diff --git a/.github/workflows/auto-update.yml b/.github/workflows/auto-update.yml
new file mode 100644
index 000000000..85deafa82
--- /dev/null
+++ b/.github/workflows/auto-update.yml
@@ -0,0 +1,14 @@
+name: Auto-update
+
+on:
+  push:
+    branches:
+      - dev
+      - main
+
+jobs:
+  Auto:
+    name: Auto-update
+    runs-on: ubuntu-latest
+    steps:
+      - uses: tibdex/auto-update@v2
\ No newline at end of file
diff --git a/.github/workflows/js_autofix.yml b/.github/workflows/js_autofix.yml
new file mode 100644
index 000000000..f6501baab
--- /dev/null
+++ b/.github/workflows/js_autofix.yml
@@ -0,0 +1,50 @@
+name: autofix.ci
+
+on:
+  pull_request:
+    types: [opened, synchronize, reopened, auto_merge_enabled, auto_merge_disabled]
+    paths:
+      - "src/frontend/**"
+  push:
+    branches: [ "main" ]
+    paths:
+      - "src/frontend/**"
+
+permissions:
+  contents: read
+
+env:
+  NODE_VERSION: "21"
+jobs:
+  autofix:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        id: setup-node
+        with:
+          node-version: ${{ env.NODE_VERSION }}
+
+      - name: Cache Node.js dependencies
+        uses: actions/cache@v4
+        id: npm-cache
+        with:
+          path: ~/.npm
+          key: ${{ runner.os }}-node-${{ hashFiles('src/frontend/package-lock.json') }}
+          restore-keys: |
+            ${{ runner.os }}-node-
+
+      - name: Install Node.js dependencies
+        run: |
+          cd src/frontend
+          npm ci
+        if: ${{ steps.setup-node.outputs.cache-hit != 'true' }}
+      - name: Run Prettier
+        run: |
+          cd src/frontend
+          npm run format
+
+      - uses: autofix-ci/action@dd55f44df8f7cdb7a6bf74c78677eb8acd40cd0a
\ No newline at end of file
diff --git a/.github/workflows/py_autofix.yml b/.github/workflows/py_autofix.yml
new file mode 100644
index 000000000..53d40bb14
--- /dev/null
+++ b/.github/workflows/py_autofix.yml
@@ -0,0 +1,29 @@
+name: autofix.ci
+on:
+  pull_request:
+    types: [opened, synchronize, reopened, auto_merge_enabled, auto_merge_disabled]
+    paths:
+      - "poetry.lock"
+      - "pyproject.toml"
+      - "src/backend/**"
+      - "tests/**"
+env:
+  POETRY_VERSION: "1.8.2"
+
+jobs:
+  lint:
+    name: Run Mypy
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version:
+          - "3.12"
+          - "3.11"
+          - "3.10"
+    steps:
+      - uses: actions/checkout@v4
+      - uses: install-pinned/ruff@6b463d795ce39011cc004438ae507ae56235e12a
+      - run: ruff --fix-only .
+      - run: ruff format .
+
+      - uses: autofix-ci/action@dd55f44df8f7cdb7a6bf74c78677eb8acd40cd0a
\ No newline at end of file
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index f16dc35d3..1617561a0 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -14,11 +14,7 @@ on:
         required: false
         type: boolean
         default: true
-      branch:
-        description: "Branch to release from"
-        required: true
-        type: string
-        default: "main"
+
 
 env:
   POETRY_VERSION: "1.8.2"
@@ -180,4 +176,4 @@ jobs:
           generateReleaseNotes: true
           prerelease: ${{ inputs.pre_release }}
           tag: v${{ needs.release-main.outputs.version }}
-          commit: ${{ inputs.branch }}
\ No newline at end of file
+          commit: ${{ github.ref }}
\ No newline at end of file
diff --git a/.github/workflows/style-check-py.yml b/.github/workflows/style-check-py.yml
index bd7b9dc0e..ffe47b02e 100644
--- a/.github/workflows/style-check-py.yml
+++ b/.github/workflows/style-check-py.yml
@@ -35,14 +35,8 @@ jobs:
           poetry install
       - name: Register problem matcher
         run: echo "::add-matcher::.github/workflows/matchers/ruff.json"
-      - name: Run Ruff
+      - name: Run Ruff Check
         run: poetry run ruff check --output-format=github .
-      - name: Run Ruff format
-        run: poetry run ruff format .
-      - name: Commit changes
-        uses: stefanzweifel/git-auto-commit-action@v5
-        with:
-          commit_message: Apply Ruff formatting
-          branch: ${{ github.head_ref }}
+
 
 
diff --git a/docs/docs/deployment/kubernetes.md b/docs/docs/deployment/kubernetes.md
index 7e93731d0..8648354e2 100644
--- a/docs/docs/deployment/kubernetes.md
+++ b/docs/docs/deployment/kubernetes.md
@@ -1,7 +1,5 @@
-
 # Kubernetes
 
-
 This guide will help you get LangFlow up and running in Kubernetes cluster, including the following steps:
 
 - Install [LangFlow as IDE](#langflow-ide) in a Kubernetes cluster (for development)
diff --git a/poetry.lock b/poetry.lock
index 6773edcab..91f49a88c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -123,13 +123,13 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "alembic"
-version = "1.13.1"
+version = "1.13.2"
 description = "A database migration tool for SQLAlchemy."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "alembic-1.13.1-py3-none-any.whl", hash = "sha256:2edcc97bed0bd3272611ce3a98d98279e9c209e7186e43e75bbb1b2bdfdbcc43"},
-    {file = "alembic-1.13.1.tar.gz", hash = "sha256:4932c8558bf68f2ee92b9bbcb8218671c627064d5b08939437af6d77dc05e595"},
+    {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"},
+    {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"},
 ]
 
 [package.dependencies]
@@ -167,13 +167,13 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.29.0"
+version = "0.30.0"
 description = "The official Python library for the anthropic API"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "anthropic-0.29.0-py3-none-any.whl", hash = "sha256:d16010715129c8bc3295b74fbf4da73cfb156618bf0abb2d007255983266b76a"},
-    {file = "anthropic-0.29.0.tar.gz", hash = "sha256:3eb558a232d83bdf7cdedb75663bf7ff7a8b50cc10acaa9ce6494ff295b8506a"},
+    {file = "anthropic-0.30.0-py3-none-any.whl", hash = "sha256:061bf58c9c64968361e6c21c76ff5016a6f7fdd9a5f6b7f2280ede2c3b44bfd5"},
+    {file = "anthropic-0.30.0.tar.gz", hash = "sha256:9e9ee2bfce833370eac74d7de433db97a0bf141f9118c40ac0e2f4c39bc2b76f"},
 ]
 
 [package.dependencies]
@@ -461,17 +461,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.34.132"
+version = "1.34.133"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.132-py3-none-any.whl", hash = "sha256:b5d1681a0d8bf255787c8b37f911d706672d5722c9ace5342cd283a3cdb04820"},
-    {file = "boto3-1.34.132.tar.gz", hash = "sha256:3b2964060620f1bbe9574b5f8d3fb2a4e087faacfc6023c24154b184f1b16443"},
+    {file = "boto3-1.34.133-py3-none-any.whl", hash = "sha256:da7e78c03270be872ad78301892396ffea56647efcb2c3a8621ef46a905541ab"},
+    {file = "boto3-1.34.133.tar.gz", hash = "sha256:7071f8ce1f09113ca5630860fd590464e6325a4df55faae83c956225941016fc"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.132,<1.35.0"
+botocore = ">=1.34.133,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -480,13 +480,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.132"
+version = "1.34.133"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.132-py3-none-any.whl", hash = "sha256:06ef8b4bd3b3cb5a9b9a4273a543b257be3304030978ba51516b576a65156c39"},
-    {file = "botocore-1.34.132.tar.gz", hash = "sha256:372a6cfce29e5de9bcf8c95af901d0bc3e27d8aa2295fadee295424f95f43f16"},
+    {file = "botocore-1.34.133-py3-none-any.whl", hash = "sha256:f269dad8e17432d2527b97ed9f1fd30ec8dc705f8b818957170d1af484680ef2"},
+    {file = "botocore-1.34.133.tar.gz", hash = "sha256:5ea609aa4831a6589e32eef052a359ad8d7311733b4d86a9d35dab4bd3ec80ff"},
 ]
 
 [package.dependencies]
@@ -1501,33 +1501,33 @@ vision = ["Pillow (>=6.2.1)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.1"
+version = "1.8.2"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "debugpy-1.8.1-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:3bda0f1e943d386cc7a0e71bfa59f4137909e2ed947fb3946c506e113000f741"},
-    {file = "debugpy-1.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dda73bf69ea479c8577a0448f8c707691152e6c4de7f0c4dec5a4bc11dee516e"},
-    {file = "debugpy-1.8.1-cp310-cp310-win32.whl", hash = "sha256:3a79c6f62adef994b2dbe9fc2cc9cc3864a23575b6e387339ab739873bea53d0"},
-    {file = "debugpy-1.8.1-cp310-cp310-win_amd64.whl", hash = "sha256:7eb7bd2b56ea3bedb009616d9e2f64aab8fc7000d481faec3cd26c98a964bcdd"},
-    {file = "debugpy-1.8.1-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:016a9fcfc2c6b57f939673c874310d8581d51a0fe0858e7fac4e240c5eb743cb"},
-    {file = "debugpy-1.8.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd97ed11a4c7f6d042d320ce03d83b20c3fb40da892f994bc041bbc415d7a099"},
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+    {file = "debugpy-1.8.2-cp39-cp39-win32.whl", hash = "sha256:7f8d57a98c5a486c5c7824bc0b9f2f11189d08d73635c326abef268f83950326"},
+    {file = "debugpy-1.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:16c8dcab02617b75697a0a925a62943e26a0330da076e2a10437edd9f0bf3755"},
+    {file = "debugpy-1.8.2-py2.py3-none-any.whl", hash = "sha256:16e16df3a98a35c63c3ab1e4d19be4cbc7fdda92d9ddc059294f18910928e0ca"},
+    {file = "debugpy-1.8.2.zip", hash = "sha256:95378ed08ed2089221896b9b3a8d021e642c24edc8fef20e5d4342ca8be65c00"},
 ]
 
 [[package]]
@@ -2112,6 +2112,20 @@ files = [
     {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
 ]
 
+[[package]]
+name = "firecrawl-py"
+version = "0.0.16"
+description = "Python SDK for Firecrawl API"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "firecrawl_py-0.0.16-py3-none-any.whl", hash = "sha256:9024f483b501852a6b9c4e6cdfc9e8dde452d922afac357080bb278a0c9c2a26"},
+    {file = "firecrawl_py-0.0.16.tar.gz", hash = "sha256:6c662fa0a549bc7f5c0acb704baba6731869ca0451094034264dfc1b4eb086e4"},
+]
+
+[package.dependencies]
+requests = "*"
+
 [[package]]
 name = "flaml"
 version = "2.1.2"
@@ -4108,19 +4122,19 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "langchain"
-version = "0.2.5"
+version = "0.2.6"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.2.5-py3-none-any.whl", hash = "sha256:9aded9a65348254e1c93dcdaacffe4d1b6a5e7f74ef80c160c88ff78ad299228"},
-    {file = "langchain-0.2.5.tar.gz", hash = "sha256:ffdbf4fcea46a10d461bcbda2402220fcfd72a0c70e9f4161ae0510067b9b3bd"},
+    {file = "langchain-0.2.6-py3-none-any.whl", hash = "sha256:f86e8a7afd3e56f8eb5ba47f01dd00144fb9fc2f1db9873bd197347be2857aa4"},
+    {file = "langchain-0.2.6.tar.gz", hash = "sha256:867f6add370c1e3911b0e87d3dd0e36aec1e8f513bf06131340fe8f151d89dc5"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.7,<0.3.0"
+langchain-core = ">=0.2.10,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -4131,7 +4145,7 @@ pydantic = ">=1,<3"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
-tenacity = ">=8.1.0,<9.0.0"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-anthropic"
@@ -4167,18 +4181,18 @@ numpy = ">=1,<2"
 
 [[package]]
 name = "langchain-aws"
-version = "0.1.7"
+version = "0.1.8"
 description = "An integration package connecting AWS and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_aws-0.1.7-py3-none-any.whl", hash = "sha256:413f88cbb120cc1d6ca0e9f6d72b89c1d930b78ce071fef5b03e1595fc4d6029"},
-    {file = "langchain_aws-0.1.7.tar.gz", hash = "sha256:aa0bbd3e530e21fdc1d0459e97ee14fa387ce9bb2d00d721cf526e9c3ecea78f"},
+    {file = "langchain_aws-0.1.8-py3-none-any.whl", hash = "sha256:d1ade6d01af7d86f42c106bb32c08a99a38c84f54a3d669201362f42fd2684b8"},
+    {file = "langchain_aws-0.1.8.tar.gz", hash = "sha256:d1e5edbda092ddbeda45ef8245a494b5b4f6bef79ed5afd56054c7d348dfed74"},
 ]
 
 [package.dependencies]
-boto3 = ">=1.34.51,<1.35.0"
-langchain-core = ">=0.2.2,<0.3"
+boto3 = ">=1.34.127,<1.35.0"
+langchain-core = ">=0.2.6,<0.3"
 numpy = ">=1,<2"
 
 [[package]]
@@ -4215,20 +4229,20 @@ langchain-core = ">=0.2.0,<0.3"
 
 [[package]]
 name = "langchain-community"
-version = "0.2.5"
+version = "0.2.6"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.2.5-py3-none-any.whl", hash = "sha256:bf37a334952e42c7676d083cf2d2c4cbfbb7de1949c4149fe19913e2b06c485f"},
-    {file = "langchain_community-0.2.5.tar.gz", hash = "sha256:476787b8c8c213b67e7b0eceb53346e787f00fbae12d8e680985bd4f93b0bf64"},
+    {file = "langchain_community-0.2.6-py3-none-any.whl", hash = "sha256:758cc800acfe5dd396bf8ba1b57c4792639ead0eab48ed0367f0732ec6ee1f68"},
+    {file = "langchain_community-0.2.6.tar.gz", hash = "sha256:40ce09a50ed798aa651ddb34c8978200fa8589b9813c7a28ce8af027bbf249f0"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.5,<0.3.0"
-langchain-core = ">=0.2.7,<0.3.0"
+langchain = ">=0.2.6,<0.3.0"
+langchain-core = ">=0.2.10,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -4237,17 +4251,17 @@ numpy = [
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
-tenacity = ">=8.1.0,<9.0.0"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.9"
+version = "0.2.10"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.2.9-py3-none-any.whl", hash = "sha256:426a5a4fea95a5db995ba5ab560b76edd4998fb6fe52ccc28ac987092a4cbfcd"},
-    {file = "langchain_core-0.2.9.tar.gz", hash = "sha256:f1c59082642921727844e1cd0eb36d451edd1872c20e193aa3142aac03495986"},
+    {file = "langchain_core-0.2.10-py3-none-any.whl", hash = "sha256:6eb72086b6bc86db9812da98f79e507c2209a15c0112aefd214a04182ada8586"},
+    {file = "langchain_core-0.2.10.tar.gz", hash = "sha256:33d1fc234ab58c80476eb5bbde2107ef522a2ce8f46bdf47d9e1bd21e054208f"},
 ]
 
 [package.dependencies]
@@ -4263,18 +4277,18 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-experimental"
-version = "0.0.61"
+version = "0.0.62"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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-    {file = "langchain_experimental-0.0.61.tar.gz", hash = "sha256:e9538efb994be5db3045cc582cddb9787c8299c86ffeee9d3779b7f58eef2226"},
+    {file = "langchain_experimental-0.0.62-py3-none-any.whl", hash = "sha256:9240f9e3490e819976f20a37863970036e7baacb7104b9eb6833d19ab6d518c9"},
+    {file = "langchain_experimental-0.0.62.tar.gz", hash = "sha256:9737fbc8429d24457ea4d368e3c9ba9ed1cace0564fb5f1a96a3027a588bd0ac"},
 ]
 
 [package.dependencies]
-langchain-community = ">=0.2.5,<0.3.0"
-langchain-core = ">=0.2.7,<0.3.0"
+langchain-community = ">=0.2.6,<0.3.0"
+langchain-core = ">=0.2.10,<0.3.0"
 
 [[package]]
 name = "langchain-google-genai"
@@ -4363,13 +4377,13 @@ pymongo = ">=4.6.1,<5.0"
 
 [[package]]
 name = "langchain-openai"
-version = "0.1.9"
+version = "0.1.10"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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-    {file = "langchain_openai-0.1.9.tar.gz", hash = "sha256:730a94d68208678b9b9f64e4959a87057e021d6600754ea8b954e7765c7a62f1"},
+    {file = "langchain_openai-0.1.10-py3-none-any.whl", hash = "sha256:62eb000980eb45e4f16c88acdbaeccf3d59266554b0dd3ce6bebea1bbe8143dd"},
+    {file = "langchain_openai-0.1.10.tar.gz", hash = "sha256:30f881f8ccaec28c054759837c41fd2a2264fcc5564728ce12e1715891a9ce3c"},
 ]
 
 [package.dependencies]
@@ -4395,20 +4409,17 @@ pinecone-client = ">=3.2.2,<4.0.0"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.2.1"
+version = "0.2.2"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_text_splitters-0.2.1-py3-none-any.whl", hash = "sha256:c2774a85f17189eaca50339629d2316d13130d4a8d9f1a1a96f3a03670c4a138"},
-    {file = "langchain_text_splitters-0.2.1.tar.gz", hash = "sha256:06853d17d7241ecf5c97c7b6ef01f600f9b0fb953dd997838142a527a4f32ea4"},
+    {file = "langchain_text_splitters-0.2.2-py3-none-any.whl", hash = "sha256:1c80d4b11b55e2995f02d2a326c0323ee1eeff24507329bb22924e420c782dff"},
+    {file = "langchain_text_splitters-0.2.2.tar.gz", hash = "sha256:a1e45de10919fa6fb080ef0525deab56557e9552083600455cb9fa4238076140"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.0,<0.3.0"
-
-[package.extras]
-extended-testing = ["beautifulsoup4 (>=4.12.3,<5.0.0)", "lxml (>=4.9.3,<6.0)"]
+langchain-core = ">=0.2.10,<0.3.0"
 
 [[package]]
 name = "langchainhub"
@@ -4442,7 +4453,7 @@ six = "*"
 
 [[package]]
 name = "langflow-base"
-version = "0.0.80"
+version = "0.0.81"
 description = "A Python package with a built-in web application"
 optional = false
 python-versions = ">=3.10,<3.13"
@@ -4460,6 +4471,7 @@ docstring-parser = "^0.15"
 duckdb = "^1.0.0"
 emoji = "^2.12.0"
 fastapi = "^0.111.0"
+firecrawl-py = "^0.0.16"
 gunicorn = "^22.0.0"
 httpx = "*"
 jq = {version = "^1.7.0", markers = "sys_platform != \"win32\""}
@@ -4543,13 +4555,13 @@ requests = ">=2,<3"
 
 [[package]]
 name = "litellm"
-version = "1.40.26"
+version = "1.40.27"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 files = [
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+    {file = "litellm-1.40.27.tar.gz", hash = "sha256:a13a04168be5a8e52d43c34c2e657ca2521da61039ac39a17abc233a1875923f"},
 ]
 
 [package.dependencies]
@@ -5734,13 +5746,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.35.3"
+version = "1.35.5"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -7053,71 +7065,61 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymongo"
-version = "4.7.3"
+version = "4.8.0"
 description = "Python driver for MongoDB <http://www.mongodb.org>"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
 aws = ["pymongo-auth-aws (>=1.1.0,<2.0.0)"]
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@@ -7866,13 +7869,13 @@ websockets = ">=11,<13"
 
 [[package]]
 name = "redis"
-version = "5.0.6"
+version = "5.0.7"
 description = "Python client for Redis database and key-value store"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
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 [[package]]
 name = "sentry-sdk"
-version = "2.6.0"
+version = "2.7.0"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
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 loguru = ["loguru (>=0.5)"]
 openai = ["openai (>=1.0.0)", "tiktoken (>=0.3.0)"]
 opentelemetry = ["opentelemetry-distro (>=0.35b0)"]
-opentelemetry-experimental = ["opentelemetry-distro (>=0.40b0,<1.0)", "opentelemetry-instrumentation-aiohttp-client (>=0.40b0,<1.0)", "opentelemetry-instrumentation-django (>=0.40b0,<1.0)", "opentelemetry-instrumentation-fastapi (>=0.40b0,<1.0)", "opentelemetry-instrumentation-flask (>=0.40b0,<1.0)", "opentelemetry-instrumentation-requests (>=0.40b0,<1.0)", "opentelemetry-instrumentation-sqlite3 (>=0.40b0,<1.0)", "opentelemetry-instrumentation-urllib (>=0.40b0,<1.0)"]
+opentelemetry-experimental = ["opentelemetry-instrumentation-aio-pika (==0.46b0)", "opentelemetry-instrumentation-aiohttp-client (==0.46b0)", "opentelemetry-instrumentation-aiopg (==0.46b0)", "opentelemetry-instrumentation-asgi (==0.46b0)", "opentelemetry-instrumentation-asyncio (==0.46b0)", "opentelemetry-instrumentation-asyncpg (==0.46b0)", "opentelemetry-instrumentation-aws-lambda (==0.46b0)", "opentelemetry-instrumentation-boto (==0.46b0)", "opentelemetry-instrumentation-boto3sqs (==0.46b0)", "opentelemetry-instrumentation-botocore (==0.46b0)", "opentelemetry-instrumentation-cassandra (==0.46b0)", "opentelemetry-instrumentation-celery (==0.46b0)", "opentelemetry-instrumentation-confluent-kafka (==0.46b0)", "opentelemetry-instrumentation-dbapi (==0.46b0)", "opentelemetry-instrumentation-django (==0.46b0)", "opentelemetry-instrumentation-elasticsearch (==0.46b0)", "opentelemetry-instrumentation-falcon (==0.46b0)", "opentelemetry-instrumentation-fastapi (==0.46b0)", "opentelemetry-instrumentation-flask (==0.46b0)", "opentelemetry-instrumentation-grpc (==0.46b0)", "opentelemetry-instrumentation-httpx (==0.46b0)", "opentelemetry-instrumentation-jinja2 (==0.46b0)", "opentelemetry-instrumentation-kafka-python (==0.46b0)", "opentelemetry-instrumentation-logging (==0.46b0)", "opentelemetry-instrumentation-mysql (==0.46b0)", "opentelemetry-instrumentation-mysqlclient (==0.46b0)", "opentelemetry-instrumentation-pika (==0.46b0)", "opentelemetry-instrumentation-psycopg (==0.46b0)", "opentelemetry-instrumentation-psycopg2 (==0.46b0)", "opentelemetry-instrumentation-pymemcache (==0.46b0)", "opentelemetry-instrumentation-pymongo (==0.46b0)", "opentelemetry-instrumentation-pymysql (==0.46b0)", "opentelemetry-instrumentation-pyramid (==0.46b0)", "opentelemetry-instrumentation-redis (==0.46b0)", "opentelemetry-instrumentation-remoulade (==0.46b0)", "opentelemetry-instrumentation-requests (==0.46b0)", "opentelemetry-instrumentation-sklearn (==0.46b0)", "opentelemetry-instrumentation-sqlalchemy (==0.46b0)", "opentelemetry-instrumentation-sqlite3 (==0.46b0)", "opentelemetry-instrumentation-starlette (==0.46b0)", "opentelemetry-instrumentation-system-metrics (==0.46b0)", "opentelemetry-instrumentation-threading (==0.46b0)", "opentelemetry-instrumentation-tornado (==0.46b0)", "opentelemetry-instrumentation-tortoiseorm (==0.46b0)", "opentelemetry-instrumentation-urllib (==0.46b0)", "opentelemetry-instrumentation-urllib3 (==0.46b0)", "opentelemetry-instrumentation-wsgi (==0.46b0)"]
 pure-eval = ["asttokens", "executing", "pure-eval"]
 pymongo = ["pymongo (>=3.1)"]
 pyspark = ["pyspark (>=2.4.4)"]
@@ -10552,4 +10555,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "f7377e3a997651cbcec2b9227b0bcde2507afc7d6236b708f4dc62857f150578"
+content-hash = "3e72b6faa1c674615a7e5dec3e7d962349e736bf6675c08a49080b7f336cc75b"
diff --git a/pyproject.toml b/pyproject.toml
index 52d1ecd01..5e3744a89 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -92,6 +92,7 @@ unstructured = {extras = ["docx", "md", "pptx"], version = "^0.14.4"}
 langchain-aws = "^0.1.6"
 langchain-mongodb = "^0.1.6"
 kubernetes = "^30.1.0"
+firecrawl-py = "^0.0.16"
 
 
 [tool.poetry.group.dev.dependencies]
@@ -146,7 +147,7 @@ ignore-regex = '.*(Stati Uniti|Tense=Pres).*'
 minversion = "6.0"
 testpaths = ["tests", "integration"]
 console_output_style = "progress"
-filterwarnings = ["ignore::DeprecationWarning"]
+filterwarnings = ["ignore::DeprecationWarning", "ignore::ResourceWarning"]
 log_cli = true
 markers = ["async_test", "api_key_required"]
 
diff --git a/src/backend/base/langflow/api/v1/endpoints.py b/src/backend/base/langflow/api/v1/endpoints.py
index 92358111a..35a8f6637 100644
--- a/src/backend/base/langflow/api/v1/endpoints.py
+++ b/src/backend/base/langflow/api/v1/endpoints.py
@@ -276,15 +276,15 @@ async def webhook_run_flow(
         # get all webhook components in the flow
         webhook_components = get_all_webhook_components_in_flow(flow.data)
         tweaks = {}
-        data_dict = await request.json()
+
         for component in webhook_components:
             tweaks[component["id"]] = {"data": data.decode() if isinstance(data, bytes) else data}
         input_request = SimplifiedAPIRequest(
-            input_value=data_dict.get("input_value", ""),
-            input_type=data_dict.get("input_type", "chat"),
-            output_type=data_dict.get("output_type", "chat"),
+            input_value="",
+            input_type="chat",
+            output_type="chat",
             tweaks=tweaks,
-            session_id=data_dict.get("session_id"),
+            session_id=None,
         )
         logger.debug("Starting background task")
         background_tasks.add_task(  # type: ignore
diff --git a/src/backend/base/langflow/api/v1/files.py b/src/backend/base/langflow/api/v1/files.py
index a96397e08..1e3d828b2 100644
--- a/src/backend/base/langflow/api/v1/files.py
+++ b/src/backend/base/langflow/api/v1/files.py
@@ -131,8 +131,8 @@ async def list_profile_pictures(storage_service: StorageService = Depends(get_st
         people = await storage_service.list_files(flow_id=people_path)  # type: ignore
         space = await storage_service.list_files(flow_id=space_path)  # type: ignore
 
-        files = [Path("People") / i for i in people]
-        files += [Path("Space") / i for i in space]
+        files = [f"People/{i}" for i in people]
+        files += [f"Space/{i}" for i in space]
 
         return {"files": files}
 
diff --git a/src/backend/base/langflow/api/v1/flows.py b/src/backend/base/langflow/api/v1/flows.py
index 54e4fc5e5..e01af05ac 100644
--- a/src/backend/base/langflow/api/v1/flows.py
+++ b/src/backend/base/langflow/api/v1/flows.py
@@ -1,5 +1,5 @@
-from datetime import datetime, timezone
 import re
+from datetime import datetime, timezone
 from typing import List
 from uuid import UUID
 
@@ -211,8 +211,7 @@ def update_flow(
         if settings_service.settings.remove_api_keys:
             flow_data = remove_api_keys(flow_data)
         for key, value in flow_data.items():
-            if value is not None:
-                setattr(db_flow, key, value)
+            setattr(db_flow, key, value)
         webhook_component = get_webhook_component_in_flow(db_flow.data)
         db_flow.webhook = webhook_component is not None
         db_flow.updated_at = datetime.now(timezone.utc)
diff --git a/src/backend/base/langflow/components/embeddings/AstraVectorize.py b/src/backend/base/langflow/components/embeddings/AstraVectorize.py
index 8c9e6d974..cd618f346 100644
--- a/src/backend/base/langflow/components/embeddings/AstraVectorize.py
+++ b/src/backend/base/langflow/components/embeddings/AstraVectorize.py
@@ -1,6 +1,6 @@
 from typing import Any
 from langflow.custom import Component
-from langflow.inputs.inputs import DictInput, SecretStrInput, MessageTextInput
+from langflow.inputs.inputs import DictInput, SecretStrInput, MessageTextInput, DropdownInput
 from langflow.template.field.base import Output
 
 
@@ -10,32 +10,77 @@ class AstraVectorize(Component):
     documentation: str = "https://docs.datastax.com/en/astra-db-serverless/databases/embedding-generation.html"
     icon = "AstraDB"
 
+    VECTORIZE_PROVIDERS_MAPPING = {
+        "Azure OpenAI": ["azureOpenAI", ["text-embedding-3-small", "text-embedding-3-large", "text-embedding-ada-002"]],
+        "Hugging Face - Dedicated": ["huggingfaceDedicated", ["endpoint-defined-model"]],
+        "Hugging Face - Serverless": [
+            "huggingface",
+            [
+                "sentence-transformers/all-MiniLM-L6-v2",
+                "intfloat/multilingual-e5-large",
+                "intfloat/multilingual-e5-large-instruct",
+                "BAAI/bge-small-en-v1.5",
+                "BAAI/bge-base-en-v1.5",
+                "BAAI/bge-large-en-v1.5",
+            ],
+        ],
+        "Jina AI": [
+            "jinaAI",
+            [
+                "jina-embeddings-v2-base-en",
+                "jina-embeddings-v2-base-de",
+                "jina-embeddings-v2-base-es",
+                "jina-embeddings-v2-base-code",
+                "jina-embeddings-v2-base-zh",
+            ],
+        ],
+        "Mistral AI": ["mistral", ["mistral-embed"]],
+        "NVIDIA": ["nvidia", ["NV-Embed-QA"]],
+        "OpenAI": ["openai", ["text-embedding-3-small", "text-embedding-3-large", "text-embedding-ada-002"]],
+        "Upstage": ["upstageAI", ["solar-embedding-1-large"]],
+        "Voyage AI": [
+            "voyageAI",
+            ["voyage-large-2-instruct", "voyage-law-2", "voyage-code-2", "voyage-large-2", "voyage-2"],
+        ],
+    }
+    VECTORIZE_MODELS_STR = "\n\n".join(
+        [provider + ": " + (", ".join(models[1])) for provider, models in VECTORIZE_PROVIDERS_MAPPING.items()]
+    )
+
     inputs = [
-        MessageTextInput(
+        DropdownInput(
             name="provider",
             display_name="Provider name",
-            info="The embedding provider to use.",
+            options=VECTORIZE_PROVIDERS_MAPPING.keys(),
+            value="",
         ),
         MessageTextInput(
             name="model_name",
             display_name="Model name",
-            info="The embedding model to use.",
+            info=f"The embedding model to use for the selected provider. Each provider has a different set of models "
+            f"available (full list at https://docs.datastax.com/en/astra-db-serverless/databases/embedding-generation.html):\n\n{VECTORIZE_MODELS_STR}",
+            required=True,
+        ),
+        MessageTextInput(
+            name="api_key_name",
+            display_name="API Key name",
+            info="The name of the embeddings provider API key stored on Astra. If set, it will override the 'ProviderKey' in the authentication parameters.",
         ),
         DictInput(
             name="authentication",
-            display_name="Authentication",
-            info="Authentication parameters. Use the Astra Portal to add the embedding provider integration to your Astra organization.",
+            display_name="Authentication parameters",
             is_list=True,
+            advanced=True,
         ),
         SecretStrInput(
             name="provider_api_key",
             display_name="Provider API Key",
             info="An alternative to the Astra Authentication that let you use directly the API key of the provider.",
+            advanced=True,
         ),
         DictInput(
             name="model_parameters",
             display_name="Model parameters",
-            info="Additional model parameters.",
             advanced=True,
             is_list=True,
         ),
@@ -45,12 +90,17 @@ class AstraVectorize(Component):
     ]
 
     def build_options(self) -> dict[str, Any]:
+        provider_value = self.VECTORIZE_PROVIDERS_MAPPING[self.provider][0]
+        authentication = {**self.authentication}
+        api_key_name = self.api_key_name
+        if api_key_name:
+            authentication["providerKey"] = api_key_name
         return {
             # must match exactly astra CollectionVectorServiceOptions
             "collection_vector_service_options": {
-                "provider": self.provider,
+                "provider": provider_value,
                 "modelName": self.model_name,
-                "authentication": self.authentication,
+                "authentication": authentication,
                 "parameters": self.model_parameters,
             },
             "collection_embedding_api_key": self.provider_api_key,
diff --git a/src/backend/base/langflow/components/langchain_utilities/FirecrawlCrawlApi.py b/src/backend/base/langflow/components/langchain_utilities/FirecrawlCrawlApi.py
new file mode 100644
index 000000000..ea5a3918e
--- /dev/null
+++ b/src/backend/base/langflow/components/langchain_utilities/FirecrawlCrawlApi.py
@@ -0,0 +1,89 @@
+import uuid
+from typing import Optional
+
+from langflow.custom import CustomComponent
+from langflow.schema import Data
+
+
+class FirecrawlCrawlApi(CustomComponent):
+    display_name: str = "FirecrawlCrawlApi"
+    description: str = "Firecrawl Crawl API."
+    output_types: list[str] = ["Document"]
+    documentation: str = "https://docs.firecrawl.dev/api-reference/endpoint/crawl"
+    field_config = {
+        "api_key": {
+            "display_name": "API Key",
+            "field_type": "str",
+            "required": True,
+            "password": True,
+            "info": "The API key to use Firecrawl API.",
+        },
+        "url": {
+            "display_name": "URL",
+            "field_type": "str",
+            "required": True,
+            "info": "The base URL to start crawling from.",
+        },
+        "timeout": {
+            "display_name": "Timeout",
+            "field_type": "int",
+            "info": "The timeout in milliseconds.",
+        },
+        "crawlerOptions": {
+            "display_name": "Crawler Options",
+            "info": "Options for the crawler behavior.",
+        },
+        "pageOptions": {
+            "display_name": "Page Options",
+            "info": "The page options to send with the request.",
+        },
+        "idempotency_key": {
+            "display_name": "Idempotency Key",
+            "field_type": "str",
+            "info": "Optional idempotency key to ensure unique requests.",
+        },
+    }
+
+    def build(
+        self,
+        api_key: str,
+        url: str,
+        timeout: int = 30000,
+        crawlerOptions: Optional[Data] = None,
+        pageOptions: Optional[Data] = None,
+        idempotency_key: Optional[str] = None,
+    ) -> Data:
+        try:
+            from firecrawl.firecrawl import FirecrawlApp  # type: ignore
+        except ImportError:
+            raise ImportError(
+                "Could not import firecrawl integration package. " "Please install it with `pip install firecrawl-py`."
+            )
+
+        if crawlerOptions:
+            crawler_options_dict = crawlerOptions.__dict__["data"]["text"]
+        else:
+            crawler_options_dict = {}
+
+        if pageOptions:
+            page_options_dict = pageOptions.__dict__["data"]["text"]
+        else:
+            page_options_dict = {}
+
+        if not idempotency_key:
+            idempotency_key = str(uuid.uuid4())
+
+        app = FirecrawlApp(api_key=api_key)
+        crawl_result = app.crawl_url(
+            url,
+            {
+                "crawlerOptions": crawler_options_dict,
+                "pageOptions": page_options_dict,
+            },
+            True,
+            int(timeout / 1000),
+            idempotency_key,
+        )
+
+        records = Data(data={"results": crawl_result})
+        return records
diff --git a/src/backend/base/langflow/components/langchain_utilities/FirecrawlScrapeApi.py b/src/backend/base/langflow/components/langchain_utilities/FirecrawlScrapeApi.py
new file mode 100644
index 000000000..a2bc6829b
--- /dev/null
+++ b/src/backend/base/langflow/components/langchain_utilities/FirecrawlScrapeApi.py
@@ -0,0 +1,77 @@
+from typing import Optional
+
+from langflow.custom import CustomComponent
+from langflow.schema import Data
+
+
+class FirecrawlScrapeApi(CustomComponent):
+    display_name: str = "FirecrawlScrapeApi"
+    description: str = "Firecrawl Scrape API."
+    output_types: list[str] = ["Document"]
+    documentation: str = "https://docs.firecrawl.dev/api-reference/endpoint/scrape"
+    field_config = {
+        "api_key": {
+            "display_name": "API Key",
+            "field_type": "str",
+            "required": True,
+            "password": True,
+            "info": "The API key to use Firecrawl API.",
+        },
+        "url": {
+            "display_name": "URL",
+            "field_type": "str",
+            "required": True,
+            "info": "The URL to scrape.",
+        },
+        "timeout": {
+            "display_name": "Timeout",
+            "info": "Timeout in milliseconds for the request.",
+            "field_type": "int",
+            "default_value": 10000,
+        },
+        "pageOptions": {
+            "display_name": "Page Options",
+            "info": "The page options to send with the request.",
+        },
+        "extractorOptions": {
+            "display_name": "Extractor Options",
+            "info": "The extractor options to send with the request.",
+        },
+    }
+
+    def build(
+        self,
+        api_key: str,
+        url: str,
+        timeout: Optional[int] = 10000,
+        pageOptions: Optional[Data] = None,
+        extractorOptions: Optional[Data] = None,
+    ) -> Data:
+        try:
+            from firecrawl.firecrawl import FirecrawlApp  # type: ignore
+        except ImportError:
+            raise ImportError(
+                "Could not import firecrawl integration package. " "Please install it with `pip install firecrawl-py`."
+            )
+        if extractorOptions:
+            extractor_options_dict = extractorOptions.__dict__["data"]["text"]
+        else:
+            extractor_options_dict = {}
+
+        if pageOptions:
+            page_options_dict = pageOptions.__dict__["data"]["text"]
+        else:
+            page_options_dict = {}
+
+        app = FirecrawlApp(api_key=api_key)
+        results = app.scrape_url(
+            url,
+            {
+                "timeout": str(timeout),
+                "extractorOptions": extractor_options_dict,
+                "pageOptions": page_options_dict,
+            },
+        )
+
+        record = Data(data=results)
+        return record
diff --git a/src/backend/base/langflow/components/models/OpenAIModel.py b/src/backend/base/langflow/components/models/OpenAIModel.py
index 6545cf3dc..480205fdb 100644
--- a/src/backend/base/langflow/components/models/OpenAIModel.py
+++ b/src/backend/base/langflow/components/models/OpenAIModel.py
@@ -34,6 +34,12 @@ class OpenAIModelComponent(LCModelComponent):
             info="The maximum number of tokens to generate. Set to 0 for unlimited tokens.",
         ),
         DictInput(name="model_kwargs", display_name="Model Kwargs", advanced=True),
+        BoolInput(
+            name="json_mode",
+            display_name="JSON Mode",
+            advanced=True,
+            info="If True, it will output JSON regardless of passing a schema.",
+        ),
         DictInput(
             name="output_schema",
             is_list=True,
@@ -84,7 +90,7 @@ class OpenAIModelComponent(LCModelComponent):
         max_tokens = self.max_tokens
         model_kwargs = self.model_kwargs or {}
         openai_api_base = self.openai_api_base or "https://api.openai.com/v1"
-        json_mode = bool(output_schema_dict)
+        json_mode = bool(output_schema_dict) or self.json_mode
         seed = self.seed
         model_kwargs["seed"] = seed
 
@@ -101,7 +107,10 @@ class OpenAIModelComponent(LCModelComponent):
             temperature=temperature or 0.1,
         )
         if json_mode:
-            output = output.with_structured_output(schema=output_schema_dict, method="json_mode")  # type: ignore
+            if output_schema_dict:
+                output = output.with_structured_output(schema=output_schema_dict, method="json_mode")  # type: ignore
+            else:
+                output = output.bind(response_format={"type": "json_object"})  # type: ignore
 
         return output
 
diff --git a/src/backend/base/langflow/components/vectorstores/Cassandra.py b/src/backend/base/langflow/components/vectorstores/Cassandra.py
index 0e4e9eb84..ee6b83972 100644
--- a/src/backend/base/langflow/components/vectorstores/Cassandra.py
+++ b/src/backend/base/langflow/components/vectorstores/Cassandra.py
@@ -4,6 +4,7 @@ from langchain_community.vectorstores import Cassandra
 
 from langflow.base.vectorstores.model import LCVectorStoreComponent
 from langflow.helpers.data import docs_to_data
+from langflow.inputs import DictInput
 from langflow.io import (
     DataInput,
     DropdownInput,
@@ -23,24 +24,32 @@ class CassandraVectorStoreComponent(LCVectorStoreComponent):
     icon = "Cassandra"
 
     inputs = [
-        SecretStrInput(
-            name="token",
-            display_name="Token",
-            info="Authentication token for accessing Cassandra on Astra DB.",
+        MessageTextInput(
+            name="database_ref",
+            display_name="Contact Points / Astra Database ID",
+            info="Contact points for the database (or AstraDB database ID)",
             required=True,
         ),
-        MessageTextInput(name="database_id", display_name="Database ID", info="The Astra database ID.", required=True),
         MessageTextInput(
-            name="table_name",
-            display_name="Table Name",
-            info="The name of the table where vectors will be stored.",
+            name="username", display_name="Username", info="Username for the database (leave empty for AstraDB)."
+        ),
+        SecretStrInput(
+            name="token",
+            display_name="Password / AstraDB Token",
+            info="User password for the database (or AstraDB token).",
             required=True,
         ),
         MessageTextInput(
             name="keyspace",
             display_name="Keyspace",
-            info="Optional key space within Astra DB. The keyspace should already be created.",
-            advanced=False,
+            info="Table Keyspace (or AstraDB namespace).",
+            required=True,
+        ),
+        MessageTextInput(
+            name="table_name",
+            display_name="Table Name",
+            info="The name of the table (or AstraDB collection) where vectors will be stored.",
+            required=True,
         ),
         IntInput(
             name="ttl_seconds",
@@ -69,6 +78,13 @@ class CassandraVectorStoreComponent(LCVectorStoreComponent):
             value="Sync",
             advanced=True,
         ),
+        DictInput(
+            name="cluster_kwargs",
+            display_name="Cluster arguments",
+            info="Optional dictionary of additional keyword arguments for the Cassandra cluster.",
+            advanced=True,
+            is_list=True,
+        ),
         MultilineInput(name="search_query", display_name="Search Query"),
         DataInput(
             name="ingest_data",
@@ -96,10 +112,35 @@ class CassandraVectorStoreComponent(LCVectorStoreComponent):
                 "Could not import cassio integration package. " "Please install it with `pip install cassio`."
             )
 
-        cassio.init(
-            database_id=self.database_id,
-            token=self.token,
-        )
+        from uuid import UUID
+
+        database_ref = self.database_ref
+
+        try:
+            UUID(self.database_ref)
+            is_astra = True
+        except ValueError:
+            is_astra = False
+            if "," in self.database_ref:
+                # use a copy because we can't change the type of the parameter
+                database_ref = self.database_ref.split(",")
+
+        if is_astra:
+            cassio.init(
+                database_id=database_ref,
+                token=self.token,
+                cluster_kwargs=self.cluster_kwargs,
+            )
+        else:
+            cassio.init(
+                contact_points=database_ref,
+                username=self.username,
+                password=self.token,
+                cluster_kwargs=self.cluster_kwargs,
+            )
+
+        if not self.ttl_seconds:  # type: ignore
+            self.ttl_seconds = None
 
         documents = []
 
diff --git a/src/backend/base/langflow/graph/graph/base.py b/src/backend/base/langflow/graph/graph/base.py
index 19511f271..22af2a68f 100644
--- a/src/backend/base/langflow/graph/graph/base.py
+++ b/src/backend/base/langflow/graph/graph/base.py
@@ -343,10 +343,10 @@ class Graph:
         except Exception as exc:
             logger.exception(exc)
             tb = traceback.format_exc()
-            await self.end_all_traces(error=f"{exc.__class__.__name__}: {exc}\n\n{tb}")
+            asyncio.create_task(self.end_all_traces(error=f"{exc.__class__.__name__}: {exc}\n\n{tb}"))
             raise ValueError(f"Error running graph: {exc}") from exc
         finally:
-            await self.end_all_traces()
+            asyncio.create_task(self.end_all_traces())
         # Get the outputs
         vertex_outputs = []
         for vertex in self.vertices:
@@ -1444,7 +1444,7 @@ class Graph:
 
     def is_vertex_runnable(self, vertex_id: str) -> bool:
         """Returns whether a vertex is runnable."""
-        return self.run_manager.is_vertex_runnable(vertex_id)
+        return self.run_manager.is_vertex_runnable(vertex_id, self.inactivated_vertices)
 
     def build_run_map(self):
         """
@@ -1464,7 +1464,7 @@ class Graph:
         This checks the direct predecessors of each successor to identify any that are
         immediately runnable, expanding the search to ensure progress can be made.
         """
-        return self.run_manager.find_runnable_predecessors_for_successors(vertex_id)
+        return self.run_manager.find_runnable_predecessors_for_successors(vertex_id, self.inactivated_vertices)
 
     def remove_from_predecessors(self, vertex_id: str):
         self.run_manager.remove_from_predecessors(vertex_id)
diff --git a/src/backend/base/langflow/graph/graph/runnable_vertices_manager.py b/src/backend/base/langflow/graph/graph/runnable_vertices_manager.py
index 63b0aacaf..46d59066e 100644
--- a/src/backend/base/langflow/graph/graph/runnable_vertices_manager.py
+++ b/src/backend/base/langflow/graph/graph/runnable_vertices_manager.py
@@ -1,6 +1,6 @@
 import asyncio
 from collections import defaultdict
-from typing import TYPE_CHECKING, Callable, List, Coroutine
+from typing import TYPE_CHECKING, Callable, Coroutine, List
 
 if TYPE_CHECKING:
     from langflow.graph.graph.base import Graph
@@ -40,19 +40,23 @@ class RunnableVerticesManager:
         self.run_predecessors = state["run_predecessors"]
         self.vertices_to_run = state["vertices_to_run"]
 
-    def is_vertex_runnable(self, vertex_id: str) -> bool:
+    def is_vertex_runnable(self, vertex_id: str, inactivated_vertices: set[str]) -> bool:
         """Determines if a vertex is runnable."""
 
-        return vertex_id in self.vertices_to_run and not self.run_predecessors.get(vertex_id)
+        return (
+            vertex_id in self.vertices_to_run
+            and not self.run_predecessors.get(vertex_id)
+            and vertex_id not in inactivated_vertices
+        )
 
-    def find_runnable_predecessors_for_successors(self, vertex_id: str) -> List[str]:
+    def find_runnable_predecessors_for_successors(self, vertex_id: str, inactivated_vertices: set[str]) -> List[str]:
         """Finds runnable predecessors for the successors of a given vertex."""
         runnable_vertices = []
         visited = set()
 
         for successor_id in self.run_map.get(vertex_id, []):
             for predecessor_id in self.run_predecessors.get(successor_id, []):
-                if predecessor_id not in visited and self.is_vertex_runnable(predecessor_id):
+                if predecessor_id not in visited and self.is_vertex_runnable(predecessor_id, inactivated_vertices):
                     runnable_vertices.append(predecessor_id)
                     visited.add(predecessor_id)
         return runnable_vertices
@@ -104,10 +108,14 @@ class RunnableVerticesManager:
         """
         async with lock:
             self.remove_from_predecessors(vertex.id)
-            direct_successors_ready = [v for v in vertex.successors_ids if self.is_vertex_runnable(v)]
+            direct_successors_ready = [
+                v for v in vertex.successors_ids if self.is_vertex_runnable(v, graph.inactivated_vertices)
+            ]
             if not direct_successors_ready:
                 # No direct successors ready, look for runnable predecessors of successors
-                next_runnable_vertices = self.find_runnable_predecessors_for_successors(vertex.id)
+                next_runnable_vertices = self.find_runnable_predecessors_for_successors(
+                    vertex.id, graph.inactivated_vertices
+                )
             else:
                 next_runnable_vertices = direct_successors_ready
 
diff --git a/src/backend/base/langflow/memory.py b/src/backend/base/langflow/memory.py
index d1793740d..f052acdee 100644
--- a/src/backend/base/langflow/memory.py
+++ b/src/backend/base/langflow/memory.py
@@ -1,5 +1,4 @@
 import warnings
-from typing import List, Optional
 from uuid import UUID
 
 from loguru import logger
@@ -8,17 +7,18 @@ from sqlmodel import Session, col, select
 
 from langflow.schema.message import Message
 from langflow.services.database.models.message.model import MessageRead, MessageTable
+from langflow.services.database.utils import migrate_messages_from_monitor_service_to_database
 from langflow.services.deps import session_scope
 
 
 def get_messages(
-    sender: Optional[str] = None,
-    sender_name: Optional[str] = None,
-    session_id: Optional[str] = None,
-    order_by: Optional[str] = "timestamp",
-    order: Optional[str] = "DESC",
-    flow_id: Optional[UUID] = None,
-    limit: Optional[int] = None,
+    sender: str | None = None,
+    sender_name: str | None = None,
+    session_id: str | None = None,
+    order_by: str | None = "timestamp",
+    order: str | None = "DESC",
+    flow_id: UUID | None = None,
+    limit: int | None = None,
 ):
     """
     Retrieves messages from the monitor service based on the provided filters.
@@ -33,6 +33,8 @@ def get_messages(
     Returns:
         List[Data]: A list of Data objects representing the retrieved messages.
     """
+    with session_scope() as session:
+        migrate_messages_from_monitor_service_to_database(session)
     messages_read: list[Message] = []
     with session_scope() as session:
         stmt = select(MessageTable)
@@ -58,7 +60,7 @@ def get_messages(
     return messages_read
 
 
-def add_messages(messages: Message | list[Message], flow_id: Optional[str] = None):
+def add_messages(messages: Message | list[Message], flow_id: str | None = None):
     """
     Add a message to the monitor service.
     """
@@ -111,8 +113,8 @@ def delete_messages(session_id: str):
 
 def store_message(
     message: Message,
-    flow_id: Optional[str] = None,
-) -> List[Message]:
+    flow_id: str | None = None,
+) -> list[Message]:
     """
     Stores a message in the memory.
 
diff --git a/src/backend/base/langflow/schema/message.py b/src/backend/base/langflow/schema/message.py
index c03c0cb71..5ad7d1922 100644
--- a/src/backend/base/langflow/schema/message.py
+++ b/src/backend/base/langflow/schema/message.py
@@ -41,6 +41,12 @@ class Message(Data):
             value = str(value)
         return value
 
+    @field_serializer("flow_id")
+    def serialize_flow_id(value):
+        if isinstance(value, str):
+            return UUID(value)
+        return value
+
     @field_validator("files", mode="before")
     @classmethod
     def validate_files(cls, value):
diff --git a/src/backend/base/langflow/services/database/models/message/model.py b/src/backend/base/langflow/services/database/models/message/model.py
index 5a775d3d9..7c0b9dc8f 100644
--- a/src/backend/base/langflow/services/database/models/message/model.py
+++ b/src/backend/base/langflow/services/database/models/message/model.py
@@ -26,7 +26,7 @@ class MessageBase(SQLModel):
         return value
 
     @classmethod
-    def from_message(cls, message: "Message", flow_id: str | None = None):
+    def from_message(cls, message: "Message", flow_id: str | UUID | None = None):
         # first check if the record has all the required fields
         if message.text is None or not message.sender or not message.sender_name:
             raise ValueError("The message does not have the required fields (text, sender, sender_name).")
@@ -34,6 +34,8 @@ class MessageBase(SQLModel):
             timestamp = datetime.fromisoformat(message.timestamp)
         else:
             timestamp = message.timestamp
+        if not flow_id and message.flow_id:
+            flow_id = message.flow_id
         return cls(
             sender=message.sender,
             sender_name=message.sender_name,
@@ -52,6 +54,15 @@ class MessageTable(MessageBase, table=True):
     flow: "Flow" = Relationship(back_populates="messages")
     files: List[str] = Field(sa_column=Column(JSON))
 
+    @field_validator("flow_id", mode="before")
+    @classmethod
+    def validate_flow_id(cls, value):
+        if value is None:
+            return value
+        if isinstance(value, str):
+            value = UUID(value)
+        return value
+
     # Needed for Column(JSON)
     class Config:
         arbitrary_types_allowed = True
diff --git a/src/backend/base/langflow/services/database/service.py b/src/backend/base/langflow/services/database/service.py
index ceeaf3e38..32e0b08e2 100644
--- a/src/backend/base/langflow/services/database/service.py
+++ b/src/backend/base/langflow/services/database/service.py
@@ -6,22 +6,24 @@ from typing import TYPE_CHECKING
 import sqlalchemy as sa
 from alembic import command, util
 from alembic.config import Config
-from langflow.services.base import Service
-from langflow.services.database import models  # noqa
-from langflow.services.database.models.user.crud import get_user_by_username
-from langflow.services.database.utils import Result, TableResults
-from langflow.services.deps import get_settings_service
-from langflow.services.utils import teardown_superuser
 from loguru import logger
 from sqlalchemy import event, inspect
 from sqlalchemy.engine import Engine
 from sqlalchemy.exc import OperationalError
 from sqlmodel import Session, SQLModel, create_engine, select, text
 
+from langflow.services.base import Service
+from langflow.services.database import models  # noqa
+from langflow.services.database.models.user.crud import get_user_by_username
+from langflow.services.database.utils import Result, TableResults, migrate_messages_from_monitor_service_to_database
+from langflow.services.deps import get_settings_service
+from langflow.services.utils import teardown_superuser
+
 if TYPE_CHECKING:
-    from langflow.services.settings.service import SettingsService
     from sqlalchemy.engine import Engine
 
+    from langflow.services.settings.service import SettingsService
+
 
 class DatabaseService(Service):
     name = "database_service"
@@ -205,6 +207,10 @@ class DatabaseService(Service):
             logger.error(f"AutogenerateDiffsDetected: {exc}")
             if not fix:
                 raise RuntimeError(f"There's a mismatch between the models and the database.\n{exc}")
+        try:
+            migrate_messages_from_monitor_service_to_database(session)
+        except Exception as exc:
+            logger.error(f"Error migrating messages from monitor service to database: {exc}")
 
         if fix:
             self.try_downgrade_upgrade_until_success(alembic_cfg)
diff --git a/src/backend/base/langflow/services/database/utils.py b/src/backend/base/langflow/services/database/utils.py
index cf2c92cb3..fa40c725f 100644
--- a/src/backend/base/langflow/services/database/utils.py
+++ b/src/backend/base/langflow/services/database/utils.py
@@ -4,11 +4,78 @@ from typing import TYPE_CHECKING
 
 from alembic.util.exc import CommandError
 from loguru import logger
-from sqlmodel import Session, text
+from sqlmodel import Session, select, text
+
+from langflow.services.deps import get_monitor_service
 
 if TYPE_CHECKING:
     from langflow.services.database.service import DatabaseService
 
+from typing import Dict, List
+
+
+def migrate_messages_from_monitor_service_to_database(session: Session) -> bool:
+    from langflow.schema.message import Message
+    from langflow.services.database.models.message import MessageTable
+
+    monitor_service = get_monitor_service()
+    messages_df = monitor_service.get_messages()
+
+    if messages_df.empty:
+        logger.info("No messages to migrate.")
+        return True
+
+    original_messages: List[Dict] = messages_df.to_dict(orient="records")
+
+    db_messages = session.exec(select(MessageTable)).all()
+    db_messages = [msg[0] for msg in db_messages]  # type: ignore
+    db_msg_dict = {(msg.text, msg.timestamp.isoformat(), str(msg.flow_id), msg.session_id): msg for msg in db_messages}
+    # Filter out messages that already exist in the database
+    original_messages_filtered = []
+    for message in original_messages:
+        key = (message["text"], message["timestamp"].isoformat(), str(message["flow_id"]), message["session_id"])
+        if key not in db_msg_dict:
+            original_messages_filtered.append(message)
+    if not original_messages_filtered:
+        logger.info("No messages to migrate.")
+        return True
+    try:
+        # Bulk insert messages
+        session.bulk_insert_mappings(
+            MessageTable,  # type: ignore
+            [MessageTable.from_message(Message(**msg)).model_dump() for msg in original_messages_filtered],
+        )
+        session.commit()
+    except Exception as e:
+        logger.error(f"Error during message insertion: {str(e)}")
+        session.rollback()
+        return False
+
+    # Create a dictionary for faster lookup
+
+    all_ok = True
+    for orig_msg in original_messages_filtered:
+        key = (orig_msg["text"], orig_msg["timestamp"].isoformat(), str(orig_msg["flow_id"]), orig_msg["session_id"])
+        matching_db_msg = db_msg_dict.get(key)
+
+        if matching_db_msg is None:
+            logger.warning(f"Message not found in database: {orig_msg}")
+            all_ok = False
+        else:
+            # Validate other fields
+            if any(getattr(matching_db_msg, k) != v for k, v in orig_msg.items() if k != "index"):
+                logger.warning(f"Message mismatch in database: {orig_msg}")
+                all_ok = False
+
+    if all_ok:
+        messages_ids = [message["index"] for message in original_messages]
+        monitor_service.delete_messages(messages_ids)
+        logger.info("Migration completed successfully. Original messages deleted.")
+    else:
+        logger.warning("Migration completed with errors. Original messages not deleted.")
+
+    return all_ok
+
 
 def initialize_database(fix_migration: bool = False):
     logger.debug("Initializing database")
diff --git a/src/backend/base/langflow/services/monitor/schema.py b/src/backend/base/langflow/services/monitor/schema.py
index eeea846a1..de0bb17bb 100644
--- a/src/backend/base/langflow/services/monitor/schema.py
+++ b/src/backend/base/langflow/services/monitor/schema.py
@@ -1,6 +1,6 @@
 import json
 from datetime import datetime, timezone
-from typing import Any, Optional
+from typing import Any
 from uuid import UUID
 
 from pydantic import BaseModel, Field, field_serializer, field_validator
@@ -28,15 +28,15 @@ class DefaultModel(BaseModel):
 
 
 class TransactionModel(DefaultModel):
-    index: Optional[int] = Field(default=None)
-    timestamp: Optional[datetime] = Field(default_factory=datetime.now, alias="timestamp")
+    index: int | None = Field(default=None)
+    timestamp: datetime | None = Field(default_factory=datetime.now, alias="timestamp")
     vertex_id: str
     target_id: str | None = None
     inputs: dict
-    outputs: Optional[dict] = None
+    outputs: dict | None = None
     status: str
-    error: Optional[str] = None
-    flow_id: Optional[str] = Field(default=None, alias="flow_id")
+    error: str | None = None
+    flow_id: str | None = Field(default=None, alias="flow_id")
 
     # validate target_args in case it is a JSON
     @field_validator("outputs", "inputs", mode="before")
@@ -53,16 +53,16 @@ class TransactionModel(DefaultModel):
 
 
 class TransactionModelResponse(DefaultModel):
-    index: Optional[int] = Field(default=None)
-    timestamp: Optional[datetime] = Field(default_factory=datetime.now, alias="timestamp")
+    index: int | None = Field(default=None)
+    timestamp: datetime | None = Field(default_factory=datetime.now, alias="timestamp")
     vertex_id: str
     inputs: dict
-    outputs: Optional[dict] = None
+    outputs: dict | None = None
     status: str
-    error: Optional[str] = None
-    flow_id: Optional[str] = Field(default=None, alias="flow_id")
-    source: Optional[str] = None
-    target: Optional[str] = None
+    error: str | None = None
+    flow_id: str | None = Field(default=None, alias="flow_id")
+    source: str | None = None
+    target: str | None = None
 
     # validate target_args in case it is a JSON
     @field_validator("outputs", "inputs", mode="before")
@@ -81,9 +81,9 @@ class TransactionModelResponse(DefaultModel):
         return v
 
 
-class MessageModel(DefaultModel):
-    id: Optional[str | UUID] = Field(default=None)
-    flow_id: Optional[UUID] = Field(default=None)
+class DuckDbMessageModel(DefaultModel):
+    index: int | None = Field(default=None, alias="index")
+    flow_id: str | None = Field(default=None, alias="flow_id")
     timestamp: datetime = Field(default_factory=lambda: datetime.now(timezone.utc))
     sender: str
     sender_name: str
@@ -112,7 +112,53 @@ class MessageModel(DefaultModel):
         return v
 
     @classmethod
-    def from_message(cls, message: Message, flow_id: Optional[str] = None):
+    def from_message(cls, message: Message, flow_id: str | None = None):
+        # first check if the record has all the required fields
+        if message.text is None or not message.sender or not message.sender_name:
+            raise ValueError("The message does not have the required fields (text, sender, sender_name).")
+        return cls(
+            sender=message.sender,
+            sender_name=message.sender_name,
+            text=message.text,
+            session_id=message.session_id,
+            files=message.files or [],
+            timestamp=message.timestamp,
+            flow_id=flow_id,
+        )
+
+
+class MessageModel(DefaultModel):
+    id: str | UUID | None = Field(default=None)
+    flow_id: UUID | None = Field(default=None)
+    timestamp: datetime = Field(default_factory=lambda: datetime.now(timezone.utc))
+    sender: str
+    sender_name: str
+    session_id: str
+    text: str
+    files: list[str] = []
+
+    @field_validator("files", mode="before")
+    @classmethod
+    def validate_files(cls, v):
+        if isinstance(v, str):
+            v = json.loads(v)
+        return v
+
+    @field_serializer("timestamp")
+    @classmethod
+    def serialize_timestamp(cls, v):
+        v = v.replace(microsecond=0)
+        return v.strftime("%Y-%m-%d %H:%M:%S")
+
+    @field_serializer("files")
+    @classmethod
+    def serialize_files(cls, v):
+        if isinstance(v, list):
+            return json.dumps(v)
+        return v
+
+    @classmethod
+    def from_message(cls, message: Message, flow_id: str | None = None):
         # first check if the record has all the required fields
         if message.text is None or not message.sender or not message.sender_name:
             raise ValueError("The message does not have the required fields (text, sender, sender_name).")
@@ -139,8 +185,8 @@ class MessageModelRequest(MessageModel):
 
 
 class VertexBuildModel(DefaultModel):
-    index: Optional[int] = Field(default=None, alias="index", exclude=True)
-    id: Optional[str] = Field(default=None, alias="id")
+    index: int | None = Field(default=None, alias="index", exclude=True)
+    id: str | None = Field(default=None, alias="id")
     flow_id: str
     valid: bool
     params: Any
diff --git a/src/backend/base/langflow/services/monitor/service.py b/src/backend/base/langflow/services/monitor/service.py
index d15d31329..f644fd871 100644
--- a/src/backend/base/langflow/services/monitor/service.py
+++ b/src/backend/base/langflow/services/monitor/service.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from pathlib import Path
-from typing import TYPE_CHECKING, List, Optional, Union
+from typing import TYPE_CHECKING, Union
 
 import duckdb
 from loguru import logger
@@ -10,7 +10,7 @@ from langflow.services.base import Service
 from langflow.services.monitor.utils import add_row_to_table, drop_and_create_table_if_schema_mismatch
 
 if TYPE_CHECKING:
-    from langflow.services.monitor.schema import MessageModel, TransactionModel, VertexBuildModel
+    from langflow.services.monitor.schema import DuckDbMessageModel, TransactionModel, VertexBuildModel
     from langflow.services.settings.service import SettingsService
 
 
@@ -18,14 +18,14 @@ class MonitorService(Service):
     name = "monitor_service"
 
     def __init__(self, settings_service: "SettingsService"):
-        from langflow.services.monitor.schema import MessageModel, TransactionModel, VertexBuildModel
+        from langflow.services.monitor.schema import DuckDbMessageModel, TransactionModel, VertexBuildModel
 
         self.settings_service = settings_service
         self.base_cache_dir = Path(user_cache_dir("langflow"))
         self.db_path = self.base_cache_dir / "monitor.duckdb"
-        self.table_map: dict[str, type[TransactionModel | MessageModel | VertexBuildModel]] = {
+        self.table_map: dict[str, type[TransactionModel | DuckDbMessageModel | VertexBuildModel]] = {
             "transactions": TransactionModel,
-            "messages": MessageModel,
+            "messages": DuckDbMessageModel,
             "vertex_builds": VertexBuildModel,
         }
 
@@ -48,7 +48,7 @@ class MonitorService(Service):
     def add_row(
         self,
         table_name: str,
-        data: Union[dict, "TransactionModel", "MessageModel", "VertexBuildModel"],
+        data: Union[dict, "TransactionModel", "DuckDbMessageModel", "VertexBuildModel"],
     ):
         # Make sure the model passed matches the table
 
@@ -68,12 +68,48 @@ class MonitorService(Service):
     def get_timestamp():
         return datetime.now().strftime("%Y-%m-%d %H:%M:%S")
 
+    def get_messages(
+        self,
+        flow_id: str | None = None,
+        sender: str | None = None,
+        sender_name: str | None = None,
+        session_id: str | None = None,
+        order_by: str | None = "timestamp",
+        order: str | None = "DESC",
+        limit: int | None = None,
+    ):
+        query = "SELECT index, flow_id, sender_name, sender, session_id, text, files, timestamp FROM messages"
+        conditions = []
+        if sender:
+            conditions.append(f"sender = '{sender}'")
+        if sender_name:
+            conditions.append(f"sender_name = '{sender_name}'")
+        if session_id:
+            conditions.append(f"session_id = '{session_id}'")
+        if flow_id:
+            conditions.append(f"flow_id = '{flow_id}'")
+
+        if conditions:
+            query += " WHERE " + " AND ".join(conditions)
+
+        if order_by and order:
+            # Make sure the order is from newest to oldest
+            query += f" ORDER BY {order_by} {order.upper()}"
+
+        if limit is not None:
+            query += f" LIMIT {limit}"
+
+        with duckdb.connect(str(self.db_path), read_only=True) as conn:
+            df = conn.execute(query).df()
+
+        return df
+
     def get_vertex_builds(
         self,
-        flow_id: Optional[str] = None,
-        vertex_id: Optional[str] = None,
-        valid: Optional[bool] = None,
-        order_by: Optional[str] = "timestamp",
+        flow_id: str | None = None,
+        vertex_id: str | None = None,
+        valid: bool | None = None,
+        order_by: str | None = "timestamp",
     ):
         query = "SELECT id, index,flow_id, valid, params, data, artifacts, timestamp FROM vertex_builds"
         conditions = []
@@ -96,7 +132,7 @@ class MonitorService(Service):
 
         return df.to_dict(orient="records")
 
-    def delete_vertex_builds(self, flow_id: Optional[str] = None):
+    def delete_vertex_builds(self, flow_id: str | None = None):
         query = "DELETE FROM vertex_builds"
         if flow_id:
             query += f" WHERE flow_id = '{flow_id}'"
@@ -109,7 +145,7 @@ class MonitorService(Service):
 
         return self.exec_query(query, read_only=False)
 
-    def delete_messages(self, message_ids: Union[List[int], str]):
+    def delete_messages(self, message_ids: list[int] | str):
         if isinstance(message_ids, list):
             # If message_ids is a list, join the string representations of the integers
             ids_str = ",".join(map(str, message_ids))
@@ -132,11 +168,11 @@ class MonitorService(Service):
 
     def get_transactions(
         self,
-        source: Optional[str] = None,
-        target: Optional[str] = None,
-        status: Optional[str] = None,
-        order_by: Optional[str] = "timestamp",
-        flow_id: Optional[str] = None,
+        source: str | None = None,
+        target: str | None = None,
+        status: str | None = None,
+        order_by: str | None = "timestamp",
+        flow_id: str | None = None,
     ):
         query = (
             "SELECT index,flow_id, status, error, timestamp, vertex_id, inputs, outputs, target_id FROM transactions"
diff --git a/src/backend/base/poetry.lock b/src/backend/base/poetry.lock
index 07d7472cf..bc60a1fbd 100644
--- a/src/backend/base/poetry.lock
+++ b/src/backend/base/poetry.lock
@@ -112,13 +112,13 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "alembic"
-version = "1.13.1"
+version = "1.13.2"
 description = "A database migration tool for SQLAlchemy."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "alembic-1.13.1-py3-none-any.whl", hash = "sha256:2edcc97bed0bd3272611ce3a98d98279e9c209e7186e43e75bbb1b2bdfdbcc43"},
-    {file = "alembic-1.13.1.tar.gz", hash = "sha256:4932c8558bf68f2ee92b9bbcb8218671c627064d5b08939437af6d77dc05e595"},
+    {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"},
+    {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"},
 ]
 
 [package.dependencies]
@@ -739,6 +739,20 @@ typer = ">=0.12.3"
 [package.extras]
 standard = ["fastapi", "uvicorn[standard] (>=0.15.0)"]
 
+[[package]]
+name = "firecrawl-py"
+version = "0.0.16"
+description = "Python SDK for Firecrawl API"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "firecrawl_py-0.0.16-py3-none-any.whl", hash = "sha256:9024f483b501852a6b9c4e6cdfc9e8dde452d922afac357080bb278a0c9c2a26"},
+    {file = "firecrawl_py-0.0.16.tar.gz", hash = "sha256:6c662fa0a549bc7f5c0acb704baba6731869ca0451094034264dfc1b4eb086e4"},
+]
+
+[package.dependencies]
+requests = "*"
+
 [[package]]
 name = "frozenlist"
 version = "1.4.1"
@@ -1158,19 +1172,19 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.2.5"
+version = "0.2.6"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.2.5-py3-none-any.whl", hash = "sha256:9aded9a65348254e1c93dcdaacffe4d1b6a5e7f74ef80c160c88ff78ad299228"},
-    {file = "langchain-0.2.5.tar.gz", hash = "sha256:ffdbf4fcea46a10d461bcbda2402220fcfd72a0c70e9f4161ae0510067b9b3bd"},
+    {file = "langchain-0.2.6-py3-none-any.whl", hash = "sha256:f86e8a7afd3e56f8eb5ba47f01dd00144fb9fc2f1db9873bd197347be2857aa4"},
+    {file = "langchain-0.2.6.tar.gz", hash = "sha256:867f6add370c1e3911b0e87d3dd0e36aec1e8f513bf06131340fe8f151d89dc5"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.7,<0.3.0"
+langchain-core = ">=0.2.10,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -1181,24 +1195,24 @@ pydantic = ">=1,<3"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
-tenacity = ">=8.1.0,<9.0.0"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-community"
-version = "0.2.5"
+version = "0.2.6"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.2.5-py3-none-any.whl", hash = "sha256:bf37a334952e42c7676d083cf2d2c4cbfbb7de1949c4149fe19913e2b06c485f"},
-    {file = "langchain_community-0.2.5.tar.gz", hash = "sha256:476787b8c8c213b67e7b0eceb53346e787f00fbae12d8e680985bd4f93b0bf64"},
+    {file = "langchain_community-0.2.6-py3-none-any.whl", hash = "sha256:758cc800acfe5dd396bf8ba1b57c4792639ead0eab48ed0367f0732ec6ee1f68"},
+    {file = "langchain_community-0.2.6.tar.gz", hash = "sha256:40ce09a50ed798aa651ddb34c8978200fa8589b9813c7a28ce8af027bbf249f0"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.5,<0.3.0"
-langchain-core = ">=0.2.7,<0.3.0"
+langchain = ">=0.2.6,<0.3.0"
+langchain-core = ">=0.2.10,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -1207,17 +1221,17 @@ numpy = [
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
-tenacity = ">=8.1.0,<9.0.0"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.9"
+version = "0.2.10"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.2.9-py3-none-any.whl", hash = "sha256:426a5a4fea95a5db995ba5ab560b76edd4998fb6fe52ccc28ac987092a4cbfcd"},
-    {file = "langchain_core-0.2.9.tar.gz", hash = "sha256:f1c59082642921727844e1cd0eb36d451edd1872c20e193aa3142aac03495986"},
+    {file = "langchain_core-0.2.10-py3-none-any.whl", hash = "sha256:6eb72086b6bc86db9812da98f79e507c2209a15c0112aefd214a04182ada8586"},
+    {file = "langchain_core-0.2.10.tar.gz", hash = "sha256:33d1fc234ab58c80476eb5bbde2107ef522a2ce8f46bdf47d9e1bd21e054208f"},
 ]
 
 [package.dependencies]
@@ -1233,35 +1247,32 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-experimental"
-version = "0.0.61"
+version = "0.0.62"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_experimental-0.0.61-py3-none-any.whl", hash = "sha256:f9c516f528f55919743bd56fe1689a53bf74ae7f8902d64b9d8aebc61249cbe2"},
-    {file = "langchain_experimental-0.0.61.tar.gz", hash = "sha256:e9538efb994be5db3045cc582cddb9787c8299c86ffeee9d3779b7f58eef2226"},
+    {file = "langchain_experimental-0.0.62-py3-none-any.whl", hash = "sha256:9240f9e3490e819976f20a37863970036e7baacb7104b9eb6833d19ab6d518c9"},
+    {file = "langchain_experimental-0.0.62.tar.gz", hash = "sha256:9737fbc8429d24457ea4d368e3c9ba9ed1cace0564fb5f1a96a3027a588bd0ac"},
 ]
 
 [package.dependencies]
-langchain-community = ">=0.2.5,<0.3.0"
-langchain-core = ">=0.2.7,<0.3.0"
+langchain-community = ">=0.2.6,<0.3.0"
+langchain-core = ">=0.2.10,<0.3.0"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.2.1"
+version = "0.2.2"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_text_splitters-0.2.1-py3-none-any.whl", hash = "sha256:c2774a85f17189eaca50339629d2316d13130d4a8d9f1a1a96f3a03670c4a138"},
-    {file = "langchain_text_splitters-0.2.1.tar.gz", hash = "sha256:06853d17d7241ecf5c97c7b6ef01f600f9b0fb953dd997838142a527a4f32ea4"},
+    {file = "langchain_text_splitters-0.2.2-py3-none-any.whl", hash = "sha256:1c80d4b11b55e2995f02d2a326c0323ee1eeff24507329bb22924e420c782dff"},
+    {file = "langchain_text_splitters-0.2.2.tar.gz", hash = "sha256:a1e45de10919fa6fb080ef0525deab56557e9552083600455cb9fa4238076140"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.0,<0.3.0"
-
-[package.extras]
-extended-testing = ["beautifulsoup4 (>=4.12.3,<5.0.0)", "lxml (>=4.9.3,<6.0)"]
+langchain-core = ">=0.2.10,<0.3.0"
 
 [[package]]
 name = "langchainhub"
@@ -2468,13 +2479,13 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "sentry-sdk"
-version = "2.6.0"
+version = "2.7.0"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "sentry_sdk-2.6.0-py2.py3-none-any.whl", hash = "sha256:422b91cb49378b97e7e8d0e8d5a1069df23689d45262b86f54988a7db264e874"},
-    {file = "sentry_sdk-2.6.0.tar.gz", hash = "sha256:65cc07e9c6995c5e316109f138570b32da3bd7ff8d0d0ee4aaf2628c3dd8127d"},
+    {file = "sentry_sdk-2.7.0-py2.py3-none-any.whl", hash = "sha256:db9594c27a4d21c1ebad09908b1f0dc808ef65c2b89c1c8e7e455143262e37c1"},
+    {file = "sentry_sdk-2.7.0.tar.gz", hash = "sha256:d846a211d4a0378b289ced3c434480945f110d0ede00450ba631fc2852e7a0d4"},
 ]
 
 [package.dependencies]
@@ -2506,7 +2517,7 @@ langchain = ["langchain (>=0.0.210)"]
 loguru = ["loguru (>=0.5)"]
 openai = ["openai (>=1.0.0)", "tiktoken (>=0.3.0)"]
 opentelemetry = ["opentelemetry-distro (>=0.35b0)"]
-opentelemetry-experimental = ["opentelemetry-distro (>=0.40b0,<1.0)", "opentelemetry-instrumentation-aiohttp-client (>=0.40b0,<1.0)", "opentelemetry-instrumentation-django (>=0.40b0,<1.0)", "opentelemetry-instrumentation-fastapi (>=0.40b0,<1.0)", "opentelemetry-instrumentation-flask (>=0.40b0,<1.0)", "opentelemetry-instrumentation-requests (>=0.40b0,<1.0)", "opentelemetry-instrumentation-sqlite3 (>=0.40b0,<1.0)", "opentelemetry-instrumentation-urllib (>=0.40b0,<1.0)"]
+opentelemetry-experimental = ["opentelemetry-instrumentation-aio-pika (==0.46b0)", "opentelemetry-instrumentation-aiohttp-client (==0.46b0)", "opentelemetry-instrumentation-aiopg (==0.46b0)", "opentelemetry-instrumentation-asgi (==0.46b0)", "opentelemetry-instrumentation-asyncio (==0.46b0)", "opentelemetry-instrumentation-asyncpg (==0.46b0)", "opentelemetry-instrumentation-aws-lambda (==0.46b0)", "opentelemetry-instrumentation-boto (==0.46b0)", "opentelemetry-instrumentation-boto3sqs (==0.46b0)", "opentelemetry-instrumentation-botocore (==0.46b0)", "opentelemetry-instrumentation-cassandra (==0.46b0)", "opentelemetry-instrumentation-celery (==0.46b0)", "opentelemetry-instrumentation-confluent-kafka (==0.46b0)", "opentelemetry-instrumentation-dbapi (==0.46b0)", "opentelemetry-instrumentation-django (==0.46b0)", "opentelemetry-instrumentation-elasticsearch (==0.46b0)", "opentelemetry-instrumentation-falcon (==0.46b0)", "opentelemetry-instrumentation-fastapi (==0.46b0)", "opentelemetry-instrumentation-flask (==0.46b0)", "opentelemetry-instrumentation-grpc (==0.46b0)", "opentelemetry-instrumentation-httpx (==0.46b0)", "opentelemetry-instrumentation-jinja2 (==0.46b0)", "opentelemetry-instrumentation-kafka-python (==0.46b0)", "opentelemetry-instrumentation-logging (==0.46b0)", "opentelemetry-instrumentation-mysql (==0.46b0)", "opentelemetry-instrumentation-mysqlclient (==0.46b0)", "opentelemetry-instrumentation-pika (==0.46b0)", "opentelemetry-instrumentation-psycopg (==0.46b0)", "opentelemetry-instrumentation-psycopg2 (==0.46b0)", "opentelemetry-instrumentation-pymemcache (==0.46b0)", "opentelemetry-instrumentation-pymongo (==0.46b0)", "opentelemetry-instrumentation-pymysql (==0.46b0)", "opentelemetry-instrumentation-pyramid (==0.46b0)", "opentelemetry-instrumentation-redis (==0.46b0)", "opentelemetry-instrumentation-remoulade (==0.46b0)", "opentelemetry-instrumentation-requests (==0.46b0)", "opentelemetry-instrumentation-sklearn (==0.46b0)", "opentelemetry-instrumentation-sqlalchemy (==0.46b0)", "opentelemetry-instrumentation-sqlite3 (==0.46b0)", "opentelemetry-instrumentation-starlette (==0.46b0)", "opentelemetry-instrumentation-system-metrics (==0.46b0)", "opentelemetry-instrumentation-threading (==0.46b0)", "opentelemetry-instrumentation-tornado (==0.46b0)", "opentelemetry-instrumentation-tortoiseorm (==0.46b0)", "opentelemetry-instrumentation-urllib (==0.46b0)", "opentelemetry-instrumentation-urllib3 (==0.46b0)", "opentelemetry-instrumentation-wsgi (==0.46b0)"]
 pure-eval = ["asttokens", "executing", "pure-eval"]
 pymongo = ["pymongo (>=3.1)"]
 pyspark = ["pyspark (>=2.4.4)"]
@@ -3235,4 +3246,4 @@ local = []
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "4f566531a8539ddc81cb91a7e7f9b723c84679f0af5bb8619f7b02f9ffc6cfaa"
+content-hash = "7e46144d27c633214f00e73e496c0e4d56db1fb47032a21861677ec275b79d86"
diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml
index 6f305ea85..3a07f47a5 100644
--- a/src/backend/base/pyproject.toml
+++ b/src/backend/base/pyproject.toml
@@ -64,6 +64,7 @@ pyperclip = "^1.8.2"
 uncurl = "^0.0.11"
 sentry-sdk = {extras = ["fastapi", "loguru"], version = "^2.5.1"}
 chardet = "^5.2.0"
+firecrawl-py = "^0.0.16"
 
 
 [tool.poetry.extras]
diff --git a/src/frontend/src/components/editFlowSettingsComponent/index.tsx b/src/frontend/src/components/editFlowSettingsComponent/index.tsx
index b15e0c369..d6f518776 100644
--- a/src/frontend/src/components/editFlowSettingsComponent/index.tsx
+++ b/src/frontend/src/components/editFlowSettingsComponent/index.tsx
@@ -4,7 +4,7 @@ import { Label } from "../../components/ui/label";
 import { Textarea } from "../../components/ui/textarea";
 import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { InputProps } from "../../types/components";
-import { cn } from "../../utils/utils";
+import { cn, isEndpointNameValid } from "../../utils/utils";
 
 export const EditFlowSettings: React.FC<InputProps> = ({
   name,
@@ -17,7 +17,7 @@ export const EditFlowSettings: React.FC<InputProps> = ({
   setEndpointName,
 }: InputProps): JSX.Element => {
   const [isMaxLength, setIsMaxLength] = useState(false);
-  const [isEndpointNameValid, setIsEndpointNameValid] = useState(true);
+  const [validEndpointName, setValidEndpointName] = useState(true);
   const [isInvalidName, setIsInvalidName] = useState(false);
   const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
 
@@ -34,10 +34,6 @@ export const EditFlowSettings: React.FC<InputProps> = ({
         invalid = true;
         break;
       }
-      if (value === currentFlow?.name) {
-        invalid = true;
-        break;
-      }
       invalid = false;
     }
     setIsInvalidName(invalid);
@@ -51,12 +47,8 @@ export const EditFlowSettings: React.FC<InputProps> = ({
   const handleEndpointNameChange = (event: ChangeEvent<HTMLInputElement>) => {
     // Validate the endpoint name
     // use this regex r'^[a-zA-Z0-9_-]+$'
-    const isValid =
-      (/^[a-zA-Z0-9_-]+$/.test(event.target.value) &&
-        event.target.value.length <= maxLength) ||
-      // empty is also valid
-      event.target.value.length === 0;
-    setIsEndpointNameValid(isValid);
+    const isValid = isEndpointNameValid(event.target.value, maxLength);
+    setValidEndpointName(isValid);
     setEndpointName!(event.target.value);
   };
 
@@ -115,21 +107,21 @@ export const EditFlowSettings: React.FC<InputProps> = ({
             }}
           />
         ) : (
-          <span
+          <div
             className={cn(
-              "font-normal text-muted-foreground word-break-break-word",
+              "max-h-[250px] overflow-auto font-normal text-muted-foreground word-break-break-word",
               description === "" ? "font-light italic" : "",
             )}
           >
             {description === "" ? "No description" : description}
-          </span>
+          </div>
         )}
       </Label>
       {setEndpointName && (
         <Label>
           <div className="edit-flow-arrangement mt-3">
             <span className="font-medium">Endpoint Name</span>
-            {!isEndpointNameValid && (
+            {!validEndpointName && (
               <span className="edit-flow-span">
                 Invalid endpoint name. Use only letters, numbers, hyphens, and
                 underscores ({maxLength} characters max).
diff --git a/src/frontend/src/controllers/API/index.ts b/src/frontend/src/controllers/API/index.ts
index 17e89debe..3635f5f44 100644
--- a/src/frontend/src/controllers/API/index.ts
+++ b/src/frontend/src/controllers/API/index.ts
@@ -1112,7 +1112,7 @@ export async function getMessagesTable(
   return { rows: rowsOrganized, columns };
 }
 
-export async function deleteMessagesFn(ids: number[]) {
+export async function deleteMessagesFn(ids: string[]) {
   try {
     return await api.delete(`${BASE_URL_API}monitor/messages`, {
       data: ids,
@@ -1124,5 +1124,5 @@ export async function deleteMessagesFn(ids: number[]) {
 }
 
 export async function updateMessageApi(data: Message) {
-  return await api.post(`${BASE_URL_API}monitor/messages/${data.index}`, data);
+  return await api.post(`${BASE_URL_API}monitor/messages/${data.id}`, data);
 }
diff --git a/src/frontend/src/icons/Firecrawl/FirecrawlLogo.jsx b/src/frontend/src/icons/Firecrawl/FirecrawlLogo.jsx
new file mode 100644
index 000000000..f79173d13
--- /dev/null
+++ b/src/frontend/src/icons/Firecrawl/FirecrawlLogo.jsx
@@ -0,0 +1,61 @@
+const SvgFirecrawlLogo = (props) => (
+  <svg
+    viewBox="-33 0 255 255"
+    width="24"
+    height="24"
+    xmlns="http://www.w3.org/2000/svg"
+    xmlnsXlink="http://www.w3.org/1999/xlink"
+    preserveAspectRatio="xMidYMid"
+  >
+    <defs>
+      <style>
+        {`
+          .cls-3 {
+            fill: url(#linear-gradient-1);
+          }
+
+          .cls-4 {
+            fill: #fc9502;
+          }
+
+          .cls-5 {
+            fill: #fce202;
+          }
+        `}
+      </style>
+
+      <linearGradient
+        id="linear-gradient-1"
+        gradientUnits="userSpaceOnUse"
+        x1="94.141"
+        y1="255"
+        x2="94.141"
+        y2="0.188"
+      >
+        <stop offset="0" stopColor="#ff4c0d" />
+        <stop offset="1" stopColor="#fc9502" />
+      </linearGradient>
+    </defs>
+    <g id="fire">
+      <path
+        d="M187.899,164.809 C185.803,214.868 144.574,254.812 94.000,254.812 C42.085,254.812 -0.000,211.312 -0.000,160.812 C-0.000,154.062 -0.121,140.572 10.000,117.812 C16.057,104.191 19.856,95.634 22.000,87.812 C23.178,83.513 25.469,76.683 32.000,87.812 C35.851,94.374 36.000,103.812 36.000,103.812 C36.000,103.812 50.328,92.817 60.000,71.812 C74.179,41.019 62.866,22.612 59.000,9.812 C57.662,5.384 56.822,-2.574 66.000,0.812 C75.352,4.263 100.076,21.570 113.000,39.812 C131.445,65.847 138.000,90.812 138.000,90.812 C138.000,90.812 143.906,83.482 146.000,75.812 C148.365,67.151 148.400,58.573 155.999,67.813 C163.226,76.600 173.959,93.113 180.000,108.812 C190.969,137.321 187.899,164.809 187.899,164.809 Z"
+        id="path-1"
+        className="cls-3"
+        fillRule="evenodd"
+      />
+      <path
+        d="M94.000,254.812 C58.101,254.812 29.000,225.711 29.000,189.812 C29.000,168.151 37.729,155.000 55.896,137.166 C67.528,125.747 78.415,111.722 83.042,102.172 C83.953,100.292 86.026,90.495 94.019,101.966 C98.212,107.982 104.785,118.681 109.000,127.812 C116.266,143.555 118.000,158.812 118.000,158.812 C118.000,158.812 125.121,154.616 130.000,143.812 C131.573,140.330 134.753,127.148 143.643,140.328 C150.166,150.000 159.127,167.390 159.000,189.812 C159.000,225.711 129.898,254.812 94.000,254.812 Z"
+        id="path-2"
+        className="cls-4"
+        fillRule="evenodd"
+      />
+      <path
+        d="M95.000,183.812 C104.250,183.812 104.250,200.941 116.000,223.812 C123.824,239.041 112.121,254.812 95.000,254.812 C77.879,254.812 69.000,240.933 69.000,223.812 C69.000,206.692 85.750,183.812 95.000,183.812 Z"
+        id="path-3"
+        className="cls-5"
+        fillRule="evenodd"
+      />
+    </g>
+  </svg>
+);
+export default SvgFirecrawlLogo;
diff --git a/src/frontend/src/icons/Firecrawl/firecraw-logo.svg b/src/frontend/src/icons/Firecrawl/firecraw-logo.svg
new file mode 100644
index 000000000..ea8d2c7f1
--- /dev/null
+++ b/src/frontend/src/icons/Firecrawl/firecraw-logo.svg
@@ -0,0 +1,28 @@
+<svg width="800px" height="800px" viewBox="-33 0 255 255" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" preserveAspectRatio="xMidYMid">
+  <defs>
+    <style>
+
+      .cls-3 {
+        fill: url(#linear-gradient-1);
+      }
+
+      .cls-4 {
+        fill: #fc9502;
+      }
+
+      .cls-5 {
+        fill: #fce202;
+      }
+    </style>
+
+    <linearGradient id="linear-gradient-1" gradientUnits="userSpaceOnUse" x1="94.141" y1="255" x2="94.141" y2="0.188">
+      <stop offset="0" stop-color="#ff4c0d"/>
+      <stop offset="1" stop-color="#fc9502"/>
+    </linearGradient>
+  </defs>
+  <g id="fire">
+    <path d="M187.899,164.809 C185.803,214.868 144.574,254.812 94.000,254.812 C42.085,254.812 -0.000,211.312 -0.000,160.812 C-0.000,154.062 -0.121,140.572 10.000,117.812 C16.057,104.191 19.856,95.634 22.000,87.812 C23.178,83.513 25.469,76.683 32.000,87.812 C35.851,94.374 36.000,103.812 36.000,103.812 C36.000,103.812 50.328,92.817 60.000,71.812 C74.179,41.019 62.866,22.612 59.000,9.812 C57.662,5.384 56.822,-2.574 66.000,0.812 C75.352,4.263 100.076,21.570 113.000,39.812 C131.445,65.847 138.000,90.812 138.000,90.812 C138.000,90.812 143.906,83.482 146.000,75.812 C148.365,67.151 148.400,58.573 155.999,67.813 C163.226,76.600 173.959,93.113 180.000,108.812 C190.969,137.321 187.899,164.809 187.899,164.809 Z" id="path-1" class="cls-3" fill-rule="evenodd"/>
+    <path d="M94.000,254.812 C58.101,254.812 29.000,225.711 29.000,189.812 C29.000,168.151 37.729,155.000 55.896,137.166 C67.528,125.747 78.415,111.722 83.042,102.172 C83.953,100.292 86.026,90.495 94.019,101.966 C98.212,107.982 104.785,118.681 109.000,127.812 C116.266,143.555 118.000,158.812 118.000,158.812 C118.000,158.812 125.121,154.616 130.000,143.812 C131.573,140.330 134.753,127.148 143.643,140.328 C150.166,150.000 159.127,167.390 159.000,189.812 C159.000,225.711 129.898,254.812 94.000,254.812 Z" id="path-2" class="cls-4" fill-rule="evenodd"/>
+    <path d="M95.000,183.812 C104.250,183.812 104.250,200.941 116.000,223.812 C123.824,239.041 112.121,254.812 95.000,254.812 C77.879,254.812 69.000,240.933 69.000,223.812 C69.000,206.692 85.750,183.812 95.000,183.812 Z" id="path-3" class="cls-5" fill-rule="evenodd"/>
+  </g>
+</svg>
\ No newline at end of file
diff --git a/src/frontend/src/icons/Firecrawl/index.tsx b/src/frontend/src/icons/Firecrawl/index.tsx
new file mode 100644
index 000000000..060d053bb
--- /dev/null
+++ b/src/frontend/src/icons/Firecrawl/index.tsx
@@ -0,0 +1,9 @@
+import React, { forwardRef } from "react";
+import SvgFirecrawlLogo from "./FirecrawlLogo";
+
+export const FirecrawlIcon = forwardRef<
+  SVGSVGElement,
+  React.PropsWithChildren<{}>
+>((props, ref) => {
+  return <SvgFirecrawlLogo ref={ref} {...props} />;
+});
diff --git a/src/frontend/src/modals/IOModal/components/SessionView/hooks/index.tsx b/src/frontend/src/modals/IOModal/components/SessionView/hooks/index.tsx
index e8e638def..17b44fd2b 100644
--- a/src/frontend/src/modals/IOModal/components/SessionView/hooks/index.tsx
+++ b/src/frontend/src/modals/IOModal/components/SessionView/hooks/index.tsx
@@ -10,7 +10,7 @@ const useRemoveSession = (setSuccessData, setErrorData) => {
       await deleteMessagesFn(
         messages
           .filter((msg) => msg.session_id === session_id)
-          .map((msg) => msg.index),
+          .map((msg) => msg.id),
       );
       deleteSession(session_id);
       setSuccessData({
diff --git a/src/frontend/src/modals/IOModal/components/SessionView/index.tsx b/src/frontend/src/modals/IOModal/components/SessionView/index.tsx
index 2ea6ef606..70174ee72 100644
--- a/src/frontend/src/modals/IOModal/components/SessionView/index.tsx
+++ b/src/frontend/src/modals/IOModal/components/SessionView/index.tsx
@@ -17,7 +17,7 @@ export default function SessionView({ rows }: { rows: Array<any> }) {
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const setSuccessData = useAlertStore((state) => state.setSuccessData);
 
-  const [selectedRows, setSelectedRows] = useState<number[]>([]);
+  const [selectedRows, setSelectedRows] = useState<string[]>([]);
 
   const { handleRemoveMessages } = useRemoveMessages(
     setSelectedRows,
@@ -52,7 +52,8 @@ export default function SessionView({ rows }: { rows: Array<any> }) {
       ]}
       overlayNoRowsTemplate="No data available"
       onSelectionChanged={(event: SelectionChangedEvent) => {
-        setSelectedRows(event.api.getSelectedRows().map((row) => row.index));
+        console.log(event.api.getSelectedRows());
+        setSelectedRows(event.api.getSelectedRows().map((row) => row.id));
       }}
       rowSelection="multiple"
       suppressRowClickSelection={true}
diff --git a/src/frontend/src/modals/flowSettingsModal/index.tsx b/src/frontend/src/modals/flowSettingsModal/index.tsx
index e5bc58d0d..b76ac85a5 100644
--- a/src/frontend/src/modals/flowSettingsModal/index.tsx
+++ b/src/frontend/src/modals/flowSettingsModal/index.tsx
@@ -6,6 +6,7 @@ import useAlertStore from "../../stores/alertStore";
 import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { FlowSettingsPropsType } from "../../types/components";
 import { FlowType } from "../../types/flow";
+import { isEndpointNameValid } from "../../utils/utils";
 import BaseModal from "../baseModal";
 
 export default function FlowSettingsModal({
@@ -22,13 +23,17 @@ export default function FlowSettingsModal({
 
   const [name, setName] = useState(currentFlow!.name);
   const [description, setDescription] = useState(currentFlow!.description);
-  const [endpoint_name, setEndpointName] = useState(currentFlow!.endpoint_name);
+  const [endpoint_name, setEndpointName] = useState(
+    currentFlow!.endpoint_name ?? "",
+  );
   const [isSaving, setIsSaving] = useState(false);
+  const [disableSave, setDisableSave] = useState(true);
   function handleClick(): void {
     setIsSaving(true);
     currentFlow!.name = name;
     currentFlow!.description = description;
-    currentFlow!.endpoint_name = endpoint_name;
+    currentFlow!.endpoint_name =
+      endpoint_name && endpoint_name.length > 0 ? endpoint_name : null;
     saveFlow(currentFlow!)
       ?.then(() => {
         setOpen(false);
@@ -54,6 +59,18 @@ export default function FlowSettingsModal({
     setNameList(tempNameList.filter((name) => name !== currentFlow!.name));
   }, [flows]);
 
+  useEffect(() => {
+    if (
+      (!nameLists.includes(name) && currentFlow?.name !== name) ||
+      currentFlow?.description !== description ||
+      ((currentFlow?.endpoint_name ?? "") !== endpoint_name &&
+        isEndpointNameValid(endpoint_name ?? "", 50))
+    ) {
+      setDisableSave(false);
+    } else {
+      setDisableSave(true);
+    }
+  }, [nameLists, currentFlow, description, endpoint_name, name]);
   return (
     <BaseModal
       open={open}
@@ -80,8 +97,8 @@ export default function FlowSettingsModal({
       <BaseModal.Footer
         submit={{
           label: "Save",
-          disabled: nameLists.includes(name) || name === currentFlow!.name,
           dataTestId: "save-flow-settings",
+          disabled: disableSave,
           loading: isSaving,
         }}
       />
diff --git a/src/frontend/src/modals/shareModal/index.tsx b/src/frontend/src/modals/shareModal/index.tsx
index 13d50f0a9..c0ba3d628 100644
--- a/src/frontend/src/modals/shareModal/index.tsx
+++ b/src/frontend/src/modals/shareModal/index.tsx
@@ -128,7 +128,7 @@ export default function ShareModal({
         successShare,
         (err) => {
           setErrorData({
-            title: "Error sharing " + is_component ? "component" : "flow",
+            title: "Error sharing " + (is_component ? "component" : "flow"),
             list: [err["response"]["data"]["detail"]],
           });
         },
diff --git a/src/frontend/src/pages/SettingsPage/pages/messagesPage/hooks/use-remove-messages.tsx b/src/frontend/src/pages/SettingsPage/pages/messagesPage/hooks/use-remove-messages.tsx
index f2c8a2a4d..36cb24531 100644
--- a/src/frontend/src/pages/SettingsPage/pages/messagesPage/hooks/use-remove-messages.tsx
+++ b/src/frontend/src/pages/SettingsPage/pages/messagesPage/hooks/use-remove-messages.tsx
@@ -2,10 +2,10 @@ import { deleteMessagesFn } from "../../../../../controllers/API";
 import { useMessagesStore } from "../../../../../stores/messagesStore";
 
 const useRemoveMessages = (
-  setSelectedRows: (data: number[]) => void,
+  setSelectedRows: (data: string[]) => void,
   setSuccessData: (data: { title: string }) => void,
   setErrorData: (data: { title: string }) => void,
-  selectedRows: number[],
+  selectedRows: string[],
 ) => {
   const deleteMessages = useMessagesStore((state) => state.removeMessages);
 
diff --git a/src/frontend/src/pages/SettingsPage/pages/messagesPage/index.tsx b/src/frontend/src/pages/SettingsPage/pages/messagesPage/index.tsx
index 70037ee7c..c3172f152 100644
--- a/src/frontend/src/pages/SettingsPage/pages/messagesPage/index.tsx
+++ b/src/frontend/src/pages/SettingsPage/pages/messagesPage/index.tsx
@@ -21,7 +21,7 @@ export default function MessagesPage() {
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const setSuccessData = useAlertStore((state) => state.setSuccessData);
 
-  const [selectedRows, setSelectedRows] = useState<number[]>([]);
+  const [selectedRows, setSelectedRows] = useState<string[]>([]);
 
   const { handleRemoveMessages } = useRemoveMessages(
     setSelectedRows,
diff --git a/src/frontend/src/stores/messagesStore.ts b/src/frontend/src/stores/messagesStore.ts
index 349a1c447..cb817febc 100644
--- a/src/frontend/src/stores/messagesStore.ts
+++ b/src/frontend/src/stores/messagesStore.ts
@@ -29,7 +29,7 @@ export const useMessagesStore = create<MessagesStoreType>((set, get) => ({
   updateMessage: (message) => {
     set(() => ({
       messages: get().messages.map((msg) =>
-        msg.index === message.index ? message : msg,
+        msg.id === message.id ? message : msg,
       ),
     }));
   },
@@ -41,7 +41,7 @@ export const useMessagesStore = create<MessagesStoreType>((set, get) => ({
       try {
         set((state) => {
           const updatedMessages = state.messages.filter(
-            (msg) => !ids.includes(msg.index),
+            (msg) => !ids.includes(msg.id),
           );
           get().setMessages(updatedMessages);
           resolve(updatedMessages);
diff --git a/src/frontend/src/types/components/index.ts b/src/frontend/src/types/components/index.ts
index 992c012bd..4d9174f26 100644
--- a/src/frontend/src/types/components/index.ts
+++ b/src/frontend/src/types/components/index.ts
@@ -303,7 +303,7 @@ export type IconComponentProps = {
 export type InputProps = {
   name: string | null;
   description: string | null;
-  endpointName?: string;
+  endpointName?: string | null;
   maxLength?: number;
   setName?: (name: string) => void;
   setDescription?: (description: string) => void;
diff --git a/src/frontend/src/types/flow/index.ts b/src/frontend/src/types/flow/index.ts
index 95e04f5b2..2f8457138 100644
--- a/src/frontend/src/types/flow/index.ts
+++ b/src/frontend/src/types/flow/index.ts
@@ -7,7 +7,7 @@ export type FlowType = {
   id: string;
   data: ReactFlowJsonObject | null;
   description: string;
-  endpoint_name?: string;
+  endpoint_name?: string | null;
   style?: FlowStyleType;
   is_component?: boolean;
   last_tested_version?: string;
diff --git a/src/frontend/src/types/messages/index.ts b/src/frontend/src/types/messages/index.ts
index 738e16258..4cb98a51d 100644
--- a/src/frontend/src/types/messages/index.ts
+++ b/src/frontend/src/types/messages/index.ts
@@ -1,7 +1,6 @@
 type Message = {
   artifacts: Record<string, any>;
   flow_id: string;
-  index: number;
   message: string;
   sender: string;
   sender_name: string;
diff --git a/src/frontend/src/types/zustand/messages/index.ts b/src/frontend/src/types/zustand/messages/index.ts
index b3ebd50d1..38e66c990 100644
--- a/src/frontend/src/types/zustand/messages/index.ts
+++ b/src/frontend/src/types/zustand/messages/index.ts
@@ -8,7 +8,7 @@ export type MessagesStoreType = {
   removeMessage: (message: Message) => void;
   updateMessage: (message: Message) => void;
   clearMessages: () => void;
-  removeMessages: (ids: number[]) => void;
+  removeMessages: (ids: string[]) => void;
   columns: Array<ColDef | ColGroupDef>;
   setColumns: (columns: Array<ColDef | ColGroupDef>) => void;
   deleteSession: (id: string) => void;
diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts
index 30a22fd60..b344eaaec 100644
--- a/src/frontend/src/utils/styleUtils.ts
+++ b/src/frontend/src/utils/styleUtils.ts
@@ -171,6 +171,7 @@ import { CouchbaseIcon } from "../icons/Couchbase";
 import { ElasticsearchIcon } from "../icons/ElasticsearchStore";
 import { EvernoteIcon } from "../icons/Evernote";
 import { FBIcon } from "../icons/FacebookMessenger";
+import { FirecrawlIcon } from "../icons/Firecrawl";
 import { GitBookIcon } from "../icons/GitBook";
 import { GoogleIcon } from "../icons/Google";
 import { GoogleGenerativeAIIcon } from "../icons/GoogleGenerativeAI";
@@ -363,6 +364,8 @@ export const nodeIconsLucide: iconsType = {
   CohereEmbeddings: CohereIcon,
   EverNoteLoader: EvernoteIcon,
   FacebookChatLoader: FBIcon,
+  FirecrawlCrawlApi: FirecrawlIcon,
+  FirecrawlScrapeApi: FirecrawlIcon,
   GitbookLoader: GitBookIcon,
   GoogleSearchAPIWrapper: GoogleIcon,
   GoogleSearchResults: GoogleIcon,
diff --git a/src/frontend/src/utils/utils.ts b/src/frontend/src/utils/utils.ts
index e704beb63..8ea79fd7a 100644
--- a/src/frontend/src/utils/utils.ts
+++ b/src/frontend/src/utils/utils.ts
@@ -463,3 +463,11 @@ export const logTypeIsError = (
     return isErrorLog(outputs);
   }
 };
+
+export function isEndpointNameValid(name: string, maxLength: number): boolean {
+  return (
+    (/^[a-zA-Z0-9_-]+$/.test(name) && name.length <= maxLength) ||
+    // empty is also valid
+    name.length === 0
+  );
+}
diff --git a/tests/test_webhook.py b/tests/test_webhook.py
index c8d75c9cc..edba88168 100644
--- a/tests/test_webhook.py
+++ b/tests/test_webhook.py
@@ -26,3 +26,15 @@ def test_webhook_endpoint(client, added_webhook_test):
     response = client.post(endpoint, json=payload)
     assert response.status_code == 202
     assert not file_path.exists()
+
+
+def test_webhook_with_random_payload(client, added_webhook_test):
+    endpoint_name = added_webhook_test["endpoint_name"]
+    endpoint = f"api/v1/webhook/{endpoint_name}"
+    # Just test that "Random Payload" returns 202
+    # returns 202
+    response = client.post(
+        endpoint,
+        json="Random Payload",
+    )
+    assert response.status_code == 202
diff --git a/tests/unit/test_messages.py b/tests/unit/test_messages.py
index 198387db8..059d82b61 100644
--- a/tests/unit/test_messages.py
+++ b/tests/unit/test_messages.py
@@ -35,16 +35,20 @@ def created_messages(session):
         return messages_read
 
 
-def test_get_messages(session):
-    add_messages(Message(text="Test message 1", sender="User", sender_name="User", session_id="session_id2"))
-    add_messages(Message(text="Test message 2", sender="User", sender_name="User", session_id="session_id2"))
+def test_get_messages():
+    add_messages(
+        [
+            Message(text="Test message 1", sender="User", sender_name="User", session_id="session_id2"),
+            Message(text="Test message 2", sender="User", sender_name="User", session_id="session_id2"),
+        ]
+    )
     messages = get_messages(sender="User", session_id="session_id2", limit=2)
     assert len(messages) == 2
     assert messages[0].text == "Test message 1"
     assert messages[1].text == "Test message 2"
 
 
-def test_add_messages(session):
+def test_add_messages():
     message = Message(text="New Test message", sender="User", sender_name="User", session_id="new_session_id")
     messages = add_messages(message)
     assert len(messages) == 1
@@ -65,7 +69,7 @@ def test_delete_messages(session):
     assert len(messages) == 0
 
 
-def test_store_message(session):
+def test_store_message():
     message = Message(text="Stored message", sender="User", sender_name="User", session_id="stored_session_id")
     stored_messages = store_message(message)
     assert len(stored_messages) == 1