1_modules-0.3.0-py2.py3-none-any.whl", hash = "sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d"},
-    {file = "pyasn1_modules-0.3.0.tar.gz", hash = "sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c"},
+    {file = "pyasn1_modules-0.4.0-py3-none-any.whl", hash = "sha256:be04f15b66c206eed667e0bb5ab27e2b1855ea54a842e5037738099e8ca4ae0b"},
+    {file = "pyasn1_modules-0.4.0.tar.gz", hash = "sha256:831dbcea1b177b28c9baddf4c6d1013c24c3accd14a1873fffaa6a2e905f17b6"},
 ]

 [package.dependencies]
-pyasn1 = ">=0.4.6,<0.6.0"
+pyasn1 = ">=0.4.6,<0.7.0"

 [[package]]
 name = "pycparser"
@ -5283,13 +5282,13 @@ files = [

 [[package]]
 name = "types-passlib"
-version = "1.7.7.20240311"
+version = "1.7.7.20240327"
 description = "Typing stubs for passlib"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-passlib-1.7.7.20240311.tar.gz", hash = "sha256:287dd27cec5421daf6be5c295f681baf343c146038c8bde4db783bcac1beccb7"},
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+    {file = "types-passlib-1.7.7.20240327.tar.gz", hash = "sha256:4cce6a1a3a6afee9fc4728b4d9784300764ac2be747f5bcc01646d904b85f4bb"},
+    {file = "types_passlib-1.7.7.20240327-py3-none-any.whl", hash = "sha256:3a3b7f4258b71034d2e2f4f307d6810f9904f906cdf375514c8bdbdb28a4ad23"},
 ]

 [[package]]
@ -5644,80 +5643,83 @@ test = ["websockets"]

 [[package]]
 name = "websockets"
-version = "10.4"
+version = "12.0"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]

 [[package]]
@ -6041,4 +6043,4 @@ local = []
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "171d9e4a943b34877aa2e6084aca150cf7835da7d7cc87b8f2d7d1c07801412e"
+content-hash = "95ecb4112719931edb680b2749b1302f99c76ae15fe6d4be0eed972d73df8aa1"
--- a/src/backend/base/pyproject.toml
+++ b/src/backend/base/pyproject.toml
@ -38,7 +38,7 @@ rich = "^13.7.0"
 langchain-experimental = "*"
 pydantic = "^2.5.0"
 pydantic-settings = "^2.1.0"
-websockets = "^10.3"
+websockets = "*"
 typer = "^0.9.0"
 cachetools = "^5.3.1"
 platformdirs = "^4.2.0"
--- a/src/frontend/.github/workflows/playwright.yml
+++ b/src/frontend/.github/workflows/playwright.yml
@ -1,27 +0,0 @@
-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
--- a/src/frontend/package-lock.json
+++ b/src/frontend/package-lock.json
@ -7034,9 +7034,9 @@
      }
    },
    "node_modules/katex": {
-      "version": "0.16.9",
-      "resolved": "https://registry.npmjs.org/katex/-/katex-0.16.9.tgz",
-      "integrity": "sha512-fsSYjWS0EEOwvy81j3vRA8TEAhQhKiqO+FQaKWp0m39qwOzHVBgAUBIXWj1pB+O2W3fIpNa6Y9KSKCVbfPhyAQ==",
+      "version": "0.16.10",
+      "resolved": "https://registry.npmjs.org/katex/-/katex-0.16.10.tgz",
+      "integrity": "sha512-ZiqaC04tp2O5utMsl2TEZTXxa6WSC4yo0fv5ML++D3QZv/vx2Mct0mTlRx3O+uUkjfuAgOkzsCmq5MiUEsDDdA==",
      "funding": [
        "https://opencollective.com/katex",
        "https://github.com/sponsors/katex"
--- a/src/frontend/playwright-report/index.html
+++ b/src/frontend/playwright-report/index.html
@ -1,15 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-  <head>
-    <meta charset="UTF-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Document</title>
-  </head>
-  <body>
-    <ul>
-      <li>
-        <a href="./e2e/index.html">e2e report</a>
-      </li>
-    </ul>
-  </body>
-</html>
--- a/src/frontend/playwright.config.ts
+++ b/src/frontend/playwright.config.ts
@ -12,7 +12,7 @@ import { defineConfig, devices } from "@playwright/test";
 export default defineConfig({
  testDir: "./tests",
  /* Run tests in files in parallel */
-  fullyParallel: false,
+  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 */
@ -20,18 +20,22 @@ export default defineConfig({
  /* Opt out of parallel tests on CI. */
  workers: process.env.CI ? 2 : undefined,
  /* Reporter to use. See https://playwright.dev/docs/test-reporters */
-  reporter: [
-    ["html", { open: "never", outputFolder: "playwright-report/test-results" }],
-  ],
+  timeout: 120 * 1000,
+  // reporter: [
+  //   ["html", { open: "never", outputFolder: "playwright-report/test-results" }],
+  // ],
+  reporter: process.env.CI ? "blob" : "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",
+    baseURL: "http://localhost:3000/",

    /* Collect trace when retrying the failed test. See https://playwright.dev/docs/trace-viewer */
    trace: "on-first-retry",
  },

+  globalTeardown: require.resolve("./tests/globalTeardown.ts"),
+
  /* Configure projects for major browsers */
  projects: [
    {
@ -48,39 +52,28 @@ export default defineConfig({
    //   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 backend",
-  //     reuseExistingServer: !process.env.CI,
-  //     timeout: 120 * 1000,
-  //   },
-  //   {
-  //     command: "npm run start",
-  //     url: "http://127.0.0.1:3000",
-  //     reuseExistingServer: !process.env.CI,
-  //   },
-  // ],
+  webServer: [
+    {
+      command:
+        "poetry run uvicorn --factory langflow.main:create_app --host 127.0.0.1 --port 7860",
+      port: 7860,
+      env: {
+        LANGFLOW_DATABASE_URL: "sqlite:///./temp",
+        LANGFLOW_AUTO_LOGIN: "true",
+      },
+      stdout: "ignore",
+
+      reuseExistingServer: !process.env.CI,
+      timeout: 120 * 1000,
+    },
+    {
+      command: "npm start",
+      port: 3000,
+      env: {
+        VITE_PROXY_TARGET: "http://127.0.0.1:7860",
+      },
+    },
+  ],
 });
--- a/src/frontend/run-tests.sh
+++ b/src/frontend/run-tests.sh
@ -3,6 +3,17 @@
 # Default value for the --ui flag
 ui=false

+# Absolute path to the project root directory
+PROJECT_ROOT="../../"
+
+# Check if necessary commands are available
+for cmd in npx poetry fuser; do
+    if ! command -v $cmd &> /dev/null; then
+        echo "Error: Required command '$cmd' is not installed. Aborting."
+        exit 1
+    fi
+done
+
 # Parse command-line arguments
 while [[ $# -gt 0 ]]; do
    key="$1"
@ -23,54 +34,85 @@ done
 terminate_process_by_port() {
    port="$1"
    echo "Terminating process on port: $port"
-    fuser -k -n tcp "$port"  # Forcefully terminate processes using the specified port
-    echo "Process terminated."
+    if ! fuser -k -n tcp "$port"; then
+        echo "Failed to terminate process on port $port. Please check manually."
+    else
+        echo "Process terminated."
+    fi
 }

 delete_temp() {
-    cd ../../
-    echo "Deleting temp database"
-    rm temp
-    echo "Temp database deleted."
+    if cd "$PROJECT_ROOT"; then
+        echo "Deleting temp database"
+        rm -f temp && echo "Temp database deleted." || echo "Failed to delete temp database."
+    else
+        echo "Failed to navigate to project root for cleanup."
+    fi
 }

-
 # Trap signals to ensure cleanup on script termination
 trap 'terminate_process_by_port 7860; terminate_process_by_port 3000; delete_temp' EXIT

-# install playwright if there is not installed yet
-npx playwright install
+# Ensure the script is executed from the project root directory
+if ! cd "$PROJECT_ROOT"; then
+    echo "Error: Failed to navigate to project root directory. Aborting."
+    exit 1
+fi

-# Navigate to the project root directory (where the Makefile is located)
-cd ../../
+# Install playwright if not installed yet
+if ! npx playwright install; then
+    echo "Error: Failed to install Playwright. Aborting."
+    exit 1
+fi

-# Start the frontend using 'make frontend' in the background
-make frontend &
+# Start the frontend
+make frontend > /dev/null 2>&1 &

-# Give some time for the frontend to start (adjust sleep duration as needed)
+# Adjust sleep duration as needed
 sleep 10

-#install backend 
-poetry install --extras deploy
+# Install backend dependencies
+if ! poetry install; then
+    echo "Error: Failed to install backend dependencies. Aborting."
+    exit 1
+fi

-# Start the backend using 'make backend' in the background
-LANGFLOW_DATABASE_URL=sqlite:///./temp LANGFLOW_AUTO_LOGIN=True poetry run langflow run --backend-only --port 7860 --host 0.0.0.0 --no-open-browser --env-file .env &
-
-# Give some time for the backend to start (adjust sleep duration as needed)
+# Start the backend
+LANGFLOW_DATABASE_URL=sqlite:///./temp LANGFLOW_AUTO_LOGIN=True poetry run langflow run --backend-only --port 7860 --host 0.0.0.0 --no-open-browser > /dev/null 2>&1 &
+backend_pid=$!  # Capture PID of the backend process
+# Adjust sleep duration as needed
 sleep 25

 # Navigate to the test directory
-cd src/frontend
-
-# Run Playwright tests with or without UI based on the --ui flag
-if [ "$ui" = true ]; then
-    PLAYWRIGHT_HTML_REPORT=playwright-report/e2e npx playwright test tests/end-to-end --ui --project=chromium
-else
-    PLAYWRIGHT_HTML_REPORT=playwright-report/e2e npx playwright test tests/end-to-end --project=chromium
+if ! cd src/frontend; then
+    echo "Error: Failed to navigate to test directory. Aborting."
+    kill $backend_pid  # Terminate the backend process if navigation fails
+    echo "Backend process terminated."
+    exit 1
 fi

-npx playwright show-report
+# Check if backend is running
+if ! lsof -i :7860; then
+    echo "Error: Backend is not running. Aborting."
+    exit 1
+fi

-# After the tests are finished, you can add cleanup or teardown logic here if needed
+# Run Playwright tests
+if [ "$ui" = true ]; then
+    TEST_COMMAND="npx playwright test tests/end-to-end --ui --project=chromium"
+else
+    TEST_COMMAND="npx playwright test tests/end-to-end --project=chromium"
+fi

-# The trap will automatically terminate processes by port on script exit
+if ! PLAYWRIGHT_HTML_REPORT=playwright-report/e2e $TEST_COMMAND; then
+    echo "Error: Playwright tests failed. Aborting."
+    exit 1
+fi
+
+if [ "$ui" = true ]; then
+    echo "Opening Playwright report..."
+    npx playwright show-report
+fi
+
+
+trap 'terminate_process_by_port 7860; terminate_process_by_port 3000; delete_temp; kill $backend_pid 2>/dev/null' EXIT
--- a/src/frontend/src/components/chatComponent/index.tsx
+++ b/src/frontend/src/components/chatComponent/index.tsx
@ -50,7 +50,7 @@ export default function FlowToolbar({ flow }: ChatType): JSX.Element {
        <button
          disabled={!hasApiKey || !validApiKey || !hasStore}
          className={classNames(
-            "relative inline-flex h-full w-full items-center justify-center gap-[4px] bg-muted px-5 py-3 text-sm font-semibold text-foreground transition-all duration-500 ease-in-out hover:bg-background hover:bg-hover ",
+            "relative inline-flex h-full w-full items-center justify-center gap-[4px] bg-muted px-5 py-3 text-sm font-semibold text-foreground transition-all duration-150 ease-in-out hover:bg-background hover:bg-hover ",
            !hasApiKey || !validApiKey || !hasStore
              ? " button-disable text-muted-foreground  "
              : ""
@ -93,7 +93,7 @@ export default function FlowToolbar({ flow }: ChatType): JSX.Element {
            <div className="flex h-full w-full  gap-1 rounded-sm text-medium-indigo transition-all">
              {hasIO ? (
                <IOView open={open} setOpen={setOpen} disable={!hasIO}>
-                  <div className="relative inline-flex w-full items-center justify-center   gap-1 px-5 py-3 text-sm font-semibold text-medium-indigo transition-all transition-all duration-500 ease-in-out ease-in-out hover:bg-hover">
+                  <div className="relative inline-flex w-full items-center justify-center   gap-1 px-5 py-3 text-sm font-semibold text-medium-indigo transition-all transition-all duration-150 ease-in-out ease-in-out hover:bg-hover">
                    <ForwardedIconComponent
                      name="Zap"
                      className={"message-button-icon h-5 w-5 transition-all"}
@ -103,7 +103,7 @@ export default function FlowToolbar({ flow }: ChatType): JSX.Element {
                </IOView>
              ) : (
                <div
-                  className={`relative inline-flex w-full cursor-not-allowed items-center justify-center gap-1 px-5 py-3 text-sm font-semibold text-muted-foreground transition-all duration-500 ease-in-out ease-in-out`}
+                  className={`relative inline-flex w-full cursor-not-allowed items-center justify-center gap-1 px-5 py-3 text-sm font-semibold text-muted-foreground transition-all duration-150 ease-in-out ease-in-out`}
                >
                  <ForwardedIconComponent
                    name="Zap"
@ -123,7 +123,7 @@ export default function FlowToolbar({ flow }: ChatType): JSX.Element {
                <ApiModal flow={currentFlow}>
                  <div
                    className={classNames(
-                      "relative inline-flex w-full items-center justify-center gap-1 px-5 py-3 text-sm font-semibold text-foreground transition-all duration-500 ease-in-out hover:bg-hover"
+                      "relative inline-flex w-full items-center justify-center gap-1 px-5 py-3 text-sm font-semibold text-foreground transition-all duration-150 ease-in-out hover:bg-hover"
                    )}
                  >
                    <ForwardedIconComponent
--- a/src/frontend/src/icons/AstraDB/AstraDB.jsx
+++ b/src/frontend/src/icons/AstraDB/AstraDB.jsx
@ -0,0 +1,16 @@
+const AstraSVG = (props) => (
+<svg width="96" height="96" viewBox="12 33 72 29" fill="none" xmlns="http://www.w3.org/2000/svg" {...props}>
+<g clip-path="url(#clip0_702_1449)">
+{/* <rect width="96" height="96" rx="6" fill="white"/> */}
+<path d="M38.0469 33H12V62.1892H38.0469L44.5902 57.1406V38.0485L38.0469 33ZM17.0478 38.0485H39.5424V57.1459H17.0478V38.0485Z" fill="black"/>
+<path d="M82.0705 38.2605V33.3243H58.2546L51.788 38.2605V45.038L58.2546 49.9742H79.0107V56.9286H53.076V61.8648H77.5334L84 56.9286V49.9742L77.5334 45.038H56.7772V38.2605H82.0705Z" fill="black"/>
+</g>
+<defs>
+<clipPath id="clip0_702_1449">
+<rect width="96" height="96" fill="white"/>
+</clipPath>
+</defs>
+</svg>
+
+);
+export default AstraSVG;
--- a/src/frontend/src/icons/AstraDB/Favicon.svg
+++ b/src/frontend/src/icons/AstraDB/Favicon.svg
@ -0,0 +1,12 @@
+<svg width="96" height="96" viewBox="0 0 96 96" fill="none" xmlns="http://www.w3.org/2000/svg">
+<g clip-path="url(#clip0_702_1449)">
+<rect width="96" height="96" rx="6" fill="white"/>
+<path d="M38.0469 33H12V62.1892H38.0469L44.5902 57.1406V38.0485L38.0469 33ZM17.0478 38.0485H39.5424V57.1459H17.0478V38.0485Z" fill="black"/>
+<path d="M82.0705 38.2605V33.3243H58.2546L51.788 38.2605V45.038L58.2546 49.9742H79.0107V56.9286H53.076V61.8648H77.5334L84 56.9286V49.9742L77.5334 45.038H56.7772V38.2605H82.0705Z" fill="black"/>
+</g>
+<defs>
+<clipPath id="clip0_702_1449">
+<rect width="96" height="96" fill="white"/>
+</clipPath>
+</defs>
+</svg>
--- a/src/frontend/src/icons/AstraDB/index.tsx
+++ b/src/frontend/src/icons/AstraDB/index.tsx
@ -0,0 +1,9 @@
+import React, { forwardRef } from "react";
+import AstraSVG from "./AstraDB";
+
+export const AstraDBIcon = forwardRef<
+  SVGSVGElement,
+  React.PropsWithChildren<{}>
+>((props, ref) => {
+  return <AstraSVG ref={ref} {...props} />;
+});
--- a/src/frontend/src/stores/flowStore.ts
+++ b/src/frontend/src/stores/flowStore.ts
@ -505,6 +505,17 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
      );

      useFlowStore.getState().updateBuildStatus([vertexBuildData.id], status);
+
+      const verticesIds = get().verticesBuild?.verticesIds;
+      const newFlowBuildStatus = { ...get().flowBuildStatus };
+      // filter out the vertices that are not status
+      const verticesToUpdate = verticesIds?.filter(
+        (id) => newFlowBuildStatus[id]?.status !== BuildStatus.BUILT
+      );
+
+      if (verticesToUpdate) {
+        useFlowStore.getState().updateBuildStatus(verticesToUpdate, status);
+      }
    }
    await buildVertices({
      input_value,
@ -591,7 +602,6 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
  },
  updateBuildStatus: (nodeIdList: string[], status: BuildStatus) => {
    const newFlowBuildStatus = { ...get().flowBuildStatus };
-
    nodeIdList.forEach((id) => {
      newFlowBuildStatus[id] = {
        status,
--- a/src/frontend/src/utils/styleUtils.ts
+++ b/src/frontend/src/utils/styleUtils.ts
@ -139,6 +139,7 @@ import { FaApple, FaGithub } from "react-icons/fa";
 import { AWSIcon } from "../icons/AWS";
 import { AirbyteIcon } from "../icons/Airbyte";
 import { AnthropicIcon } from "../icons/Anthropic";
+import { AstraDBIcon } from "../icons/AstraDB";
 import { AzureIcon } from "../icons/Azure";
 import { BingIcon } from "../icons/Bing";
 import { BotMessageSquareIcon } from "../icons/BotMessageSquare";
@ -312,6 +313,7 @@ export const nodeIconsLucide: iconsType = {
  Amazon: AWSIcon,
  Anthropic: AnthropicIcon,
  ChatAnthropic: AnthropicIcon,
+  AstraDB: AstraDBIcon,
  BingSearchAPIWrapper: BingIcon,
  BingSearchRun: BingIcon,
  Cohere: CohereIcon,
--- a/src/frontend/tests/end-to-end/auto_login.spec.ts
+++ b/src/frontend/tests/end-to-end/auto_login.spec.ts
@ -1,28 +1,28 @@
 import { test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(16000);
-  test.setTimeout(140000);
+  // await page.waitForTimeout(16000);
+  // test.setTimeout(140000);
 });
 test.describe("Auto_login tests", () => {
  test("auto_login sign in", async ({ page }) => {
-    await page.goto("http:localhost:3000/");
+    await page.goto("/");
    await page.locator('//*[@id="new-project-btn"]').click();
  });

  test("auto_login block_admin", async ({ page }) => {
-    await page.goto("http:localhost:3000/");
+    await page.goto("/");
    await page.locator('//*[@id="new-project-btn"]').click();
    await page.waitForTimeout(5000);

-    await page.goto("http:localhost:3000/login");
+    await page.goto("/login");
    await page.locator('//*[@id="new-project-btn"]').click();
    await page.waitForTimeout(5000);

-    await page.goto("http:localhost:3000/admin");
+    await page.goto("/admin");
    await page.locator('//*[@id="new-project-btn"]').click();
    await page.waitForTimeout(5000);

-    await page.goto("http:localhost:3000/admin/login");
+    await page.goto("/admin/login");
    await page.locator('//*[@id="new-project-btn"]').click();
    await page.waitForTimeout(5000);
  });
--- a/src/frontend/tests/end-to-end/codeAreaModalComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/codeAreaModalComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(2000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(2000);
+  // test.setTimeout(120000);
 });
 test("CodeAreaModalComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/dragAndDrop.spec.ts
+++ b/src/frontend/tests/end-to-end/dragAndDrop.spec.ts
@ -1,13 +1,13 @@
 import { expect, test } from "@playwright/test";
 import { readFileSync } from "fs";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(3000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(3000);
+  // test.setTimeout(120000);
 });
 test.describe("drag and drop test", () => {
  /// <reference lib="dom"/>
  test("drop collection", async ({ page }) => {
-    await page.goto("http:localhost:3000/");
+    await page.goto("/");
    await page.locator("span").filter({ hasText: "My Collection" }).isVisible();
    // Read your file into a buffer.
    const jsonContent = readFileSync(
--- a/src/frontend/tests/end-to-end/dropdownComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/dropdownComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(4000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(4000);
+  // test.setTimeout(120000);
 });
 test("dropDownComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
@ -255,6 +255,6 @@ class AmazonBedrockComponent(CustomComponent):

  `;
  await page.locator("textarea").fill(emptyOptionsCode);
-  await page.getByRole('button', { name: 'Check & Save' }).click();
+  await page.getByRole("button", { name: "Check & Save" }).click();
  await page.getByText("No parameters are available for display.").isVisible();
-})
+});
--- a/src/frontend/tests/end-to-end/floatComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/floatComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(5000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(5000);
+  // test.setTimeout(120000);
 });
 test("FloatComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/flowPage.spec.ts
+++ b/src/frontend/tests/end-to-end/flowPage.spec.ts
@ -1,17 +1,17 @@
 import { Page, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(6000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(6000);
+  // test.setTimeout(120000);
 });

 test.describe("Flow Page tests", () => {
  async function goToFlowPage(page: Page) {
-    await page.goto("http://localhost:3000/");
+    await page.goto("/");
    await page.getByRole("button", { name: "New Project" }).click();
  }

  test("save", async ({ page }) => {
-    await page.goto("http://localhost:3000/");
+    await page.goto("/");
    await page.waitForTimeout(2000);

    await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/group.spec.ts
+++ b/src/frontend/tests/end-to-end/group.spec.ts
@ -1,80 +1,25 @@
 import { expect, test } from "@playwright/test";
-import { readFileSync } from "fs";
-test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(7000);
-  test.setTimeout(120000);
-});
+
 test.describe("group node test", () => {
  /// <reference lib="dom"/>
  test("group and ungroup updating values", async ({ page }) => {
-    await page.goto("http:localhost:3000/");
+    await page.goto("/");
    await page.locator('//*[@id="new-project-btn"]').click();

-    await page.getByTestId("blank-flow").click();
+    await page.getByRole('heading', { name: 'Data Ingestion' }).click();
    await page.waitForTimeout(2000);
-
-    // Read your file into a buffer.
-    const jsonContent = readFileSync(
-      "tests/end-to-end/assets/flow_group_test.json",
-      "utf-8"
-    );
-
-    // Create the DataTransfer and File
-    const dataTransfer = await page.evaluateHandle((data) => {
-      const dt = new DataTransfer();
-      // Convert the buffer to a hex array
-      const file = new File([data], "flow_group_test.json", {
-        type: "application/json",
-      });
-      dt.items.add(file);
-      return dt;
-    }, jsonContent);
-
-    await page.waitForTimeout(2000);
-
-    // Now dispatch
-    await page.dispatchEvent(
-      "//*[@id='react-flow-id']/div[1]/div[1]/div",
-      "drop",
-      {
-        dataTransfer,
-      }
-    );
-
-    const genericNoda = page.getByTestId("div-generic-node");
-    const elementCount = await genericNoda.count();
-    if (elementCount > 0) {
-      expect(true).toBeTruthy();
-    }
-    await page
-      .locator('//*[@id="react-flow-id"]/div[1]/div[2]/button[3]')
-      .click();
-
-    await page.getByTestId("title-Agent Initializer").click({
-      modifiers: ["Control"],
-    });
-
-    await page.getByTestId("title-PythonFunctionTool").click({
-      modifiers: ["Control"],
-    });
-    await page.getByTestId("title-ChatOpenAI").click({
-      modifiers: ["Control"],
-    });
-
-    await page.getByRole("button", { name: "Group" }).click();
-
-    const textArea = page.getByTestId("div-textarea-description");
-    const elementCountText = await textArea.count();
-    if (elementCountText > 0) {
-      expect(true).toBeTruthy();
-    }
-
-    const groupNode = page.getByTestId("title-Group");
-    const elementGroup = await groupNode.count();
-    if (elementGroup > 0) {
-      expect(true).toBeTruthy();
-    }
-
-    // Now dispatch
-  });
+    await page.getByLabel('fit view').click();
+    await page.keyboard.down('Control');
+    await page.getByTestId("title-OpenAIEmbeddings").click({modifiers: ['Control']});
+    await page.getByTestId("title-URL").click({modifiers: ['Control']});
+    await page.getByTestId("title-Recursive Character Text Splitter").click({modifiers: ['Control']});
+    await page.keyboard.up('Control');
+    await page.getByRole('button', { name: 'Group' }).click();
+    await page.getByTestId(/input-collection_name_Chroma-.*/).click();
+    await page.getByTestId(/input-collection_name_Chroma-.*/).fill('test');
+    await page.getByTestId("title-Group").click();
+    await page.keyboard.press("Control+g")
+    const value = await page.getByTestId('input-collection_name').inputValue()
+    expect(value).toBe('test');
+  })
 });
--- a/src/frontend/tests/end-to-end/inputComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/inputComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(8000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(8000);
+  // test.setTimeout(120000);
 });
 test("InputComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/intComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/intComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(9000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(9000);
+  // test.setTimeout(120000);
 });
 test("IntComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/keyPairListComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/keyPairListComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(20000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(20000);
+  // test.setTimeout(120000);
 });
 test("KeypairListComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/langflowShortcuts.spec.ts
+++ b/src/frontend/tests/end-to-end/langflowShortcuts.spec.ts
@ -1,8 +1,8 @@
 import { expect, test } from "@playwright/test";
 import uaParser from "ua-parser-js";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(11000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(11000);
+  // test.setTimeout(120000);
 });
 test("LangflowShortcuts", async ({ page }) => {
  const getUA = await page.evaluate(() => navigator.userAgent);
@ -13,7 +13,7 @@ test("LangflowShortcuts", async ({ page }) => {
    control = "Meta";
  }

-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(1000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/nestedComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/nestedComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(12000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(12000);
+  // test.setTimeout(120000);
 });
 test("NestedComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/promptModalComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/promptModalComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(13000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(13000);
+  // test.setTimeout(120000);
 });
 test("PromptTemplateComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/end-to-end/saveComponents.spec.ts
+++ b/src/frontend/tests/end-to-end/saveComponents.spec.ts
@ -1,8 +1,8 @@
 import { Page, expect, test } from "@playwright/test";
 import { readFileSync } from "fs";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(14000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(14000);
+  // test.setTimeout(120000);
 });
 test.describe("save component tests", () => {
  async function saveComponent(page: Page, pattern: RegExp, n: number) {
@ -14,7 +14,7 @@ test.describe("save component tests", () => {

  /// <reference lib="dom"/>
  test("save group component tests", async ({ page }) => {
-    await page.goto("http:localhost:3000/");
+    await page.goto("/");
    await page.locator('//*[@id="new-project-btn"]').click();

    await page.getByTestId("blank-flow").click();
--- a/src/frontend/tests/end-to-end/toggleComponent.spec.ts
+++ b/src/frontend/tests/end-to-end/toggleComponent.spec.ts
@ -1,10 +1,10 @@
 import { expect, test } from "@playwright/test";
 test.beforeEach(async ({ page }) => {
-  await page.waitForTimeout(15000);
-  test.setTimeout(120000);
+  // await page.waitForTimeout(15000);
+  // test.setTimeout(120000);
 });
 test("ToggleComponent", async ({ page }) => {
-  await page.goto("http://localhost:3000/");
+  await page.goto("/");
  await page.waitForTimeout(2000);

  await page.locator('//*[@id="new-project-btn"]').click();
--- a/src/frontend/tests/globalTeardown.ts
+++ b/src/frontend/tests/globalTeardown.ts
@ -0,0 +1,25 @@
+// tests/globalTeardown.ts
+
+import fs from "fs";
+import path from "path";
+
+export default async () => {
+  try {
+    console.log("Removing the temp database");
+    // Check if the file exists in the path
+    // this file is in src/frontend/tests/globalTeardown.ts
+    // temp is in src/frontend/temp
+    const tempDbPath = path.join(__dirname, "..", "temp");
+    console.log("tempDbPath", tempDbPath);
+    // Remove the temp database
+    fs.rmSync(tempDbPath);
+    // Check if the file is removed
+    if (!fs.existsSync(tempDbPath)) {
+      console.log("Successfully removed the temp database");
+    } else {
+      console.error("Error while removing the temp database");
+    }
+  } catch (error) {
+    console.error("Error while removing the temp database:", error);
+  }
+};