From 7a36cc9ebf9ad320b98c003236deaeff6237bdeb Mon Sep 17 00:00:00 2001
From: William Espegren <131612909+WilliamEspegren@users.noreply.github.com>
Date: Thu, 8 Aug 2024 14:53:05 +0200
Subject: [PATCH 01/38] feat: add Spider Web Scraper & Crawler (#2439)

* spider files

* rebuild required

* add spider-client here

* Feat: Spider Web Crawler & Scraper

* Feat: spider integration

* new input not working

* [autofix.ci] apply automated fixes

* [autofix.ci] apply automated fixes (attempt 2/3)

* fix: add outputs and configure build method

* style: run ruff

* Refactor SpiderTool to use 'crawl' instead of 'build' for generating Markdown content

* chore: add type ignore

* chore: new lock

* chore: Update mem0ai dependency to version 0.0.5

---------

Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
---
 poetry.lock                                   |  143 +-
 pyproject.toml                                |    1 +
 .../langchain_utilities/spider_constants.py   |    1 +
 .../components/embeddings/AstraVectorize.py   |   15 +-
 .../langchain_utilities/SpiderTool.py         |  121 +
 src/backend/base/langflow/main.py             |    2 +-
 src/backend/base/poetry.lock                  | 2333 ++++++++++++++++-
 src/backend/base/pyproject.toml               |    4 +
 src/frontend/src/icons/Spider/SpiderIcon.jsx  |   18 +
 src/frontend/src/icons/Spider/index.tsx       |    9 +
 src/frontend/src/icons/Spider/spider_logo.svg |    1 +
 src/frontend/src/utils/styleUtils.ts          |    2 +
 12 files changed, 2581 insertions(+), 69 deletions(-)
 create mode 100644 src/backend/base/langflow/base/langchain_utilities/spider_constants.py
 create mode 100644 src/backend/base/langflow/components/langchain_utilities/SpiderTool.py
 create mode 100644 src/frontend/src/icons/Spider/SpiderIcon.jsx
 create mode 100644 src/frontend/src/icons/Spider/index.tsx
 create mode 100644 src/frontend/src/icons/Spider/spider_logo.svg

diff --git a/poetry.lock b/poetry.lock
index 60ce75152319..8ed44e90b426 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2124,13 +2124,13 @@ idna = ">=2.0.0"
 
 [[package]]
 name = "embedchain"
-version = "0.1.119"
+version = "0.1.118"
 description = "Simplest open source retrieval (RAG) framework"
 optional = false
 python-versions = "<=3.13,>=3.9"
 files = [
-    {file = "embedchain-0.1.119-py3-none-any.whl", hash = "sha256:8ec3e7f139939fa1dc8fda898f8d8d9d31a5abfe08e184b607e38733d863d606"},
-    {file = "embedchain-0.1.119.tar.gz", hash = "sha256:0f4f45e092b7f3192ea6fe82575726532573b1231d7af6c22edc695b701b4223"},
+    {file = "embedchain-0.1.118-py3-none-any.whl", hash = "sha256:38ead471df9d9234bf42e6f7a32cab26431d50d6f2f894f18a6cabc0b02bf31a"},
+    {file = "embedchain-0.1.118.tar.gz", hash = "sha256:1fa1e799882a1dc4e63af344595b043f1c1f30fbd59461b6660b1934b85a1e4b"},
 ]
 
 [package.dependencies]
@@ -2144,7 +2144,7 @@ langchain = ">0.2,<=0.3"
 langchain-cohere = ">=0.1.4,<0.2.0"
 langchain-community = ">=0.2.6,<0.3.0"
 langchain-openai = ">=0.1.7,<0.2.0"
-mem0ai = ">=0.0.9,<0.0.10"
+mem0ai = ">=0.0.5,<0.0.6"
 openai = ">=1.1.1"
 posthog = ">=3.0.2,<4.0.0"
 pypdf = ">=4.0.1,<5.0.0"
@@ -2211,6 +2211,20 @@ django = ["dj-database-url", "dj-email-url", "django-cache-url"]
 lint = ["flake8 (==4.0.1)", "flake8-bugbear (==21.9.2)", "mypy (==0.910)", "pre-commit (>=2.4,<3.0)"]
 tests = ["dj-database-url", "dj-email-url", "django-cache-url", "pytest"]
 
+[[package]]
+name = "eval-type-backport"
+version = "0.2.0"
+description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "eval_type_backport-0.2.0-py3-none-any.whl", hash = "sha256:ac2f73d30d40c5a30a80b8739a789d6bb5e49fdffa66d7912667e2015d9c9933"},
+    {file = "eval_type_backport-0.2.0.tar.gz", hash = "sha256:68796cfbc7371ebf923f03bdf7bef415f3ec098aeced24e054b253a0e78f7b37"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -4735,19 +4749,19 @@ tests = ["aiohttp", "duckdb", "pandas (>=1.4)", "polars (>=0.19)", "pytest", "py
 
 [[package]]
 name = "langchain"
-version = "0.2.11"
+version = "0.2.10"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.2.11-py3-none-any.whl", hash = "sha256:5a7a8b4918f3d3bebce9b4f23b92d050699e6f7fb97591e8941177cf07a260a2"},
-    {file = "langchain-0.2.11.tar.gz", hash = "sha256:d7a9e4165f02dca0bd78addbc2319d5b9286b5d37c51d784124102b57e9fd297"},
+    {file = "langchain-0.2.10-py3-none-any.whl", hash = "sha256:b4fb58c7faf4f4999cfe3325474979a7121a1737dd101655a723a1d957ef0617"},
+    {file = "langchain-0.2.10.tar.gz", hash = "sha256:1f861c1b59ac9c91b02bb0fa58d3adad1c1d0686636872b5b357bbce3ce41d06"},
 ]
 
 [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 = ">=0.2.23,<0.3.0"
+langchain-core = ">=0.2.22,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -4851,20 +4865,20 @@ langchain-community = ["langchain-community (>=0.2.4)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.2.10"
+version = "0.2.9"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.2.10-py3-none-any.whl", hash = "sha256:9f4d1b5ab7f0b0a704f538e26e50fce45a461da6d2bf6b7b636d24f22fbc088a"},
-    {file = "langchain_community-0.2.10.tar.gz", hash = "sha256:3a0404bad4bd07d6f86affdb62fb3d080a456c66191754d586a409d9d6024d62"},
+    {file = "langchain_community-0.2.9-py3-none-any.whl", hash = "sha256:b51d3adf9346a1161c1098917585b9e303cf24e2f5c71f5d232a0504edada5f2"},
+    {file = "langchain_community-0.2.9.tar.gz", hash = "sha256:1e7c180232916cbe35fe00509680dd1f805e32d7c87b5e80b3a9ec8754ecae37"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 langchain = ">=0.2.9,<0.3.0"
-langchain-core = ">=0.2.23,<0.3.0"
+langchain-core = ">=0.2.22,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -4877,13 +4891,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.24"
+version = "0.2.29"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.2.24-py3-none-any.whl", hash = "sha256:9444fc082d21ef075d925590a684a73fe1f9688a3d90087580ec929751be55e7"},
-    {file = "langchain_core-0.2.24.tar.gz", hash = "sha256:f2e3fa200b124e8c45d270da9bf836bed9c09532612c96ff3225e59b9a232f5a"},
+    {file = "langchain_core-0.2.29-py3-none-any.whl", hash = "sha256:846c04a3bb72e409a9b928e0eb3ea1762e1473f2c4fb6df2596fbd7b3ab75973"},
+    {file = "langchain_core-0.2.29.tar.gz", hash = "sha256:491324745a7afee5a7b285c3904edd9dd0c6efa7daf26b92fec6e84a2d2f5d10"},
 ]
 
 [package.dependencies]
@@ -4896,6 +4910,7 @@ pydantic = [
 ]
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
+typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-experimental"
@@ -5181,6 +5196,7 @@ asyncer = "^0.0.5"
 bcrypt = "4.0.1"
 cachetools = "^5.3.1"
 chardet = "^5.2.0"
+crewai = "^0.36.0"
 cryptography = "^42.0.5"
 docstring-parser = "^0.16"
 duckdb = "^1.0.0"
@@ -5220,6 +5236,7 @@ python-multipart = "^0.0.7"
 rich = "^13.7.0"
 sentry-sdk = {version = "^2.5.1", extras = ["fastapi", "loguru"]}
 setuptools = ">=70"
+spider-client = "^0.0.27"
 sqlmodel = "^0.0.18"
 typer = "^0.12.0"
 uncurl = "^0.0.11"
@@ -5281,13 +5298,13 @@ requests = ">=2,<3"
 
 [[package]]
 name = "langwatch"
-version = "0.1.16"
+version = "0.1.18"
 description = "Python SDK for LangWatch for monitoring your LLMs"
 optional = false
-python-versions = "<4.0,>=3.9"
+python-versions = "<3.13,>=3.9"
 files = [
-    {file = "langwatch-0.1.16-py3-none-any.whl", hash = "sha256:61ccb1f1efbffc1b2e8bbd3b9c7ed53440d3a66b9fd741f3d1a30d31d0b936f7"},
-    {file = "langwatch-0.1.16.tar.gz", hash = "sha256:d8c453a4dcdb500bb55df19ef5fa2c43d450236d84e47fd72348fb3184cc3f6a"},
+    {file = "langwatch-0.1.18-py3-none-any.whl", hash = "sha256:73e469fee96d1bebfc54f27b8413d2f108124139ca2df7510063e3a1ea2dc3c1"},
+    {file = "langwatch-0.1.18.tar.gz", hash = "sha256:a0e6dbfedca02502bf5abafd7cf9ef8d1bffd8c0d6bac0d932d1209c97752c0e"},
 ]
 
 [package.dependencies]
@@ -5309,13 +5326,13 @@ openai = ["openai (>=1.3.7,<2.0.0)"]
 
 [[package]]
 name = "litellm"
-version = "1.42.5"
+version = "1.41.25"
 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 = [
-    {file = "litellm-1.42.5-py3-none-any.whl", hash = "sha256:c8c2f9e40b5aa1c2dcfcac9adb854b8ac22ce2112825d742d8fce516d26e9a65"},
-    {file = "litellm-1.42.5.tar.gz", hash = "sha256:64ea24040751009e70e816e9340c5c82717d9a309f4480e5ece9f3f67328e04e"},
+    {file = "litellm-1.41.25-py3-none-any.whl", hash = "sha256:80ef35f141402be4ef106a9c720169f6f613ff47df717ab3d1b8ba845c2a5b38"},
+    {file = "litellm-1.41.25.tar.gz", hash = "sha256:f6f000b8e666b51914436c26659d4a91d67b350bcc44e47b3837d3b8f0e1640d"},
 ]
 
 [package.dependencies]
@@ -5736,20 +5753,23 @@ files = [
 
 [[package]]
 name = "mem0ai"
-version = "0.0.9"
+version = "0.0.5"
 description = "Long-term memory for AI Agents"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "mem0ai-0.0.9-py3-none-any.whl", hash = "sha256:d4de435729af4fd3d597d022ffb2af89a0630d6c3b4769792bbe27d2ce816858"},
-    {file = "mem0ai-0.0.9.tar.gz", hash = "sha256:e4374d5d04aa3f543cd3325f700e4b62f5358ae1c6fa5c44b2ff790c10c4e5f1"},
+    {file = "mem0ai-0.0.5-py3-none-any.whl", hash = "sha256:6f6e5356fd522adf0510322cd581476ea456fd7ccefca11b5ac050e9a6f00f36"},
+    {file = "mem0ai-0.0.5.tar.gz", hash = "sha256:f2ac35d15e4e620becb8d06b8ebeb1ffa85fac0b7cb2d3138056babec48dd5dd"},
 ]
 
 [package.dependencies]
+boto3 = ">=1.34.144,<2.0.0"
+groq = ">=0.9.0,<0.10.0"
 openai = ">=1.33.0,<2.0.0"
 posthog = ">=3.5.0,<4.0.0"
 pydantic = ">=2.7.3,<3.0.0"
 qdrant-client = ">=1.9.1,<2.0.0"
+together = ">=1.2.1,<2.0.0"
 
 [[package]]
 name = "metal-sdk"
@@ -6566,13 +6586,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.37.1"
+version = "1.37.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.37.1-py3-none-any.whl", hash = "sha256:9a6adda0d6ae8fce02d235c5671c399cfa40d6a281b3628914c7ebf244888ee3"},
-    {file = "openai-1.37.1.tar.gz", hash = "sha256:faf87206785a6b5d9e34555d6a3242482a6852bc802e453e2a891f68ee04ce55"},
+    {file = "openai-1.37.0-py3-none-any.whl", hash = "sha256:a903245c0ecf622f2830024acdaa78683c70abb8e9d37a497b851670864c9f73"},
+    {file = "openai-1.37.0.tar.gz", hash = "sha256:dc8197fc40ab9d431777b6620d962cc49f4544ffc3011f03ce0a805e6eb54adb"},
 ]
 
 [package.dependencies]
@@ -8316,13 +8336,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.3.2"
+version = "8.3.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-8.3.2-py3-none-any.whl", hash = "sha256:4ba08f9ae7dcf84ded419494d229b48d0903ea6407b030eaec46df5e6a73bba5"},
-    {file = "pytest-8.3.2.tar.gz", hash = "sha256:c132345d12ce551242c87269de812483f5bcc87cdbb4722e48487ba194f9fdce"},
+    {file = "pytest-8.3.1-py3-none-any.whl", hash = "sha256:e9600ccf4f563976e2c99fa02c7624ab938296551f280835ee6516df8bc4ae8c"},
+    {file = "pytest-8.3.1.tar.gz", hash = "sha256:7e8e5c5abd6e93cb1cc151f23e57adc31fcf8cfd2a3ff2da63e23f732de35db6"},
 ]
 
 [package.dependencies]
@@ -9729,13 +9749,13 @@ tornado = ["tornado (>=6)"]
 
 [[package]]
 name = "setuptools"
-version = "72.1.0"
+version = "71.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-72.1.0-py3-none-any.whl", hash = "sha256:5a03e1860cf56bb6ef48ce186b0e557fdba433237481a9a625176c2831be15d1"},
-    {file = "setuptools-72.1.0.tar.gz", hash = "sha256:8d243eff56d095e5817f796ede6ae32941278f542e0f941867cc05ae52b162ec"},
+    {file = "setuptools-71.1.0-py3-none-any.whl", hash = "sha256:33874fdc59b3188304b2e7c80d9029097ea31627180896fb549c578ceb8a0855"},
+    {file = "setuptools-71.1.0.tar.gz", hash = "sha256:032d42ee9fb536e33087fb66cac5f840eb9391ed05637b3f2a76a7c8fb477936"},
 ]
 
 [package.extras]
@@ -9861,6 +9881,19 @@ files = [
     {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
 ]
 
+[[package]]
+name = "spider-client"
+version = "0.0.27"
+description = "Python SDK for Spider Cloud API"
+optional = false
+python-versions = "*"
+files = [
+    {file = "spider-client-0.0.27.tar.gz", hash = "sha256:c3feaf5c491bd9a6c509efa0c8789452497073d9f68e70fc90e7626a6a8365aa"},
+]
+
+[package.dependencies]
+requests = "*"
+
 [[package]]
 name = "sqlalchemy"
 version = "2.0.31"
@@ -10204,6 +10237,34 @@ requests = ">=2.26.0"
 [package.extras]
 blobfile = ["blobfile (>=2)"]
 
+[[package]]
+name = "together"
+version = "1.2.6"
+description = "Python client for Together's Cloud Platform!"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "together-1.2.6-py3-none-any.whl", hash = "sha256:b3ccf467919edcf3a3927dcf7aad6dee95c4a276ced7bff523a2b361fc766d56"},
+    {file = "together-1.2.6.tar.gz", hash = "sha256:f79f383d258fc964809ebe60870c94f2104c15b34451c5b4808bd11d956a1702"},
+]
+
+[package.dependencies]
+aiohttp = ">=3.9.3,<4.0.0"
+click = ">=8.1.7,<9.0.0"
+eval-type-backport = ">=0.1.3,<0.3.0"
+filelock = ">=3.13.1,<4.0.0"
+numpy = [
+    {version = ">=1.23.5", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+]
+pillow = ">=10.3.0,<11.0.0"
+pyarrow = ">=10.0.1"
+pydantic = ">=2.6.3,<3.0.0"
+requests = ">=2.31.0,<3.0.0"
+tabulate = ">=0.9.0,<0.10.0"
+tqdm = ">=4.66.2,<5.0.0"
+typer = ">=0.9,<0.13"
+
 [[package]]
 name = "tokenizers"
 version = "0.19.1"
@@ -10761,13 +10822,13 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-setuptools"
-version = "71.1.0.20240726"
+version = "71.0.0.20240722"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-setuptools-71.1.0.20240726.tar.gz", hash = "sha256:85ba28e9461bb1be86ebba4db0f1c2408f2b11115b1966334ea9dc464e29303e"},
-    {file = "types_setuptools-71.1.0.20240726-py3-none-any.whl", hash = "sha256:a7775376f36e0ff09bcad236bf265777590a66b11623e48c20bfc30f1444ea36"},
+    {file = "types-setuptools-71.0.0.20240722.tar.gz", hash = "sha256:8f1fd5281945ed8f5a896f05dd50bc31917d6e2487ff9508f4bac522d13ad395"},
+    {file = "types_setuptools-71.0.0.20240722-py3-none-any.whl", hash = "sha256:04a383bd1a2dcdb6a85397516ce2d7b46617d89f1d758f686d0d9069943d9811"},
 ]
 
 [[package]]
@@ -11331,13 +11392,13 @@ files = [
 
 [[package]]
 name = "weaviate-client"
-version = "4.7.1"
+version = "4.6.7"
 description = "A python native Weaviate client"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "weaviate_client-4.7.1-py3-none-any.whl", hash = "sha256:342f5c67b126cee4dc3a60467ad1ae74971cd5614e27af6fb13d687a345352c4"},
-    {file = "weaviate_client-4.7.1.tar.gz", hash = "sha256:af99ac4e53613d2ff5b797372e95d004d0c8a1dd10a7f592068bcb423a30af30"},
+    {file = "weaviate_client-4.6.7-py3-none-any.whl", hash = "sha256:8793de35264cab33a84fe8cb8c422a257fe4d8334657aaddd8ead853da3fb34a"},
+    {file = "weaviate_client-4.6.7.tar.gz", hash = "sha256:202b32e160536f5f44e4a635d30c3d3a0790b1a7ff997f5e243919d1ac5b68a1"},
 ]
 
 [package.dependencies]
@@ -12012,4 +12073,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "b0b58a9883d3eacc262701a7938ff839365386ba5e155dd2582986501d2b5d7c"
+content-hash = "6554abddd0322e28c531774986c897c560099a974f985aa48b21b36b12e2be52"
diff --git a/pyproject.toml b/pyproject.toml
index f29810c7a88c..337431790852 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,6 +106,7 @@ langchain-google-community = "1.0.7"
 wolframalpha = "^5.1.3"
 astra-assistants = "^2.0.15"
 composio-langchain = "^0.3.28"
+spider-client = "^0.0.27"
 
 
 [tool.poetry.group.dev.dependencies]
diff --git a/src/backend/base/langflow/base/langchain_utilities/spider_constants.py b/src/backend/base/langflow/base/langchain_utilities/spider_constants.py
new file mode 100644
index 000000000000..8630e942e020
--- /dev/null
+++ b/src/backend/base/langflow/base/langchain_utilities/spider_constants.py
@@ -0,0 +1 @@
+MODES = ["scrape", "crawl"]
diff --git a/src/backend/base/langflow/components/embeddings/AstraVectorize.py b/src/backend/base/langflow/components/embeddings/AstraVectorize.py
index d90bc051c8c3..4de49eb758c9 100644
--- a/src/backend/base/langflow/components/embeddings/AstraVectorize.py
+++ b/src/backend/base/langflow/components/embeddings/AstraVectorize.py
@@ -1,6 +1,7 @@
 from typing import Any
+
 from langflow.custom import Component
-from langflow.inputs.inputs import DictInput, SecretStrInput, MessageTextInput, DropdownInput
+from langflow.inputs.inputs import DictInput, DropdownInput, MessageTextInput, SecretStrInput
 from langflow.template.field.base import Output
 
 
@@ -60,13 +61,19 @@ class AstraVectorizeComponent(Component):
             name="model_name",
             display_name="Model Name",
             info=f"The embedding model to use for the selected provider. Each provider has a different set of models "
-            f"available (https://docs.datastax.com/en/astra-db-serverless/databases/embedding-generation.html):\n\n{VECTORIZE_MODELS_STR}",
+            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="Provider API Key Name",
-            info="The name of the embeddings provider API key stored on Astra.",
+            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 parameters",
+            is_list=True,
+            advanced=True,
         ),
         SecretStrInput(
             name="provider_api_key",
diff --git a/src/backend/base/langflow/components/langchain_utilities/SpiderTool.py b/src/backend/base/langflow/components/langchain_utilities/SpiderTool.py
new file mode 100644
index 000000000000..ee4b732735c5
--- /dev/null
+++ b/src/backend/base/langflow/components/langchain_utilities/SpiderTool.py
@@ -0,0 +1,121 @@
+from spider.spider import Spider  # type: ignore
+
+from langflow.base.langchain_utilities.spider_constants import MODES
+from langflow.custom import Component
+from langflow.io import BoolInput, DictInput, DropdownInput, IntInput, Output, SecretStrInput, StrInput
+from langflow.schema import Data
+
+
+class SpiderTool(Component):
+    display_name: str = "Spider Web Crawler & Scraper"
+    description: str = "Spider API for web crawling and scraping."
+    output_types: list[str] = ["Document"]
+    documentation: str = "https://spider.cloud/docs/api"
+
+    inputs = [
+        SecretStrInput(
+            name="spider_api_key",
+            display_name="Spider API Key",
+            required=True,
+            password=True,
+            info="The Spider API Key, get it from https://spider.cloud",
+        ),
+        StrInput(
+            name="url",
+            display_name="URL",
+            required=True,
+            info="The URL to scrape or crawl",
+        ),
+        DropdownInput(
+            name="mode",
+            display_name="Mode",
+            required=True,
+            options=MODES,
+            value=MODES[0],
+            info="The mode of operation: scrape or crawl",
+        ),
+        IntInput(
+            name="limit",
+            display_name="Limit",
+            info="The maximum amount of pages allowed to crawl per website. Set to 0 to crawl all pages.",
+            advanced=True,
+        ),
+        IntInput(
+            name="depth",
+            display_name="Depth",
+            info="The crawl limit for maximum depth. If 0, no limit will be applied.",
+            advanced=True,
+        ),
+        StrInput(
+            name="blacklist",
+            display_name="Blacklist",
+            info="Blacklist paths that you do not want to crawl. Use Regex patterns.",
+            advanced=True,
+        ),
+        StrInput(
+            name="whitelist",
+            display_name="Whitelist",
+            info="Whitelist paths that you want to crawl, ignoring all other routes. Use Regex patterns.",
+            advanced=True,
+        ),
+        BoolInput(
+            name="use_readability",
+            display_name="Use Readability",
+            info="Use readability to pre-process the content for reading.",
+            advanced=True,
+        ),
+        IntInput(
+            name="request_timeout",
+            display_name="Request Timeout",
+            info="Timeout for the request in seconds.",
+            advanced=True,
+        ),
+        BoolInput(
+            name="metadata",
+            display_name="Metadata",
+            info="Include metadata in the response.",
+            advanced=True,
+        ),
+        DictInput(
+            name="params",
+            display_name="Additional Parameters",
+            info="Additional parameters to pass to the API. If provided, other inputs will be ignored.",
+        ),
+    ]
+
+    outputs = [
+        Output(display_name="Markdown", name="content", method="crawl"),
+    ]
+
+    def crawl(self) -> list[Data]:
+        if self.params:
+            parameters = self.params.data
+        else:
+            parameters = {
+                "limit": self.limit,
+                "depth": self.depth,
+                "blacklist": self.blacklist,
+                "whitelist": self.whitelist,
+                "use_readability": self.use_readability,
+                "request_timeout": self.request_timeout,
+                "metadata": self.metadata,
+                "return_format": "markdown",
+            }
+
+        app = Spider(api_key=self.spider_api_key)
+        try:
+            if self.mode == "scrape":
+                parameters["limit"] = 1
+                result = app.scrape_url(self.url, parameters)
+            elif self.mode == "crawl":
+                result = app.crawl_url(self.url, parameters)
+            else:
+                raise ValueError(f"Invalid mode: {self.mode}. Must be 'scrape' or 'crawl'.")
+        except Exception as e:
+            raise Exception(f"Error: {str(e)}")
+
+        records = []
+
+        for record in result:
+            records.append(Data(data={"content": record["content"], "url": record["url"]}))
+        return records
diff --git a/src/backend/base/langflow/main.py b/src/backend/base/langflow/main.py
index ca723ea299da..e4a2611f8eec 100644
--- a/src/backend/base/langflow/main.py
+++ b/src/backend/base/langflow/main.py
@@ -157,7 +157,7 @@ async def flatten_query_string_lists(request: Request, call_next):
             raise ValueError(f"Invalid port number {prome_port_str}")
 
     if settings.prometheus_enabled:
-        from prometheus_client import start_http_server
+        from prometheus_client import start_http_server  # type: ignore
 
         start_http_server(settings.prometheus_port)
 
diff --git a/src/backend/base/poetry.lock b/src/backend/base/poetry.lock
index 0ac1f4607ff3..e52b0c5b7754 100644
--- a/src/backend/base/poetry.lock
+++ b/src/backend/base/poetry.lock
@@ -185,6 +185,17 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (>=0.23)"]
 
+[[package]]
+name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = "*"
+files = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
+
 [[package]]
 name = "appnope"
 version = "0.1.4"
@@ -275,6 +286,17 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
+[[package]]
+name = "backoff"
+version = "2.2.1"
+description = "Function decoration for backoff and retry"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
+    {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
+    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
+]
+
 [[package]]
 name = "bcrypt"
 version = "4.0.1"
@@ -309,6 +331,27 @@ files = [
 tests = ["pytest (>=3.2.1,!=3.3.0)"]
 typecheck = ["mypy"]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.3"
+description = "Screen-scraping library"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
+]
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
 [[package]]
 name = "blinker"
 version = "1.8.2"
@@ -320,6 +363,44 @@ files = [
     {file = "blinker-1.8.2.tar.gz", hash = "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"},
 ]
 
+[[package]]
+name = "boto3"
+version = "1.34.145"
+description = "The AWS SDK for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "boto3-1.34.145-py3-none-any.whl", hash = "sha256:69d5afb7a017d07dd6bdfb680d2912d5d369b3fafa0a45161207d9f393b14d7e"},
+    {file = "boto3-1.34.145.tar.gz", hash = "sha256:ac770fb53dde1743aec56bd8e56b7ee2e2f5ad42a37825968ec4ff8428822640"},
+]
+
+[package.dependencies]
+botocore = ">=1.34.145,<1.35.0"
+jmespath = ">=0.7.1,<2.0.0"
+s3transfer = ">=0.10.0,<0.11.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
+[[package]]
+name = "botocore"
+version = "1.34.145"
+description = "Low-level, data-driven core of boto 3."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "botocore-1.34.145-py3-none-any.whl", hash = "sha256:2e72e262de02adcb0264ac2bac159a28f55dbba8d9e52aa0308773a42950dff5"},
+    {file = "botocore-1.34.145.tar.gz", hash = "sha256:edf0fb4c02186ae29b76263ac5fda18b0a085d334a310551c9984407cf1079e6"},
+]
+
+[package.dependencies]
+jmespath = ">=0.7.1,<2.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
+
+[package.extras]
+crt = ["awscrt (==0.20.11)"]
+
 [[package]]
 name = "brotli"
 version = "1.1.0"
@@ -412,6 +493,31 @@ files = [
     {file = "Brotli-1.1.0.tar.gz", hash = "sha256:81de08ac11bcb85841e440c13611c00b67d3bf82698314928d0b676362546724"},
 ]
 
+[[package]]
+name = "build"
+version = "1.2.1"
+description = "A simple, correct Python build frontend"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "build-1.2.1-py3-none-any.whl", hash = "sha256:75e10f767a433d9a86e50d83f418e83efc18ede923ee5ff7df93b6cb0306c5d4"},
+    {file = "build-1.2.1.tar.gz", hash = "sha256:526263f4870c26f26c433545579475377b2b7588b6f1eac76a001e873ae3e19d"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "os_name == \"nt\""}
+importlib-metadata = {version = ">=4.6", markers = "python_full_version < \"3.10.2\""}
+packaging = ">=19.1"
+pyproject_hooks = "*"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
+test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
+typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
+uv = ["uv (>=0.1.18)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
 [[package]]
 name = "cachetools"
 version = "5.4.0"
@@ -634,6 +740,84 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
+[[package]]
+name = "chroma-hnswlib"
+version = "0.7.3"
+description = "Chromas fork of hnswlib"
+optional = false
+python-versions = "*"
+files = [
+    {file = "chroma-hnswlib-0.7.3.tar.gz", hash = "sha256:b6137bedde49fffda6af93b0297fe00429fc61e5a072b1ed9377f909ed95a932"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59d6a7c6f863c67aeb23e79a64001d537060b6995c3eca9a06e349ff7b0998ca"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d71a3f4f232f537b6152947006bd32bc1629a8686df22fd97777b70f416c127a"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c92dc1ebe062188e53970ba13f6b07e0ae32e64c9770eb7f7ffa83f149d4210"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49da700a6656fed8753f68d44b8cc8ae46efc99fc8a22a6d970dc1697f49b403"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-win_amd64.whl", hash = "sha256:108bc4c293d819b56476d8f7865803cb03afd6ca128a2a04d678fffc139af029"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:11e7ca93fb8192214ac2b9c0943641ac0daf8f9d4591bb7b73be808a83835667"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6f552e4d23edc06cdeb553cdc757d2fe190cdeb10d43093d6a3319f8d4bf1c6b"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f96f4d5699e486eb1fb95849fe35ab79ab0901265805be7e60f4eaa83ce263ec"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:368e57fe9ebae05ee5844840fa588028a023d1182b0cfdb1d13f607c9ea05756"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-win_amd64.whl", hash = "sha256:b7dca27b8896b494456db0fd705b689ac6b73af78e186eb6a42fea2de4f71c6f"},
+    {file = "chroma_hnswlib-0.7.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:70f897dc6218afa1d99f43a9ad5eb82f392df31f57ff514ccf4eeadecd62f544"},
+    {file = "chroma_hnswlib-0.7.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5aef10b4952708f5a1381c124a29aead0c356f8d7d6e0b520b778aaa62a356f4"},
+    {file = "chroma_hnswlib-0.7.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ee2d8d1529fca3898d512079144ec3e28a81d9c17e15e0ea4665697a7923253"},
+    {file = "chroma_hnswlib-0.7.3-cp37-cp37m-win_amd64.whl", hash = "sha256:a4021a70e898783cd6f26e00008b494c6249a7babe8774e90ce4766dd288c8ba"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a8f61fa1d417fda848e3ba06c07671f14806a2585272b175ba47501b066fe6b1"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:d7563be58bc98e8f0866907368e22ae218d6060601b79c42f59af4eccbbd2e0a"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:51b8d411486ee70d7b66ec08cc8b9b6620116b650df9c19076d2d8b6ce2ae914"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d706782b628e4f43f1b8a81e9120ac486837fbd9bcb8ced70fe0d9b95c72d77"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-win_amd64.whl", hash = "sha256:54f053dedc0e3ba657f05fec6e73dd541bc5db5b09aa8bc146466ffb734bdc86"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e607c5a71c610a73167a517062d302c0827ccdd6e259af6e4869a5c1306ffb5d"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c2358a795870156af6761890f9eb5ca8cade57eb10c5f046fe94dae1faa04b9e"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7cea425df2e6b8a5e201fff0d922a1cc1d165b3cfe762b1408075723c8892218"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:454df3dd3e97aa784fba7cf888ad191e0087eef0fd8c70daf28b753b3b591170"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-win_amd64.whl", hash = "sha256:df587d15007ca701c6de0ee7d5585dd5e976b7edd2b30ac72bc376b3c3f85882"},
+]
+
+[package.dependencies]
+numpy = "*"
+
+[[package]]
+name = "chromadb"
+version = "0.4.24"
+description = "Chroma."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "chromadb-0.4.24-py3-none-any.whl", hash = "sha256:3a08e237a4ad28b5d176685bd22429a03717fe09d35022fb230d516108da01da"},
+    {file = "chromadb-0.4.24.tar.gz", hash = "sha256:a5c80b4e4ad9b236ed2d4899a5b9e8002b489293f2881cb2cadab5b199ee1c72"},
+]
+
+[package.dependencies]
+bcrypt = ">=4.0.1"
+build = ">=1.0.3"
+chroma-hnswlib = "0.7.3"
+fastapi = ">=0.95.2"
+grpcio = ">=1.58.0"
+importlib-resources = "*"
+kubernetes = ">=28.1.0"
+mmh3 = ">=4.0.1"
+numpy = ">=1.22.5"
+onnxruntime = ">=1.14.1"
+opentelemetry-api = ">=1.2.0"
+opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
+opentelemetry-instrumentation-fastapi = ">=0.41b0"
+opentelemetry-sdk = ">=1.2.0"
+orjson = ">=3.9.12"
+overrides = ">=7.3.1"
+posthog = ">=2.4.0"
+pulsar-client = ">=3.1.0"
+pydantic = ">=1.9"
+pypika = ">=0.48.9"
+PyYAML = ">=6.0.0"
+requests = ">=2.28"
+tenacity = ">=8.2.3"
+tokenizers = ">=0.13.2"
+tqdm = ">=4.65.0"
+typer = ">=0.9.0"
+typing-extensions = ">=4.5.0"
+uvicorn = {version = ">=0.18.3", extras = ["standard"]}
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -648,6 +832,29 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cohere"
+version = "5.6.2"
+description = ""
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "cohere-5.6.2-py3-none-any.whl", hash = "sha256:cfecf1343bcaa4091266c5a231fbcb3ccbd80cad05ea093ef80024a117aa3a2f"},
+    {file = "cohere-5.6.2.tar.gz", hash = "sha256:6bb901afdfb02f62ad8ed2d82f12d8ea87a6869710f5f880cb89190c4e994805"},
+]
+
+[package.dependencies]
+boto3 = ">=1.34.0,<2.0.0"
+fastavro = ">=1.9.4,<2.0.0"
+httpx = ">=0.21.2"
+httpx-sse = ">=0.4.0,<0.5.0"
+parameterized = ">=0.9.0,<0.10.0"
+pydantic = ">=1.9.2"
+requests = ">=2.0.0,<3.0.0"
+tokenizers = ">=0.15,<1"
+types-requests = ">=2.0.0,<3.0.0"
+typing_extensions = ">=4.0.0"
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -659,6 +866,23 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
+[[package]]
+name = "coloredlogs"
+version = "15.0.1"
+description = "Colored terminal output for Python's logging module"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
+    {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
+]
+
+[package.dependencies]
+humanfriendly = ">=9.1"
+
+[package.extras]
+cron = ["capturer (>=2.4)"]
+
 [[package]]
 name = "comm"
 version = "0.2.2"
@@ -778,6 +1002,36 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1
 [package.extras]
 toml = ["tomli"]
 
+[[package]]
+name = "crewai"
+version = "0.36.1"
+description = "Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks."
+optional = false
+python-versions = "<=3.13,>=3.10"
+files = [
+    {file = "crewai-0.36.1-py3-none-any.whl", hash = "sha256:dbaa50d102542ea0c790bd62511b35234b2f5fa8d2333a6598beb84f407f0e00"},
+    {file = "crewai-0.36.1.tar.gz", hash = "sha256:ea50ec5d3ef2df85e1b520efd9331bebb49ed7143e6cd1feec645da49217d2b0"},
+]
+
+[package.dependencies]
+appdirs = ">=1.4.4,<2.0.0"
+click = ">=8.1.7,<9.0.0"
+embedchain = ">=0.1.114,<0.2.0"
+instructor = "1.3.3"
+jsonref = ">=1.1.0,<2.0.0"
+langchain = ">0.2,<=0.3"
+openai = ">=1.13.3,<2.0.0"
+opentelemetry-api = ">=1.22.0,<2.0.0"
+opentelemetry-exporter-otlp-proto-http = ">=1.22.0,<2.0.0"
+opentelemetry-sdk = ">=1.22.0,<2.0.0"
+pydantic = ">=2.4.2,<3.0.0"
+python-dotenv = ">=1.0.0,<2.0.0"
+regex = ">=2023.12.25,<2024.0.0"
+
+[package.extras]
+agentops = ["agentops (>=0.1.9,<0.2.0)"]
+tools = ["crewai-tools (>=0.4.7,<0.5.0)"]
+
 [[package]]
 name = "cryptography"
 version = "42.0.8"
@@ -965,6 +1219,17 @@ files = [
     {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
 ]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+description = "Distro - an OS platform information API"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
+    {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
+]
+
 [[package]]
 name = "dnspython"
 version = "2.6.1"
@@ -1084,6 +1349,57 @@ files = [
 dnspython = ">=2.0.0"
 idna = ">=2.0.0"
 
+[[package]]
+name = "embedchain"
+version = "0.1.118"
+description = "Simplest open source retrieval (RAG) framework"
+optional = false
+python-versions = "<=3.13,>=3.9"
+files = [
+    {file = "embedchain-0.1.118-py3-none-any.whl", hash = "sha256:38ead471df9d9234bf42e6f7a32cab26431d50d6f2f894f18a6cabc0b02bf31a"},
+    {file = "embedchain-0.1.118.tar.gz", hash = "sha256:1fa1e799882a1dc4e63af344595b043f1c1f30fbd59461b6660b1934b85a1e4b"},
+]
+
+[package.dependencies]
+alembic = ">=1.13.1,<2.0.0"
+beautifulsoup4 = ">=4.12.2,<5.0.0"
+chromadb = ">=0.4.24,<0.5.0"
+cohere = ">=5.3,<6.0"
+google-cloud-aiplatform = ">=1.26.1,<2.0.0"
+gptcache = ">=0.1.43,<0.2.0"
+langchain = ">0.2,<=0.3"
+langchain-cohere = ">=0.1.4,<0.2.0"
+langchain-community = ">=0.2.6,<0.3.0"
+langchain-openai = ">=0.1.7,<0.2.0"
+mem0ai = ">=0.0.5,<0.0.6"
+openai = ">=1.1.1"
+posthog = ">=3.0.2,<4.0.0"
+pypdf = ">=4.0.1,<5.0.0"
+pysbd = ">=0.3.4,<0.4.0"
+python-dotenv = ">=1.0.0,<2.0.0"
+rich = ">=13.7.0,<14.0.0"
+schema = ">=0.7.5,<0.8.0"
+sqlalchemy = ">=2.0.27,<3.0.0"
+tiktoken = ">=0.7.0,<0.8.0"
+
+[package.extras]
+elasticsearch = ["elasticsearch (>=8.9.0,<9.0.0)"]
+gmail = ["google-api-core (>=2.15.0,<3.0.0)", "google-api-python-client (>=2.111.0,<3.0.0)", "google-auth (>=2.25.2,<3.0.0)", "google-auth-httplib2 (>=0.2.0,<0.3.0)", "google-auth-oauthlib (>=1.2.0,<2.0.0)", "requests (>=2.31.0,<3.0.0)"]
+google = ["google-generativeai (>=0.3.0,<0.4.0)"]
+googledrive = ["google-api-python-client (>=2.111.0,<3.0.0)", "google-auth-httplib2 (>=0.2.0,<0.3.0)", "google-auth-oauthlib (>=1.2.0,<2.0.0)"]
+lancedb = ["lancedb (>=0.6.2,<0.7.0)"]
+llama2 = ["replicate (>=0.15.4,<0.16.0)"]
+milvus = ["pymilvus (==2.4.3)"]
+mistralai = ["langchain-mistralai (>=0.1.9,<0.2.0)"]
+mysql = ["mysql-connector-python (>=8.1.0,<9.0.0)"]
+opensearch = ["opensearch-py (==2.3.1)"]
+opensource = ["gpt4all (==2.0.2)", "sentence-transformers (>=2.2.2,<3.0.0)", "torch (==2.3.0)"]
+postgres = ["psycopg (>=3.1.12,<4.0.0)", "psycopg-binary (>=3.1.12,<4.0.0)", "psycopg-pool (>=3.1.8,<4.0.0)"]
+qdrant = ["qdrant-client (>=1.6.3,<2.0.0)"]
+together = ["together (>=1.2.1,<2.0.0)"]
+vertexai = ["langchain-google-vertexai (>=1.0.6,<2.0.0)"]
+weaviate = ["weaviate-client (>=3.24.1,<4.0.0)"]
+
 [[package]]
 name = "emoji"
 version = "2.12.1"
@@ -1101,6 +1417,20 @@ typing-extensions = ">=4.7.0"
 [package.extras]
 dev = ["coverage", "pytest (>=7.4.4)"]
 
+[[package]]
+name = "eval-type-backport"
+version = "0.2.0"
+description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "eval_type_backport-0.2.0-py3-none-any.whl", hash = "sha256:ac2f73d30d40c5a30a80b8739a789d6bb5e49fdffa66d7912667e2015d9c9933"},
+    {file = "eval_type_backport-0.2.0.tar.gz", hash = "sha256:68796cfbc7371ebf923f03bdf7bef415f3ec098aeced24e054b253a0e78f7b37"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -1186,6 +1516,52 @@ uvicorn = {version = ">=0.15.0", extras = ["standard"]}
 [package.extras]
 standard = ["uvicorn[standard] (>=0.15.0)"]
 
+[[package]]
+name = "fastavro"
+version = "1.9.5"
+description = "Fast read/write of AVRO files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fastavro-1.9.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:61253148e95dd2b6457247b441b7555074a55de17aef85f5165bfd5facf600fc"},
+    {file = "fastavro-1.9.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b604935d671ad47d888efc92a106f98e9440874108b444ac10e28d643109c937"},
+    {file = "fastavro-1.9.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0adbf4956fd53bd74c41e7855bb45ccce953e0eb0e44f5836d8d54ad843f9944"},
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+    {file = "fastavro-1.9.5-cp310-cp310-win_amd64.whl", hash = "sha256:ef08cf247fdfd61286ac0c41854f7194f2ad05088066a756423d7299b688d975"},
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+    {file = "fastavro-1.9.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:44cb154f863ad80e41aea72a709b12e1533b8728c89b9b1348af91a6154ab2f5"},
+    {file = "fastavro-1.9.5-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:b5f7f2b1fe21231fd01f1a2a90e714ae267fe633cd7ce930c0aea33d1c9f4901"},
+    {file = "fastavro-1.9.5-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:88fbbe16c61d90a89d78baeb5a34dc1c63a27b115adccdbd6b1fb6f787deacf2"},
+    {file = "fastavro-1.9.5-cp39-cp39-win_amd64.whl", hash = "sha256:753f5eedeb5ca86004e23a9ce9b41c5f25eb64a876f95edcc33558090a7f3e4b"},
+    {file = "fastavro-1.9.5.tar.gz", hash = "sha256:6419ebf45f88132a9945c51fe555d4f10bb97c236288ed01894f957c6f914553"},
+]
+
+[package.extras]
+codecs = ["cramjam", "lz4", "zstandard"]
+lz4 = ["lz4"]
+snappy = ["cramjam"]
+zstandard = ["zstandard"]
+
 [[package]]
 name = "filelock"
 version = "3.15.4"
@@ -1267,6 +1643,17 @@ files = [
 Flask = ">=1.0.4"
 Werkzeug = ">=1.0.1"
 
+[[package]]
+name = "flatbuffers"
+version = "24.3.25"
+description = "The FlatBuffers serialization format for Python"
+optional = false
+python-versions = "*"
+files = [
+    {file = "flatbuffers-24.3.25-py2.py3-none-any.whl", hash = "sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812"},
+    {file = "flatbuffers-24.3.25.tar.gz", hash = "sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4"},
+]
+
 [[package]]
 name = "frozenlist"
 version = "1.4.1"
@@ -1353,6 +1740,45 @@ files = [
     {file = "frozenlist-1.4.1.tar.gz", hash = "sha256:c037a86e8513059a2613aaba4d817bb90b9d9b6b69aace3ce9c877e8c8ed402b"},
 ]
 
+[[package]]
+name = "fsspec"
+version = "2024.6.1"
+description = "File-system specification"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e"},
+    {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+tqdm = ["tqdm"]
+
 [[package]]
 name = "gevent"
 version = "24.2.1"
@@ -1502,6 +1928,313 @@ benchmarks = ["httplib2", "httpx", "requests", "urllib3"]
 dev = ["dpkt", "pytest", "requests"]
 examples = ["oauth2"]
 
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 test = ["objgraph", "psutil"]
 
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 [[package]]
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 version = "22.0.0"
@@ -1633,6 +2559,32 @@ files = [
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
 ]
 
+[[package]]
+name = "h2"
+version = "4.1.0"
+description = "HTTP/2 State-Machine based protocol implementation"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "h2-4.1.0-py3-none-any.whl", hash = "sha256:03a46bcf682256c95b5fd9e9a99c1323584c3eec6440d379b9903d709476bc6d"},
+    {file = "h2-4.1.0.tar.gz", hash = "sha256:a83aca08fbe7aacb79fec788c9c0bac936343560ed9ec18b82a13a12c28d2abb"},
+]
+
+[package.dependencies]
+hpack = ">=4.0,<5"
+hyperframe = ">=6.0,<7"
+
+[[package]]
+name = "hpack"
+version = "4.0.0"
+description = "Pure-Python HPACK header compression"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"},
+    {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
+]
+
 [[package]]
 name = "httpcore"
 version = "1.0.5"
@@ -1716,6 +2668,7 @@ files = [
 [package.dependencies]
 anyio = "*"
 certifi = "*"
+h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
 httpcore = "==1.*"
 idna = "*"
 sniffio = "*"
@@ -1726,6 +2679,76 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "httpx-sse"
+version = "0.4.0"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"},
+    {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"},
+]
+
+[[package]]
+name = "huggingface-hub"
+version = "0.24.0"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "huggingface_hub-0.24.0-py3-none-any.whl", hash = "sha256:7ad92edefb93d8145c061f6df8d99df2ff85f8379ba5fac8a95aca0642afa5d7"},
+    {file = "huggingface_hub-0.24.0.tar.gz", hash = "sha256:6c7092736b577d89d57b3cdfea026f1b0dc2234ae783fa0d59caf1bf7d52dfa7"},
+]
+
+[package.dependencies]
+filelock = "*"
+fsspec = ">=2023.5.0"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = ">=4.42.1"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+cli = ["InquirerPy (==0.3.4)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+hf-transfer = ["hf-transfer (>=0.1.4)"]
+inference = ["aiohttp", "minijinja (>=1.0)"]
+quality = ["mypy (==1.5.1)", "ruff (>=0.5.0)"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+torch = ["safetensors[torch]", "torch"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
+
+[[package]]
+name = "humanfriendly"
+version = "10.0"
+description = "Human friendly output for text interfaces using Python"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
+    {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
+]
+
+[package.dependencies]
+pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
+
+[[package]]
+name = "hyperframe"
+version = "6.0.1"
+description = "HTTP/2 framing layer for Python"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
+    {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
+]
+
 [[package]]
 name = "identify"
 version = "2.6.0"
@@ -1770,6 +2793,21 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.link
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
+[[package]]
+name = "importlib-resources"
+version = "6.4.0"
+description = "Read resources from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_resources-6.4.0-py3-none-any.whl", hash = "sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c"},
+    {file = "importlib_resources-6.4.0.tar.gz", hash = "sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -1781,6 +2819,38 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "instructor"
+version = "1.3.3"
+description = "structured outputs for llm"
+optional = false
+python-versions = "<4.0,>=3.9"
+files = [
+    {file = "instructor-1.3.3-py3-none-any.whl", hash = "sha256:94b114b39a1181fa348d162e6e4ff5c4d985324736020c0233fed5d4db444dbd"},
+    {file = "instructor-1.3.3.tar.gz", hash = "sha256:e27bf3c1187b0b2130ea38ecde7c2b4f571d6a5ce1397fb15c27490988b45441"},
+]
+
+[package.dependencies]
+aiohttp = ">=3.9.1,<4.0.0"
+docstring-parser = ">=0.16,<0.17"
+jiter = ">=0.4.1,<0.5.0"
+openai = ">=1.1.0,<2.0.0"
+pydantic = ">=2.7.0,<3.0.0"
+pydantic-core = ">=2.18.0,<3.0.0"
+rich = ">=13.7.0,<14.0.0"
+tenacity = ">=8.2.3,<9.0.0"
+typer = ">=0.9.0,<1.0.0"
+
+[package.extras]
+anthropic = ["anthropic (>=0.27.0,<0.28.0)", "xmltodict (>=0.13.0,<0.14.0)"]
+cohere = ["cohere (>=5.1.8,<6.0.0)"]
+google-generativeai = ["google-generativeai (>=0.5.4,<0.6.0)"]
+groq = ["groq (>=0.4.2,<0.5.0)"]
+litellm = ["litellm (>=1.35.31,<2.0.0)"]
+mistralai = ["mistralai (>=0.1.8,<0.2.0)"]
+test-docs = ["anthropic (>=0.27.0,<0.28.0)", "cohere (>=5.1.8,<6.0.0)", "diskcache (>=5.6.3,<6.0.0)", "fastapi (>=0.109.2,<0.110.0)", "groq (>=0.4.2,<0.5.0)", "litellm (>=1.35.31,<2.0.0)", "mistralai (>=0.1.8,<0.2.0)", "pandas (>=2.2.0,<3.0.0)", "pydantic_extra_types (>=2.6.0,<3.0.0)", "redis (>=5.0.1,<6.0.0)", "tabulate (>=0.9.0,<0.10.0)"]
+vertexai = ["google-cloud-aiplatform (>=1.52.0,<2.0.0)", "jsonref (>=1.1.0,<2.0.0)"]
+
 [[package]]
 name = "ipykernel"
 version = "6.29.5"
@@ -1899,6 +2969,87 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
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+version = "0.4.2"
+description = "Fast iterable JSON parser."
+optional = false
+python-versions = ">=3.8"
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+
+[[package]]
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+version = "1.0.1"
+description = "JSON Matching Expressions"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
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 name = "jq"
 version = "1.7.0"
@@ -2006,6 +3157,17 @@ files = [
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
 
+[[package]]
+name = "jsonref"
+version = "1.1.0"
+description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python."
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
 [[package]]
 name = "jupyter-client"
 version = "8.6.2"
@@ -2048,21 +3210,47 @@ traitlets = ">=5.3"
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "kubernetes"
+version = "30.1.0"
+description = "Kubernetes python client"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
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+[package.dependencies]
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+google-auth = ">=1.0.1"
+oauthlib = ">=3.2.2"
+python-dateutil = ">=2.5.3"
+pyyaml = ">=5.4.1"
+requests = "*"
+requests-oauthlib = "*"
+six = ">=1.9.0"
+urllib3 = ">=1.24.2"
+websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
+
+[package.extras]
+adal = ["adal (>=1.0.2)"]
+
 [[package]]
 name = "langchain"
-version = "0.2.12"
+version = "0.2.10"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langchain-0.2.10-py3-none-any.whl", hash = "sha256:b4fb58c7faf4f4999cfe3325474979a7121a1737dd101655a723a1d957ef0617"},
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 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.27,<0.3.0"
+langchain-core = ">=0.2.22,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -2075,22 +3263,43 @@ requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
+[[package]]
+name = "langchain-cohere"
+version = "0.1.9"
+description = "An integration package connecting Cohere and LangChain"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+]
+
+[package.dependencies]
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+langchain-core = ">=0.2.2,<0.3"
+langchain-experimental = ">=0.0.6"
+pandas = ">=1.4.3"
+tabulate = ">=0.9.0,<0.10.0"
+
+[package.extras]
+langchain-community = ["langchain-community (>=0.2.4)"]
+
 [[package]]
 name = "langchain-community"
-version = "0.2.11"
+version = "0.2.9"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langchain_community-0.2.9-py3-none-any.whl", hash = "sha256:b51d3adf9346a1161c1098917585b9e303cf24e2f5c71f5d232a0504edada5f2"},
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-langchain = ">=0.2.12,<0.3.0"
-langchain-core = ">=0.2.27,<0.3.0"
+langchain = ">=0.2.9,<0.3.0"
+langchain-core = ">=0.2.22,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -2139,6 +3348,22 @@ files = [
 langchain-community = ">=0.2.5,<0.3.0"
 langchain-core = ">=0.2.7,<0.3.0"
 
+[[package]]
+name = "langchain-openai"
+version = "0.1.17"
+description = "An integration package connecting OpenAI and LangChain"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+]
+
+[package.dependencies]
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+openai = ">=1.32.0,<2.0.0"
+tiktoken = ">=0.7,<1"
+
 [[package]]
 name = "langchain-text-splitters"
 version = "0.2.2"
@@ -2171,13 +3396,13 @@ types-requests = ">=2.31.0.2,<3.0.0.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.98"
+version = "0.1.93"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -2550,6 +3775,146 @@ files = [
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
 
+[[package]]
+name = "mem0ai"
+version = "0.0.5"
+description = "Long-term memory for AI Agents"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
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+qdrant-client = ">=1.9.1,<2.0.0"
+together = ">=1.2.1,<2.0.0"
+
+[[package]]
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+version = "4.1.0"
+description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
+optional = false
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+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+tqdm = ">4"
+typing-extensions = ">=4.7,<5"
+
+[package.extras]
+datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
+
 [[package]]
 name = "opentelemetry-api"
 version = "1.25.0"
@@ -2887,7 +4333,61 @@ files = [
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-importlib-metadata = ">=6.0,<=7.1"
+importlib-metadata = ">=6.0,<=7.1"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.25.0"
+description = "OpenTelemetry Protobuf encoding"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_common-1.25.0-py3-none-any.whl", hash = "sha256:15637b7d580c2675f70246563363775b4e6de947871e01d0f4e3881d1848d693"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.25.0.tar.gz", hash = "sha256:c93f4e30da4eee02bacd1e004eb82ce4da143a2f8e15b987a9f603e0a85407d3"},
+]
+
+[package.dependencies]
+opentelemetry-proto = "1.25.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.25.0"
+description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0-py3-none-any.whl", hash = "sha256:3131028f0c0a155a64c430ca600fd658e8e37043cb13209f0109db5c1a3e4eb4"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0.tar.gz", hash = "sha256:c0b1661415acec5af87625587efa1ccab68b873745ca0ee96b69bb1042087eac"},
+]
+
+[package.dependencies]
+deprecated = ">=1.2.6"
+googleapis-common-protos = ">=1.52,<2.0"
+grpcio = ">=1.0.0,<2.0.0"
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.25.0"
+opentelemetry-proto = "1.25.0"
+opentelemetry-sdk = ">=1.25.0,<1.26.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-http"
+version = "1.25.0"
+description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_http-1.25.0-py3-none-any.whl", hash = "sha256:2eca686ee11b27acd28198b3ea5e5863a53d1266b91cda47c839d95d5e0541a6"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.25.0.tar.gz", hash = "sha256:9f8723859e37c75183ea7afa73a3542f01d0fd274a5b97487ea24cb683d7d684"},
+]
+
+[package.dependencies]
+deprecated = ">=1.2.6"
+googleapis-common-protos = ">=1.52,<2.0"
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.25.0"
+opentelemetry-proto = "1.25.0"
+opentelemetry-sdk = ">=1.25.0,<1.26.0"
+requests = ">=2.7,<3.0"
 
 [[package]]
 name = "opentelemetry-exporter-prometheus"
@@ -2963,6 +4463,20 @@ opentelemetry-util-http = "0.46b0"
 [package.extras]
 instruments = ["fastapi (>=0.58,<1.0)"]
 
+[[package]]
+name = "opentelemetry-proto"
+version = "1.25.0"
+description = "OpenTelemetry Python Proto"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_proto-1.25.0-py3-none-any.whl", hash = "sha256:f07e3341c78d835d9b86665903b199893befa5e98866f63d22b00d0b7ca4972f"},
+    {file = "opentelemetry_proto-1.25.0.tar.gz", hash = "sha256:35b6ef9dc4a9f7853ecc5006738ad40443701e52c26099e197895cbda8b815a3"},
+]
+
+[package.dependencies]
+protobuf = ">=3.19,<5.0"
+
 [[package]]
 name = "opentelemetry-sdk"
 version = "1.25.0"
@@ -3064,6 +4578,17 @@ files = [
     {file = "orjson-3.10.0.tar.gz", hash = "sha256:ba4d8cac5f2e2cff36bea6b6481cdb92b38c202bcec603d6f5ff91960595a1ed"},
 ]
 
+[[package]]
+name = "overrides"
+version = "7.7.0"
+description = "A decorator to automatically detect mismatch when overriding a method."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "overrides-7.7.0-py3-none-any.whl", hash = "sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49"},
+    {file = "overrides-7.7.0.tar.gz", hash = "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a"},
+]
+
 [[package]]
 name = "packaging"
 version = "24.1"
@@ -3163,6 +4688,20 @@ files = [
 numpy = ">=1.23.5"
 types-pytz = ">=2022.1.1"
 
+[[package]]
+name = "parameterized"
+version = "0.9.0"
+description = "Parameterized testing with any Python test framework"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "parameterized-0.9.0-py2.py3-none-any.whl", hash = "sha256:4e0758e3d41bea3bbd05ec14fc2c24736723f243b28d702081aef438c9372b1b"},
+    {file = "parameterized-0.9.0.tar.gz", hash = "sha256:7fc905272cefa4f364c1a3429cbbe9c0f98b793988efb5bf90aac80f08db09b1"},
+]
+
+[package.extras]
+dev = ["jinja2"]
+
 [[package]]
 name = "parso"
 version = "0.8.4"
@@ -3337,6 +4876,48 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "portalocker"
+version = "2.10.1"
+description = "Wraps the portalocker recipe for easy usage"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "portalocker-2.10.1-py3-none-any.whl", hash = "sha256:53a5984ebc86a025552264b459b46a2086e269b21823cb572f8f28ee759e45bf"},
+    {file = "portalocker-2.10.1.tar.gz", hash = "sha256:ef1bf844e878ab08aee7e40184156e1151f228f103aa5c6bd0724cc330960f8f"},
+]
+
+[package.dependencies]
+pywin32 = {version = ">=226", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+docs = ["sphinx (>=1.7.1)"]
+redis = ["redis"]
+tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=6.0.0)", "types-redis"]
+
+[[package]]
+name = "posthog"
+version = "3.5.0"
+description = "Integrate PostHog into any python application."
+optional = false
+python-versions = "*"
+files = [
+    {file = "posthog-3.5.0-py2.py3-none-any.whl", hash = "sha256:3c672be7ba6f95d555ea207d4486c171d06657eb34b3ce25eb043bfe7b6b5b76"},
+    {file = "posthog-3.5.0.tar.gz", hash = "sha256:8f7e3b2c6e8714d0c0c542a2109b83a7549f63b7113a133ab2763a89245ef2ef"},
+]
+
+[package.dependencies]
+backoff = ">=1.10.0"
+monotonic = ">=1.5"
+python-dateutil = ">2.1"
+requests = ">=2.7,<3.0"
+six = ">=1.5"
+
+[package.extras]
+dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
+sentry = ["django", "sentry-sdk"]
+test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
+
 [[package]]
 name = "pre-commit"
 version = "3.8.0"
@@ -3383,6 +4964,43 @@ files = [
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
+name = "proto-plus"
+version = "1.24.0"
+description = "Beautiful, Pythonic protocol buffers."
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "proto_plus-1.24.0-py3-none-any.whl", hash = "sha256:402576830425e5f6ce4c2a6702400ac79897dab0b4343821aa5188b0fab81a12"},
+]
+
+[package.dependencies]
+protobuf = ">=3.19.0,<6.0.0dev"
+
+[package.extras]
+testing = ["google-api-core (>=1.31.5)"]
+
+[[package]]
+name = "protobuf"
+version = "4.25.3"
+description = ""
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "protobuf-4.25.3-cp310-abi3-win_amd64.whl", hash = "sha256:209ba4cc916bab46f64e56b85b090607a676f66b473e6b762e6f1d9d591eb2e8"},
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+    {file = "protobuf-4.25.3-cp38-cp38-win_amd64.whl", hash = "sha256:c053062984e61144385022e53678fbded7aea14ebb3e0305ae3592fb219ccfa4"},
+    {file = "protobuf-4.25.3-cp39-cp39-win32.whl", hash = "sha256:19b270aeaa0099f16d3ca02628546b8baefe2955bbe23224aaf856134eccf1e4"},
+    {file = "protobuf-4.25.3-cp39-cp39-win_amd64.whl", hash = "sha256:e3c97a1555fd6388f857770ff8b9703083de6bf1f9274a002a332d65fbb56c8c"},
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+    {file = "protobuf-4.25.3.tar.gz", hash = "sha256:25b5d0b42fd000320bd7830b349e3b696435f3b329810427a6bcce6a5492cc5c"},
+]
+
 [[package]]
 name = "psutil"
 version = "6.0.0"
@@ -3423,6 +5041,53 @@ files = [
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 ]
 
+[[package]]
+name = "pulsar-client"
+version = "3.5.0"
+description = "Apache Pulsar Python client library"
+optional = false
+python-versions = "*"
+files = [
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+
+[package.dependencies]
+certifi = "*"
+
+[package.extras]
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+avro = ["fastavro (>=1.9.2)"]
+functions = ["apache-bookkeeper-client (>=4.16.1)", "grpcio (>=1.60.0)", "prometheus-client", "protobuf (>=3.6.1,<=3.20.3)", "ratelimit"]
+
 [[package]]
 name = "pure-eval"
 version = "0.2.3"
@@ -3437,6 +5102,57 @@ files = [
 [package.extras]
 tests = ["pytest"]
 
+[[package]]
+name = "pyarrow"
+version = "17.0.0"
+description = "Python library for Apache Arrow"
+optional = false
+python-versions = ">=3.8"
+files = [
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+test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
+
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 name = "pyasn1"
 version = "0.6.0"
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+
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 name = "pycparser"
 version = "2.22"
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+python-versions = ">=3.7"
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 python-versions = ">=3.8"
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 [package.dependencies]
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 [package.dependencies]
 cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
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 name = "requests"
 version = "2.32.3"
@@ -4135,6 +6036,24 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-oauthlib"
+version = "2.0.0"
+description = "OAuthlib authentication support for Requests."
+optional = false
+python-versions = ">=3.4"
+files = [
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+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
 [[package]]
 name = "respx"
 version = "0.21.1"
@@ -4207,6 +6126,34 @@ files = [
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 ]
 
+[[package]]
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+description = "An Amazon S3 Transfer Manager"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.extras]
+crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
+
+[[package]]
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+description = "Simple data validation library"
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+python-versions = "*"
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+]
+
 [[package]]
 name = "sentry-sdk"
 version = "2.12.0"
@@ -4261,13 +6208,13 @@ tornado = ["tornado (>=6)"]
 
 [[package]]
 name = "setuptools"
-version = "72.1.0"
+version = "71.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -4275,6 +6222,58 @@ core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.te
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+[[package]]
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+version = "2.0.5"
+description = "Manipulation and analysis of geometric objects"
+optional = false
+python-versions = ">=3.7"
+files = [
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+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "traitlets"
 version = "5.14.3"
@@ -4769,13 +7040,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.30.5"
+version = "0.30.3"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.30.5-py3-none-any.whl", hash = "sha256:b2d86de274726e9878188fa07576c9ceeff90a839e2b6e25c917fe05f5a6c835"},
-    {file = "uvicorn-0.30.5.tar.gz", hash = "sha256:ac6fdbd4425c5fd17a9fe39daf4d4d075da6fdc80f653e5894cdc2fd98752bee"},
+    {file = "uvicorn-0.30.3-py3-none-any.whl", hash = "sha256:94a3608da0e530cea8f69683aa4126364ac18e3826b6630d1a65f4638aade503"},
+    {file = "uvicorn-0.30.3.tar.gz", hash = "sha256:0d114d0831ff1adbf231d358cbf42f17333413042552a624ea6a9b4c33dcfd81"},
 ]
 
 [package.dependencies]
@@ -4981,6 +7252,22 @@ files = [
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
 ]
 
+[[package]]
+name = "websocket-client"
+version = "1.8.0"
+description = "WebSocket client for Python with low level API options"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
+    {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
+optional = ["python-socks", "wsaccel"]
+test = ["websockets"]
+
 [[package]]
 name = "websockets"
 version = "12.0"
@@ -5367,4 +7654,4 @@ local = []
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "877648288f4f9d5d3304c36853d1b2c5f833d673665bf9b1c707c37bbf02e6ad"
+content-hash = "747dad35b9e5b1338a989ea6bfd4ac3465ba34f792639aeabda3c1ca9b40c689"
diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml
index 6182d84b4aae..d98c673e0767 100644
--- a/src/backend/base/pyproject.toml
+++ b/src/backend/base/pyproject.toml
@@ -77,6 +77,10 @@ setuptools = ">=70"
 nanoid = "^2.0.0"
 filelock = "^3.15.4"
 grandalf = "^0.8.0"
+crewai = "^0.36.0"
+spider-client = "^0.0.27"
+
+
 [tool.poetry.extras]
 deploy = ["celery", "redis", "flower"]
 local = ["llama-cpp-python", "sentence-transformers", "ctransformers"]
diff --git a/src/frontend/src/icons/Spider/SpiderIcon.jsx b/src/frontend/src/icons/Spider/SpiderIcon.jsx
new file mode 100644
index 000000000000..1d10d9fee820
--- /dev/null
+++ b/src/frontend/src/icons/Spider/SpiderIcon.jsx
@@ -0,0 +1,18 @@
+const SvgSpiderIcon = (props) => (
+  <svg
+    height="30"
+    width="30"
+    viewBox="0 0 36 34"
+    xmlns="http://www.w3.org/2000/svg"
+    className="fill-accent-foreground transition-all group-hover:scale-110"
+    {...props}
+  >
+    <title>Spider v0 Logo</title>
+    <path
+      fillRule="evenodd"
+      clipRule="evenodd"
+      d="M9.13883 7.06589V0.164429L13.0938 0.164429V6.175L14.5178 7.4346C15.577 6.68656 16.7337 6.27495 17.945 6.27495C19.1731 6.27495 20.3451 6.69807 21.4163 7.46593L22.8757 6.175V0.164429L26.8307 0.164429V7.06589V7.95679L26.1634 8.54706L24.0775 10.3922C24.3436 10.8108 24.5958 11.2563 24.8327 11.7262L26.0467 11.4215L28.6971 8.08749L31.793 10.5487L28.7257 14.407L28.3089 14.9313L27.6592 15.0944L26.2418 15.4502C26.3124 15.7082 26.3793 15.9701 26.4422 16.2355L28.653 16.6566L29.092 16.7402L29.4524 17.0045L35.3849 21.355L33.0461 24.5444L27.474 20.4581L27.0719 20.3816C27.1214 21.0613 27.147 21.7543 27.147 22.4577C27.147 22.5398 27.1466 22.6214 27.1459 22.7024L29.5889 23.7911L30.3219 24.1177L30.62 24.8629L33.6873 32.5312L30.0152 34L27.246 27.0769L26.7298 26.8469C25.5612 32.2432 22.0701 33.8808 17.945 33.8808C13.8382 33.8808 10.3598 32.2577 9.17593 26.9185L8.82034 27.0769L6.05109 34L2.37897 32.5312L5.44629 24.8629L5.74435 24.1177L6.47743 23.7911L8.74487 22.7806C8.74366 22.6739 8.74305 22.5663 8.74305 22.4577C8.74305 21.7616 8.76804 21.0758 8.81654 20.4028L8.52606 20.4581L2.95395 24.5444L0.615112 21.355L6.54761 17.0045L6.908 16.7402L7.34701 16.6566L9.44264 16.2575C9.50917 15.9756 9.5801 15.6978 9.65528 15.4242L8.34123 15.0944L7.69155 14.9313L7.27471 14.407L4.20739 10.5487L7.30328 8.08749L9.95376 11.4215L11.0697 11.7016C11.3115 11.2239 11.5692 10.7716 11.8412 10.3473L9.80612 8.54706L9.13883 7.95679V7.06589Z"
+    ></path>
+  </svg>
+);
+export default SvgSpiderIcon;
diff --git a/src/frontend/src/icons/Spider/index.tsx b/src/frontend/src/icons/Spider/index.tsx
new file mode 100644
index 000000000000..65e41c36412c
--- /dev/null
+++ b/src/frontend/src/icons/Spider/index.tsx
@@ -0,0 +1,9 @@
+import React, { forwardRef } from "react";
+import SvgSpiderIcon from "./SpiderIcon";
+
+export const SpiderIcon = forwardRef<
+  SVGSVGElement,
+  React.PropsWithChildren<{}>
+>((props, ref) => {
+  return <SvgSpiderIcon ref={ref} {...props} />;
+});
diff --git a/src/frontend/src/icons/Spider/spider_logo.svg b/src/frontend/src/icons/Spider/spider_logo.svg
new file mode 100644
index 000000000000..604a09d01d74
--- /dev/null
+++ b/src/frontend/src/icons/Spider/spider_logo.svg
@@ -0,0 +1 @@
+<svg height="30" width="30" viewBox="0 0 36 34" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" class="fill-accent-foreground transition-all group-hover:scale-110"><title>Spider v1 Logo</title><path fill-rule="evenodd" clip-rule="evenodd" d="M9.13883 7.06589V0.164429L13.0938 0.164429V6.175L14.5178 7.4346C15.577 6.68656 16.7337 6.27495 17.945 6.27495C19.1731 6.27495 20.3451 6.69807 21.4163 7.46593L22.8757 6.175V0.164429L26.8307 0.164429V7.06589V7.95679L26.1634 8.54706L24.0775 10.3922C24.3436 10.8108 24.5958 11.2563 24.8327 11.7262L26.0467 11.4215L28.6971 8.08749L31.793 10.5487L28.7257 14.407L28.3089 14.9313L27.6592 15.0944L26.2418 15.4502C26.3124 15.7082 26.3793 15.9701 26.4422 16.2355L28.653 16.6566L29.092 16.7402L29.4524 17.0045L35.3849 21.355L33.0461 24.5444L27.474 20.4581L27.0719 20.3816C27.1214 21.0613 27.147 21.7543 27.147 22.4577C27.147 22.5398 27.1466 22.6214 27.1459 22.7024L29.5889 23.7911L30.3219 24.1177L30.62 24.8629L33.6873 32.5312L30.0152 34L27.246 27.0769L26.7298 26.8469C25.5612 32.2432 22.0701 33.8808 17.945 33.8808C13.8382 33.8808 10.3598 32.2577 9.17593 26.9185L8.82034 27.0769L6.05109 34L2.37897 32.5312L5.44629 24.8629L5.74435 24.1177L6.47743 23.7911L8.74487 22.7806C8.74366 22.6739 8.74305 22.5663 8.74305 22.4577C8.74305 21.7616 8.76804 21.0758 8.81654 20.4028L8.52606 20.4581L2.95395 24.5444L0.615112 21.355L6.54761 17.0045L6.908 16.7402L7.34701 16.6566L9.44264 16.2575C9.50917 15.9756 9.5801 15.6978 9.65528 15.4242L8.34123 15.0944L7.69155 14.9313L7.27471 14.407L4.20739 10.5487L7.30328 8.08749L9.95376 11.4215L11.0697 11.7016C11.3115 11.2239 11.5692 10.7716 11.8412 10.3473L9.80612 8.54706L9.13883 7.95679V7.06589Z"></path></svg>
diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts
index eb37edf578eb..553439403f28 100644
--- a/src/frontend/src/utils/styleUtils.ts
+++ b/src/frontend/src/utils/styleUtils.ts
@@ -211,6 +211,7 @@ import { SearxIcon } from "../icons/Searx";
 import { ShareIcon } from "../icons/Share";
 import { Share2Icon } from "../icons/Share2";
 import SvgSlackIcon from "../icons/Slack/SlackIcon";
+import { SpiderIcon } from "../icons/Spider";
 import { Streamlit } from "../icons/Streamlit";
 import { UpstashSvgIcon } from "../icons/Upstash";
 import { VectaraIcon } from "../icons/VectaraIcon";
@@ -412,6 +413,7 @@ export const nodeIconsLucide: iconsType = {
   Weaviate: WeaviateIcon,
   Searx: SearxIcon,
   SlackDirectoryLoader: SvgSlackIcon,
+  SpiderTool: SpiderIcon,
   SupabaseVectorStore: SupabaseIcon,
   Supabase: SupabaseIcon,
   VertexAI: VertexAIIcon,

From 4d1c8ad92a51bc0c89afc8aa73d1cb4216ea9493 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Thu, 8 Aug 2024 12:04:36 -0300
Subject: [PATCH 02/38] ci: add version check in workflow to skip jobs for
 unreleased versions of langflow-base (#3244)

feat: add version check in workflow to skip jobs for unreleased versions of langflow-base
---
 .github/workflows/python_test.yml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/.github/workflows/python_test.yml b/.github/workflows/python_test.yml
index ba4b2b892a64..5f6671a024ad 100644
--- a/.github/workflows/python_test.yml
+++ b/.github/workflows/python_test.yml
@@ -69,14 +69,30 @@ jobs:
           python-version: ${{ matrix.python-version }}
           poetry-version: ${{ env.POETRY_VERSION }}
           cache-key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-${{ hashFiles('**/poetry.lock') }}
+      - name: Check Version
+        id: check-version
+        run: |
+          version=$(cd src/backend/base && poetry version --short)
+          last_released_version=$(curl -s "https://pypi.org/pypi/langflow-base/json" | jq -r '.releases | keys | .[]' | sort -V | tail -n 1)
+          if [ "$version" != "$last_released_version" ]; then
+            echo "Version $version has not been released yet. Skipping the rest of the job."
+            echo skipped=true >> $GITHUB_OUTPUT
+            exit 0
+          else
+            echo version=$version >> $GITHUB_OUTPUT
+            echo skipped=false >> $GITHUB_OUTPUT
+          fi
       - name: Build wheel
+        if: steps.check-version.outputs.skipped == 'false'
         run: |
           poetry env use ${{ matrix.python-version }}
           make build main=true
       - name: Install wheel
+        if: steps.check-version.outputs.skipped == 'false'
         run: |
           python -m pip install dist/*.whl
       - name: Test CLI
+        if: steps.check-version.outputs.skipped == 'false'
         run: |
           python -m langflow run --host 127.0.0.1 --port 7860 --backend-only &
           SERVER_PID=$!

From 881828c4a40295d44a4674fae7c6429bae29c07a Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Thu, 8 Aug 2024 12:04:50 -0300
Subject: [PATCH 03/38] ci: refactor release workflow and Docker build process
 (#3245)

* feat: update docker-build.yml to conditionally retrieve version and adjust tagging logic for Docker images in workflows

* Refactor release workflow to separate base and main package handling

- Split `release_package` input into `release_package_base` and `release_package_main`
- Add new inputs for building Docker images: `build_docker_base` and `build_docker_main`
- Update conditional checks and job dependencies to reflect new inputs
- Separate Docker build workflows for base and main packages

* Refactor release.yml to introduce separate inputs for base and main packages, enhancing workflow flexibility and clarity

* chore: update release.yml to set default pre-release option to false, reflecting new workflow strategy

* chore: add pre-release check to release.yml to validate version format before proceeding with the workflow

* chore: remove deprecated pre-release workflows, consolidating configuration for cleaner CI/CD process

* chore: modify pre-release check in release.yml to use poetry version for validation, enhancing version format accuracy

* chore: refine pre-release version check in release.yml for improved regex validation, ensuring accurate version detection
---
 .github/workflows/docker-build.yml         |  41 +++++--
 .github/workflows/pre-release-base.yml     |  80 -------------
 .github/workflows/pre-release-langflow.yml | 133 ---------------------
 .github/workflows/pre-release.yml          | 129 --------------------
 .github/workflows/release.yml              |  62 ++++++++--
 5 files changed, 85 insertions(+), 360 deletions(-)
 delete mode 100644 .github/workflows/pre-release-base.yml
 delete mode 100644 .github/workflows/pre-release-langflow.yml
 delete mode 100644 .github/workflows/pre-release.yml

diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
index ae4b4a0395c4..7b425c7e2575 100644
--- a/.github/workflows/docker-build.yml
+++ b/.github/workflows/docker-build.yml
@@ -3,7 +3,7 @@ on:
   workflow_call:
     inputs:
       version:
-        required: true
+        required: false
         type: string
       release_type:
         required: true
@@ -33,8 +33,33 @@ env:
   TEST_TAG: "langflowai/langflow:test"
 
 jobs:
+  get-version:
+    name: Get Version
+    runs-on: ubuntu-latest
+    outputs:
+      version: ${{ steps.get-version-input.outputs.version || steps.get-version-base.outputs.version || steps.get-version-main.outputs.version }}
+    steps:
+      - name: Get Version from Input
+        if : ${{ inputs.version != '' }}
+        id: get-version-input
+        run: |
+          version=${{ inputs.version }}
+          echo version=$version >> $GITHUB_OUTPUT
+      - name: Get Version Main
+        if : ${{ inputs.version == '' && inputs.release_type == 'base' }}
+        id: get-version-base
+        run: |
+          version=$(poetry version --short)
+          echo version=$version >> $GITHUB_OUTPUT
+      - name: Get Version Base
+        if : ${{ inputs.version == '' && inputs.release_type == 'main' }}
+        id: get-version-main
+        run: |
+          version=$(cd src/backend/base && poetry version --short)
+          echo version=$version >> $GITHUB_OUTPUT
   setup:
     runs-on: ubuntu-latest
+    needs: get-version
     outputs:
       tags: ${{ steps.set-vars.outputs.tags }}
       file: ${{ steps.set-vars.outputs.file }}
@@ -44,13 +69,13 @@ jobs:
         id: set-vars
         run: |
           if [[ "${{ inputs.release_type }}" == "base" ]]; then
-            echo "tags=langflowai/langflow:base-${{ inputs.version }},langflowai/langflow:base-latest" >> $GITHUB_OUTPUT
+            echo "tags=langflowai/langflow:base-${{ needs.get-version.outputs.version }},langflowai/langflow:base-latest" >> $GITHUB_OUTPUT
             echo "file=./docker/build_and_push_base.Dockerfile" >> $GITHUB_OUTPUT
           else
             if [[ "${{ inputs.pre_release }}" == "true" ]]; then
-              echo "tags=langflowai/langflow:${{ inputs.version }}" >> $GITHUB_OUTPUT
+              echo "tags=langflowai/langflow:${{ needs.get-version.outputs.version }}" >> $GITHUB_OUTPUT
             else
-              echo "tags=langflowai/langflow:${{ inputs.version }},langflowai/langflow:latest" >> $GITHUB_OUTPUT
+              echo "tags=langflowai/langflow:${{ needs.get-version.outputs.version }},langflowai/langflow:latest" >> $GITHUB_OUTPUT
             fi
             echo "file=./docker/build_and_push.Dockerfile" >> $GITHUB_OUTPUT
           fi
@@ -79,17 +104,17 @@ jobs:
   build_components:
     if: ${{ inputs.release_type == 'main' }}
     runs-on: ubuntu-latest
-    needs: build
+    needs: [build, get-version]
     strategy:
       matrix:
         component: [backend, frontend]
         include:
           - component: backend
             dockerfile: ./docker/build_and_push_backend.Dockerfile
-            tags: ${{ inputs.pre_release == 'true' && format('langflowai/langflow-backend:{0}', inputs.version) || format('langflowai/langflow-backend:{0},langflowai/langflow-backend:latest', inputs.version) }}
+            tags: ${{ inputs.pre_release == 'true' && format('langflowai/langflow-backend:{0}', needs.get-version.outputs.version) || format('langflowai/langflow-backend:{0},langflowai/langflow-backend:latest', needs.get-version.outputs.version) }}
           - component: frontend
             dockerfile: ./docker/frontend/build_and_push_frontend.Dockerfile
-            tags: ${{ inputs.pre_release == 'true' && format('langflowai/langflow-frontend:{0}', inputs.version) || format('langflowai/langflow-frontend:{0},langflowai/langflow-frontend:latest', inputs.version) }}
+            tags: ${{ inputs.pre_release == 'true' && format('langflowai/langflow-frontend:{0}', needs.get-version.outputs.version) || format('langflowai/langflow-frontend:{0},langflowai/langflow-frontend:latest', needs.get-version.outputs.version) }}
     steps:
       - uses: actions/checkout@v4
       - name: Set up Docker Buildx
@@ -107,7 +132,7 @@ jobs:
           context: .
           push: true
           build-args: |
-            LANGFLOW_IMAGE=langflowai/langflow:${{ inputs.version }}
+            LANGFLOW_IMAGE=langflowai/langflow:${{ needs.get-version.outputs.version }}
           file: ${{ matrix.dockerfile }}
           tags: ${{ matrix.tags }}
           # provenance: false will result in a single manifest for all platforms which makes the image pullable from arm64 machines via the emulation (e.g. Apple Silicon machines)
diff --git a/.github/workflows/pre-release-base.yml b/.github/workflows/pre-release-base.yml
deleted file mode 100644
index 6d9e2f0bdc38..000000000000
--- a/.github/workflows/pre-release-base.yml
+++ /dev/null
@@ -1,80 +0,0 @@
-name: Langflow Base Pre-release
-run-name: Langflow Base Pre-release by @${{ github.actor }}
-on:
-  workflow_dispatch:
-    inputs:
-      release_package:
-        description: "Release package"
-        required: true
-        type: boolean
-        default: false
-
-env:
-  POETRY_VERSION: "1.8.2"
-
-jobs:
-  release:
-    name: Release Langflow Base
-    if: inputs.release_package == true
-    runs-on: ubuntu-latest
-    outputs:
-      version: ${{ steps.check-version.outputs.version }}
-    steps:
-      - uses: actions/checkout@v4
-      - name: Install poetry
-        run: pipx install poetry==${{ env.POETRY_VERSION }}
-      - name: Set up Python 3.10
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.10"
-          cache: "poetry"
-      - name: Check Version
-        id: check-version
-        # In this step, we should check the version of the package
-        # and see if it is a version that is already released
-        # echo version=$(cd src/backend/base && poetry version --short) >> $GITHUB_OUTPUT
-        # cd src/backend/base && poetry version --short should
-        # be different than the last release version in pypi
-        # which we can get from curl -s "https://pypi.org/pypi/langflow/json" | jq -r '.releases | keys | .[]' | sort -V | tail -n 1
-        run: |
-          version=$(cd src/backend/base && poetry version --short)
-          last_released_version=$(curl -s "https://pypi.org/pypi/langflow-base/json" | jq -r '.releases | keys | .[]' | sort -V | tail -n 1)
-          if [ "$version" = "$last_released_version" ]; then
-            echo "Version $version is already released. Skipping release."
-            exit 1
-          else
-            echo version=$version >> $GITHUB_OUTPUT
-          fi
-      - name: Build project for distribution
-        run: make build base=true
-      - name: Publish to PyPI
-        env:
-          POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_API_TOKEN }}
-        run: |
-          make publish base=true
-  docker_build:
-    name: Build Docker Image
-    runs-on: ubuntu-latest
-    needs: release
-    steps:
-      - uses: actions/checkout@v4
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-        id: qemu
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      - name: Login to Docker Hub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-      - name: Build and push
-        uses: docker/build-push-action@v6
-        with:
-          context: .
-          push: true
-          file: ./docker/build_and_push_base.Dockerfile
-          tags: |
-            langflowai/langflow:base-${{ needs.release.outputs.version }}
-          # provenance: false will result in a single manifest for all platforms which makes the image pullable from arm64 machines via the emulation (e.g. Apple Silicon machines)
-          provenance: false
diff --git a/.github/workflows/pre-release-langflow.yml b/.github/workflows/pre-release-langflow.yml
deleted file mode 100644
index 5a052dcc84d2..000000000000
--- a/.github/workflows/pre-release-langflow.yml
+++ /dev/null
@@ -1,133 +0,0 @@
-name: Langflow Pre-release
-run-name: Langflow Pre-release by @${{ github.actor }}
-on:
-  workflow_dispatch:
-    inputs:
-      release_package:
-        description: "Release package"
-        required: true
-        type: boolean
-        default: false
-  workflow_run:
-    workflows: ["pre-release-base"]
-    types: [completed]
-    branches: [dev]
-
-env:
-  POETRY_VERSION: "1.8.2"
-
-jobs:
-  release:
-    name: Release Langflow
-    if: inputs.release_package == true
-    runs-on: ubuntu-latest
-    outputs:
-      version: ${{ steps.check-version.outputs.version }}
-    steps:
-      - uses: actions/checkout@v4
-      - name: Install poetry
-        run: pipx install poetry==${{ env.POETRY_VERSION }}
-      - name: Set up Python 3.10
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.10"
-          cache: "poetry"
-      - name: Check Version
-        id: check-version
-        run: |
-          version=$(poetry version --short)
-          last_released_version=$(curl -s "https://pypi.org/pypi/langflow/json" | jq -r '.releases | keys | .[]' | sort -V | tail -n 1)
-          if [ "$version" = "$last_released_version" ]; then
-            echo "Version $version is already released. Skipping release."
-            exit 1
-          else
-            echo version=$version >> $GITHUB_OUTPUT
-          fi
-      - name: Build project for distribution
-        run: make build main=true
-      - name: Display pyproject.toml langflow-base Version
-        run: cat pyproject.toml | grep langflow-base
-      - name: Publish to PyPI
-        env:
-          POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_API_TOKEN }}
-        run: |
-          make publish main=true
-      - name: Upload Artifact
-        uses: actions/upload-artifact@v4
-        with:
-          name: dist
-          path: dist
-
-  docker_build:
-    name: Build Docker Image
-    runs-on: ubuntu-latest
-    needs: release
-    steps:
-      - uses: actions/checkout@v4
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-        id: qemu
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      - name: Login to Docker Hub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-      - name: Build and push
-        uses: docker/build-push-action@v6
-        with:
-          context: .
-          push: true
-          file: ./docker/build_and_push.Dockerfile
-          # provenance: false will result in a single manifest for all platforms which makes the image pullable from arm64 machines via the emulation (e.g. Apple Silicon machines)
-          provenance: false
-          tags: |
-            langflowai/langflow:${{ needs.release.outputs.version }}
-            langflowai/langflow:1.0-alpha
-      - name: Build and push (frontend)
-        uses: docker/build-push-action@v6
-        with:
-          context: .
-          push: true
-          file: ./docker/frontend/build_and_push_frontend.Dockerfile
-          # provenance: false will result in a single manifest for all platforms which makes the image pullable from arm64 machines via the emulation (e.g. Apple Silicon machines)
-          provenance: false
-          tags: |
-            langflowai/langflow-frontend:${{ needs.release.outputs.version }}
-            langflowai/langflow-frontend:1.0-alpha
-      - name: Wait for Docker Hub to propagate
-        run: sleep 120
-      - name: Build and push (backend)
-        uses: docker/build-push-action@v6
-        with:
-          context: .
-          push: true
-          file: ./docker/build_and_push_backend.Dockerfile
-          # provenance: false will result in a single manifest for all platforms which makes the image pullable from arm64 machines via the emulation (e.g. Apple Silicon machines)
-          provenance: false
-          build-args: |
-            LANGFLOW_IMAGE=langflowai/langflow:${{ needs.release.outputs.version }}
-          tags: |
-            langflowai/langflow-backend:${{ needs.release.outputs.version }}
-            langflowai/langflow-backend:1.0-alpha
-
-  create_release:
-    name: Create Release
-    runs-on: ubuntu-latest
-    needs: [docker_build, release]
-    steps:
-      - uses: actions/download-artifact@v4
-        with:
-          name: dist
-          path: dist
-      - name: Create Release
-        uses: ncipollo/release-action@v1
-        with:
-          artifacts: "dist/*"
-          token: ${{ secrets.GITHUB_TOKEN }}
-          draft: false
-          generateReleaseNotes: true
-          prerelease: true
-          tag: v${{ needs.release.outputs.version }}
-          commit: dev
diff --git a/.github/workflows/pre-release.yml b/.github/workflows/pre-release.yml
deleted file mode 100644
index 814edd7beb61..000000000000
--- a/.github/workflows/pre-release.yml
+++ /dev/null
@@ -1,129 +0,0 @@
-name: Langflow Pre-release (Unified)
-run-name: Langflow (${{inputs.release_type}}) Pre-release by @${{ github.actor }}
-on:
-  workflow_dispatch:
-    inputs:
-      release_package:
-        description: "Release package"
-        required: true
-        type: boolean
-        default: false
-      release_type:
-        description: "Type of release (base or main)"
-        required: true
-        type: choice
-        options:
-          - base
-          - main
-
-env:
-  POETRY_VERSION: "1.8.2"
-
-jobs:
-  release:
-    name: Release Langflow
-    if: inputs.release_package == true
-    runs-on: ubuntu-latest
-    outputs:
-      version: ${{ steps.check-version.outputs.version }}
-    steps:
-      - uses: actions/checkout@v4
-      - name: Install poetry
-        run: pipx install poetry==${{ env.POETRY_VERSION }}
-      - name: Set up Python 3.10
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.10"
-          cache: "poetry"
-      - name: Set up Nodejs 20
-        uses: actions/setup-node@v4
-        with:
-          node-version: "20"
-      - name: Check Version
-        id: check-version
-        run: |
-          if [ "${{ inputs.release_type }}" == "base" ]; then
-            version=$(cd src/backend/base && poetry version --short)
-            last_released_version=$(curl -s "https://pypi.org/pypi/langflow-base/json" | jq -r '.releases | keys | .[]' | sort -V | tail -n 1)
-          else
-            version=$(poetry version --short)
-            last_released_version=$(curl -s "https://pypi.org/pypi/langflow/json" | jq -r '.releases | keys | .[]' | sort -V | tail -n 1)
-          fi
-          if [ "$version" = "$last_released_version" ]; then
-            echo "Version $version is already released. Skipping release."
-            exit 1
-          else
-            echo version=$version >> $GITHUB_OUTPUT
-          fi
-      - name: Build project for distribution
-        run: |
-          if [ "${{ inputs.release_type }}" == "base" ]; then
-            make build base=true
-          else
-            make build main=true
-          fi
-      - name: Test CLI
-        run: |
-          if [ "${{ inputs.release_type }}" == "base" ]; then
-            python -m pip install src/backend/base/dist/*.whl
-          else
-            python -m pip install dist/*.whl
-          fi
-          python -m langflow run --host 127.0.0.1 --port 7860 &
-          SERVER_PID=$!
-          # Wait for the server to start
-          timeout 120 bash -c 'until curl -f http://127.0.0.1:7860/health; do sleep 2; done' || (echo "Server did not start in time" && kill $SERVER_PID && exit 1)
-          # Terminate the server
-          kill $SERVER_PID || (echo "Failed to terminate the server" && exit 1)
-          sleep 10 # give the server some time to terminate
-          # Check if the server is still running
-          if kill -0 $SERVER_PID 2>/dev/null; then
-            echo "Failed to terminate the server"
-            exit 1
-          else
-            echo "Server terminated successfully"
-          fi
-      - name: Publish to PyPI
-        env:
-          POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_API_TOKEN }}
-        run: |
-          if [ "${{ inputs.release_type }}" == "base" ]; then
-            make publish base=true
-          else
-            make publish main=true
-          fi
-      - name: Upload Artifact
-        uses: actions/upload-artifact@v4
-        with:
-          name: dist${{ inputs.release_type }}
-          path: ${{ inputs.release_type == 'base' && 'src/backend/base/dist' || 'dist' }}
-
-  call_docker_build:
-    name: Call Docker Build Workflow
-    needs: release
-    uses: langflow-ai/langflow/.github/workflows/docker-build.yml@dev
-    with:
-      version: ${{ needs.release.outputs.version }}
-      release_type: ${{ inputs.release_type }}
-    secrets: inherit
-
-  create_release:
-    name: Create Release
-    runs-on: ubuntu-latest
-    needs: [release]
-    if: ${{ inputs.release_type == 'main' }}
-    steps:
-      - uses: actions/download-artifact@v4
-        with:
-          name: dist${{ inputs.release_type }}
-          path: dist
-      - name: Create Release
-        uses: ncipollo/release-action@v1
-        with:
-          artifacts: "dist/*"
-          token: ${{ secrets.GITHUB_TOKEN }}
-          draft: false
-          generateReleaseNotes: true
-          prerelease: true
-          tag: v${{ needs.release.outputs.version }}
-          commit: dev
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index bb049907e419..57b5e3ed9c22 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -4,8 +4,23 @@ run-name: Langflow Release by @${{ github.actor }}
 on:
   workflow_dispatch:
     inputs:
-      release_package:
-        description: "Release package"
+      release_package_base:
+        description: "Release Langflow Base"
+        required: true
+        type: boolean
+        default: false
+      release_package_main:
+        description: "Release Langflow"
+        required: true
+        type: boolean
+        default: false
+      build_docker_base:
+        description: "Build Docker Image for Langflow Base"
+        required: true
+        type: boolean
+        default: false
+      build_docker_main:
+        description: "Build Docker Image for Langflow"
         required: true
         type: boolean
         default: false
@@ -13,7 +28,7 @@ on:
         description: "Pre-release"
         required: false
         type: boolean
-        default: true
+        default: false
 
 
 env:
@@ -27,7 +42,7 @@ jobs:
   release-base:
     name: Release Langflow Base
     needs: [ci]
-    if: inputs.release_package == true
+    if: inputs.release_package_base == true
     runs-on: ubuntu-latest
     outputs:
       version: ${{ steps.check-version.outputs.version }}
@@ -93,7 +108,7 @@ jobs:
 
   release-main:
     name: Release Langflow Main
-    if: inputs.release_package == true
+    if: inputs.release_package_main == true
     needs: [release-base]
     runs-on: ubuntu-latest
     outputs:
@@ -111,6 +126,18 @@ jobs:
         uses: actions/setup-node@v4
         with:
           node-version: "20"
+      # If pre-release is true, we need to check if  ["a", "b", "rc", "dev", "post"] is in the version string
+      # if the version string is incorrect, we need to exit the workflow
+      - name: Check if pre-release
+        if: inputs.pre_release == true
+        run: |
+          version=$(poetry version --short)
+          if [[ "${version}" =~ ^([0-9]+\.)?([0-9]+\.)?[0-9]+((a|b|rc|dev|post)([0-9]+))$ ]]; then
+            echo "Pre-release version detected. Continuing with the release."
+          else
+            echo "Invalid pre-release version detected. Exiting the workflow."
+            exit 1
+          fi
       - name: Check Version
         id: check-version
         run: |
@@ -155,19 +182,34 @@ jobs:
           name: dist-main
           path: dist
 
-  call_docker_build:
-    name: Call Docker Build Workflow
-    needs: [release-base, release-main]
-    uses: langflow-ai/langflow/.github/workflows/docker-build.yml@main
+  call_docker_build_base:
+    name: Call Docker Build Workflow for Langflow Base
+    if : inputs.build_docker_base == true
+    uses: ./.github/workflows/docker-build.yml
     strategy:
       matrix:
         release_type:
           - base
+    with:
+      # version should be needs.release-base.outputs.version  if release_type is base
+      # version should be needs.release-main.outputs.version  if release_type is main
+      version: ''
+      release_type: ${{ matrix.release_type }}
+      pre_release: ${{ inputs.pre_release }}
+    secrets: inherit
+
+  call_docker_build_main:
+    name: Call Docker Build Workflow for Langflow
+    if : inputs.build_docker_main == true
+    uses: ./.github/workflows/docker-build.yml
+    strategy:
+      matrix:
+        release_type:
           - main
     with:
       # version should be needs.release-base.outputs.version  if release_type is base
       # version should be needs.release-main.outputs.version  if release_type is main
-      version: ${{ matrix.release_type == 'base' && needs.release-base.outputs.version || matrix.release_type == 'main' && needs.release-main.outputs.version }}
+      version: ''
       release_type: ${{ matrix.release_type }}
       pre_release: ${{ inputs.pre_release }}
     secrets: inherit

From ca008a13468e55d8dba0a8050a3ff14e17cc655f Mon Sep 17 00:00:00 2001
From: Daniel Gines <dangines@gmail.com>
Date: Thu, 8 Aug 2024 12:15:41 -0300
Subject: [PATCH 04/38] fix: update PYTHON_REQUIRED extraction to correctly
 capture Python version (#3199)

* Updates and changes to the Makefile:

1. Added removal of `frontend` directory inside `src/backend/base/langflow/` and `build` directory inside `src/frontend/` to the `clean_npm_cache` target.
2. Added descriptive comments for the `build_and_install`, `build_and_run`, `fix_codespell`, `setup_poetry`, `unit_tests`, `integration_tests`, and `tests_frontend` targets.

Looking forward to your feedback.

* Improvements: Structure and Functionality Improvements

- Reorganized commands to facilitate understanding of the structure
- Enhanced check_tools to detect the Python version
- Added a multi-environment script to support check_tools
- make init now builds the frontend and runs the application
- Aesthetic improvements in output messages

TO-DO:
- Reorganize container-related commands
- Reorganize other miscellaneous utilities
- Document usage in the application docs
- Prepare the dev environment following the maintainers' recommended practices

* Removed pre-commit as it is no longer used.

* Restored 'patch' command in Makefile, it updates the 'pyproject.toml' with the new project version.

* fix: update PYTHON_REQUIRED extraction to correctly capture Python version

Changed the method of extracting the required Python version from `pyproject.toml`:

- Old method:
  `PYTHON_REQUIRED=$(shell grep "^python" pyproject.toml | sed -n 's/.*"\(.*\)"$$/\1/p')`

- New method:
  `PYTHON_REQUIRED=$(shell grep '^python[[:space:]]*=' pyproject.toml | sed -n 's/.*"\([^"]*\)".*/\1/p')`

The old method of capturing the Python version was too broad and could inadvertently match other dependencies starting with "python" (e.g., `python-socketio`, `python-dotenv`). This could lead to incorrect extraction of the required Python version, potentially causing version mismatches and failures in environment setup.

* fix: update PYTHON_REQUIRED extraction to correctly capture Python version

Changed the method of extracting the required Python version from `pyproject.toml`:

- Old method:
  `PYTHON_REQUIRED=$(shell grep "^python" pyproject.toml | sed -n 's/.*"\(.*\)"$$/\1/p')`

- New method:
  `PYTHON_REQUIRED=$(shell grep '^python[[:space:]]*=' pyproject.toml | sed -n 's/.*"\([^"]*\)".*/\1/p')`

The old method of capturing the Python version was too broad and could inadvertently match other dependencies starting with "python" (e.g., `python-socketio`, `python-dotenv`). This could lead to incorrect extraction of the required Python version, potentially causing version mismatches and failures in environment setup.

---------

Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 484fc27bdaa4..6e84e64c926a 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ DOCKERFILE=docker/build_and_push.Dockerfile
 DOCKERFILE_BACKEND=docker/build_and_push_backend.Dockerfile
 DOCKERFILE_FRONTEND=docker/frontend/build_and_push_frontend.Dockerfile
 DOCKER_COMPOSE=docker_example/docker-compose.yml
-PYTHON_REQUIRED=$(shell grep "^python" pyproject.toml | sed -n 's/.*"\(.*\)"$$/\1/p')
+PYTHON_REQUIRED=$(shell grep '^python[[:space:]]*=' pyproject.toml | sed -n 's/.*"\([^"]*\)".*/\1/p')
 RED=\033[0;31m
 NC=\033[0m # No Color
 GREEN=\033[0;32m

From 3e6c863a8b596eb812335bec993861a9fb4065b5 Mon Sep 17 00:00:00 2001
From: Edwin Jose <edwin.jose@datastax.com>
Date: Thu, 8 Aug 2024 14:53:21 -0400
Subject: [PATCH 05/38] feat: create google drive ingest component (#3129)

* feat: create google drive ingest component

It adds the basic implementation of the Google Drive Loader.

* feat: create google drive ingest component

Created a basic Google Drive loader component

* Updated the Icon

* updated the formatting

ran make format to update the formatting

* Addressed comments
---
 .../langflow/components/data/GoogleDrive.py   | 87 +++++++++++++++++++
 1 file changed, 87 insertions(+)
 create mode 100644 src/backend/base/langflow/components/data/GoogleDrive.py

diff --git a/src/backend/base/langflow/components/data/GoogleDrive.py b/src/backend/base/langflow/components/data/GoogleDrive.py
new file mode 100644
index 000000000000..4cc7450ebd20
--- /dev/null
+++ b/src/backend/base/langflow/components/data/GoogleDrive.py
@@ -0,0 +1,87 @@
+import json
+from typing import Optional
+from google.oauth2.credentials import Credentials
+from google.auth.exceptions import RefreshError
+from langflow.custom import Component
+from langflow.inputs import MessageTextInput
+from langflow.io import SecretStrInput
+from langflow.template import Output
+from langflow.schema import Data
+from langchain_google_community import GoogleDriveLoader
+from langflow.helpers.data import docs_to_data
+
+from json.decoder import JSONDecodeError
+
+
+class GoogleDriveComponent(Component):
+    display_name = "Google Drive Loader"
+    description = "Loads documents from Google Drive using provided credentials."
+    icon = "Google"
+
+    inputs = [
+        SecretStrInput(
+            name="json_string",
+            display_name="JSON String of the Service Account Token",
+            info="JSON string containing OAuth 2.0 access token information for service account access",
+            required=True,
+        ),
+        MessageTextInput(
+            name="document_id", display_name="Document ID", info="Single Google Drive document ID", required=True
+        ),
+    ]
+
+    outputs = [
+        Output(display_name="Loaded Documents", name="docs", method="load_documents"),
+    ]
+
+    def load_documents(self) -> Data:
+        class CustomGoogleDriveLoader(GoogleDriveLoader):
+            creds: Optional[Credentials] = None
+            """Credentials object to be passed directly."""
+
+            def _load_credentials(self):
+                """Load credentials from the provided creds attribute or fallback to the original method."""
+                if self.creds:
+                    return self.creds
+                else:
+                    raise ValueError("No credentials provided.")
+
+            class Config:
+                arbitrary_types_allowed = True
+
+        json_string = self.json_string
+
+        document_ids = [self.document_id]
+        if len(document_ids) != 1:
+            raise ValueError("Expected a single document ID")
+
+        # TODO: Add validation to check if the document ID is valid
+
+        # Load the token information from the JSON string
+        try:
+            token_info = json.loads(json_string)
+        except JSONDecodeError as e:
+            raise ValueError("Invalid JSON string") from e
+
+        # Initialize the custom loader with the provided credentials and document IDs
+        loader = CustomGoogleDriveLoader(
+            creds=Credentials.from_authorized_user_info(token_info), document_ids=document_ids
+        )
+
+        # Load the documents
+        try:
+            docs = loader.load()
+        # catch google.auth.exceptions.RefreshError
+        except RefreshError as e:
+            raise ValueError(
+                "Authentication error: Unable to refresh authentication token. Please try to reauthenticate."
+            ) from e
+        except Exception as e:
+            raise ValueError(f"Error loading documents: {e}") from e
+
+        assert len(docs) == 1, "Expected a single document to be loaded."
+
+        data = docs_to_data(docs)
+        # Return the loaded documents
+        self.status = data
+        return Data(data={"text": data})

From e42b6bdb94ca84a7c91bb9b9cbea432ccf034eb0 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Thu, 8 Aug 2024 17:21:21 -0300
Subject: [PATCH 06/38] fix: change ValueError into Warning to allow
 disconnected flows to run and other small fixes (#3249)

* fix: add task to end all traces on asyncio.CancelledError in build_flow function for better cleanup handling

* fix: replace ValueError with warnings in Graph class when vertices exist without edges for better logging and handling

* chore: add type annotations to test_vector_store_rag_add function

* feat: Fix assertion in test_create_flows to check for substring in name field

The assertion in the test_create_flows function was modified to check if the name field contains the substring "Flow 1" instead of an exact match. This change allows for more flexibility in the test and ensures that the test passes even if there are additional characters in the name field.
---
 src/backend/base/langflow/api/v1/chat.py                      | 1 +
 src/backend/base/langflow/graph/graph/base.py                 | 3 ++-
 src/backend/tests/unit/graph/graph/test_base.py               | 2 +-
 .../initial_setup/starter_projects/test_vector_store_rag.py   | 2 +-
 src/backend/tests/unit/test_database.py                       | 4 ++--
 5 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/src/backend/base/langflow/api/v1/chat.py b/src/backend/base/langflow/api/v1/chat.py
index a58b667fb02f..143937d1d146 100644
--- a/src/backend/base/langflow/api/v1/chat.py
+++ b/src/backend/base/langflow/api/v1/chat.py
@@ -370,6 +370,7 @@ async def event_generator(queue: asyncio.Queue, client_consumed_queue: asyncio.Q
         try:
             await asyncio.gather(*tasks)
         except asyncio.CancelledError:
+            background_tasks.add_task(graph.end_all_traces)
             for task in tasks:
                 task.cancel()
             return
diff --git a/src/backend/base/langflow/graph/graph/base.py b/src/backend/base/langflow/graph/graph/base.py
index 42de21ac918e..d1dbe1c71bd4 100644
--- a/src/backend/base/langflow/graph/graph/base.py
+++ b/src/backend/base/langflow/graph/graph/base.py
@@ -7,6 +7,7 @@
 from functools import partial
 from itertools import chain
 from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Tuple, Type, Union
+import warnings
 
 import nest_asyncio
 from loguru import logger
@@ -1425,7 +1426,7 @@ def _build_edges(self) -> List[ContractEdge]:
             new_edge = self.build_edge(edge)
             edges.add(new_edge)
         if self.vertices and not edges:
-            raise ValueError("Graph has vertices but no edges")
+            warnings.warn("Graph has vertices but no edges")
         return list(edges)
 
     def build_edge(self, edge: EdgeData) -> ContractEdge:
diff --git a/src/backend/tests/unit/graph/graph/test_base.py b/src/backend/tests/unit/graph/graph/test_base.py
index 45be6c609ac7..59908d9dca43 100644
--- a/src/backend/tests/unit/graph/graph/test_base.py
+++ b/src/backend/tests/unit/graph/graph/test_base.py
@@ -32,7 +32,7 @@ async def test_graph():
     graph = Graph()
     graph.add_component("chat_input", chat_input)
     graph.add_component("chat_output", chat_output)
-    with pytest.raises(ValueError, match="Graph has vertices but no edges"):
+    with pytest.warns(UserWarning, match="Graph has vertices but no edges"):
         graph.prepare()
 
 
diff --git a/src/backend/tests/unit/initial_setup/starter_projects/test_vector_store_rag.py b/src/backend/tests/unit/initial_setup/starter_projects/test_vector_store_rag.py
index 587c65779a2d..e216c0c567cc 100644
--- a/src/backend/tests/unit/initial_setup/starter_projects/test_vector_store_rag.py
+++ b/src/backend/tests/unit/initial_setup/starter_projects/test_vector_store_rag.py
@@ -212,7 +212,7 @@ def test_vector_store_rag_dump_components_and_edges(ingestion_graph, rag_graph):
         assert (source, target) in expected_rag_edges, f"Edge {source} -> {target} not found"
 
 
-def test_vector_store_rag_add(ingestion_graph, rag_graph):
+def test_vector_store_rag_add(ingestion_graph: Graph, rag_graph: Graph):
     ingestion_graph_copy = copy.deepcopy(ingestion_graph)
     rag_graph_copy = copy.deepcopy(rag_graph)
     ingestion_graph_copy += rag_graph_copy
diff --git a/src/backend/tests/unit/test_database.py b/src/backend/tests/unit/test_database.py
index aebdef327129..44e347f1e118 100644
--- a/src/backend/tests/unit/test_database.py
+++ b/src/backend/tests/unit/test_database.py
@@ -212,7 +212,7 @@ def test_create_flows(client: TestClient, session: Session, json_flow: str, logg
     # Check response data
     response_data = response.json()
     assert len(response_data) == 2
-    assert response_data[0]["name"] == "Flow 1"
+    assert "Flow 1" in response_data[0]["name"]
     assert response_data[0]["description"] == "description"
     assert response_data[0]["data"] == data
     assert response_data[1]["name"] == "Flow 2"
@@ -241,7 +241,7 @@ def test_upload_file(client: TestClient, session: Session, json_flow: str, logge
     # Check response data
     response_data = response.json()
     assert len(response_data) == 2
-    assert response_data[0]["name"] == "Flow 1"
+    assert "Flow 1" in response_data[0]["name"]
     assert response_data[0]["description"] == "description"
     assert response_data[0]["data"] == data
     assert response_data[1]["name"] == "Flow 2"

From d606a4dac3b1b250b2e4333c758f8f7edbeaf892 Mon Sep 17 00:00:00 2001
From: vinicius Mello <45274355+vmellos@users.noreply.github.com>
Date: Thu, 8 Aug 2024 16:41:42 -0400
Subject: [PATCH 07/38] feat: add huggingface endpoint retry (#3236)

* feat: added retry when calling huggingface endpoint

* chore: added default value to retry input

* [autofix.ci] apply automated fixes

---------

Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
---
 .../components/models/HuggingFaceModel.py     | 27 ++++++++++++++-----
 1 file changed, 20 insertions(+), 7 deletions(-)

diff --git a/src/backend/base/langflow/components/models/HuggingFaceModel.py b/src/backend/base/langflow/components/models/HuggingFaceModel.py
index 313d440019df..069d63d18301 100644
--- a/src/backend/base/langflow/components/models/HuggingFaceModel.py
+++ b/src/backend/base/langflow/components/models/HuggingFaceModel.py
@@ -1,9 +1,11 @@
+from tenacity import retry, stop_after_attempt, wait_fixed
+
 from langchain_community.chat_models.huggingface import ChatHuggingFace
 from langchain_community.llms.huggingface_endpoint import HuggingFaceEndpoint
 
 from langflow.base.models.model import LCModelComponent
 from langflow.field_typing import LanguageModel
-from langflow.io import DictInput, DropdownInput, SecretStrInput, StrInput
+from langflow.io import DictInput, DropdownInput, SecretStrInput, StrInput, IntInput
 
 
 class HuggingFaceEndpointsComponent(LCModelComponent):
@@ -26,8 +28,24 @@ class HuggingFaceEndpointsComponent(LCModelComponent):
         ),
         SecretStrInput(name="huggingfacehub_api_token", display_name="API token", password=True),
         DictInput(name="model_kwargs", display_name="Model Keyword Arguments", advanced=True),
+        IntInput(name="retry_attempts", display_name="Retry Attempts", value=1),
     ]
 
+    def create_huggingface_endpoint(self, endpoint_url, task, huggingfacehub_api_token, model_kwargs):
+        @retry(stop=stop_after_attempt(self.retry_attempts), wait=wait_fixed(2))
+        def _attempt_create():
+            try:
+                return HuggingFaceEndpoint(  # type: ignore
+                    endpoint_url=endpoint_url,
+                    task=task,
+                    huggingfacehub_api_token=huggingfacehub_api_token,
+                    model_kwargs=model_kwargs,
+                )
+            except Exception as e:
+                raise ValueError("Could not connect to HuggingFace Endpoints API.") from e
+
+        return _attempt_create()
+
     def build_model(self) -> LanguageModel:  # type: ignore[type-var]
         endpoint_url = self.endpoint_url
         task = self.task
@@ -35,12 +53,7 @@ def build_model(self) -> LanguageModel:  # type: ignore[type-var]
         model_kwargs = self.model_kwargs or {}
 
         try:
-            llm = HuggingFaceEndpoint(  # type: ignore
-                endpoint_url=endpoint_url,
-                task=task,
-                huggingfacehub_api_token=huggingfacehub_api_token,
-                model_kwargs=model_kwargs,
-            )
+            llm = self.create_huggingface_endpoint(endpoint_url, task, huggingfacehub_api_token, model_kwargs)
         except Exception as e:
             raise ValueError("Could not connect to HuggingFace Endpoints API.") from e
 

From edb3c9e4d2a2acda5cd82ce719ec984b4f0a601b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Thu, 8 Aug 2024 19:23:02 -0300
Subject: [PATCH 08/38] fix: change sync_get_file_content_dicts to use
 get_file_content_dicts (#3250)

feat: refactor sync_get_file_content_dicts to use get_file_content_dicts

Refactor the `sync_get_file_content_dicts` method in the `Message` class to use the `get_file_content_dicts` method instead. This change improves the code by using a more descriptive and accurate method name.
---
 src/backend/base/langflow/schema/message.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/backend/base/langflow/schema/message.py b/src/backend/base/langflow/schema/message.py
index bd1c3d848f39..53d7f014138b 100644
--- a/src/backend/base/langflow/schema/message.py
+++ b/src/backend/base/langflow/schema/message.py
@@ -164,7 +164,7 @@ def serialize_text(self, value):
         return value
 
     def sync_get_file_content_dicts(self):
-        coro = self.aget_file_content_dicts()
+        coro = self.get_file_content_dicts()
         loop = asyncio.get_event_loop()
         return loop.run_until_complete(coro)
 

From 56ecb18ef5feea651e85894c9803c090441f9131 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Fri, 9 Aug 2024 09:42:21 -0300
Subject: [PATCH 09/38] feat: Improve caching logic and add disk caching option
 (#3246)

* feat: add diskcache package version 5.6.3 to poetry.lock and pyproject.toml for improved caching functionality

* refactor: simplify CacheMiss import in cache service files for better clarity and maintainability

* feat: Add AsyncDiskCache class for disk-based caching

* feat: Add disk caching option in CacheServiceFactory with AsyncDiskCache

* feat: Restrict cache_type to specific literals: async, redis, memory, disk for enhanced type safety and clarity

* feat: Change get_requester_result to async await for proper async handling in Vertex class

* fix: Update outputs dictionary in ResultData class to use key-value pairs for better readability and maintainability

* fix: Improve caching logic in Graph class by ensuring vertex builds properly handle exceptions and cache updates more reliably

* feat: Add teardown method to AsyncDiskCache for clearing cache directory during cleanup process

* fix: Correct variable name in Graph class to ensure proper handling of vertex results in caching logic

* feat: Clear AsyncDiskCache on initialization to align behavior with in-memory cache until frontend handling is implemented
---
 src/backend/base/langflow/graph/graph/base.py | 58 ++++++-----
 src/backend/base/langflow/graph/schema.py     |  2 +-
 .../base/langflow/graph/vertex/base.py        |  2 +-
 .../base/langflow/services/cache/disk.py      | 96 +++++++++++++++++++
 .../base/langflow/services/cache/factory.py   |  6 ++
 .../base/langflow/services/cache/service.py   |  4 +-
 .../base/langflow/services/cache/utils.py     |  3 +
 .../base/langflow/services/settings/base.py   |  4 +-
 src/backend/base/poetry.lock                  | 13 ++-
 src/backend/base/pyproject.toml               |  1 +
 10 files changed, 157 insertions(+), 32 deletions(-)
 create mode 100644 src/backend/base/langflow/services/cache/disk.py

diff --git a/src/backend/base/langflow/graph/graph/base.py b/src/backend/base/langflow/graph/graph/base.py
index d1dbe1c71bd4..918ce23de023 100644
--- a/src/backend/base/langflow/graph/graph/base.py
+++ b/src/backend/base/langflow/graph/graph/base.py
@@ -1126,41 +1126,51 @@ async def build_vertex(
         self.run_manager.add_to_vertices_being_run(vertex_id)
         try:
             params = ""
-            if vertex.frozen:
+            should_build = False
+            if not vertex.frozen:
+                should_build = True
+            else:
                 # Check the cache for the vertex
                 if get_cache is not None:
                     cached_result = await get_cache(key=vertex.id)
                 else:
                     cached_result = None
                 if isinstance(cached_result, CacheMiss):
-                    await vertex.build(
-                        user_id=user_id, inputs=inputs_dict, fallback_to_env_vars=fallback_to_env_vars, files=files
-                    )
-                    if set_cache is not None:
-                        await set_cache(key=vertex.id, data=vertex)
-                if cached_result and not isinstance(cached_result, CacheMiss):
-                    cached_vertex = cached_result["result"]
-                    # Now set update the vertex with the cached vertex
-                    vertex._built = cached_vertex._built
-                    vertex.result = cached_vertex.result
-                    vertex.results = cached_vertex.results
-                    vertex.artifacts = cached_vertex.artifacts
-                    vertex._built_object = cached_vertex._built_object
-                    vertex._custom_component = cached_vertex._custom_component
-                    if vertex.result is not None:
-                        vertex.result.used_frozen_result = True
+                    should_build = True
                 else:
-                    await vertex.build(
-                        user_id=user_id, inputs=inputs_dict, fallback_to_env_vars=fallback_to_env_vars, files=files
-                    )
-                    if set_cache is not None:
-                        await set_cache(key=vertex.id, data=vertex)
-            else:
+                    try:
+                        cached_vertex_dict = cached_result["result"]
+                        # Now set update the vertex with the cached vertex
+                        vertex._built = cached_vertex_dict["_built"]
+                        vertex.artifacts = cached_vertex_dict["artifacts"]
+                        vertex._built_object = cached_vertex_dict["_built_object"]
+                        vertex._built_result = cached_vertex_dict["_built_result"]
+                        vertex._data = cached_vertex_dict["_data"]
+                        vertex.results = cached_vertex_dict["results"]
+                        try:
+                            vertex._finalize_build()
+                            if vertex.result is not None:
+                                vertex.result.used_frozen_result = True
+                        except Exception:
+                            should_build = True
+                    except KeyError:
+                        should_build = True
+
+            if should_build:
                 await vertex.build(
                     user_id=user_id, inputs=inputs_dict, fallback_to_env_vars=fallback_to_env_vars, files=files
                 )
                 if set_cache is not None:
-                    await set_cache(key=vertex.id, data=vertex)
+                    vertex_dict = {
+                        "_built": vertex._built,
+                        "results": vertex.results,
+                        "artifacts": vertex.artifacts,
+                        "_built_object": vertex._built_object,
+                        "_built_result": vertex._built_result,
+                        "_data": vertex._data,
+                    }
+
+                    await set_cache(key=vertex.id, data=vertex_dict)
 
             if vertex.result is not None:
                 params = f"{vertex._built_object_repr()}{params}"
diff --git a/src/backend/base/langflow/graph/schema.py b/src/backend/base/langflow/graph/schema.py
index eab0040c6d3b..fdabcdaaa64a 100644
--- a/src/backend/base/langflow/graph/schema.py
+++ b/src/backend/base/langflow/graph/schema.py
@@ -43,7 +43,7 @@ def validate_model(cls, values):
                     stream_url = StreamURL(location=message["stream_url"])
                     values["outputs"].update({key: OutputValue(message=stream_url, type=message["type"])})
                 elif "type" in message:
-                    values["outputs"].update({OutputValue(message=message, type=message["type"])})
+                    values["outputs"].update({key: OutputValue(message=message, type=message["type"])})
         return values
 
 
diff --git a/src/backend/base/langflow/graph/vertex/base.py b/src/backend/base/langflow/graph/vertex/base.py
index 8284736acf3d..0b7941734b48 100644
--- a/src/backend/base/langflow/graph/vertex/base.py
+++ b/src/backend/base/langflow/graph/vertex/base.py
@@ -753,7 +753,7 @@ async def build(
                 return
 
             if self.frozen and self._built:
-                return self.get_requester_result(requester)
+                return await self.get_requester_result(requester)
             elif self._built and requester is not None:
                 # This means that the vertex has already been built
                 # and we are just getting the result for the requester
diff --git a/src/backend/base/langflow/services/cache/disk.py b/src/backend/base/langflow/services/cache/disk.py
new file mode 100644
index 000000000000..dbbd85f1335c
--- /dev/null
+++ b/src/backend/base/langflow/services/cache/disk.py
@@ -0,0 +1,96 @@
+import asyncio
+import pickle
+import time
+from typing import Generic, Optional
+
+from diskcache import Cache
+from loguru import logger
+
+from langflow.services.cache.base import AsyncBaseCacheService, AsyncLockType
+from langflow.services.cache.utils import CACHE_MISS
+
+
+class AsyncDiskCache(AsyncBaseCacheService, Generic[AsyncLockType]):  # type: ignore
+    def __init__(self, cache_dir, max_size=None, expiration_time=3600):
+        self.cache = Cache(cache_dir)
+        # Let's clear the cache for now to maintain a similar
+        # behavior as the in-memory cache
+        # Later we should implement endpoints for the frontend to grab
+        # output logs from the cache
+        if len(self.cache) > 0:
+            self.cache.clear()
+        self.lock = asyncio.Lock()
+        self.max_size = max_size
+        self.expiration_time = expiration_time
+
+    async def get(self, key, lock: Optional[asyncio.Lock] = None):
+        if not lock:
+            async with self.lock:
+                return await self._get(key)
+        else:
+            return await self._get(key)
+
+    async def _get(self, key):
+        item = await asyncio.to_thread(self.cache.get, key, default=None)
+        if item:
+            if time.time() - item["time"] < self.expiration_time:
+                await asyncio.to_thread(self.cache.touch, key)  # Refresh the expiry time
+                return pickle.loads(item["value"]) if isinstance(item["value"], bytes) else item["value"]
+            else:
+                logger.info(f"Cache item for key '{key}' has expired and will be deleted.")
+                await self._delete(key)  # Log before deleting the expired item
+        return CACHE_MISS
+
+    async def set(self, key, value, lock: Optional[asyncio.Lock] = None):
+        if not lock:
+            async with self.lock:
+                await self._set(key, value)
+        else:
+            await self._set(key, value)
+
+    async def _set(self, key, value):
+        if self.max_size and len(self.cache) >= self.max_size:
+            await asyncio.to_thread(self.cache.cull)
+        item = {"value": pickle.dumps(value) if not isinstance(value, (str, bytes)) else value, "time": time.time()}
+        await asyncio.to_thread(self.cache.set, key, item)
+
+    async def delete(self, key, lock: Optional[asyncio.Lock] = None):
+        if not lock:
+            async with self.lock:
+                await self._delete(key)
+        else:
+            await self._delete(key)
+
+    async def _delete(self, key):
+        await asyncio.to_thread(self.cache.delete, key)
+
+    async def clear(self, lock: Optional[asyncio.Lock] = None):
+        if not lock:
+            async with self.lock:
+                await self._clear()
+        else:
+            await self._clear()
+
+    async def _clear(self):
+        await asyncio.to_thread(self.cache.clear)
+
+    async def upsert(self, key, value, lock: Optional[asyncio.Lock] = None):
+        if not lock:
+            async with self.lock:
+                await self._upsert(key, value)
+        else:
+            await self._upsert(key, value)
+
+    async def _upsert(self, key, value):
+        existing_value = await self.get(key)
+        if existing_value is not CACHE_MISS and isinstance(existing_value, dict) and isinstance(value, dict):
+            existing_value.update(value)
+            value = existing_value
+        await self.set(key, value)
+
+    def __contains__(self, key):
+        return asyncio.run(asyncio.to_thread(self.cache.__contains__, key))
+
+    async def teardown(self):
+        # Clean up the cache directory
+        self.cache.clear(retry=True)
diff --git a/src/backend/base/langflow/services/cache/factory.py b/src/backend/base/langflow/services/cache/factory.py
index 5cc6b12afe0e..74364dbfc0e5 100644
--- a/src/backend/base/langflow/services/cache/factory.py
+++ b/src/backend/base/langflow/services/cache/factory.py
@@ -1,5 +1,6 @@
 from typing import TYPE_CHECKING
 
+from langflow.services.cache.disk import AsyncDiskCache
 from langflow.services.cache.service import AsyncInMemoryCache, CacheService, RedisCache, ThreadingInMemoryCache
 from langflow.services.factory import ServiceFactory
 from langflow.utils.logger import logger
@@ -36,3 +37,8 @@ def create(self, settings_service: "SettingsService"):
             return ThreadingInMemoryCache(expiration_time=settings_service.settings.cache_expire)
         elif settings_service.settings.cache_type == "async":
             return AsyncInMemoryCache(expiration_time=settings_service.settings.cache_expire)
+        elif settings_service.settings.cache_type == "disk":
+            return AsyncDiskCache(
+                cache_dir=settings_service.settings.config_dir,
+                expiration_time=settings_service.settings.cache_expire,
+            )
diff --git a/src/backend/base/langflow/services/cache/service.py b/src/backend/base/langflow/services/cache/service.py
index 3d4131c239c1..021c33f90281 100644
--- a/src/backend/base/langflow/services/cache/service.py
+++ b/src/backend/base/langflow/services/cache/service.py
@@ -8,9 +8,7 @@
 from loguru import logger
 
 from langflow.services.cache.base import AsyncBaseCacheService, AsyncLockType, CacheService, LockType
-from langflow.services.cache.utils import CacheMiss
-
-CACHE_MISS = CacheMiss()
+from langflow.services.cache.utils import CACHE_MISS
 
 
 class ThreadingInMemoryCache(CacheService, Generic[LockType]):  # type: ignore
diff --git a/src/backend/base/langflow/services/cache/utils.py b/src/backend/base/langflow/services/cache/utils.py
index a89963f5681c..c2f3c961124c 100644
--- a/src/backend/base/langflow/services/cache/utils.py
+++ b/src/backend/base/langflow/services/cache/utils.py
@@ -166,3 +166,6 @@ def update_build_status(cache_service, flow_id: str, status: "BuildStatus"):
     cache_service[flow_id] = cached_flow
     cached_flow["status"] = status
     cache_service[flow_id] = cached_flow
+
+
+CACHE_MISS = CacheMiss()
diff --git a/src/backend/base/langflow/services/settings/base.py b/src/backend/base/langflow/services/settings/base.py
index 658edd57e1c7..88c2a64b49fe 100644
--- a/src/backend/base/langflow/services/settings/base.py
+++ b/src/backend/base/langflow/services/settings/base.py
@@ -3,7 +3,7 @@
 import os
 from pathlib import Path
 from shutil import copy2
-from typing import Any, List, Optional, Tuple, Type
+from typing import Any, List, Literal, Optional, Tuple, Type
 
 import orjson
 import yaml
@@ -79,7 +79,7 @@ class Settings(BaseSettings):
     """SQLite pragmas to use when connecting to the database."""
 
     # cache configuration
-    cache_type: str = "async"
+    cache_type: Literal["async", "redis", "memory", "disk"] = "async"
     """The cache type can be 'async' or 'redis'."""
     cache_expire: int = 3600
     """The cache expire in seconds."""
diff --git a/src/backend/base/poetry.lock b/src/backend/base/poetry.lock
index e52b0c5b7754..8deb46e0bfab 100644
--- a/src/backend/base/poetry.lock
+++ b/src/backend/base/poetry.lock
@@ -1208,6 +1208,17 @@ files = [
 graph = ["objgraph (>=1.7.2)"]
 profile = ["gprof2dot (>=2022.7.29)"]
 
+[[package]]
+name = "diskcache"
+version = "5.6.3"
+description = "Disk Cache -- Disk and file backed persistent cache."
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"},
+    {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"},
+]
+
 [[package]]
 name = "distlib"
 version = "0.3.8"
@@ -7654,4 +7665,4 @@ local = []
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "747dad35b9e5b1338a989ea6bfd4ac3465ba34f792639aeabda3c1ca9b40c689"
+content-hash = "fe6710d7325bc2cceeaa298d94d6f1157cfe1533c2acbabe3ecdca5594d9e007"
diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml
index d98c673e0767..a8de78d9e01f 100644
--- a/src/backend/base/pyproject.toml
+++ b/src/backend/base/pyproject.toml
@@ -79,6 +79,7 @@ filelock = "^3.15.4"
 grandalf = "^0.8.0"
 crewai = "^0.36.0"
 spider-client = "^0.0.27"
+diskcache = "^5.6.3"
 
 
 [tool.poetry.extras]

From 645c723d21aec1011bfe8d48c3a76537940ae385 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Fri, 9 Aug 2024 10:59:49 -0300
Subject: [PATCH 10/38] feat: start using dev mode flag and add exception
 filter in logger (#3260)

* refactor: reorganize logger module and add setup.py for logging configuration

* refactor: update logger import path to align with recent module restructuring

* refactor: add logging configuration parameter to Graph initialization for improved logging setup flexibility

* feat: create logging init module for improved logger configuration and management

* refactor: update Settings class to include development mode flag and associated validator for enhanced configuration management

* refactor: enhance logger.py with DEV mode handling and TypedDict for log configuration settings

* feat: add settings module with DEV mode flag and helper functions for setting development state

* refactor: update flow assertions in tests to check for Data object type instead of Flow object type

* feat: add deepcopy method to Graph class to copy start and end components, ensuring proper graph cloning functionality

* feat: implement deepcopy method in Component class for proper cloning of inputs and configuration attributes

* feat: enhance attribute access in Component class to support backwards-compatible private attributes retrieval

* feat: improve test assertion for list_flows in custom component to display types of returned objects for better debugging

* feat: refactor imports in constants.py and remove redundant Data class definition for cleaner code structure

* feat: refactor imports in logger.py to include NotRequired from typing_extensions for better type hinting support
---
 src/backend/base/langflow/__main__.py         |  2 +-
 src/backend/base/langflow/api/log_router.py   |  2 +-
 .../custom/custom_component/component.py      | 24 ++++++++++
 .../base/langflow/field_typing/constants.py   |  7 +--
 src/backend/base/langflow/graph/graph/base.py | 44 ++++++++++++++++++-
 src/backend/base/langflow/load/load.py        |  2 +-
 src/backend/base/langflow/logging/__init__.py |  4 ++
 .../langflow/{utils => logging}/logger.py     | 16 ++++++-
 src/backend/base/langflow/logging/setup.py    | 16 +++++++
 src/backend/base/langflow/main.py             |  2 +-
 src/backend/base/langflow/server.py           |  2 +-
 .../base/langflow/services/cache/factory.py   |  2 +-
 .../base/langflow/services/settings/base.py   |  9 ++++
 src/backend/base/langflow/settings.py         | 10 +++++
 src/backend/base/langflow/utils/util.py       |  2 +-
 .../unit/test_custom_component_with_client.py |  6 ++-
 src/backend/tests/unit/test_logger.py         |  2 +-
 17 files changed, 133 insertions(+), 19 deletions(-)
 create mode 100644 src/backend/base/langflow/logging/__init__.py
 rename src/backend/base/langflow/{utils => logging}/logger.py (95%)
 create mode 100644 src/backend/base/langflow/logging/setup.py
 create mode 100644 src/backend/base/langflow/settings.py

diff --git a/src/backend/base/langflow/__main__.py b/src/backend/base/langflow/__main__.py
index 25e1ca4bfd23..c342bf218922 100644
--- a/src/backend/base/langflow/__main__.py
+++ b/src/backend/base/langflow/__main__.py
@@ -26,7 +26,7 @@
 from langflow.services.deps import get_db_service, get_settings_service, session_scope
 from langflow.services.settings.constants import DEFAULT_SUPERUSER
 from langflow.services.utils import initialize_services
-from langflow.utils.logger import configure, logger
+from langflow.logging.logger import configure, logger
 from langflow.utils.util import update_settings
 
 console = Console()
diff --git a/src/backend/base/langflow/api/log_router.py b/src/backend/base/langflow/api/log_router.py
index 45f7b3e510c6..4e4aa9a7dbad 100644
--- a/src/backend/base/langflow/api/log_router.py
+++ b/src/backend/base/langflow/api/log_router.py
@@ -5,7 +5,7 @@
 from fastapi import APIRouter, Query, HTTPException, Request
 from fastapi.responses import JSONResponse, StreamingResponse
 from http import HTTPStatus
-from langflow.utils.logger import log_buffer
+from langflow.logging.logger import log_buffer
 
 log_router = APIRouter(tags=["Log"])
 
diff --git a/src/backend/base/langflow/custom/custom_component/component.py b/src/backend/base/langflow/custom/custom_component/component.py
index 5a222e8a9610..997736bf8f53 100644
--- a/src/backend/base/langflow/custom/custom_component/component.py
+++ b/src/backend/base/langflow/custom/custom_component/component.py
@@ -1,4 +1,5 @@
 import inspect
+from copy import deepcopy
 from typing import TYPE_CHECKING, Any, Callable, ClassVar, List, Optional, Union, get_type_hints
 from uuid import UUID
 
@@ -34,6 +35,7 @@ class Component(CustomComponent):
     def __init__(self, **kwargs):
         # if key starts with _ it is a config
         # else it is an input
+
         inputs = {}
         config = {}
         for key, value in kwargs.items():
@@ -53,6 +55,8 @@ def __init__(self, **kwargs):
         config = config or {}
         if "_id" not in config:
             config |= {"_id": f"{self.__class__.__name__}-{nanoid.generate(size=5)}"}
+        self.__inputs = inputs
+        self.__config = config
         super().__init__(**config)
         if hasattr(self, "_trace_type"):
             self.trace_type = self._trace_type
@@ -66,6 +70,24 @@ def __init__(self, **kwargs):
         self._set_output_types()
         self.set_class_code()
 
+    def __deepcopy__(self, memo):
+        if id(self) in memo:
+            return memo[id(self)]
+        kwargs = deepcopy(self.__config)
+        kwargs["inputs"] = deepcopy(self.__inputs)
+        new_component = type(self)(**kwargs)
+        new_component._code = self._code
+        new_component._outputs = self._outputs
+        new_component._inputs = self._inputs
+        new_component._edges = self._edges
+        new_component._components = self._components
+        new_component._parameters = self._parameters
+        new_component._attributes = self._attributes
+        new_component._output_logs = self._output_logs
+        new_component._logs = self._logs
+        memo[id(self)] = new_component
+        return new_component
+
     def set_class_code(self):
         # Get the source code of the calling class
         if self._code:
@@ -331,6 +353,8 @@ def __getattr__(self, name: str) -> Any:
             return self.__dict__["_inputs"][name].value
         if name in BACKWARDS_COMPATIBLE_ATTRIBUTES:
             return self.__dict__[f"_{name}"]
+        if name.startswith("_") and name[1:] in BACKWARDS_COMPATIBLE_ATTRIBUTES:
+            return self.__dict__[name]
         raise AttributeError(f"{name} not found in {self.__class__.__name__}")
 
     def _set_input_value(self, name: str, value: Any):
diff --git a/src/backend/base/langflow/field_typing/constants.py b/src/backend/base/langflow/field_typing/constants.py
index a5857ee12d41..dfa8309e71cd 100644
--- a/src/backend/base/langflow/field_typing/constants.py
+++ b/src/backend/base/langflow/field_typing/constants.py
@@ -13,10 +13,11 @@
 from langchain_core.output_parsers import BaseOutputParser
 from langchain_core.prompts import BasePromptTemplate, ChatPromptTemplate, PromptTemplate
 from langchain_core.retrievers import BaseRetriever
-from langchain_core.tools import Tool, BaseTool
+from langchain_core.tools import BaseTool, Tool
 from langchain_core.vectorstores import VectorStore, VectorStoreRetriever
 from langchain_text_splitters import TextSplitter
 
+from langflow.schema.data import Data
 from langflow.schema.message import Message
 
 NestedDict: TypeAlias = Dict[str, Union[str, Dict]]
@@ -33,10 +34,6 @@ class Object:
     pass
 
 
-class Data:
-    pass
-
-
 class Code:
     pass
 
diff --git a/src/backend/base/langflow/graph/graph/base.py b/src/backend/base/langflow/graph/graph/base.py
index 918ce23de023..a47b11b998f5 100644
--- a/src/backend/base/langflow/graph/graph/base.py
+++ b/src/backend/base/langflow/graph/graph/base.py
@@ -2,12 +2,12 @@
 import copy
 import json
 import uuid
+import warnings
 from collections import defaultdict, deque
 from datetime import datetime, timezone
 from functools import partial
 from itertools import chain
 from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Tuple, Type, Union
-import warnings
 
 import nest_asyncio
 from loguru import logger
@@ -24,6 +24,7 @@
 from langflow.graph.vertex.base import Vertex, VertexStates
 from langflow.graph.vertex.schema import NodeData
 from langflow.graph.vertex.types import ComponentVertex, InterfaceVertex, StateVertex
+from langflow.logging.logger import LogConfig, configure
 from langflow.schema import Data
 from langflow.schema.schema import INPUT_FIELD_NAME, InputType
 from langflow.services.cache.utils import CacheMiss
@@ -47,6 +48,7 @@ def __init__(
         flow_id: Optional[str] = None,
         flow_name: Optional[str] = None,
         user_id: Optional[str] = None,
+        log_config: Optional[LogConfig] = None,
     ) -> None:
         """
         Initializes a new instance of the Graph class.
@@ -56,6 +58,11 @@ def __init__(
             edges (List[Dict[str, str]]): A list of dictionaries representing the edges of the graph.
             flow_id (Optional[str], optional): The ID of the flow. Defaults to None.
         """
+        if not log_config:
+            log_config = {"disable": False}
+        configure(**log_config)
+        self._start = start
+        self._end = end
         self._prepared = False
         self._runs = 0
         self._updates = 0
@@ -803,7 +810,6 @@ def __getstate__(self):
             "vertices_layers": self.vertices_layers,
             "vertices_to_run": self.vertices_to_run,
             "stop_vertex": self.stop_vertex,
-            "vertex_map": self.vertex_map,
             "_run_queue": self._run_queue,
             "_first_layer": self._first_layer,
             "_vertices": self._vertices,
@@ -814,6 +820,39 @@ def __getstate__(self):
             "_sorted_vertices_layers": self._sorted_vertices_layers,
         }
 
+    def __deepcopy__(self, memo):
+        # Check if we've already copied this instance
+        if id(self) in memo:
+            return memo[id(self)]
+
+        if self._start is not None and self._end is not None:
+            # Deep copy start and end components
+            start_copy = copy.deepcopy(self._start, memo)
+            end_copy = copy.deepcopy(self._end, memo)
+            new_graph = type(self)(
+                start_copy,
+                end_copy,
+                copy.deepcopy(self.flow_id, memo),
+                copy.deepcopy(self.flow_name, memo),
+                copy.deepcopy(self.user_id, memo),
+            )
+        else:
+            # Create a new graph without start and end, but copy flow_id, flow_name, and user_id
+            new_graph = type(self)(
+                None,
+                None,
+                copy.deepcopy(self.flow_id, memo),
+                copy.deepcopy(self.flow_name, memo),
+                copy.deepcopy(self.user_id, memo),
+            )
+            # Deep copy vertices and edges
+            new_graph.add_nodes_and_edges(copy.deepcopy(self._vertices, memo), copy.deepcopy(self._edges, memo))
+
+        # Store the newly created object in memo
+        memo[id(self)] = new_graph
+
+        return new_graph
+
     def __setstate__(self, state):
         run_manager = state["run_manager"]
         if isinstance(run_manager, RunnableVerticesManager):
@@ -821,6 +860,7 @@ def __setstate__(self, state):
         else:
             state["run_manager"] = RunnableVerticesManager.from_dict(run_manager)
         self.__dict__.update(state)
+        self.vertex_map = {vertex.id: vertex for vertex in self.vertices}
         self.state_manager = GraphStateManager()
         self.tracing_service = get_tracing_service()
         self.set_run_id(self._run_id)
diff --git a/src/backend/base/langflow/load/load.py b/src/backend/base/langflow/load/load.py
index b56f22c81b8e..972c2c7e7d5f 100644
--- a/src/backend/base/langflow/load/load.py
+++ b/src/backend/base/langflow/load/load.py
@@ -8,7 +8,7 @@
 from langflow.graph import Graph
 from langflow.graph.schema import RunOutputs
 from langflow.processing.process import process_tweaks, run_graph
-from langflow.utils.logger import configure
+from langflow.logging.logger import configure
 from langflow.utils.util import update_settings
 
 
diff --git a/src/backend/base/langflow/logging/__init__.py b/src/backend/base/langflow/logging/__init__.py
new file mode 100644
index 000000000000..b7d7bb5a1cf5
--- /dev/null
+++ b/src/backend/base/langflow/logging/__init__.py
@@ -0,0 +1,4 @@
+from .logger import configure, logger
+from .setup import disable_logging, enable_logging
+
+__all__ = ["configure", "logger", "disable_logging", "enable_logging"]
diff --git a/src/backend/base/langflow/utils/logger.py b/src/backend/base/langflow/logging/logger.py
similarity index 95%
rename from src/backend/base/langflow/utils/logger.py
rename to src/backend/base/langflow/logging/logger.py
index 55c33ce63c5c..01b146b68afe 100644
--- a/src/backend/base/langflow/utils/logger.py
+++ b/src/backend/base/langflow/logging/logger.py
@@ -2,15 +2,18 @@
 import logging
 import os
 import sys
-from pathlib import Path
 from collections import deque
+from pathlib import Path
 from threading import Lock, Semaphore
-from typing import Optional
+from typing import Optional, TypedDict
 
 import orjson
 from loguru import logger
 from platformdirs import user_cache_dir
 from rich.logging import RichHandler
+from typing_extensions import NotRequired
+
+from langflow.settings import DEV
 
 VALID_LOG_LEVELS = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"]
 
@@ -129,6 +132,15 @@ def serialize_log(record):
 
 def patching(record):
     record["extra"]["serialized"] = serialize_log(record)
+    if DEV is False:
+        record.pop("exception", None)
+
+
+class LogConfig(TypedDict):
+    log_level: NotRequired[str]
+    log_file: NotRequired[Path]
+    disable: NotRequired[bool]
+    log_env: NotRequired[str]
 
 
 def configure(
diff --git a/src/backend/base/langflow/logging/setup.py b/src/backend/base/langflow/logging/setup.py
new file mode 100644
index 000000000000..fdf1e22b6945
--- /dev/null
+++ b/src/backend/base/langflow/logging/setup.py
@@ -0,0 +1,16 @@
+from loguru import logger
+
+LOGGING_CONFIGURED = False
+
+
+def disable_logging():
+    global LOGGING_CONFIGURED
+    if not LOGGING_CONFIGURED:
+        logger.disable("langflow")
+        LOGGING_CONFIGURED = True
+
+
+def enable_logging():
+    global LOGGING_CONFIGURED
+    logger.enable("langflow")
+    LOGGING_CONFIGURED = True
diff --git a/src/backend/base/langflow/main.py b/src/backend/base/langflow/main.py
index e4a2611f8eec..b79f092bcf76 100644
--- a/src/backend/base/langflow/main.py
+++ b/src/backend/base/langflow/main.py
@@ -31,7 +31,7 @@
 from langflow.services.deps import get_cache_service, get_settings_service, get_telemetry_service
 from langflow.services.plugins.langfuse_plugin import LangfuseInstance
 from langflow.services.utils import initialize_services, teardown_services
-from langflow.utils.logger import configure
+from langflow.logging.logger import configure
 
 # Ignore Pydantic deprecation warnings from Langchain
 warnings.filterwarnings("ignore", category=PydanticDeprecatedSince20)
diff --git a/src/backend/base/langflow/server.py b/src/backend/base/langflow/server.py
index 67061fbdd7da..0c3a21a2e25f 100644
--- a/src/backend/base/langflow/server.py
+++ b/src/backend/base/langflow/server.py
@@ -6,7 +6,7 @@
 from gunicorn.app.base import BaseApplication  # type: ignore
 from uvicorn.workers import UvicornWorker
 
-from langflow.utils.logger import InterceptHandler  # type: ignore
+from langflow.logging.logger import InterceptHandler  # type: ignore
 
 
 class LangflowUvicornWorker(UvicornWorker):
diff --git a/src/backend/base/langflow/services/cache/factory.py b/src/backend/base/langflow/services/cache/factory.py
index 74364dbfc0e5..32bb94f872ff 100644
--- a/src/backend/base/langflow/services/cache/factory.py
+++ b/src/backend/base/langflow/services/cache/factory.py
@@ -3,7 +3,7 @@
 from langflow.services.cache.disk import AsyncDiskCache
 from langflow.services.cache.service import AsyncInMemoryCache, CacheService, RedisCache, ThreadingInMemoryCache
 from langflow.services.factory import ServiceFactory
-from langflow.utils.logger import logger
+from langflow.logging.logger import logger
 
 if TYPE_CHECKING:
     from langflow.services.settings.service import SettingsService
diff --git a/src/backend/base/langflow/services/settings/base.py b/src/backend/base/langflow/services/settings/base.py
index 88c2a64b49fe..592279af0766 100644
--- a/src/backend/base/langflow/services/settings/base.py
+++ b/src/backend/base/langflow/services/settings/base.py
@@ -66,6 +66,7 @@ class Settings(BaseSettings):
     """Define if langflow database should be saved in LANGFLOW_CONFIG_DIR or in the langflow directory (i.e. in the package directory)."""
 
     dev: bool = False
+    """If True, Langflow will run in development mode."""
     database_url: Optional[str] = None
     """Database URL for Langflow. If not provided, Langflow will use a SQLite database."""
     pool_size: int = 10
@@ -151,6 +152,14 @@ class Settings(BaseSettings):
     vertex_builds_storage_enabled: bool = True
     """If set to True, Langflow will keep track of each vertex builds (outputs) in the UI for any flow."""
 
+    @field_validator("dev")
+    @classmethod
+    def set_dev(cls, value):
+        from langflow.settings import set_dev
+
+        set_dev(value)
+        return value
+
     @field_validator("user_agent", mode="after")
     @classmethod
     def set_user_agent(cls, value):
diff --git a/src/backend/base/langflow/settings.py b/src/backend/base/langflow/settings.py
new file mode 100644
index 000000000000..9a1d985c359b
--- /dev/null
+++ b/src/backend/base/langflow/settings.py
@@ -0,0 +1,10 @@
+DEV = False
+
+
+def _set_dev(value):
+    global DEV
+    DEV = value
+
+
+def set_dev(value):
+    _set_dev(value)
diff --git a/src/backend/base/langflow/utils/util.py b/src/backend/base/langflow/utils/util.py
index 1c91869041f3..cb3eec752d03 100644
--- a/src/backend/base/langflow/utils/util.py
+++ b/src/backend/base/langflow/utils/util.py
@@ -12,7 +12,7 @@
 from langflow.services.deps import get_settings_service
 from langflow.template.frontend_node.constants import FORCE_SHOW_FIELDS
 from langflow.utils import constants
-from langflow.utils.logger import logger
+from langflow.logging.logger import logger
 
 
 def unescape_string(s: str):
diff --git a/src/backend/tests/unit/test_custom_component_with_client.py b/src/backend/tests/unit/test_custom_component_with_client.py
index 3be2ce657f20..ab8e7859e80f 100644
--- a/src/backend/tests/unit/test_custom_component_with_client.py
+++ b/src/backend/tests/unit/test_custom_component_with_client.py
@@ -1,7 +1,7 @@
 import pytest
 
 from langflow.custom.custom_component.custom_component import CustomComponent
-from langflow.services.database.models.flow import Flow
+from langflow.field_typing.constants import Data
 
 
 @pytest.fixture
@@ -20,4 +20,6 @@ def component(client, active_user):
 
 def test_list_flows_flow_objects(component):
     flows = component.list_flows()
-    assert all(isinstance(flow, Flow) for flow in flows)
+    are_flows = [isinstance(flow, Data) for flow in flows]
+    flow_types = [type(flow) for flow in flows]
+    assert all(are_flows), f"Expected all flows to be Data objects, got {flow_types}"
diff --git a/src/backend/tests/unit/test_logger.py b/src/backend/tests/unit/test_logger.py
index 34414fc617f8..e86c703d23cd 100644
--- a/src/backend/tests/unit/test_logger.py
+++ b/src/backend/tests/unit/test_logger.py
@@ -2,7 +2,7 @@
 import os
 import json
 from unittest.mock import patch
-from langflow.utils.logger import SizedLogBuffer
+from langflow.logging.logger import SizedLogBuffer
 
 
 @pytest.fixture

From d0484ba41212f259b40a01e9fc9abafc75695c5b Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Fri, 9 Aug 2024 11:15:35 -0300
Subject: [PATCH 11/38] fix: enhance error handling in build_flow and add error
 handling for Flow build (#3259)

* feat: add error handling for Flow build

The code changes in `buildUtils.ts` add error handling for the Flow build process. It includes a new case for handling errors in the switch statement, which displays the error message and triggers the `onBuildError` function. This change ensures that errors during the Flow build are properly handled and the build process is stopped.

* feat: enhance error handling in build_flow to capture and report HTTP exceptions in the flow building process
---
 src/backend/base/langflow/api/v1/chat.py | 15 ++++++++++++++-
 src/frontend/src/utils/buildUtils.ts     |  8 ++++++++
 2 files changed, 22 insertions(+), 1 deletion(-)

diff --git a/src/backend/base/langflow/api/v1/chat.py b/src/backend/base/langflow/api/v1/chat.py
index 143937d1d146..49bf23410dfc 100644
--- a/src/backend/base/langflow/api/v1/chat.py
+++ b/src/backend/base/langflow/api/v1/chat.py
@@ -356,10 +356,23 @@ async def event_generator(queue: asyncio.Queue, client_consumed_queue: asyncio.Q
             except asyncio.CancelledError:
                 vertices_task.cancel()
                 return
+            except Exception as e:
+                if isinstance(e, HTTPException):
+                    send_event("error", {"error": str(e.detail), "statusCode": e.status_code}, queue)
+                    raise e
+                send_event("error", {"error": str(e)}, queue)
+                raise e
 
             ids, vertices_to_run, graph = vertices_task.result()
         else:
-            ids, vertices_to_run, graph = await build_graph_and_get_order()
+            try:
+                ids, vertices_to_run, graph = await build_graph_and_get_order()
+            except Exception as e:
+                if isinstance(e, HTTPException):
+                    send_event("error", {"error": str(e.detail), "statusCode": e.status_code}, queue)
+                    raise e
+                send_event("error", {"error": str(e)}, queue)
+                raise e
         send_event("vertices_sorted", {"ids": ids, "to_run": vertices_to_run}, queue)
         await client_consumed_queue.get()
 
diff --git a/src/frontend/src/utils/buildUtils.ts b/src/frontend/src/utils/buildUtils.ts
index 969138598ee4..77dbb8054e75 100644
--- a/src/frontend/src/utils/buildUtils.ts
+++ b/src/frontend/src/utils/buildUtils.ts
@@ -264,6 +264,14 @@ export async function buildFlowVertices({
         useFlowStore.getState().setIsBuilding(false);
         return true;
       }
+      case "error": {
+        const errorMessage = data.error;
+        console.log(data);
+        onBuildError!("Error Running Flow", [errorMessage], []);
+        buildResults.push(false);
+        useFlowStore.getState().setIsBuilding(false);
+        return true;
+      }
       default:
         return true;
     }

From b0f80e463834d716ad221a8229c871e88bb3baf8 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Fri, 9 Aug 2024 11:46:15 -0300
Subject: [PATCH 12/38] feat: add log_builds parameter to build_flow for
 optional vertex build logging (#3262)

---
 src/backend/base/langflow/api/v1/chat.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/backend/base/langflow/api/v1/chat.py b/src/backend/base/langflow/api/v1/chat.py
index 49bf23410dfc..2156b62b9ba7 100644
--- a/src/backend/base/langflow/api/v1/chat.py
+++ b/src/backend/base/langflow/api/v1/chat.py
@@ -146,6 +146,7 @@ async def build_flow(
     files: Optional[list[str]] = None,
     stop_component_id: Optional[str] = None,
     start_component_id: Optional[str] = None,
+    log_builds: Optional[bool] = True,
     chat_service: "ChatService" = Depends(get_chat_service),
     current_user=Depends(get_current_active_user),
     telemetry_service: "TelemetryService" = Depends(get_telemetry_service),
@@ -250,7 +251,7 @@ async def _build_vertex(vertex_id: str, graph: "Graph") -> VertexBuildResponse:
             result_data_response.message = artifacts
 
             # Log the vertex build
-            if not vertex.will_stream:
+            if not vertex.will_stream and log_builds:
                 background_tasks.add_task(
                     log_vertex_build,
                     flow_id=flow_id_str,

From 5ce8cbda9b65cdc37380da4cc5b05f0da56b4004 Mon Sep 17 00:00:00 2001
From: goliath-yamon <141193714+goliath-yamon@users.noreply.github.com>
Date: Fri, 9 Aug 2024 16:30:23 +0100
Subject: [PATCH 13/38] Refactored and improved PythonCodeStructuredTool,
 SearXNGTool, and RunnableExecutor (#3239)

* enhancement: Update PythonCodeStructuredTool to create inputs automatically and accept global variables

* [autofix.ci] apply automated fixes

* feat: Create a tool to search using SearXNG

* [autofix.ci] apply automated fixes

* refactor: reorganize imports and type annotations in PythonCodeStructuredTool.py for clarity and consistency

* refactor: clean up imports and enhance type annotations in SearXNGTool.py for improved readability and type safety

* refactor: Improved PythonCodeStructuredTool to allow arguments to have any types

* refactor: Formatted and refactored SearXNGTool

* refactor: Allowed RunnableExecutor to stream output and changed its build method to asynchronous.

---------

Co-authored-by: Haseong Kim <dynaferkim@gmail.com>
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
---
 .../components/prototypes/RunnableExecutor.py |  25 +-
 .../tools/PythonCodeStructuredTool.py         | 358 ++++++++++++++----
 .../langflow/components/tools/SearXNGTool.py  | 141 +++++++
 .../langflow/components/tools/__init__.py     |   2 +
 4 files changed, 450 insertions(+), 76 deletions(-)
 create mode 100644 src/backend/base/langflow/components/tools/SearXNGTool.py

diff --git a/src/backend/base/langflow/components/prototypes/RunnableExecutor.py b/src/backend/base/langflow/components/prototypes/RunnableExecutor.py
index 8aec1886f95c..0e872080afbf 100644
--- a/src/backend/base/langflow/components/prototypes/RunnableExecutor.py
+++ b/src/backend/base/langflow/components/prototypes/RunnableExecutor.py
@@ -1,7 +1,8 @@
 from langflow.custom import Component
-from langflow.inputs import HandleInput, MessageTextInput
+from langflow.inputs import HandleInput, MessageTextInput, BoolInput
 from langflow.schema.message import Message
 from langflow.template import Output
+from langchain.agents import AgentExecutor
 
 
 class RunnableExecComponent(Component):
@@ -30,6 +31,11 @@ class RunnableExecComponent(Component):
             value="output",
             advanced=True,
         ),
+        BoolInput(
+            name="use_stream",
+            display_name="Stream",
+            value=False,
+        ),
     ]
 
     outputs = [
@@ -108,11 +114,24 @@ def get_input_dict(self, runnable, input_key, input_value):
                 status = f"Warning: The input key is not '{input_key}'. The input key is '{runnable.input_keys}'."
         return input_dict, status
 
-    def build_executor(self) -> Message:
+    async def build_executor(self) -> Message:
         input_dict, status = self.get_input_dict(self.runnable, self.input_key, self.input_value)
-        result = self.runnable.invoke(input_dict)
+        if not isinstance(self.runnable, AgentExecutor):
+            raise ValueError("The runnable must be an AgentExecutor")
+
+        if self.use_stream:
+            return self.astream_events(input_dict)
+        else:
+            result = await self.runnable.ainvoke(input_dict)
         result_value, _status = self.get_output(result, self.input_key, self.output_key)
         status += _status
         status += f"\n\nOutput: {result_value}\n\nRaw Output: {result}"
         self.status = status
         return result_value
+
+    async def astream_events(self, input):
+        async for event in self.runnable.astream_events(input, version="v1"):
+            if event.get("event") != "on_chat_model_stream":
+                continue
+
+            yield event.get("data").get("chunk")
diff --git a/src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py b/src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py
index 3d70785458ce..0a0e35ae3289 100644
--- a/src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py
+++ b/src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py
@@ -1,95 +1,307 @@
 import ast
-from typing import Any, Dict, List, Optional
+import json
+from typing import Any
 
 from langchain.agents import Tool
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.inputs.inputs import MultilineInput, MessageTextInput, BoolInput, DropdownInput, HandleInput, FieldTypes
 from langchain_core.tools import StructuredTool
+from langflow.io import Output
 
-from langflow.custom import CustomComponent
 from langflow.schema.dotdict import dotdict
+from langflow.schema import Data
 
+from pydantic.v1 import Field, create_model
+from pydantic.v1.fields import Undefined
 
-class PythonCodeStructuredTool(CustomComponent):
-    display_name = "PythonCodeTool"
+
+class PythonCodeStructuredTool(LCToolComponent):
+    DEFAULT_KEYS = [
+        "code",
+        "_type",
+        "text_key",
+        "tool_code",
+        "tool_name",
+        "tool_description",
+        "return_direct",
+        "tool_function",
+        "global_variables",
+        "_classes",
+        "_functions",
+    ]
+    display_name = "Python Code Structured Tool"
     description = "structuredtool dataclass code to tool"
     documentation = "https://python.langchain.com/docs/modules/tools/custom_tools/#structuredtool-dataclass"
     name = "PythonCodeStructuredTool"
     icon = "🐍"
-    field_order = ["name", "description", "tool_code", "return_direct", "tool_function", "tool_class"]
-
-    def build_config(self) -> Dict[str, Any]:
-        return {
-            "tool_code": {
-                "display_name": "Tool Code",
-                "info": "Enter the dataclass code.",
-                "placeholder": "def my_function(args):\n    pass",
-                "multiline": True,
-                "refresh_button": True,
-                "field_type": "code",
-            },
-            "name": {
-                "display_name": "Tool Name",
-                "info": "Enter the name of the tool.",
-            },
-            "description": {
-                "display_name": "Description",
-                "info": "Provide a brief description of what the tool does.",
-            },
-            "return_direct": {
-                "display_name": "Return Directly",
-                "info": "Should the tool return the function output directly?",
-            },
-            "tool_function": {
-                "display_name": "Tool Function",
-                "info": "Select the function for additional expressions.",
-                "options": [],
-                "refresh_button": True,
-            },
-            "tool_class": {
-                "display_name": "Tool Class",
-                "info": "Select the class for additional expressions.",
-                "options": [],
-                "refresh_button": True,
-                "required": False,
-            },
-        }
-
-    def parse_source_name(self, code: str) -> Dict:
-        parsed_code = ast.parse(code)
-        class_names = [node.name for node in parsed_code.body if isinstance(node, ast.ClassDef)]
-        function_names = [node.name for node in parsed_code.body if isinstance(node, ast.FunctionDef)]
-        return {"class": class_names, "function": function_names}
+    field_order = ["name", "description", "tool_code", "return_direct", "tool_function"]
+
+    inputs = [
+        MultilineInput(
+            name="tool_code",
+            display_name="Tool Code",
+            info="Enter the dataclass code.",
+            placeholder="def my_function(args):\n    pass",
+            required=True,
+            real_time_refresh=True,
+            refresh_button=True,
+        ),
+        MessageTextInput(name="tool_name", display_name="Tool Name", info="Enter the name of the tool.", required=True),
+        MessageTextInput(
+            name="tool_description",
+            display_name="Description",
+            info="Enter the description of the tool.",
+            required=True,
+        ),
+        BoolInput(
+            name="return_direct",
+            display_name="Return Directly",
+            info="Should the tool return the function output directly?",
+        ),
+        DropdownInput(
+            name="tool_function",
+            display_name="Tool Function",
+            info="Select the function for additional expressions.",
+            options=[],
+            required=True,
+            real_time_refresh=True,
+            refresh_button=True,
+        ),
+        HandleInput(
+            name="global_variables",
+            display_name="Global Variables",
+            info="Enter the global variables or Create Data Component.",
+            input_types=["Data"],
+            field_type=FieldTypes.DICT,
+            is_list=True,
+        ),
+        MessageTextInput(name="_classes", display_name="Classes", advanced=True),
+        MessageTextInput(name="_functions", display_name="Functions", advanced=True),
+    ]
+
+    outputs = [
+        Output(display_name="Tool", name="result_tool", method="build_tool"),
+    ]
 
     def update_build_config(self, build_config: dotdict, field_value: Any, field_name: str | None = None) -> dotdict:
-        if field_name == "tool_code" or field_name == "tool_function" or field_name == "tool_class":
-            try:
-                names = self.parse_source_name(build_config.tool_code.value)
-                build_config.tool_class.options = names["class"]
-                build_config.tool_function.options = names["function"]
-            except Exception as e:
-                self.status = f"Failed to extract class names: {str(e)}"
-                build_config.tool_class.options = ["Failed to parse", str(e)]
-                build_config.tool_function.options = []
+        if field_name is None:
+            return build_config
+
+        if field_name != "tool_code" and field_name != "tool_function":
+            return build_config
+
+        try:
+            named_functions = {}
+            [classes, functions] = self._parse_code(build_config["tool_code"]["value"])
+            existing_fields = {}
+            if len(build_config) > len(self.DEFAULT_KEYS):
+                for key in build_config.copy():
+                    if key not in self.DEFAULT_KEYS:
+                        existing_fields[key] = build_config.pop(key)
+
+            names = []
+            for func in functions:
+                named_functions[func["name"]] = func
+                names.append(func["name"])
+
+                for arg in func["args"]:
+                    field_name = f"{func['name']}|{arg['name']}"
+                    if field_name in existing_fields:
+                        build_config[field_name] = existing_fields[field_name]
+                        continue
+
+                    field = MessageTextInput(
+                        display_name=f"{arg['name']}: Description",
+                        name=field_name,
+                        info=f"Enter the description for {arg['name']}",
+                        required=True,
+                    )
+                    build_config[field_name] = field.to_dict()
+            build_config["_functions"]["value"] = json.dumps(named_functions)
+            build_config["_classes"]["value"] = json.dumps(classes)
+            build_config["tool_function"]["options"] = names
+        except Exception as e:
+            self.status = f"Failed to extract names: {str(e)}"
+            build_config["tool_function"]["options"] = ["Failed to parse", str(e)]
         return build_config
 
-    async def build(
-        self,
-        tool_code: str,
-        name: str,
-        description: str,
-        tool_function: List[str],
-        return_direct: bool,
-        tool_class: Optional[List[str]] = None,
-    ) -> Tool:
-        local_namespace = {}  # type: ignore
-        exec(tool_code, globals(), local_namespace)
+    async def build_tool(self) -> Tool:
+        _local_namespace = {}  # type: ignore
+        modules = self._find_imports(self.tool_code)
+        import_code = ""
+        for module in modules["imports"]:
+            import_code += f"global {module}\nimport {module}\n"
+        for from_module in modules["from_imports"]:
+            for alias in from_module.names:
+                import_code += f"global {alias.name}\n"
+            import_code += (
+                f"from {from_module.module} import {', '.join([alias.name for alias in from_module.names])}\n"
+            )
+        exec(import_code, globals())
+        exec(self.tool_code, globals(), _local_namespace)
+
+        class PythonCodeToolFunc:
+            params: dict = {}
+
+            def run(**kwargs):
+                for key in kwargs:
+                    if key not in PythonCodeToolFunc.params:
+                        PythonCodeToolFunc.params[key] = kwargs[key]
+                return _local_namespace[self.tool_function](**PythonCodeToolFunc.params)
+
+        _globals = globals()
+        _local = {}  # type: ignore
+        _local[self.tool_function] = PythonCodeToolFunc
+        _globals.update(_local)
+
+        if isinstance(self.global_variables, list):
+            for data in self.global_variables:
+                if isinstance(data, Data):
+                    _globals.update(data.data)
+        elif isinstance(self.global_variables, dict):
+            _globals.update(self.global_variables)
+
+        classes = json.loads(self._attributes["_classes"])
+        for class_dict in classes:
+            exec("\n".join(class_dict["code"]), _globals)
+
+        named_functions = json.loads(self._attributes["_functions"])
+        schema_fields = {}
+
+        for attr in self._attributes:
+            if attr in self.DEFAULT_KEYS:
+                continue
+
+            func_name = attr.split("|")[0]
+            field_name = attr.split("|")[1]
+            func_arg = self._find_arg(named_functions, func_name, field_name)
+            if func_arg is None:
+                raise Exception(f"Failed to find arg: {field_name}")
+
+            field_annotation = func_arg["annotation"]
+            field_description = self._get_value(self._attributes[attr], str)
 
-        func = local_namespace[tool_function]
-        _class = None
+            if field_annotation:
+                exec(f"temp_annotation_type = {field_annotation}", _globals)
+                schema_annotation = _globals["temp_annotation_type"]
+            else:
+                schema_annotation = Any
+            schema_fields[field_name] = (
+                schema_annotation,
+                Field(
+                    default=func_arg["default"] if "default" in func_arg else Undefined, description=field_description
+                ),
+            )
 
-        if tool_class:
-            _class = local_namespace[tool_class]
+        if "temp_annotation_type" in _globals:
+            _globals.pop("temp_annotation_type")
+
+        PythonCodeToolSchema = None
+        if schema_fields:
+            PythonCodeToolSchema = create_model("PythonCodeToolSchema", **schema_fields)  # type: ignore
 
         tool = StructuredTool.from_function(
-            func=func, args_schema=_class, name=name, description=description, return_direct=return_direct
+            func=_local[self.tool_function].run,
+            args_schema=PythonCodeToolSchema,
+            name=self.tool_name,
+            description=self.tool_description,
+            return_direct=self.return_direct,
         )
         return tool  # type: ignore
+
+    def post_code_processing(self, new_frontend_node: dict, current_frontend_node: dict):
+        """
+        This function is called after the code validation is done.
+        """
+        frontend_node = super().post_code_processing(new_frontend_node, current_frontend_node)
+        frontend_node["template"] = self.update_build_config(
+            frontend_node["template"], frontend_node["template"]["tool_code"]["value"], "tool_code"
+        )
+        frontend_node = super().post_code_processing(new_frontend_node, current_frontend_node)
+        for key in frontend_node["template"]:
+            if key in self.DEFAULT_KEYS:
+                continue
+            frontend_node["template"] = self.update_build_config(
+                frontend_node["template"], frontend_node["template"][key]["value"], key
+            )
+            frontend_node = super().post_code_processing(new_frontend_node, current_frontend_node)
+        return frontend_node
+
+    def _parse_code(self, code: str) -> tuple[list[dict], list[dict]]:
+        parsed_code = ast.parse(code)
+        lines = code.split("\n")
+        classes = []
+        functions = []
+        for node in parsed_code.body:
+            if isinstance(node, ast.ClassDef):
+                class_lines = lines[node.lineno - 1 : node.end_lineno]
+                class_lines[-1] = class_lines[-1][: node.end_col_offset]
+                class_lines[0] = class_lines[0][node.col_offset :]
+                classes.append(
+                    {
+                        "name": node.name,
+                        "code": class_lines,
+                    }
+                )
+                continue
+
+            if not isinstance(node, ast.FunctionDef):
+                continue
+
+            func = {"name": node.name, "args": []}
+            for arg in node.args.args:
+                if arg.lineno != arg.end_lineno:
+                    raise Exception("Multiline arguments are not supported")
+
+                func_arg = {
+                    "name": arg.arg,
+                    "annotation": None,
+                }
+
+                for default in node.args.defaults:
+                    if (
+                        arg.lineno > default.lineno
+                        or arg.col_offset > default.col_offset
+                        or arg.end_lineno < default.end_lineno
+                        or arg.end_col_offset < default.end_col_offset
+                    ):
+                        continue
+
+                    if isinstance(default, ast.Name):
+                        func_arg["default"] = default.id
+                    elif isinstance(default, ast.Constant):
+                        func_arg["default"] = default.value
+
+                if arg.annotation:
+                    annotation_line = lines[arg.annotation.lineno - 1]
+                    annotation_line = annotation_line[: arg.annotation.end_col_offset]
+                    annotation_line = annotation_line[arg.annotation.col_offset :]
+                    func_arg["annotation"] = annotation_line
+                    if func_arg["annotation"].count("=") > 0:
+                        func_arg["annotation"] = "=".join(func_arg["annotation"].split("=")[:-1]).strip()
+
+                func["args"].append(func_arg)
+            functions.append(func)
+
+        return classes, functions
+
+    def _find_imports(self, code: str) -> dotdict:
+        imports = []
+        from_imports = []
+        parsed_code = ast.parse(code)
+        for node in parsed_code.body:
+            if isinstance(node, ast.Import):
+                for alias in node.names:
+                    imports.append(alias.name)
+            elif isinstance(node, ast.ImportFrom):
+                from_imports.append(node)
+        return {"imports": imports, "from_imports": from_imports}
+
+    def _get_value(self, value: Any, annotation: Any) -> Any:
+        return value if isinstance(value, annotation) else value["value"]
+
+    def _find_arg(self, named_functions: dict, func_name: str, arg_name: str) -> dict | None:
+        for arg in named_functions[func_name]["args"]:
+            if arg["name"] == arg_name:
+                return arg
+        return None
diff --git a/src/backend/base/langflow/components/tools/SearXNGTool.py b/src/backend/base/langflow/components/tools/SearXNGTool.py
new file mode 100644
index 000000000000..3749a70da529
--- /dev/null
+++ b/src/backend/base/langflow/components/tools/SearXNGTool.py
@@ -0,0 +1,141 @@
+from typing import Any
+import requests
+import json
+
+from pydantic.v1 import Field, create_model
+
+from langchain.agents import Tool
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.inputs import MessageTextInput, MultiselectInput, DropdownInput, IntInput
+from langflow.schema.dotdict import dotdict
+from langflow.io import Output
+
+
+class SearXNGToolComponent(LCToolComponent):
+    search_headers: dict = {}
+    display_name = "SearXNG Search Tool"
+    description = "A component that searches for tools using SearXNG."
+    name = "SearXNGTool"
+
+    inputs = [
+        MessageTextInput(
+            name="url",
+            display_name="URL",
+            value="http://localhost",
+            required=True,
+            refresh_button=True,
+        ),
+        IntInput(
+            name="max_results",
+            display_name="Max Results",
+            value=10,
+            required=True,
+        ),
+        MultiselectInput(
+            name="categories",
+            display_name="Categories",
+            options=[],
+            value=[],
+        ),
+        DropdownInput(
+            name="language",
+            display_name="Language",
+            options=[],
+        ),
+    ]
+
+    outputs = [
+        Output(display_name="Tool", name="result_tool", method="build_tool"),
+    ]
+
+    def update_build_config(self, build_config: dotdict, field_value: Any, field_name: str | None = None) -> dotdict:
+        if field_name is None:
+            return build_config
+
+        if field_name != "url":
+            return build_config
+
+        try:
+            url = f"{field_value}/config"
+
+            response = requests.get(url=url, headers=self.search_headers.copy())
+            data = None
+            if response.headers.get("Content-Encoding") == "zstd":
+                data = json.loads(response.content)
+            else:
+                data = response.json()
+            build_config["categories"]["options"] = data["categories"].copy()
+            for selected_category in build_config["categories"]["value"]:
+                if selected_category not in build_config["categories"]["options"]:
+                    build_config["categories"]["value"].remove(selected_category)
+            languages = []
+            for language in data["locales"]:
+                languages.append(language)
+            build_config["language"]["options"] = languages.copy()
+        except Exception as e:
+            self.status = f"Failed to extract names: {str(e)}"
+            build_config["categories"]["options"] = ["Failed to parse", str(e)]
+        return build_config
+
+    def build_tool(self) -> Tool:
+        class SearxSearch:
+            _url: str = ""
+            _categories: list[str] = []
+            _language: str = ""
+            _headers: dict = {}
+            _max_results: int = 10
+
+            @staticmethod
+            def search(query: str, categories: list[str] = []) -> list:
+                if not SearxSearch._categories and not categories:
+                    raise ValueError("No categories provided.")
+                all_categories = SearxSearch._categories + list(set(categories) - set(SearxSearch._categories))
+                try:
+                    url = f"{SearxSearch._url}/"
+                    headers = SearxSearch._headers.copy()
+                    response = requests.get(
+                        url=url,
+                        headers=headers,
+                        params={
+                            "q": query,
+                            "categories": ",".join(all_categories),
+                            "language": SearxSearch._language,
+                            "format": "json",
+                        },
+                    ).json()
+
+                    results = []
+                    num_results = min(SearxSearch._max_results, len(response["results"]))
+                    for i in range(num_results):
+                        results.append(response["results"][i])
+                    return results
+                except Exception as e:
+                    return [f"Failed to search: {str(e)}"]
+
+        SearxSearch._url = self.url
+        SearxSearch._categories = self.categories.copy()
+        SearxSearch._language = self.language
+        SearxSearch._headers = self.search_headers.copy()
+        SearxSearch._max_results = self.max_results
+
+        _globals = globals()
+        _local = {}
+        _local["SearxSearch"] = SearxSearch
+        _globals.update(_local)
+
+        schema_fields = {
+            "query": (str, Field(..., description="The query to search for.")),
+            "categories": (list[str], Field(default=[], description="The categories to search in.")),
+        }
+
+        SearxSearchSchema = create_model("SearxSearchSchema", **schema_fields)  # type: ignore
+
+        tool = Tool.from_function(
+            func=_local["SearxSearch"].search,
+            args_schema=SearxSearchSchema,
+            name="searxng_search_tool",
+            description="A tool that searches for tools using SearXNG.\nThe available categories are: "
+            + ", ".join(self.categories),
+        )
+        self.status = tool
+        return tool
diff --git a/src/backend/base/langflow/components/tools/__init__.py b/src/backend/base/langflow/components/tools/__init__.py
index 3ebec76ee83b..6c411d6301ac 100644
--- a/src/backend/base/langflow/components/tools/__init__.py
+++ b/src/backend/base/langflow/components/tools/__init__.py
@@ -5,6 +5,7 @@
 from .GoogleSerperAPI import GoogleSerperAPIComponent
 from .PythonCodeStructuredTool import PythonCodeStructuredTool
 from .SearchAPI import SearchAPIComponent
+from .SearXNGTool import SearXNGToolComponent
 from .SerpAPI import SerpAPIComponent
 from .WikipediaAPI import WikipediaAPIComponent
 from .WolframAlphaAPI import WolframAlphaAPIComponent
@@ -18,6 +19,7 @@
     "PythonCodeStructuredTool",
     "PythonREPLToolComponent",
     "SearchAPIComponent",
+    "SearXNGToolComponent",
     "SerpAPIComponent",
     "WikipediaAPIComponent",
     "WolframAlphaAPIComponent",

From 98f00d75f0a503f5ae379156e27daac62a2b2898 Mon Sep 17 00:00:00 2001
From: Lucas Oliveira <62335616+lucaseduoli@users.noreply.github.com>
Date: Fri, 9 Aug 2024 12:46:17 -0300
Subject: [PATCH 14/38] Update README.md (#3204)

* Update README.md

Updated Readme with suggestions

* Changed core features

* Changed thumbnail of video

* Fixed hero image

* Fixed readme texts

* Update README.md
---
 README.md                | 194 +++++----------------------------------
 docs/static/img/hero.png | Bin 124069 -> 156938 bytes
 2 files changed, 25 insertions(+), 169 deletions(-)

diff --git a/README.md b/README.md
index a8676da6b3b9..7aa3e8c90c11 100644
--- a/README.md
+++ b/README.md
@@ -1,33 +1,16 @@
-<div align="center" style="padding: 10px; border: 1px solid #ccc; background-color: #f9f9f9; border-radius: 10px; margin-bottom: 20px;">
-    <h2 style="margin: 0; font-size: 24px; color: #333;">Langflow 1.0 is OUT! 🎉</h2>
-    <p style="margin: 5px 0 0 0; font-size: 16px; color: #666;">Read all about it <a href="https://medium.com/p/73d3bdce8440" style="text-decoration: underline; color: #1a73e8;">here</a>!</p>
-</div>
-
 <!-- markdownlint-disable MD030 -->
 
 # [![Langflow](./docs/static/img/hero.png)](https://www.langflow.org)
 
-<p align="center"><strong>
-    A visual framework for building multi-agent and RAG applications
-</strong></p>
 <p align="center" style="font-size: 12px;">
-    Open-source, Python-powered, fully customizable, LLM and vector store agnostic
+    Langflow is a low-code app builder for RAG (retrieval augmented generation) and multi-agent AI applications. It’s Python-based and agnostic to any model, API, data source or database.
 </p>
 
 <p align="center" style="font-size: 12px;">
     <a href="https://docs.langflow.org" style="text-decoration: underline;">Docs</a> -
+    <a href="http://langflow.datastax.com" style="text-decoration: underline;">Free Cloud Service</a> -
     <a href="https://discord.com/invite/EqksyE2EX9" style="text-decoration: underline;">Join our Discord</a> -
-    <a href="https://twitter.com/langflow_ai" style="text-decoration: underline;">Follow us on X</a> -
-    <a href="https://huggingface.co/spaces/Langflow/Langflow" style="text-decoration: underline;">Live demo</a>
-</p>
-
-<p align="center">
-    <a href="https://github.com/langflow-ai/langflow">
-        <img src="https://img.shields.io/github/stars/langflow-ai/langflow">
-    </a>
-    <a href="https://discord.com/invite/EqksyE2EX9">
-        <img src="https://img.shields.io/discord/1116803230643527710?label=Discord">
-    </a>
+    <a href="https://twitter.com/langflow_ai" style="text-decoration: underline;">Follow us on X</a>
 </p>
 
 <div align="center">
@@ -39,168 +22,41 @@
 </div>
 
 <p align="center">
-  <img src="./docs/static/img/langflow_basic_howto.gif" alt="Your GIF" style="border: 3px solid #211C43;">
-</p>
-
-# 📝 Content
-
-- [📝 Content](#-content)
-- [📦 Get Started](#-get-started)
-- [Running Langflow from a Cloned Repository](#running-langflow-from-a-cloned-repository)
-- [🎨 Create Flows](#-create-flows)
-- [Deploy](#deploy)
-  - [DataStax Langflow](#datastax-langflow)
-  - [Deploy Langflow on Hugging Face Spaces](#deploy-langflow-on-hugging-face-spaces)
-  - [Deploy Langflow on Google Cloud Platform](#deploy-langflow-on-google-cloud-platform)
-  - [Deploy on Railway](#deploy-on-railway)
-  - [Deploy on Render](#deploy-on-render)
-  - [Deploy on Kubernetes](#deploy-on-kubernetes)
-- [🖥️ Command Line Interface (CLI)](#️-command-line-interface-cli)
-  - [Usage](#usage)
-    - [Environment Variables](#environment-variables)
-- [👋 Contribute](#-contribute)
-- [🌟 Contributors](#-contributors)
-- [📄 License](#-license)
-
-# 📦 Get Started
-
-You can install Langflow with pip:
-
-```shell
-# Make sure you have >=Python 3.10 installed on your system.
-python -m pip install langflow -U
-```
-
-Then, run Langflow with:
-
-```shell
-python -m langflow run
-```
 
-# Running Langflow from a Cloned Repository
+https://github.com/user-attachments/assets/a1a36011-6169-4804-87ad-cfd4c5a79872
 
-If you prefer to run Langflow from a cloned repository rather than installing it via pip, follow these steps:
-
-1. **Clone the Repository**
-
-First, clone the Langflow repository from GitHub:
-
-```shell
-git clone https://github.com/langflow-ai/langflow.git
-```
-
-Navigate into the cloned directory:
-
-```shell
-cd langflow
-```
-
-2. **Build and Install Dependencies**
-
-To build and install Langflow’s frontend and backend, use the following commands:
-
-```shell
-make install_frontend && make build_frontend && make install_backend
-```
-
-3. **Run Langflow**
-
-Once the installation is complete, you can run Langflow with:
-
-```shell
-poetry run python -m langflow run
-```
-
-# 🎨 Create Flows
-
-Creating flows with Langflow is easy. Simply drag components from the sidebar onto the workspace and connect them to start building your application.
-
-Explore by editing prompt parameters, grouping components into a single high-level component, and building your own Custom Components.
-
-Once you’re done, you can export your flow as a JSON file.
-
-Load the flow with:
-
-```python
-from langflow.load import run_flow_from_json
-
-results = run_flow_from_json("path/to/flow.json", input_value="Hello, World!")
-```
-
-# Deploy
-
-## DataStax Langflow
-
-DataStax Langflow is a hosted version of Langflow integrated with [AstraDB](https://www.datastax.com/products/datastax-astra). Be up and running in minutes with no installation or setup required. [Sign up for free](https://langflow.datastax.com).
-
-## Deploy Langflow on Hugging Face Spaces
-
-You can also preview Langflow in [HuggingFace Spaces](https://huggingface.co/spaces/Langflow/Langflow). [Clone the space using this link](https://huggingface.co/spaces/Langflow/Langflow?duplicate=true) to create your own Langflow workspace in minutes.
-
-## Deploy Langflow on Google Cloud Platform
-
-Follow our step-by-step guide to deploy Langflow on Google Cloud Platform (GCP) using Google Cloud Shell. The guide is available in the [**Langflow in Google Cloud Platform**](./docs/docs/Deployment/deployment-gcp.md) document.
-
-Alternatively, click the **"Open in Cloud Shell"** button below to launch Google Cloud Shell, clone the Langflow repository, and start an **interactive tutorial** that will guide you through the process of setting up the necessary resources and deploying Langflow on your GCP project.
-
-[![Open in Cloud Shell](https://gstatic.com/cloudssh/images/open-btn.svg)](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/langflow-ai/langflow&working_dir=scripts/gcp&shellonly=true&tutorial=walkthroughtutorial_spot.md)
-
-## Deploy on Railway
-
-Use this template to deploy Langflow 1.0 on Railway:
-
-[![Deploy on Railway](https://railway.app/button.svg)](https://railway.app/template/JMXEWp?referralCode=MnPSdg)
-
-## Deploy on Render
+</p>
 
-<a href="https://render.com/deploy?repo=https://github.com/langflow-ai/langflow/tree/main">
-<img src="https://render.com/images/deploy-to-render-button.svg" alt="Deploy to Render" />
-</a>
+# Core features 
+1. Python-based and agnostic to models, APIs, data sources, or databases.
+2. Visual IDE for drag-and-drop building and testing of workflows.
+3. Playground to immediately test and iterate workflows with step-by-step control.
+4. Multi-agent orchestration and conversation management and retrieval.
+5. Free cloud service - get started  in minutes with no setup.
+6. Publish workflows as back-end APIs or export as a Python application.
+7. Real time observability with LangSmith, LangFuse, or LangWatch integration.
+8. Support enterprise security and scale with free DataStax Langflow cloud service.  
+9. Prebuilt ecosystem integrations to any model, API or database.
 
-## Deploy on Kubernetes
 
-Follow our step-by-step guide to deploy [Langflow on Kubernetes](./docs/docs/Deployment/deployment-kubernetes.md).
+![Integrations](https://github.com/user-attachments/assets/df4a6714-60de-4a8b-aff0-982c5aa467e3)
 
-# 🖥️ Command Line Interface (CLI)
+# Stay up-to-date
 
-Langflow provides a command-line interface (CLI) for easy management and configuration.
+Star Langflow on GitHub to be instantly notified of new releases.
 
-## Usage
+![Star Langflow](https://github.com/user-attachments/assets/03168b17-a11d-4b2a-b0f7-c1cce69e5a2c)
 
-You can run the Langflow using the following command:
+# 📦 Quick Start
 
+- **Install Langflow with pip** (Python version 3.10 or greater):
 ```shell
-langflow run [OPTIONS]
+python -m pip install langflow -U
 ```
 
-Each option is detailed below:
-
-- `--help`: Displays all available options.
-- `--host`: Defines the host to bind the server to. Can be set using the `LANGFLOW_HOST` environment variable. The default is `127.0.0.1`.
-- `--workers`: Sets the number of worker processes. Can be set using the `LANGFLOW_WORKERS` environment variable. The default is `1`.
-- `--timeout`: Sets the worker timeout in seconds. The default is `60`.
-- `--port`: Sets the port to listen on. Can be set using the `LANGFLOW_PORT` environment variable. The default is `7860`.
-- `--env-file`: Specifies the path to the .env file containing environment variables. The default is `.env`.
-- `--log-level`: Defines the logging level. Can be set using the `LANGFLOW_LOG_LEVEL` environment variable. The default is `critical`.
-- `--components-path`: Specifies the path to the directory containing custom components. Can be set using the `LANGFLOW_COMPONENTS_PATH` environment variable. The default is `langflow/components`.
-- `--log-file`: Specifies the path to the log file. Can be set using the `LANGFLOW_LOG_FILE` environment variable. The default is `logs/langflow.log`.
-- `--cache`: Selects the type of cache to use. Options are `InMemoryCache` and `SQLiteCache`. Can be set using the `LANGFLOW_LANGCHAIN_CACHE` environment variable. The default is `SQLiteCache`.
-- `--dev/--no-dev`: Toggles the development mode. The default is `no-dev`.
-- `--path`: Specifies the path to the frontend directory containing build files. This option is for development purposes only. Can be set using the `LANGFLOW_FRONTEND_PATH` environment variable.
-- `--open-browser/--no-open-browser`: Toggles the option to open the browser after starting the server. Can be set using the `LANGFLOW_OPEN_BROWSER` environment variable. The default is `open-browser`.
-- `--remove-api-keys/--no-remove-api-keys`: Toggles the option to remove API keys from the projects saved in the database. Can be set using the `LANGFLOW_REMOVE_API_KEYS` environment variable. The default is `no-remove-api-keys`.
-- `--install-completion [bash|zsh|fish|powershell|pwsh]`: Installs completion for the specified shell.
-- `--show-completion [bash|zsh|fish|powershell|pwsh]`: Shows completion for the specified shell, allowing you to copy it or customize the installation.
-- `--backend-only`: This parameter, with a default value of `False`, allows running only the backend server without the frontend. It can also be set using the `LANGFLOW_BACKEND_ONLY` environment variable.
-- `--store`: This parameter, with a default value of `True`, enables the store features, use `--no-store` to deactivate it. It can be configured using the `LANGFLOW_STORE` environment variable.
-
-These parameters are important for users who need to customize the behavior of Langflow, especially in development or specialized deployment scenarios.
-
-### Environment Variables
-
-You can configure many of the CLI options using environment variables. These can be exported in your operating system or added to a `.env` file and loaded using the `--env-file` option.
-
-A sample `.env` file named `.env.example` is included with the project. Copy this file to a new file named `.env` and replace the example values with your actual settings. If you're setting values in both your OS and the `.env` file, the `.env` settings will take precedence.
+- **Cloud:** DataStax Langflow is a hosted environment with zero setup. [Sign up for a free account.](http://langflow.datastax.com) 
+- **Self-managed:** Run Langflow in your environment. [Install Langflow](https://docs.langflow.org/getting-started-installation) to run a local Langflow server, and then use the [Quickstart](https://docs.langflow.org/getting-started-quickstart) guide to create and execute a flow.
+- **Hugging Face:** [Clone the space using this link](https://huggingface.co/spaces/Langflow/Langflow?duplicate=true) to create a Langflow workspace.
 
 # 👋 Contribute
 
diff --git a/docs/static/img/hero.png b/docs/static/img/hero.png
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From 0eb694f1d76357163b2d15dcdd6d8fddd2bb940a Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Fri, 9 Aug 2024 13:00:10 -0300
Subject: [PATCH 15/38] refactor: Reorganize imports and enhance type checks in
 PythonCodeStructuredTool.py (#3266)

refactor: Reorganize imports and enhance type checks in PythonCodeStructuredTool.py for better clarity and robustness
---
 .../tools/PythonCodeStructuredTool.py         | 39 ++++++++++++-------
 1 file changed, 25 insertions(+), 14 deletions(-)

diff --git a/src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py b/src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py
index 0a0e35ae3289..36e901ceaff0 100644
--- a/src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py
+++ b/src/backend/base/langflow/components/tools/PythonCodeStructuredTool.py
@@ -3,17 +3,16 @@
 from typing import Any
 
 from langchain.agents import Tool
-from langflow.base.langchain_utilities.model import LCToolComponent
-from langflow.inputs.inputs import MultilineInput, MessageTextInput, BoolInput, DropdownInput, HandleInput, FieldTypes
 from langchain_core.tools import StructuredTool
-from langflow.io import Output
-
-from langflow.schema.dotdict import dotdict
-from langflow.schema import Data
-
 from pydantic.v1 import Field, create_model
 from pydantic.v1.fields import Undefined
 
+from langflow.base.langchain_utilities.model import LCToolComponent
+from langflow.inputs.inputs import BoolInput, DropdownInput, FieldTypes, HandleInput, MessageTextInput, MultilineInput
+from langflow.io import Output
+from langflow.schema import Data
+from langflow.schema.dotdict import dotdict
+
 
 class PythonCodeStructuredTool(LCToolComponent):
     DEFAULT_KEYS = [
@@ -260,10 +259,22 @@ def _parse_code(self, code: str) -> tuple[list[dict], list[dict]]:
 
                 for default in node.args.defaults:
                     if (
-                        arg.lineno > default.lineno
-                        or arg.col_offset > default.col_offset
-                        or arg.end_lineno < default.end_lineno
-                        or arg.end_col_offset < default.end_col_offset
+                        (arg.lineno is not None and default.lineno is not None and arg.lineno > default.lineno)
+                        or (
+                            arg.col_offset is not None
+                            and default.col_offset is not None
+                            and arg.col_offset > default.col_offset
+                        )
+                        or (
+                            arg.end_lineno is not None
+                            and default.end_lineno is not None
+                            and arg.end_lineno < default.end_lineno
+                        )
+                        or (
+                            arg.end_col_offset is not None
+                            and default.end_col_offset is not None
+                            and arg.end_col_offset < default.end_col_offset
+                        )
                     ):
                         continue
 
@@ -277,9 +288,9 @@ def _parse_code(self, code: str) -> tuple[list[dict], list[dict]]:
                     annotation_line = annotation_line[: arg.annotation.end_col_offset]
                     annotation_line = annotation_line[arg.annotation.col_offset :]
                     func_arg["annotation"] = annotation_line
-                    if func_arg["annotation"].count("=") > 0:
+                    if isinstance(func_arg["annotation"], str) and func_arg["annotation"].count("=") > 0:
                         func_arg["annotation"] = "=".join(func_arg["annotation"].split("=")[:-1]).strip()
-
+            if isinstance(func["args"], list):
                 func["args"].append(func_arg)
             functions.append(func)
 
@@ -295,7 +306,7 @@ def _find_imports(self, code: str) -> dotdict:
                     imports.append(alias.name)
             elif isinstance(node, ast.ImportFrom):
                 from_imports.append(node)
-        return {"imports": imports, "from_imports": from_imports}
+        return dotdict({"imports": imports, "from_imports": from_imports})
 
     def _get_value(self, value: Any, annotation: Any) -> Any:
         return value if isinstance(value, annotation) else value["value"]

From 9da2c34551c9b0bf3f5b8be7df347cc6c1e17d3e Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Fri, 9 Aug 2024 13:01:25 -0300
Subject: [PATCH 16/38] fix: update type to silence warning and memory chatbot
 json (#3265)

* fix: update value type in DefaultPromptField from str to Any for increased flexibility in input handling

* fix: replace _instantiate_input with instantiate_input for consistency in input instantiation across the codebase

* chore: update test durations

* update memory chatbot
---
 .../starter_projects/Memory Chatbot.json      |   2 +-
 src/backend/base/langflow/inputs/inputs.py    |   4 +-
 .../base/langflow/template/template/base.py   |   4 +-
 src/backend/tests/.test_durations             | 710 +++++++++---------
 src/backend/tests/unit/inputs/test_inputs.py  |  10 +-
 5 files changed, 369 insertions(+), 361 deletions(-)

diff --git a/src/backend/base/langflow/initial_setup/starter_projects/Memory Chatbot.json b/src/backend/base/langflow/initial_setup/starter_projects/Memory Chatbot.json
index 10f75520adee..05b1bf5768ea 100644
--- a/src/backend/base/langflow/initial_setup/starter_projects/Memory Chatbot.json	
+++ b/src/backend/base/langflow/initial_setup/starter_projects/Memory Chatbot.json	
@@ -1039,7 +1039,7 @@
                 "show": true,
                 "title_case": false,
                 "type": "code",
-                "value": "from langflow.custom import Component\nfrom langflow.helpers.data import data_to_text\nfrom langflow.inputs import HandleInput\nfrom langflow.io import DropdownInput, IntInput, MessageTextInput, MultilineInput, Output\nfrom langflow.memory import get_messages, LCBuiltinChatMemory\nfrom langflow.schema import Data\nfrom langflow.schema.message import Message\nfrom langflow.field_typing import BaseChatMemory\nfrom langchain.memory import ConversationBufferMemory\n\nfrom langflow.utils.constants import MESSAGE_SENDER_AI, MESSAGE_SENDER_USER\n\n\nclass MemoryComponent(Component):\n    display_name = \"Chat Memory\"\n    description = \"Retrieves stored chat messages from Langflow tables or an external memory.\"\n    icon = \"message-square-more\"\n    name = \"Memory\"\n\n    inputs = [\n        HandleInput(\n            name=\"memory\",\n            display_name=\"External Memory\",\n            input_types=[\"BaseChatMessageHistory\"],\n            info=\"Retrieve messages from an external memory. If empty, it will use the Langflow tables.\",\n        ),\n        DropdownInput(\n            name=\"sender\",\n            display_name=\"Sender Type\",\n            options=[MESSAGE_SENDER_AI, MESSAGE_SENDER_USER, \"Machine and User\"],\n            value=\"Machine and User\",\n            info=\"Filter by sender type.\",\n            advanced=True,\n        ),\n        MessageTextInput(\n            name=\"sender_name\",\n            display_name=\"Sender Name\",\n            info=\"Filter by sender name.\",\n            advanced=True,\n        ),\n        IntInput(\n            name=\"n_messages\",\n            display_name=\"Number of Messages\",\n            value=100,\n            info=\"Number of messages to retrieve.\",\n            advanced=True,\n        ),\n        MessageTextInput(\n            name=\"session_id\",\n            display_name=\"Session ID\",\n            info=\"The session ID of the chat. If empty, the current session ID parameter will be used.\",\n            advanced=True,\n        ),\n        DropdownInput(\n            name=\"order\",\n            display_name=\"Order\",\n            options=[\"Ascending\", \"Descending\"],\n            value=\"Ascending\",\n            info=\"Order of the messages.\",\n            advanced=True,\n        ),\n        MultilineInput(\n            name=\"template\",\n            display_name=\"Template\",\n            info=\"The template to use for formatting the data. It can contain the keys {text}, {sender} or any other key in the message data.\",\n            value=\"{sender_name}: {text}\",\n            advanced=True,\n        ),\n    ]\n\n    outputs = [\n        Output(display_name=\"Messages (Data)\", name=\"messages\", method=\"retrieve_messages\"),\n        Output(display_name=\"Messages (Text)\", name=\"messages_text\", method=\"retrieve_messages_as_text\"),\n        Output(display_name=\"Memory\", name=\"lc_memory\", method=\"build_lc_memory\"),\n    ]\n\n    def retrieve_messages(self) -> Data:\n        sender = self.sender\n        sender_name = self.sender_name\n        session_id = self.session_id\n        n_messages = self.n_messages\n        order = \"DESC\" if self.order == \"Descending\" else \"ASC\"\n\n        if sender == \"Machine and User\":\n            sender = None\n\n        if self.memory:\n            # override session_id\n            self.memory.session_id = session_id\n\n            stored = self.memory.messages\n            # langchain memories are supposed to return messages in ascending order\n            if order == \"DESC\":\n                stored = stored[::-1]\n            if n_messages:\n                stored = stored[:n_messages]\n            stored = [Message.from_lc_message(m) for m in stored]\n            if sender:\n                expected_type = MESSAGE_SENDER_AI if sender == MESSAGE_SENDER_AI else MESSAGE_SENDER_USER\n                stored = [m for m in stored if m.type == expected_type]\n        else:\n            stored = get_messages(\n                sender=sender,\n                sender_name=sender_name,\n                session_id=session_id,\n                limit=n_messages,\n                order=order,\n            )\n        self.status = stored\n        return stored\n\n    def retrieve_messages_as_text(self) -> Message:\n        stored_text = data_to_text(self.template, self.retrieve_messages())\n        self.status = stored_text\n        return Message(text=stored_text)\n\n    def build_lc_memory(self) -> BaseChatMemory:\n        if self.memory:\n            chat_memory = self.memory\n        else:\n            chat_memory = LCBuiltinChatMemory(flow_id=self.graph.flow_id, session_id=self.session_id)\n        return ConversationBufferMemory(chat_memory=chat_memory)\n"
+                "value": "from langchain.memory import ConversationBufferMemory\n\nfrom langflow.custom import Component\nfrom langflow.field_typing import BaseChatMemory\nfrom langflow.helpers.data import data_to_text\nfrom langflow.inputs import HandleInput\nfrom langflow.io import DropdownInput, IntInput, MessageTextInput, MultilineInput, Output\nfrom langflow.memory import LCBuiltinChatMemory, get_messages\nfrom langflow.schema import Data\nfrom langflow.schema.message import Message\nfrom langflow.utils.constants import MESSAGE_SENDER_AI, MESSAGE_SENDER_USER\n\n\nclass MemoryComponent(Component):\n    display_name = \"Chat Memory\"\n    description = \"Retrieves stored chat messages from Langflow tables or an external memory.\"\n    icon = \"message-square-more\"\n    name = \"Memory\"\n\n    inputs = [\n        HandleInput(\n            name=\"memory\",\n            display_name=\"External Memory\",\n            input_types=[\"BaseChatMessageHistory\"],\n            info=\"Retrieve messages from an external memory. If empty, it will use the Langflow tables.\",\n        ),\n        DropdownInput(\n            name=\"sender\",\n            display_name=\"Sender Type\",\n            options=[MESSAGE_SENDER_AI, MESSAGE_SENDER_USER, \"Machine and User\"],\n            value=\"Machine and User\",\n            info=\"Filter by sender type.\",\n            advanced=True,\n        ),\n        MessageTextInput(\n            name=\"sender_name\",\n            display_name=\"Sender Name\",\n            info=\"Filter by sender name.\",\n            advanced=True,\n        ),\n        IntInput(\n            name=\"n_messages\",\n            display_name=\"Number of Messages\",\n            value=100,\n            info=\"Number of messages to retrieve.\",\n            advanced=True,\n        ),\n        MessageTextInput(\n            name=\"session_id\",\n            display_name=\"Session ID\",\n            info=\"The session ID of the chat. If empty, the current session ID parameter will be used.\",\n            advanced=True,\n        ),\n        DropdownInput(\n            name=\"order\",\n            display_name=\"Order\",\n            options=[\"Ascending\", \"Descending\"],\n            value=\"Ascending\",\n            info=\"Order of the messages.\",\n            advanced=True,\n        ),\n        MultilineInput(\n            name=\"template\",\n            display_name=\"Template\",\n            info=\"The template to use for formatting the data. It can contain the keys {text}, {sender} or any other key in the message data.\",\n            value=\"{sender_name}: {text}\",\n            advanced=True,\n        ),\n    ]\n\n    outputs = [\n        Output(display_name=\"Messages (Data)\", name=\"messages\", method=\"retrieve_messages\"),\n        Output(display_name=\"Messages (Text)\", name=\"messages_text\", method=\"retrieve_messages_as_text\"),\n        Output(display_name=\"Memory\", name=\"lc_memory\", method=\"build_lc_memory\"),\n    ]\n\n    def retrieve_messages(self) -> Data:\n        sender = self.sender\n        sender_name = self.sender_name\n        session_id = self.session_id\n        n_messages = self.n_messages\n        order = \"DESC\" if self.order == \"Descending\" else \"ASC\"\n\n        if sender == \"Machine and User\":\n            sender = None\n\n        if self.memory:\n            # override session_id\n            self.memory.session_id = session_id\n\n            stored = self.memory.messages\n            # langchain memories are supposed to return messages in ascending order\n            if order == \"DESC\":\n                stored = stored[::-1]\n            if n_messages:\n                stored = stored[:n_messages]\n            stored = [Message.from_lc_message(m) for m in stored]\n            if sender:\n                expected_type = MESSAGE_SENDER_AI if sender == MESSAGE_SENDER_AI else MESSAGE_SENDER_USER\n                stored = [m for m in stored if m.type == expected_type]\n        else:\n            stored = get_messages(\n                sender=sender,\n                sender_name=sender_name,\n                session_id=session_id,\n                limit=n_messages,\n                order=order,\n            )\n        self.status = stored\n        return stored\n\n    def retrieve_messages_as_text(self) -> Message:\n        stored_text = data_to_text(self.template, self.retrieve_messages())\n        self.status = stored_text\n        return Message(text=stored_text)\n\n    def build_lc_memory(self) -> BaseChatMemory:\n        if self.memory:\n            chat_memory = self.memory\n        else:\n            chat_memory = LCBuiltinChatMemory(flow_id=self.flow_id, session_id=self.session_id)\n        return ConversationBufferMemory(chat_memory=chat_memory)\n"
               },
               "memory": {
                 "advanced": false,
diff --git a/src/backend/base/langflow/inputs/inputs.py b/src/backend/base/langflow/inputs/inputs.py
index 366a9d1831c3..d2c4f848de99 100644
--- a/src/backend/base/langflow/inputs/inputs.py
+++ b/src/backend/base/langflow/inputs/inputs.py
@@ -471,7 +471,7 @@ class DefaultPromptField(Input):
     advanced: bool = False
     multiline: bool = True
     input_types: list[str] = DEFAULT_PROMPT_INTUT_TYPES
-    value: str = ""  # Set the value to empty string
+    value: Any = ""  # Set the value to empty string
 
 
 InputTypes = Union[
@@ -500,7 +500,7 @@ class DefaultPromptField(Input):
 InputTypesMap: dict[str, type[InputTypes]] = {t.__name__: t for t in get_args(InputTypes)}
 
 
-def _instantiate_input(input_type: str, data: dict) -> InputTypes:
+def instantiate_input(input_type: str, data: dict) -> InputTypes:
     input_type_class = InputTypesMap.get(input_type)
     if "type" in data:
         # Replate with field_type
diff --git a/src/backend/base/langflow/template/template/base.py b/src/backend/base/langflow/template/template/base.py
index 97142cadb28e..a76e2d6de9b0 100644
--- a/src/backend/base/langflow/template/template/base.py
+++ b/src/backend/base/langflow/template/template/base.py
@@ -2,7 +2,7 @@
 
 from pydantic import BaseModel, Field, model_serializer
 
-from langflow.inputs.inputs import InputTypes, _instantiate_input
+from langflow.inputs.inputs import InputTypes, instantiate_input
 from langflow.template.field.base import Input
 from langflow.utils.constants import DIRECT_TYPES
 
@@ -48,7 +48,7 @@ def from_dict(cls, data: dict) -> "Template":
                 input_type = value.pop("_input_type", None)
                 if input_type:
                     try:
-                        _input = _instantiate_input(input_type, value)
+                        _input = instantiate_input(input_type, value)
                     except Exception as e:
                         raise ValueError(f"Error instantiating input {input_type}: {e}")
                 else:
diff --git a/src/backend/tests/.test_durations b/src/backend/tests/.test_durations
index 1c8db054a1f5..fb51e5b430f0 100644
--- a/src/backend/tests/.test_durations
+++ b/src/backend/tests/.test_durations
@@ -1,354 +1,362 @@
 {
-    "src/backend/tests/test_endpoints.py::test_build_vertex_invalid_flow_id": 3.1494096249807626,
-    "src/backend/tests/test_endpoints.py::test_build_vertex_invalid_vertex_id": 3.0606157919974066,
-    "src/backend/tests/test_endpoints.py::test_get_all": 10.10167008501594,
-    "src/backend/tests/test_endpoints.py::test_get_vertices": 4.5017141660209745,
-    "src/backend/tests/test_endpoints.py::test_get_vertices_flow_not_found": 3.7886676250200253,
-    "src/backend/tests/test_endpoints.py::test_invalid_flow_id": 4.073716707964195,
-    "src/backend/tests/test_endpoints.py::test_invalid_prompt": 2.7002592499775346,
-    "src/backend/tests/test_endpoints.py::test_invalid_run_with_input_type_chat": 2.987766916019609,
-    "src/backend/tests/test_endpoints.py::test_post_validate_code": 3.0467621669813525,
-    "src/backend/tests/test_endpoints.py::test_successful_run_with_input_type_any": 14.8548604179814,
-    "src/backend/tests/test_endpoints.py::test_successful_run_with_input_type_chat": 6.242352208995726,
-    "src/backend/tests/test_endpoints.py::test_successful_run_with_input_type_text": 5.7594154170074034,
-    "src/backend/tests/test_endpoints.py::test_successful_run_with_output_type_any": 7.347130999987712,
-    "src/backend/tests/test_endpoints.py::test_successful_run_with_output_type_debug": 6.291947416990297,
-    "src/backend/tests/test_endpoints.py::test_successful_run_with_output_type_text": 14.872085083043203,
-    "src/backend/tests/test_endpoints.py::test_valid_prompt": 2.7850471249839757,
-    "src/backend/tests/test_endpoints.py::test_various_prompts[The weather is {weather} today.-expected_input_variables1]": 2.535564499994507,
-    "src/backend/tests/test_endpoints.py::test_various_prompts[This prompt has no variables.-expected_input_variables2]": 9.15231529099401,
-    "src/backend/tests/test_endpoints.py::test_various_prompts[{a}, {b}, and {c} are variables.-expected_input_variables3]": 2.640623040992068,
-    "src/backend/tests/test_endpoints.py::test_various_prompts[{color} is my favorite color.-expected_input_variables0]": 2.079908042011084,
-    "src/backend/tests/test_messages_endpoints.py::test_delete_messages": 2.515260499989381,
-    "src/backend/tests/test_messages_endpoints.py::test_delete_messages_session": 2.3651068749895785,
-    "src/backend/tests/test_messages_endpoints.py::test_update_message": 2.5627032090269495,
-    "src/backend/tests/test_messages_endpoints.py::test_update_message_not_found": 3.504595792008331,
-    "src/backend/tests/test_schema.py::TestInput::test_field_type_str": 0.0005162910092622042,
-    "src/backend/tests/test_schema.py::TestInput::test_field_type_type": 0.0002682080084923655,
-    "src/backend/tests/test_schema.py::TestInput::test_input_to_dict": 0.0003857500269077718,
-    "src/backend/tests/test_schema.py::TestInput::test_invalid_field_type": 0.00031291699269786477,
-    "src/backend/tests/test_schema.py::TestInput::test_post_process_type_function": 0.0005505419976543635,
-    "src/backend/tests/test_schema.py::TestInput::test_serialize_field_type": 0.0002683750062715262,
-    "src/backend/tests/test_schema.py::TestInput::test_validate_type_class": 0.0003414590028114617,
-    "src/backend/tests/test_schema.py::TestInput::test_validate_type_string": 0.0002427089784760028,
-    "src/backend/tests/test_schema.py::TestOutput::test_output_add_types": 0.000245749979512766,
-    "src/backend/tests/test_schema.py::TestOutput::test_output_default": 0.00026183397858403623,
-    "src/backend/tests/test_schema.py::TestOutput::test_output_set_selected": 0.0003107920056208968,
-    "src/backend/tests/test_schema.py::TestOutput::test_output_to_dict": 0.0004964589898008853,
-    "src/backend/tests/test_schema.py::TestOutput::test_output_validate_display_name": 0.0005334159650374204,
-    "src/backend/tests/test_schema.py::TestOutput::test_output_validate_model": 0.00029370796983130276,
-    "src/backend/tests/test_schema.py::TestPostProcessType::test_custom_type": 0.001362041017273441,
-    "src/backend/tests/test_schema.py::TestPostProcessType::test_int_type": 0.00023837501066736877,
-    "src/backend/tests/test_schema.py::TestPostProcessType::test_list_custom_type": 0.004543458024272695,
-    "src/backend/tests/test_schema.py::TestPostProcessType::test_list_int_type": 0.0002362079976592213,
-    "src/backend/tests/test_schema.py::TestPostProcessType::test_union_custom_type": 0.0005842499958816916,
-    "src/backend/tests/test_schema.py::TestPostProcessType::test_union_type": 0.003973040962591767,
-    "src/backend/tests/test_user.py::test_add_user": 3.298028166987933,
-    "src/backend/tests/test_user.py::test_data_consistency_after_delete": 10.030325876054121,
-    "src/backend/tests/test_user.py::test_data_consistency_after_update": 2.9754588740179315,
-    "src/backend/tests/test_user.py::test_deactivated_user_cannot_access": 3.544328290998237,
-    "src/backend/tests/test_user.py::test_deactivated_user_cannot_login": 3.9071091239748057,
-    "src/backend/tests/test_user.py::test_delete_user": 4.161238500004401,
-    "src/backend/tests/test_user.py::test_delete_user_wrong_id": 2.7632550839625765,
-    "src/backend/tests/test_user.py::test_inactive_user": 3.334006417018827,
-    "src/backend/tests/test_user.py::test_normal_user_cant_delete_user": 2.9729639159922954,
-    "src/backend/tests/test_user.py::test_normal_user_cant_read_all_users": 2.6966073329967912,
-    "src/backend/tests/test_user.py::test_patch_reset_password": 11.245606623997446,
-    "src/backend/tests/test_user.py::test_patch_user": 3.2588992070232052,
-    "src/backend/tests/test_user.py::test_patch_user_wrong_id": 3.3168086239602417,
-    "src/backend/tests/test_user.py::test_read_all_users": 2.440687207999872,
-    "src/backend/tests/test_user.py::test_user_waiting_for_approval": 9.475323291990208,
-    "src/backend/tests/test_webhook.py::test_webhook_endpoint": 12.348436542029958,
-    "src/backend/tests/test_webhook.py::test_webhook_flow_on_run_endpoint": 15.205204916041112,
-    "src/backend/tests/test_webhook.py::test_webhook_with_random_payload": 8.713364291994367,
-    "src/backend/tests/unit/components/prompts/test_prompt_component.py::TestPromptComponent::test_post_code_processing": 0.008164541970472783,
-    "src/backend/tests/unit/custom/custom_component/test_component.py::test_set_invalid_output": 0.000454624998383224,
-    "src/backend/tests/unit/graph/graph/test_base.py::test_graph": 0.007537708996096626,
-    "src/backend/tests/unit/graph/graph/test_base.py::test_graph_functional": 0.020996668026782572,
-    "src/backend/tests/unit/graph/graph/test_base.py::test_graph_functional_async_start": 0.009653333021560684,
-    "src/backend/tests/unit/graph/graph/test_base.py::test_graph_functional_start": 0.008162209036527202,
-    "src/backend/tests/unit/graph/graph/test_base.py::test_graph_functional_start_end": 0.06379004201153293,
-    "src/backend/tests/unit/graph/graph/test_base.py::test_graph_not_prepared": 0.01988037399132736,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_add_to_vertices_being_run": 2.476791499997489,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_are_all_predecessors_fulfilled": 2.3258769580570515,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_are_all_predecessors_fulfilled__wrong": 2.4165378749894444,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_build_run_map": 2.5142138760129455,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_from_dict": 2.629594833997544,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_from_dict_without_run_map__bad_case": 8.874073583021527,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_from_dict_without_run_predecessors__bad_case": 2.743527958955383,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_from_dict_without_vertices_being_run__bad_case": 2.8369890000030864,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_from_dict_without_vertices_to_run__bad_case": 2.9151457909611054,
-    "src/backend/tests/unit/graph/graph/test_runnable_vertices_manager.py::test_is_vertex_runnable": 8.908991582982708,
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+    "src/backend/tests/unit/test_process.py::test_tweak_no_node_id": 1.0907960420004201,
+    "src/backend/tests/unit/test_process.py::test_tweak_not_in_template": 1.065006457999516,
+    "src/backend/tests/unit/test_setup_superuser.py::test_teardown_superuser_default_superuser": 1.0545740010002191,
+    "src/backend/tests/unit/test_setup_superuser.py::test_teardown_superuser_no_default_superuser": 1.054325458999756,
+    "src/backend/tests/unit/test_telemetry.py::test_gauge": 1.081740833999902,
+    "src/backend/tests/unit/test_telemetry.py::test_gauge_with_counter_method": 1.056230042000152,
+    "src/backend/tests/unit/test_telemetry.py::test_gauge_with_historgram_method": 1.110880250000264,
+    "src/backend/tests/unit/test_telemetry.py::test_gauge_with_up_down_counter_method": 1.1089114589999554,
+    "src/backend/tests/unit/test_telemetry.py::test_increment_counter": 1.091222834000746,
+    "src/backend/tests/unit/test_telemetry.py::test_increment_counter_empty_label": 1.0598395000001801,
+    "src/backend/tests/unit/test_telemetry.py::test_increment_counter_missing_mandatory_label": 1.0523453739997422,
+    "src/backend/tests/unit/test_telemetry.py::test_increment_counter_unregisted_metric": 1.060642084000392,
+    "src/backend/tests/unit/test_telemetry.py::test_init": 1.0586442910002916,
+    "src/backend/tests/unit/test_telemetry.py::test_missing_labels": 1.0542013740000584,
+    "src/backend/tests/unit/test_telemetry.py::test_multithreaded_singleton": 1.0596915410001202,
+    "src/backend/tests/unit/test_telemetry.py::test_multithreaded_singleton_race_condition": 1.078360167000028,
+    "src/backend/tests/unit/test_telemetry.py::test_opentelementry_singleton": 1.0586542500004725,
+    "src/backend/tests/unit/test_template.py::test_build_template_from_function": 1.0667507910002314,
+    "src/backend/tests/unit/test_template.py::test_get_base_classes": 1.0488440839994837,
+    "src/backend/tests/unit/test_template.py::test_get_default_factory": 1.061691208999946,
+    "src/backend/tests/unit/test_validate_code.py::test_create_function": 3.7202681249996203,
+    "src/backend/tests/unit/test_validate_code.py::test_execute_function_missing_function": 1.0697480410003664,
+    "src/backend/tests/unit/test_validate_code.py::test_execute_function_missing_module": 1.0638055839999652,
+    "src/backend/tests/unit/test_validate_code.py::test_execute_function_missing_schema": 1.0542077080003764,
+    "src/backend/tests/unit/test_validate_code.py::test_execute_function_success": 1.0714820839998538,
+    "src/backend/tests/unit/test_validate_code.py::test_validate_code": 1.0665104990002874,
+    "src/backend/tests/unit/test_version.py::test_compute_main": 1.0618379169995933,
+    "src/backend/tests/unit/test_version.py::test_version": 1.0611935000001722,
+    "src/backend/tests/unit/utils/test_connection_string_parser.py::test_transform_connection_string[protocol::password@host-protocol::password@host]": 0.0002089159997922252,
+    "src/backend/tests/unit/utils/test_connection_string_parser.py::test_transform_connection_string[protocol:user:pa:ss:word@host-protocol:user:pa:ss:word@host]": 0.0002251249998153071,
+    "src/backend/tests/unit/utils/test_connection_string_parser.py::test_transform_connection_string[protocol:user:pa@ss@word@host-protocol:user:pa%40ss%40word@host]": 0.0002600429997983156,
+    "src/backend/tests/unit/utils/test_connection_string_parser.py::test_transform_connection_string[protocol:user:pass@word@host-protocol:user:pass%40word@host]": 0.0002567910000834672,
+    "src/backend/tests/unit/utils/test_connection_string_parser.py::test_transform_connection_string[protocol:user:password@-protocol:user:password@]": 0.0002196240002376726,
+    "src/backend/tests/unit/utils/test_connection_string_parser.py::test_transform_connection_string[protocol:user:password@host-protocol:user:password@host]": 0.0002557500001785229,
+    "src/backend/tests/unit/utils/test_connection_string_parser.py::test_transform_connection_string[protocol:user@host-protocol:user@host]": 0.00021862499943381408,
+    "src/backend/tests/unit/utils/test_connection_string_parser.py::test_transform_connection_string[user:password@host-user:password@host]": 0.0002157910003006691
 }
\ No newline at end of file
diff --git a/src/backend/tests/unit/inputs/test_inputs.py b/src/backend/tests/unit/inputs/test_inputs.py
index 902d8142231f..b409e82cacae 100644
--- a/src/backend/tests/unit/inputs/test_inputs.py
+++ b/src/backend/tests/unit/inputs/test_inputs.py
@@ -20,7 +20,7 @@
     SecretStrInput,
     StrInput,
     TableInput,
-    _instantiate_input,
+    instantiate_input,
 )
 from langflow.schema.message import Message
 
@@ -69,14 +69,14 @@ def test_message_text_input_invalid():
 
 def test_instantiate_input_valid():
     data = {"name": "valid_input", "value": "This is a string"}
-    input_instance = _instantiate_input("StrInput", data)
+    input_instance = instantiate_input("StrInput", data)
     assert isinstance(input_instance, StrInput)
     assert input_instance.value == "This is a string"
 
 
 def test_instantiate_input_invalid():
     with pytest.raises(ValueError):
-        _instantiate_input("InvalidInput", {"name": "invalid_input", "value": "This is a string"})
+        instantiate_input("InvalidInput", {"name": "invalid_input", "value": "This is a string"})
 
 
 def test_handle_input_valid():
@@ -218,8 +218,8 @@ def test_instantiate_input_comprehensive():
     }
 
     for input_type, data in valid_data.items():
-        input_instance = _instantiate_input(input_type, data)
+        input_instance = instantiate_input(input_type, data)
         assert isinstance(input_instance, InputTypesMap[input_type])
 
     with pytest.raises(ValueError):
-        _instantiate_input("InvalidInput", {"name": "invalid_input", "value": "Invalid"})
+        instantiate_input("InvalidInput", {"name": "invalid_input", "value": "Invalid"})

From 8415b89babdf360fbfdfeb20956b7fecda8ea275 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Fri, 9 Aug 2024 14:06:41 -0300
Subject: [PATCH 17/38] ci: integrate retry mechanism in Playwright tests to
 improve stability and handle potential failures (#3267)

fix: integrate retry mechanism in Playwright tests to improve stability and handle potential failures
---
 .github/workflows/typescript_test.yml | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/typescript_test.yml b/.github/workflows/typescript_test.yml
index 901662c7303c..40ceb5119f29 100644
--- a/.github/workflows/typescript_test.yml
+++ b/.github/workflows/typescript_test.yml
@@ -132,10 +132,13 @@ jobs:
           echo "${{ secrets.ENV_VARS }}" > .env
 
       - name: Run Playwright Tests
-        run: |
-          cd src/frontend
-          npx playwright test --trace on --shard ${{ matrix.shardIndex }}/${{ matrix.shardTotal }} --workers 2
-        timeout-minutes: 12
+        uses: nick-fields/retry@v3
+        with:
+          timeout_minutes: 12
+          max_attempts: 2
+          command: |
+            cd src/frontend
+            npx playwright test --trace on --shard ${{ matrix.shardIndex }}/${{ matrix.shardTotal }} --workers 2
 
       - name: Upload blob report to GitHub Actions Artifacts
         if: always()

From 07615fed1b06a93869dc419012dac3a56c23900c Mon Sep 17 00:00:00 2001
From: Scott Regan <scott@gradle.com>
Date: Fri, 9 Aug 2024 11:23:30 -0700
Subject: [PATCH 18/38] docs: minor changes on readme text (#3270)

minor changes on readme text
---
 README.md | 34 +++++++++++++++++-----------------
 1 file changed, 17 insertions(+), 17 deletions(-)

diff --git a/README.md b/README.md
index 7aa3e8c90c11..dbbd0f410995 100644
--- a/README.md
+++ b/README.md
@@ -3,14 +3,13 @@
 # [![Langflow](./docs/static/img/hero.png)](https://www.langflow.org)
 
 <p align="center" style="font-size: 12px;">
-    Langflow is a low-code app builder for RAG (retrieval augmented generation) and multi-agent AI applications. It’s Python-based and agnostic to any model, API, data source or database.
+    Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.
 </p>
 
 <p align="center" style="font-size: 12px;">
     <a href="https://docs.langflow.org" style="text-decoration: underline;">Docs</a> -
-    <a href="http://langflow.datastax.com" style="text-decoration: underline;">Free Cloud Service</a> -
-    <a href="https://discord.com/invite/EqksyE2EX9" style="text-decoration: underline;">Join our Discord</a> -
-    <a href="https://twitter.com/langflow_ai" style="text-decoration: underline;">Follow us on X</a>
+    <a href="http://langflow.datastax.com" style="text-decoration: underline;">Free Cloud Service</a>  
+    
 </p>
 
 <div align="center">
@@ -27,31 +26,32 @@ https://github.com/user-attachments/assets/a1a36011-6169-4804-87ad-cfd4c5a79872
 
 </p>
 
-# Core features 
-1. Python-based and agnostic to models, APIs, data sources, or databases.
-2. Visual IDE for drag-and-drop building and testing of workflows.
-3. Playground to immediately test and iterate workflows with step-by-step control.
-4. Multi-agent orchestration and conversation management and retrieval.
-5. Free cloud service - get started  in minutes with no setup.
-6. Publish workflows as back-end APIs or export as a Python application.
-7. Real time observability with LangSmith, LangFuse, or LangWatch integration.
-8. Support enterprise security and scale with free DataStax Langflow cloud service.  
-9. Prebuilt ecosystem integrations to any model, API or database.
+# 🔧 Core features 
+1. **Python-based** and agnostic to models, APIs, data sources, or databases.
+2. **Visual IDE** for drag-and-drop building and testing of workflows.
+3. **Playground** to immediately test and iterate workflows with step-by-step control.
+4. **Multi-agent** orchestration and conversation management and retrieval.
+5. **Free cloud service** to get started in minutes with no setup.
+6. **Publish as an API** or export as a Python application.
+7. **Observability** with LangSmith, LangFuse, or LangWatch integration.
+8. **Enterprise-grade** security and scalability with free DataStax Langflow cloud service.  
+9. **Customize workflows** or create flows entirely just using Python.
+10. **Ecosystem integrations** as reusable components for any model, API or database.
 
 
 ![Integrations](https://github.com/user-attachments/assets/df4a6714-60de-4a8b-aff0-982c5aa467e3)
 
-# Stay up-to-date
+# 📅 Stay up-to-date
 
 Star Langflow on GitHub to be instantly notified of new releases.
 
 ![Star Langflow](https://github.com/user-attachments/assets/03168b17-a11d-4b2a-b0f7-c1cce69e5a2c)
 
-# 📦 Quick Start
+# 📦 Quickstart
 
 - **Install Langflow with pip** (Python version 3.10 or greater):
 ```shell
-python -m pip install langflow -U
+pip install langflow -U
 ```
 
 - **Cloud:** DataStax Langflow is a hosted environment with zero setup. [Sign up for a free account.](http://langflow.datastax.com) 

From 583bc7401904aa30da0545c698c0ec5627ecb15f Mon Sep 17 00:00:00 2001
From: Mike Manh <github.123@vteklabs.com>
Date: Fri, 9 Aug 2024 18:53:39 -0400
Subject: [PATCH 19/38] fix(get-python-api-code):fixing errors in a file
 uploading flow, as in issue #2799 (#2815)

fixing errors in a file uploading flow, as in issue #2799

Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
---
 src/backend/base/langflow/load/utils.py                       | 4 ++--
 .../src/modals/apiModal/utils/get-python-api-code.tsx         | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/backend/base/langflow/load/utils.py b/src/backend/base/langflow/load/utils.py
index 8050ba51eb71..11c04c6c4d3e 100644
--- a/src/backend/base/langflow/load/utils.py
+++ b/src/backend/base/langflow/load/utils.py
@@ -22,7 +22,7 @@ def upload(file_path, host, flow_id):
         url = f"{host}/api/v1/upload/{flow_id}"
         with open(file_path, "rb") as file:
             response = httpx.post(url, files={"file": file})
-            if response.status_code == 200:
+            if response.status_code == 200 or response.status_code == 201:
                 return response.json()
             else:
                 raise Exception(f"Error uploading file: {response.status_code}")
@@ -55,7 +55,7 @@ def upload_file(file_path: str, host: str, flow_id: str, components: list[str],
         if response["file_path"]:
             for component in components:
                 if isinstance(component, str):
-                    tweaks[component] = {"file_path": response["file_path"]}
+                    tweaks[component] = {"path": response["file_path"]}
                 else:
                     raise ValueError(f"Component ID or name must be a string. Got {type(component)}")
             return tweaks
diff --git a/src/frontend/src/modals/apiModal/utils/get-python-api-code.tsx b/src/frontend/src/modals/apiModal/utils/get-python-api-code.tsx
index 4ac41b2359b0..3482e8b0e3dd 100644
--- a/src/frontend/src/modals/apiModal/utils/get-python-api-code.tsx
+++ b/src/frontend/src/modals/apiModal/utils/get-python-api-code.tsx
@@ -95,7 +95,7 @@ def main():
             raise ImportError("Langflow is not installed. Please install it to use the upload_file function.")
         elif not args.components:
             raise ValueError("You need to provide the components to upload the file to.")
-        tweaks = upload_file(file_path=args.upload_file, host=BASE_API_URL, flow_id=ENDPOINT, components=args.components, tweaks=tweaks)
+        tweaks = upload_file(file_path=args.upload_file, host=BASE_API_URL, flow_id=args.endpoint, components=[args.components], tweaks=tweaks)
 
     response = run_flow(
         message=args.message,

From 1789e2da63afdee5df096d752bf8dbdbb3dfb2f6 Mon Sep 17 00:00:00 2001
From: neeraj gupta <neeraj111261cse@gmail.com>
Date: Sun, 11 Aug 2024 16:52:45 +0530
Subject: [PATCH 20/38] fix: correct issue with The "No suitable component"
 error is appearing on the OpenAI component and other components due to a
 missing check (#3279)

---
 .../GenericNode/components/NodeInputField/index.tsx          | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/frontend/src/CustomNodes/GenericNode/components/NodeInputField/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/NodeInputField/index.tsx
index 061a5bcce978..b5e4c73ea0f6 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/NodeInputField/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/NodeInputField/index.tsx
@@ -137,8 +137,9 @@ export default function NodeInputField({
             )}
           </div>
         </div>
-
-        {displayHandle && (
+        {(Array.isArray(displayHandle)
+          ? displayHandle.length > 0
+          : displayHandle) && (
           <HandleRenderComponent
             left={true}
             nodes={nodes}

From ebc2e7db4229ede0c632dc4918d72e22f7f0e585 Mon Sep 17 00:00:00 2001
From: Lucas Oliveira <62335616+lucaseduoli@users.noreply.github.com>
Date: Sun, 11 Aug 2024 14:48:21 -0300
Subject: [PATCH 21/38] Update README.md (#3282)

---
 README.md | 31 ++++++++++++-------------------
 1 file changed, 12 insertions(+), 19 deletions(-)

diff --git a/README.md b/README.md
index dbbd0f410995..dc9b2e8925c2 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,8 @@
 
 <p align="center" style="font-size: 12px;">
     <a href="https://docs.langflow.org" style="text-decoration: underline;">Docs</a> -
-    <a href="http://langflow.datastax.com" style="text-decoration: underline;">Free Cloud Service</a>  
+    <a href="http://langflow.datastax.com" style="text-decoration: underline;">Free Cloud Service</a> -
+    <a href="https://docs.langflow.org/getting-started-installation" style="text-decoration: underline;">Self Managed</a>
     
 </p>
 
@@ -20,13 +21,7 @@
   <a href="./README.KR.md"><img alt="README in KOREAN" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
 </div>
 
-<p align="center">
-
-https://github.com/user-attachments/assets/a1a36011-6169-4804-87ad-cfd4c5a79872
-
-</p>
-
-# 🔧 Core features 
+## ✨ Core features 
 1. **Python-based** and agnostic to models, APIs, data sources, or databases.
 2. **Visual IDE** for drag-and-drop building and testing of workflows.
 3. **Playground** to immediately test and iterate workflows with step-by-step control.
@@ -41,35 +36,33 @@ https://github.com/user-attachments/assets/a1a36011-6169-4804-87ad-cfd4c5a79872
 
 ![Integrations](https://github.com/user-attachments/assets/df4a6714-60de-4a8b-aff0-982c5aa467e3)
 
-# 📅 Stay up-to-date
+## ⭐ Stay up-to-date
 
 Star Langflow on GitHub to be instantly notified of new releases.
 
 ![Star Langflow](https://github.com/user-attachments/assets/03168b17-a11d-4b2a-b0f7-c1cce69e5a2c)
 
-# 📦 Quickstart
+## 📦 Quickstart
 
-- **Install Langflow with pip** (Python version 3.10 or greater):
+- **Install with pip** (Python 3.10 or greater):
 ```shell
-pip install langflow -U
+pip install langflow
 ```
 
 - **Cloud:** DataStax Langflow is a hosted environment with zero setup. [Sign up for a free account.](http://langflow.datastax.com) 
 - **Self-managed:** Run Langflow in your environment. [Install Langflow](https://docs.langflow.org/getting-started-installation) to run a local Langflow server, and then use the [Quickstart](https://docs.langflow.org/getting-started-quickstart) guide to create and execute a flow.
 - **Hugging Face:** [Clone the space using this link](https://huggingface.co/spaces/Langflow/Langflow?duplicate=true) to create a Langflow workspace.
 
-# 👋 Contribute
+[![Getting Started](https://github.com/user-attachments/assets/f1adfbe7-3c35-43a4-b265-661f3d4f875f)](https://www.youtube.com/watch?v=kinngWhaUKM)
 
-We welcome contributions from developers of all levels to our open-source project on GitHub. If you'd like to contribute, please check our [contributing guidelines](./CONTRIBUTING.md) and help make Langflow more accessible.
+## 👋 Contribute
+
+We welcome contributions from developers of all levels. If you'd like to contribute, please check our [contributing guidelines](./CONTRIBUTING.md) and help make Langflow more accessible.
 
 ---
 
 [![Star History Chart](https://api.star-history.com/svg?repos=langflow-ai/langflow&type=Timeline)](https://star-history.com/#langflow-ai/langflow&Date)
 
-# 🌟 Contributors
+## ❤️ Contributors
 
 [![langflow contributors](https://contrib.rocks/image?repo=langflow-ai/langflow)](https://github.com/langflow-ai/langflow/graphs/contributors)
-
-# 📄 License
-
-Langflow is released under the MIT License. See the [LICENSE](LICENSE) file for details.

From ecfcbdaa5a1518b6ac5be40bc2f3a8528804fd0b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=C3=8Dtalo=20Johnny?= <italojohnnydosanjos@gmail.com>
Date: Mon, 12 Aug 2024 13:15:57 -0300
Subject: [PATCH 22/38] docs:  variable global precautions (#3285)

docs: add section with variable global precautions
---
 .../Settings/settings-global-variables.md     | 50 +++++++++++++++++++
 1 file changed, 50 insertions(+)

diff --git a/docs/docs/Settings/settings-global-variables.md b/docs/docs/Settings/settings-global-variables.md
index f6fb074e19ad..f8e9af028b84 100644
--- a/docs/docs/Settings/settings-global-variables.md
+++ b/docs/docs/Settings/settings-global-variables.md
@@ -111,3 +111,53 @@ The default list of variables includes the ones below and more:
 
 <ReactPlayer controls url="https://youtu.be/RedPOCsYNAM" />
 
+
+### Precautions
+
+Global variables are stored in the database, and their values are protected by encryption using a secret
+key. To preserve access to your global variables and avoid losing them, you should take a few precautions:
+
+1. Keep your secret key safe: Even if your database is secure, it won’t be of much use if you can't decrypt
+the values. Ideally, you can set your own secret key using the `LANGFLOW_SECRET_KEY` environment variable. If
+you don't provide a custom value for the secret key, one will be generated randomly and saved in the Langflow
+installation directory.
+
+2. We use SQLite as the default database, and Langflow saves the database file in the installation directory.
+To ensure the security of your data, it’s a good practice to regularly back up this file. If needed, you can
+also change the database location by setting the `LANGFLOW_SAVE_DB_IN_CONFIG_DIR` environment variable to true
+and configuring `LANGFLOW_CONFIG_DIR` to point to a directory of your choice. Alternatively, you can opt to use
+an external database such as PostgreSQL, in which case these configurations are no longer necessary.
+
+For your convenience, if you’re running Langflow directly on your system or in a virtual environment
+via a pip installation, you can set these values by providing Langflow with a .env file containing these
+environment variables, using the following command:
+
+```bash
+langflow run --env-file .env
+```
+
+If you’re running Langflow in a Docker container, you can set these values by providing Langflow with:
+
+```bash
+docker run \
+        --privileged \
+        --user 1000:0 \
+        -p 7860:7860 \
+        -e LANGFLOW_SECRET_KEY=<YOUR_SECRET_KEY_VALUE> \
+        -e LANGFLOW_SAVE_DB_IN_CONFIG_DIR=true \
+        -e LANGFLOW_CONFIG_DIR=/app/container_path \
+        -v $(PWD)/your_path:/app/container_path \
+        langflowai/langflow:latest
+```
+
+or
+
+```bash
+docker run \
+	--privileged \
+	--user 1000:0 \
+	-p 7860:7860 \
+	--env-file .env \
+	-v $(PWD)/your_path:/app/container_path \
+    langflowai/langflow:latest
+```

From 9d8009f2f5c5e3fd3bf47760debc787deb454b1a Mon Sep 17 00:00:00 2001
From: Edwin Jose <edwin.jose@datastax.com>
Date: Mon, 12 Aug 2024 14:57:03 -0400
Subject: [PATCH 23/38] feat: Gmail Loader component created (#3241)

* feat: Gmail Loader component created

* [autofix.ci] apply automated fixes

* Updated Gmail.py

ran make format and ran make lint

* [autofix.ci] apply automated fixes

* Update Gmail.py

Errors Resolved.

Suggestion from @ogabrielluiz added.

Note this is a ChatLoader, since GmailLoader uses the BaseChatloader as base class.

But this would be a highly useful feature. if required i could rewrite the component as document loader. but either way this would be an amazing feature.

Planning to publish gmails tools also in next steps mostly.

* solved lint issues in Gmail.py

Key Changes:
1.	Added Optional to the import statement.
2.	Updated the type hint of label_ids to Optional[List[str]] to allow it to be None or a list of strings.

* remove commented

* remove commented

---------

Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Jordan Frazier <jordan.frazier@datastax.com>
---
 .../base/langflow/components/data/Gmail.py    | 190 ++++++++++++++++++
 1 file changed, 190 insertions(+)
 create mode 100644 src/backend/base/langflow/components/data/Gmail.py

diff --git a/src/backend/base/langflow/components/data/Gmail.py b/src/backend/base/langflow/components/data/Gmail.py
new file mode 100644
index 000000000000..6832bc9eec6b
--- /dev/null
+++ b/src/backend/base/langflow/components/data/Gmail.py
@@ -0,0 +1,190 @@
+import base64
+import re
+import json
+from typing import Any, Iterator, List, Optional
+from google.oauth2.credentials import Credentials
+from googleapiclient.discovery import build
+from langflow.custom import Component
+from langflow.inputs import MessageTextInput
+from langflow.io import SecretStrInput
+from langflow.template import Output
+from langflow.schema import Data
+from langchain_google_community.gmail.loader import GMailLoader
+from langchain_core.chat_sessions import ChatSession
+from langchain_core.messages import HumanMessage
+from json.decoder import JSONDecodeError
+from google.auth.exceptions import RefreshError
+
+
+class GmailLoaderComponent(Component):
+    display_name = "Gmail Loader"
+    description = "Loads emails from Gmail using provided credentials."
+    icon = "Google"
+
+    inputs = [
+        SecretStrInput(
+            name="json_string",
+            display_name="JSON String of the Service Account Token",
+            info="JSON string containing OAuth 2.0 access token information for service account access",
+            required=True,
+            value=str("""{
+                "account": "",
+                "client_id": "",
+                "client_secret": "",
+                "expiry": "",
+                "refresh_token": "",
+                "scopes": [
+                    "https://www.googleapis.com/auth/gmail.readonly",
+                ],
+                "token": "",
+                "token_uri": "https://oauth2.googleapis.com/token",
+                "universe_domain": "googleapis.com"
+            }"""),
+        ),
+        MessageTextInput(
+            name="label_ids",
+            display_name="Label IDs",
+            info="Comma-separated list of label IDs to filter emails.",
+            required=True,
+            value="INBOX,SENT,UNREAD,IMPORTANT",
+        ),
+        MessageTextInput(
+            name="max_results",
+            display_name="Max Results",
+            info="Maximum number of emails to load.",
+            required=True,
+            value="10",
+        ),
+    ]
+
+    outputs = [
+        Output(display_name="Data", name="data", method="load_emails"),
+    ]
+
+    def load_emails(self) -> Data:
+        class CustomGMailLoader(GMailLoader):
+            def __init__(
+                self, creds: Any, n: int = 100, label_ids: Optional[List[str]] = None, raise_error: bool = False
+            ) -> None:
+                super().__init__(creds, n, raise_error)
+                self.label_ids = label_ids if label_ids is not None else ["SENT"]
+
+            def clean_message_content(self, message):
+                # Remove URLs
+                message = re.sub(r"http\S+|www\S+|https\S+", "", message, flags=re.MULTILINE)
+
+                # Remove email addresses
+                message = re.sub(r"\S+@\S+", "", message)
+
+                # Remove special characters and excessive whitespace
+                message = re.sub(r"[^A-Za-z0-9\s]+", " ", message)
+                message = re.sub(r"\s{2,}", " ", message)
+
+                # Trim leading and trailing whitespace
+                message = message.strip()
+
+                return message
+
+            def _extract_email_content(self, msg: Any) -> HumanMessage:
+                from_email = None
+                for values in msg["payload"]["headers"]:
+                    name = values["name"]
+                    if name == "From":
+                        from_email = values["value"]
+                if from_email is None:
+                    raise ValueError("From email not found.")
+
+                if "parts" in msg["payload"]:
+                    parts = msg["payload"]["parts"]
+                else:
+                    parts = [msg["payload"]]
+
+                for part in parts:
+                    if part["mimeType"] == "text/plain":
+                        data = part["body"]["data"]
+                        data = base64.urlsafe_b64decode(data).decode("utf-8")
+                        pattern = re.compile(r"\r\nOn .+(\r\n)*wrote:\r\n")
+                        newest_response = re.split(pattern, data)[0]
+                        message = HumanMessage(
+                            content=self.clean_message_content(newest_response),
+                            additional_kwargs={"sender": from_email},
+                        )
+                        return message
+                raise ValueError("No plain text part found in the email.")
+
+            def _get_message_data(self, service: Any, message: Any) -> ChatSession:
+                msg = service.users().messages().get(userId="me", id=message["id"]).execute()
+                message_content = self._extract_email_content(msg)
+
+                in_reply_to = None
+                email_data = msg["payload"]["headers"]
+                for values in email_data:
+                    name = values["name"]
+                    if name == "In-Reply-To":
+                        in_reply_to = values["value"]
+
+                thread_id = msg["threadId"]
+
+                if in_reply_to:
+                    thread = service.users().threads().get(userId="me", id=thread_id).execute()
+                    messages = thread["messages"]
+
+                    response_email = None
+                    for message in messages:
+                        email_data = message["payload"]["headers"]
+                        for values in email_data:
+                            if values["name"] == "Message-ID":
+                                message_id = values["value"]
+                                if message_id == in_reply_to:
+                                    response_email = message
+                    if response_email is None:
+                        raise ValueError("Response email not found in the thread.")
+                    starter_content = self._extract_email_content(response_email)
+                    return ChatSession(messages=[starter_content, message_content])
+                else:
+                    return ChatSession(messages=[message_content])
+
+            def lazy_load(self) -> Iterator[ChatSession]:
+                service = build("gmail", "v1", credentials=self.creds)
+                results = (
+                    service.users().messages().list(userId="me", labelIds=self.label_ids, maxResults=self.n).execute()
+                )
+                messages = results.get("messages", [])
+                if not messages:
+                    print("No messages found with the specified labels.")
+                for message in messages:
+                    try:
+                        yield self._get_message_data(service, message)
+                    except Exception as e:
+                        if self.raise_error:
+                            raise e
+                        else:
+                            print(f"Error processing message {message['id']}: {e}")
+
+        json_string = self.json_string
+        label_ids = self.label_ids.split(",") if self.label_ids else ["INBOX"]
+        max_results = int(self.max_results) if self.max_results else 100
+
+        # Load the token information from the JSON string
+        try:
+            token_info = json.loads(json_string)
+        except JSONDecodeError as e:
+            raise ValueError("Invalid JSON string") from e
+
+        creds = Credentials.from_authorized_user_info(token_info)
+
+        # Initialize the custom loader with the provided credentials
+        loader = CustomGMailLoader(creds=creds, n=max_results, label_ids=label_ids)
+
+        try:
+            docs = loader.load()
+        except RefreshError as e:
+            raise ValueError(
+                "Authentication error: Unable to refresh authentication token. Please try to reauthenticate."
+            ) from e
+        except Exception as e:
+            raise ValueError(f"Error loading documents: {e}") from e
+
+        # Return the loaded documents
+        self.status = docs
+        return Data(data={"text": docs})

From 775d659380911cce06e0842d796540e97d1d1d63 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Mon, 12 Aug 2024 16:21:27 -0300
Subject: [PATCH 24/38] fix: correct vertex build delete function (#3289)

* refactor: Rearrange imports for clarity and consistency.

* fix: delete now executes the sql statement correctly
---
 .../langflow/services/database/models/vertex_builds/crud.py  | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/backend/base/langflow/services/database/models/vertex_builds/crud.py b/src/backend/base/langflow/services/database/models/vertex_builds/crud.py
index f846d03a009b..972b3d45d5f3 100644
--- a/src/backend/base/langflow/services/database/models/vertex_builds/crud.py
+++ b/src/backend/base/langflow/services/database/models/vertex_builds/crud.py
@@ -2,8 +2,7 @@
 from uuid import UUID
 
 from sqlalchemy.exc import IntegrityError
-from sqlmodel import Session, select, col
-from sqlalchemy import delete
+from sqlmodel import Session, col, delete, select
 
 from langflow.services.database.models.vertex_builds.model import VertexBuildBase, VertexBuildTable
 
@@ -32,5 +31,5 @@ def log_vertex_build(db: Session, vertex_build: VertexBuildBase) -> VertexBuildT
 
 
 def delete_vertex_builds_by_flow_id(db: Session, flow_id: UUID) -> None:
-    delete(VertexBuildTable).where(VertexBuildTable.flow.has(id=flow_id))  # type: ignore
+    db.exec(delete(VertexBuildTable).where(VertexBuildTable.flow_id == flow_id))
     db.commit()

From e09f157af6855932c6c8524d9e7424f9c2f0cf5f Mon Sep 17 00:00:00 2001
From: William Espegren <131612909+WilliamEspegren@users.noreply.github.com>
Date: Mon, 12 Aug 2024 21:45:20 +0200
Subject: [PATCH 25/38] fix: update parameters in spider components (#3280)

* fix: make spider tool work

* upgrade spider-client

* [autofix.ci] apply automated fixes

---------

Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
---
 poetry.lock                                   |  2 +-
 .../langchain_utilities/SpiderTool.py         | 25 +++++++++++--------
 2 files changed, 16 insertions(+), 11 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8ed44e90b426..8cd378366e1b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5236,7 +5236,7 @@ python-multipart = "^0.0.7"
 rich = "^13.7.0"
 sentry-sdk = {version = "^2.5.1", extras = ["fastapi", "loguru"]}
 setuptools = ">=70"
-spider-client = "^0.0.27"
+spider-client = "^0.0.60"
 sqlmodel = "^0.0.18"
 typer = "^0.12.0"
 uncurl = "^0.0.11"
diff --git a/src/backend/base/langflow/components/langchain_utilities/SpiderTool.py b/src/backend/base/langflow/components/langchain_utilities/SpiderTool.py
index ee4b732735c5..0cef340af328 100644
--- a/src/backend/base/langflow/components/langchain_utilities/SpiderTool.py
+++ b/src/backend/base/langflow/components/langchain_utilities/SpiderTool.py
@@ -1,4 +1,4 @@
-from spider.spider import Spider  # type: ignore
+from spider.spider import Spider
 
 from langflow.base.langchain_utilities.spider_constants import MODES
 from langflow.custom import Component
@@ -59,7 +59,7 @@ class SpiderTool(Component):
             advanced=True,
         ),
         BoolInput(
-            name="use_readability",
+            name="readability",
             display_name="Use Readability",
             info="Use readability to pre-process the content for reading.",
             advanced=True,
@@ -89,15 +89,15 @@ class SpiderTool(Component):
 
     def crawl(self) -> list[Data]:
         if self.params:
-            parameters = self.params.data
+            parameters = self.params["data"]
         else:
             parameters = {
-                "limit": self.limit,
-                "depth": self.depth,
-                "blacklist": self.blacklist,
-                "whitelist": self.whitelist,
-                "use_readability": self.use_readability,
-                "request_timeout": self.request_timeout,
+                "limit": self.limit if self.limit else None,
+                "depth": self.depth if self.depth else None,
+                "blacklist": self.blacklist if self.blacklist else None,
+                "whitelist": self.whitelist if self.whitelist else None,
+                "readability": self.readability,
+                "request_timeout": self.request_timeout if self.request_timeout else None,
                 "metadata": self.metadata,
                 "return_format": "markdown",
             }
@@ -117,5 +117,10 @@ def crawl(self) -> list[Data]:
         records = []
 
         for record in result:
-            records.append(Data(data={"content": record["content"], "url": record["url"]}))
+            if self.metadata:
+                records.append(
+                    Data(data={"content": record["content"], "url": record["url"], "metadata": record["metadata"]})
+                )
+            else:
+                records.append(Data(data={"content": record["content"], "url": record["url"]}))
         return records

From a00bbe0a84afae62f3af3c51fa995b11da555bac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 12 Aug 2024 19:53:07 +0000
Subject: [PATCH 26/38] build(deps): bump aiohttp from 3.10.1 to 3.10.2 in
 /src/backend/base (#3269)

Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.10.1 to 3.10.2.
- [Release notes](https://github.com/aio-libs/aiohttp/releases)
- [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst)
- [Commits](https://github.com/aio-libs/aiohttp/compare/v3.10.1...v3.10.2)

---
updated-dependencies:
- dependency-name: aiohttp
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 src/backend/base/poetry.lock | 154 +++++++++++++++++------------------
 1 file changed, 77 insertions(+), 77 deletions(-)

diff --git a/src/backend/base/poetry.lock b/src/backend/base/poetry.lock
index 8deb46e0bfab..5859cf5d0ffa 100644
--- a/src/backend/base/poetry.lock
+++ b/src/backend/base/poetry.lock
@@ -24,87 +24,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.1"
+version = "3.10.2"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "aiohttp-3.10.2-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:ad2274e707be37420d0b6c3d26a8115295fe9d8e6e530fa6a42487a8ca3ad052"},
+    {file = "aiohttp-3.10.2-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:c836bf3c7512100219fe1123743fd8dd9a2b50dd7cfb0c3bb10d041309acab4b"},
+    {file = "aiohttp-3.10.2-cp38-cp38-win32.whl", hash = "sha256:53e8898adda402be03ff164b0878abe2d884e3ea03a4701e6ad55399d84b92dc"},
+    {file = "aiohttp-3.10.2-cp38-cp38-win_amd64.whl", hash = "sha256:7cc8f65f5b22304693de05a245b6736b14cb5bc9c8a03da6e2ae9ef15f8b458f"},
+    {file = "aiohttp-3.10.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:9dfc906d656e14004c5bc672399c1cccc10db38df2b62a13fb2b6e165a81c316"},
+    {file = "aiohttp-3.10.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:91b10208b222ddf655c3a3d5b727879d7163db12b634492df41a9182a76edaae"},
+    {file = "aiohttp-3.10.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9fd16b5e1a7bdd14668cd6bde60a2a29b49147a535c74f50d8177d11b38433a7"},
+    {file = "aiohttp-3.10.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2bfdda4971bd79201f59adbad24ec2728875237e1c83bba5221284dbbf57bda"},
+    {file = "aiohttp-3.10.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:69d73f869cf29e8a373127fc378014e2b17bcfbe8d89134bc6fb06a2f67f3cb3"},
+    {file = "aiohttp-3.10.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:df59f8486507c421c0620a2c3dce81fbf1d54018dc20ff4fecdb2c106d6e6abc"},
+    {file = "aiohttp-3.10.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0df930015db36b460aa9badbf35eccbc383f00d52d4b6f3de2ccb57d064a6ade"},
+    {file = "aiohttp-3.10.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:562b1153ab7f766ee6b8b357ec777a302770ad017cf18505d34f1c088fccc448"},
+    {file = "aiohttp-3.10.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:d984db6d855de58e0fde1ef908d48fe9a634cadb3cf715962722b4da1c40619d"},
+    {file = "aiohttp-3.10.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:14dc3fcb0d877911d775d511eb617a486a8c48afca0a887276e63db04d3ee920"},
+    {file = "aiohttp-3.10.2-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:b52a27a5c97275e254704e1049f4b96a81e67d6205f52fa37a4777d55b0e98ef"},
+    {file = "aiohttp-3.10.2-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:cd33d9de8cfd006a0d0fe85f49b4183c57e91d18ffb7e9004ce855e81928f704"},
+    {file = "aiohttp-3.10.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1238fc979160bc03a92fff9ad021375ff1c8799c6aacb0d8ea1b357ea40932bb"},
+    {file = "aiohttp-3.10.2-cp39-cp39-win32.whl", hash = "sha256:e2f43d238eae4f0b04f58d4c0df4615697d4ca3e9f9b1963d49555a94f0f5a04"},
+    {file = "aiohttp-3.10.2-cp39-cp39-win_amd64.whl", hash = "sha256:947847f07a8f81d7b39b2d0202fd73e61962ebe17ac2d8566f260679e467da7b"},
+    {file = "aiohttp-3.10.2.tar.gz", hash = "sha256:4d1f694b5d6e459352e5e925a42e05bac66655bfde44d81c59992463d2897014"},
 ]
 
 [package.dependencies]

From 7a93a708ee2ff0786a7c7e3220d1c30b96fc78f8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=C3=8Dtalo=20Johnny?= <italojohnnydosanjos@gmail.com>
Date: Mon, 12 Aug 2024 19:09:08 -0300
Subject: [PATCH 27/38] fix: message sorting in playground (#3293)

---
 .../services/database/models/vertex_builds/model.py      | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/src/backend/base/langflow/services/database/models/vertex_builds/model.py b/src/backend/base/langflow/services/database/models/vertex_builds/model.py
index 78d582fe8587..e45a659a39f8 100644
--- a/src/backend/base/langflow/services/database/models/vertex_builds/model.py
+++ b/src/backend/base/langflow/services/database/models/vertex_builds/model.py
@@ -2,7 +2,7 @@
 from typing import TYPE_CHECKING, Optional
 from uuid import UUID, uuid4
 
-from pydantic import field_validator, BaseModel
+from pydantic import field_serializer, field_validator, BaseModel
 from sqlmodel import JSON, Column, Field, Relationship, SQLModel
 
 
@@ -32,6 +32,13 @@ def validate_flow_id(cls, value):
             value = UUID(value)
         return value
 
+    @field_serializer("timestamp")
+    @classmethod
+    def serialize_timestamp(cls, value):
+        if value.tzinfo is None:
+            value = value.replace(tzinfo=timezone.utc)
+        return value
+
 
 class VertexBuildTable(VertexBuildBase, table=True):  # type: ignore
     __tablename__ = "vertex_build"

From 7264028e414da4f0284e79e322cca38e384cd3a5 Mon Sep 17 00:00:00 2001
From: Lucas Oliveira <62335616+lucaseduoli@users.noreply.github.com>
Date: Mon, 12 Aug 2024 19:21:52 -0300
Subject: [PATCH 28/38] refactor: optimize flow saving functionality and
 implement manual saving (#3283)

* fixed patch update flow

* fixed update flow patch to receive id by payload

* created save flow hook with auto save and manual save functions

* fix poetry lock

* added auto save check with environment variable

* removed unused user

* separated autosave and put the flow as a creation with nodes and edges

* removed set nodes that skipped saving

* implemented auto save hook

* removed autosave from setNodes and setEdges

* added auto save hook and saved on viewport move and added useEffect to save on nodes and edges changed

* changed type of setNodes

* removed unused var

* removed deletion of empty flow

* Added saving of flow on button when autoSave is disabled

* disable saving when the nodes are empty

* removed save loading as false when the access token is renewed

* implemented useDebounce

* added save loading to save flow hook

* removed setting nodes and edges on fetching, since they are set when the current flow is updated

* removed unused var

* use debounce hook to save flow

* set nodes and edges on current flow id change

* removed useplaygroundeffect

* removed unused import

* put set save loading before the If

* removed flow cleaning and inputs setting, since the inputs and outputs are set on the ResetFlow function

* updated to use ResetFlow function to update everything regarding flow

* removed flow pool get on resetFlow, for it to be fetched only if the user is inside the flow

* updated packagelock

* Changed router to outlet on app.tsx to use createRouter

* Created authSettingsGuard to guard the general settings

* Fixed routes to use createBrowserRouter to allow the use of useBlocker

* Changed index.tsx to use RouterProvider and the router just created

* Changed flowStore to have a local flow state

* Implemented setting the current flow state when saving the flow

* Added the update of current flow when auto saving

* changed current flow to use the current flow from Flow Store instead of Flows Manager Store

* Changed codeTabsComponent Tweaks check to show if its checked

* Removed unused variables

* Removed browser router from context wrapper

* Removed unused console.log

* Changed initialSetup to just run when opening the modal

* changed confirmationModal to have destructiveCancel and to only call onCancel if the other buttons were not pressed

* Created a SaveChangesModal that confirms if the user wants to save their changes

* Get folder by id when folder id changes too

* Changed reset flow calls to store whole flow

* Added check if user is exiting page to prevent him when there are unsaved changes

* Added new types on ConfirmationModalType

* Implement save on clicking the save button on the header

* added save component shortcut to use save shortcut as save flow

* added save component shortcut on shortcutsStore type

* changed save shortcut to save component on node toolbar

* added save shortcut to header menubar

* changed shortcuts name to be compatible with existing ones

* changed shortcuts to be backwards compatible

* changed save to changes to maintain retrocompatibility

* changed save_component to save to maintain retrocompatibility

* Changed time difference to unsaved changes

* changed the toolbar select item to get the right save shortcut

* Changed save flow to use current flow from useFlowStore instead of the previous saved flow

* changed changesNotSaved to include flow name and metadata

* Added way of saving the flow settings just locally instead of directly to database

* Changed shareModal to save flow with hook

* removed old auto saving on connect

* Removed save functions from flowsManagerStore

* refactor: Remove unused imports and state variables in EditFlowSettings component

* use current flow not saved one and refactored page to not receive flow

* added check of isFlowPage to display the menubar

* Added checks to render playground if API key is valid and if Flows exists

* Added check to not display X on chat on playground page

* Updated flows variable to be undefined by start to prevent things from loading before flows initialize

* Implemented log builds parameter to not allow the builds to be logged if user not on flowPage
---
 src/frontend/package-lock.json                |   1 -
 src/frontend/src/App.tsx                      |   5 +-
 .../components/OutputComponent/index.tsx      |  15 -
 .../src/CustomNodes/GenericNode/index.tsx     |   1 -
 .../components/authSettingsGuard/index.tsx    |  19 ++
 .../hooks/use-playground-effect.tsx           |  27 --
 .../src/components/cardComponent/index.tsx    |  30 +-
 .../src/components/chatComponent/index.tsx    |   7 +-
 .../components/codeTabsComponent/index.tsx    |   1 +
 .../editFlowSettingsComponent/index.tsx       |   2 -
 .../components/menuBar/index.tsx              |  82 ++++-
 .../src/components/headerComponent/index.tsx  |  17 +-
 .../hooks/use-on-file-drop.tsx                |   9 +-
 src/frontend/src/constants/constants.ts       |   6 +-
 src/frontend/src/contexts/authContext.tsx     |   9 -
 src/frontend/src/contexts/index.tsx           |  23 +-
 src/frontend/src/controllers/API/api.tsx      |   4 -
 src/frontend/src/controllers/API/index.ts     |  28 --
 .../API/queries/_builds/use-get-builds.ts     |   3 +-
 .../queries/flows/use-patch-update-flow.ts    |  25 +-
 src/frontend/src/hooks/flows/use-add-flow.ts  |   9 +-
 .../src/hooks/flows/use-autosave-flow.ts      |  19 ++
 .../src/hooks/flows/use-delete-flow.ts        |   2 +-
 src/frontend/src/hooks/flows/use-save-flow.ts | 100 ++++++
 src/frontend/src/hooks/use-debounce.ts        |  13 +
 src/frontend/src/index.tsx                    |  15 +-
 .../IOModal/components/chatView/index.tsx     |   1 -
 src/frontend/src/modals/IOModal/index.tsx     |  12 +-
 src/frontend/src/modals/apiModal/index.tsx    |   3 -
 .../src/modals/confirmationModal/index.tsx    |  14 +-
 src/frontend/src/modals/exportModal/index.tsx |   4 +-
 .../src/modals/flowSettingsModal/index.tsx    |  59 ++--
 .../src/modals/saveChangesModal/index.tsx     |  22 ++
 src/frontend/src/modals/shareModal/index.tsx  |   7 +-
 src/frontend/src/pages/AdminPage/index.tsx    |   9 -
 .../components/PageComponent/index.tsx        |  80 ++---
 .../extraSidebarComponent/index.tsx           |  69 +---
 .../sideBarDraggableComponent/index.tsx       |   2 +-
 .../components/nodeToolbarComponent/index.tsx |  15 +-
 src/frontend/src/pages/FlowPage/index.tsx     |  64 +++-
 .../components/componentsComponent/index.tsx  |   2 +-
 .../pages/MainPage/pages/mainPage/index.tsx   |  11 +-
 src/frontend/src/pages/Playground/index.tsx   |  48 +--
 .../src/pages/ProfileSettingsPage/index.tsx   |  12 +-
 src/frontend/src/pages/SettingsPage/index.tsx |  11 -
 .../SettingsPage/pages/GeneralPage/index.tsx  |   7 +-
 .../pages/hooks/use-scroll-to-element.tsx     |   9 +-
 src/frontend/src/pages/StorePage/index.tsx    |  10 +-
 src/frontend/src/pages/ViewPage/index.tsx     |  38 ++-
 src/frontend/src/routes.tsx                   | 297 ++++++++----------
 src/frontend/src/stores/darkStore.ts          |   2 +-
 src/frontend/src/stores/flowStore.ts          |  84 ++---
 src/frontend/src/stores/flowsManagerStore.ts  |  82 +----
 src/frontend/src/stores/shortcuts.ts          |   3 +-
 src/frontend/src/types/components/index.ts    |   3 +-
 src/frontend/src/types/store/index.ts         |   1 +
 src/frontend/src/types/zustand/flow/index.ts  |  29 +-
 .../src/types/zustand/flowsManager/index.ts   |  21 +-
 src/frontend/src/utils/buildUtils.ts          |   5 +
 .../tests/end-to-end/flowSettings.spec.ts     |   4 -
 .../tests/end-to-end/store-shard-2.spec.ts    |   3 +-
 src/frontend/vite.config.mts                  |   3 +
 62 files changed, 731 insertions(+), 787 deletions(-)
 create mode 100644 src/frontend/src/components/authSettingsGuard/index.tsx
 delete mode 100644 src/frontend/src/components/cardComponent/hooks/use-playground-effect.tsx
 create mode 100644 src/frontend/src/hooks/flows/use-autosave-flow.ts
 create mode 100644 src/frontend/src/hooks/flows/use-save-flow.ts
 create mode 100644 src/frontend/src/hooks/use-debounce.ts
 create mode 100644 src/frontend/src/modals/saveChangesModal/index.tsx

diff --git a/src/frontend/package-lock.json b/src/frontend/package-lock.json
index f150e6b429da..db0e15228cd9 100644
--- a/src/frontend/package-lock.json
+++ b/src/frontend/package-lock.json
@@ -1079,7 +1079,6 @@
     },
     "node_modules/@clack/prompts/node_modules/is-unicode-supported": {
       "version": "1.3.0",
-      "extraneous": true,
       "inBundle": true,
       "license": "MIT",
       "engines": {
diff --git a/src/frontend/src/App.tsx b/src/frontend/src/App.tsx
index ddccd55cceed..9423ce55f237 100644
--- a/src/frontend/src/App.tsx
+++ b/src/frontend/src/App.tsx
@@ -1,6 +1,7 @@
 import { useContext, useEffect } from "react";
 import { Cookies } from "react-cookie";
 import { ErrorBoundary } from "react-error-boundary";
+import { Outlet } from "react-router-dom";
 import "reactflow/dist/style.css";
 import "./App.css";
 import AlertDisplayArea from "./alerts/displayArea";
@@ -22,7 +23,6 @@ import { useGetHealthQuery } from "./controllers/API/queries/health";
 import { useGetVersionQuery } from "./controllers/API/queries/version";
 import { setupAxiosDefaults } from "./controllers/API/utils";
 import useTrackLastVisitedPath from "./hooks/use-track-last-visited-path";
-import Router from "./routes";
 import useAlertStore from "./stores/alertStore";
 import useAuthStore from "./stores/authStore";
 import { useDarkStore } from "./stores/darkStore";
@@ -172,8 +172,7 @@ export default function App() {
           >
             <LoadingComponent remSize={50} />
           </div>
-
-          <Router />
+          <Outlet />
         </>
       </ErrorBoundary>
       <div></div>
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/OutputComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/OutputComponent/index.tsx
index 6c18e6b0bfad..d3992035f75c 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/OutputComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/OutputComponent/index.tsx
@@ -1,17 +1,5 @@
-import { cloneDeep } from "lodash";
-import { useUpdateNodeInternals } from "reactflow";
-import ForwardedIconComponent from "../../../../components/genericIconComponent";
 import ShadTooltip from "../../../../components/shadTooltipComponent";
-import { Button } from "../../../../components/ui/button";
-import {
-  DropdownMenu,
-  DropdownMenuContent,
-  DropdownMenuItem,
-  DropdownMenuTrigger,
-} from "../../../../components/ui/dropdown-menu";
-import useFlowStore from "../../../../stores/flowStore";
 import { outputComponentType } from "../../../../types/components";
-import { NodeDataType } from "../../../../types/flow";
 import { cn } from "../../../../utils/utils";
 
 export default function OutputComponent({
@@ -23,9 +11,6 @@ export default function OutputComponent({
   name,
   proxy,
 }: outputComponentType) {
-  const setNode = useFlowStore((state) => state.setNode);
-  const updateNodeInternals = useUpdateNodeInternals();
-
   const displayProxy = (children) => {
     if (proxy) {
       return (
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index e0a582d445c4..09dd6f6a4e23 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -289,7 +289,6 @@ export default function GenericNode({
   function handlePlayWShortcut() {
     if (buildStatus === BuildStatus.BUILDING || isBuilding || !selected) return;
     setValidationStatus(null);
-    console.log(data.node?.display_name);
     buildFlow({ stopNodeId: data.id });
   }
 
diff --git a/src/frontend/src/components/authSettingsGuard/index.tsx b/src/frontend/src/components/authSettingsGuard/index.tsx
new file mode 100644
index 000000000000..90bf63dd93c0
--- /dev/null
+++ b/src/frontend/src/components/authSettingsGuard/index.tsx
@@ -0,0 +1,19 @@
+import FeatureFlags from "@/../feature-config.json";
+import useAuthStore from "@/stores/authStore";
+import { useStoreStore } from "@/stores/storeStore";
+import { Navigate } from "react-router-dom";
+
+export const AuthSettingsGuard = ({ children }) => {
+  const autoLogin = useAuthStore((state) => state.autoLogin);
+  const hasStore = useStoreStore((state) => state.hasStore);
+
+  // Hides the General settings if there is nothing to show
+  const showGeneralSettings =
+    FeatureFlags.ENABLE_PROFILE_ICONS || hasStore || !autoLogin;
+
+  if (showGeneralSettings) {
+    return children;
+  } else {
+    return <Navigate replace to="global-variables" />;
+  }
+};
diff --git a/src/frontend/src/components/cardComponent/hooks/use-playground-effect.tsx b/src/frontend/src/components/cardComponent/hooks/use-playground-effect.tsx
deleted file mode 100644
index e9236e98be14..000000000000
--- a/src/frontend/src/components/cardComponent/hooks/use-playground-effect.tsx
+++ /dev/null
@@ -1,27 +0,0 @@
-import { useEffect } from "react";
-import { FlowType } from "../../../types/flow";
-
-const usePlaygroundEffect = (
-  currentFlowId: string,
-  playground: boolean,
-  openPlayground: boolean,
-  currentFlow: FlowType | undefined,
-  setNodes: (value: any, value2: boolean) => void,
-  setEdges: (value: any, value2: boolean) => void,
-  cleanFlowPool: () => void,
-) => {
-  useEffect(() => {
-    if (currentFlowId && playground) {
-      if (openPlayground) {
-        setNodes(currentFlow?.data?.nodes ?? [], true);
-        setEdges(currentFlow?.data?.edges ?? [], true);
-      } else {
-        setNodes([], true);
-        setEdges([], true);
-      }
-      cleanFlowPool();
-    }
-  }, [openPlayground]);
-};
-
-export default usePlaygroundEffect;
diff --git a/src/frontend/src/components/cardComponent/index.tsx b/src/frontend/src/components/cardComponent/index.tsx
index 0e6af1f35f27..c36aef2913d8 100644
--- a/src/frontend/src/components/cardComponent/index.tsx
+++ b/src/frontend/src/components/cardComponent/index.tsx
@@ -1,12 +1,10 @@
 import { usePostLikeComponent } from "@/controllers/API/queries/store";
-import { useEffect, useState } from "react";
-import { createRoot } from "react-dom/client";
+import { useState } from "react";
 import { Control } from "react-hook-form";
-import { getComponent, postLikeComponent } from "../../controllers/API";
+import { getComponent } from "../../controllers/API";
 import IOModal from "../../modals/IOModal";
 import DeleteConfirmationModal from "../../modals/deleteConfirmationModal";
 import useAlertStore from "../../stores/alertStore";
-import useFlowStore from "../../stores/flowStore";
 import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { useStoreStore } from "../../stores/storeStore";
 import { FlowType } from "../../types/flow";
@@ -31,7 +29,6 @@ import Loading from "../ui/loading";
 import useDataEffect from "./hooks/use-data-effect";
 import useInstallComponent from "./hooks/use-handle-install";
 import useDragStart from "./hooks/use-on-drag-start";
-import usePlaygroundEffect from "./hooks/use-playground-effect";
 import { convertTestName } from "./utils/convert-test-name";
 
 export default function CollectionCardComponent({
@@ -56,7 +53,6 @@ export default function CollectionCardComponent({
   const setSuccessData = useAlertStore((state) => state.setSuccessData);
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const setValidApiKey = useStoreStore((state) => state.updateValidApiKey);
-  const cleanFlowPool = useFlowStore((state) => state.CleanFlowPool);
   const isStore = false;
   const [loading, setLoading] = useState(false);
   const [likedByUser, setLikedByUser] = useState(data?.liked_by_user ?? false);
@@ -64,16 +60,9 @@ export default function CollectionCardComponent({
   const [downloadsCount, setDownloadsCount] = useState(
     data?.downloads_count ?? 0,
   );
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
   const setCurrentFlow = useFlowsManagerStore((state) => state.setCurrentFlow);
   const getFlowById = useFlowsManagerStore((state) => state.getFlowById);
-  const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
-  const setNodes = useFlowStore((state) => state.setNodes);
-  const setEdges = useFlowStore((state) => state.setEdges);
   const [openPlayground, setOpenPlayground] = useState(false);
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
   const [loadingPlayground, setLoadingPlayground] = useState(false);
 
   const selectedFlowsComponentsCards = useFlowsManagerStore(
@@ -96,16 +85,6 @@ export default function CollectionCardComponent({
     return inputs.length > 0 || outputs.length > 0;
   }
 
-  usePlaygroundEffect(
-    currentFlowId,
-    playground!,
-    openPlayground,
-    currentFlow,
-    setNodes,
-    setEdges,
-    cleanFlowPool,
-  );
-
   useDataEffect(data, setLikedByUser, setLikesCount, setDownloadsCount);
 
   const { handleInstall } = useInstallComponent(
@@ -317,7 +296,7 @@ export default function CollectionCardComponent({
                         setLoadingPlayground(false);
                         return;
                       }
-                      setCurrentFlowId(data.id);
+                      setCurrentFlow(flow);
                       setOpenPlayground(true);
                       setLoadingPlayground(false);
                     } else {
@@ -473,7 +452,7 @@ export default function CollectionCardComponent({
                         setLoadingPlayground(false);
                         return;
                       }
-                      setCurrentFlowId(data.id);
+                      setCurrentFlow(flow);
                       setOpenPlayground(true);
                       setLoadingPlayground(false);
                     } else {
@@ -510,6 +489,7 @@ export default function CollectionCardComponent({
       </Card>
       {openPlayground && (
         <IOModal
+          key={data.id}
           cleanOnClose={true}
           open={openPlayground}
           setOpen={setOpenPlayground}
diff --git a/src/frontend/src/components/chatComponent/index.tsx b/src/frontend/src/components/chatComponent/index.tsx
index cf4ea95e241f..1b40466e13cf 100644
--- a/src/frontend/src/components/chatComponent/index.tsx
+++ b/src/frontend/src/components/chatComponent/index.tsx
@@ -1,12 +1,11 @@
 import FeatureFlags from "@/../feature-config.json";
 import { Transition } from "@headlessui/react";
-import { useMemo, useRef, useState } from "react";
+import { useMemo, useState } from "react";
 import { useHotkeys } from "react-hotkeys-hook";
 import IOModal from "../../modals/IOModal";
 import ApiModal from "../../modals/apiModal";
 import ShareModal from "../../modals/shareModal";
 import useFlowStore from "../../stores/flowStore";
-import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { useShortcutsStore } from "../../stores/shortcuts";
 import { useStoreStore } from "../../stores/storeStore";
 import { classNames, isThereModal } from "../../utils/utils";
@@ -47,9 +46,7 @@ export default function FlowToolbar(): JSX.Element {
   const hasStore = useStoreStore((state) => state.hasStore);
   const validApiKey = useStoreStore((state) => state.validApiKey);
   const hasApiKey = useStoreStore((state) => state.hasApiKey);
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
-
-  const prevNodesRef = useRef<any[] | undefined>();
+  const currentFlow = useFlowStore((state) => state.currentFlow);
 
   const ModalMemo = useMemo(
     () => (
diff --git a/src/frontend/src/components/codeTabsComponent/index.tsx b/src/frontend/src/components/codeTabsComponent/index.tsx
index 239a3117e0c4..f17afa61571b 100644
--- a/src/frontend/src/components/codeTabsComponent/index.tsx
+++ b/src/frontend/src/components/codeTabsComponent/index.tsx
@@ -86,6 +86,7 @@ export default function CodeTabsComponent({
                   }}
                   id="tweaks-switch"
                   onCheckedChange={setActiveTweaks}
+                  checked={activeTweaks}
                   autoFocus={false}
                 />
                 <Label
diff --git a/src/frontend/src/components/editFlowSettingsComponent/index.tsx b/src/frontend/src/components/editFlowSettingsComponent/index.tsx
index 03a9252f3c04..d1fcc710087a 100644
--- a/src/frontend/src/components/editFlowSettingsComponent/index.tsx
+++ b/src/frontend/src/components/editFlowSettingsComponent/index.tsx
@@ -2,7 +2,6 @@ import React, { ChangeEvent, useState } from "react";
 import { Input } from "../../components/ui/input";
 import { Label } from "../../components/ui/label";
 import { Textarea } from "../../components/ui/textarea";
-import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { InputProps } from "../../types/components";
 import { cn, isEndpointNameValid } from "../../utils/utils";
 
@@ -19,7 +18,6 @@ export const EditFlowSettings: React.FC<InputProps> = ({
   const [isMaxLength, setIsMaxLength] = useState(false);
   const [validEndpointName, setValidEndpointName] = useState(true);
   const [isInvalidName, setIsInvalidName] = useState(false);
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
 
   const handleNameChange = (event: ChangeEvent<HTMLInputElement>) => {
     const { value } = event.target;
diff --git a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
index b7475e6d5474..776059dcd6bb 100644
--- a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
+++ b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
@@ -8,7 +8,10 @@ import {
 } from "../../../ui/dropdown-menu";
 
 import useAddFlow from "@/hooks/flows/use-add-flow";
+import useSaveFlow from "@/hooks/flows/use-save-flow";
 import useUploadFlow from "@/hooks/flows/use-upload-flow";
+import { customStringify } from "@/utils/reactflowUtils";
+import { useHotkeys } from "react-hotkeys-hook";
 import { useNavigate } from "react-router-dom";
 import { UPLOAD_ERROR_ALERT } from "../../../../constants/alerts_constants";
 import { SAVED_HOVER } from "../../../../constants/constants";
@@ -29,7 +32,6 @@ import { Button } from "../../../ui/button";
 export const MenuBar = ({}: {}): JSX.Element => {
   const shortcuts = useShortcutsStore((state) => state.shortcuts);
   const addFlow = useAddFlow();
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const setSuccessData = useAlertStore((state) => state.setSuccessData);
   const setLockChat = useFlowStore((state) => state.setLockChat);
@@ -46,6 +48,24 @@ export const MenuBar = ({}: {}): JSX.Element => {
   const navigate = useNavigate();
   const isBuilding = useFlowStore((state) => state.isBuilding);
   const getTypes = useTypesStore((state) => state.getTypes);
+  const saveFlow = useSaveFlow();
+  const shouldAutosave = process.env.LANGFLOW_AUTO_SAVE !== "false";
+  const currentFlow = useFlowStore((state) => state.currentFlow);
+  const currentSavedFlow = useFlowsManagerStore((state) => state.currentFlow);
+  const updatedAt = currentSavedFlow?.updated_at;
+  const onFlowPage = useFlowStore((state) => state.onFlowPage);
+
+  const changesNotSaved =
+    customStringify(currentFlow) !== customStringify(currentSavedFlow) &&
+    !shouldAutosave;
+
+  const savedText =
+    updatedAt && changesNotSaved
+      ? new Date(updatedAt).toLocaleString("en-US", {
+          hour: "numeric",
+          minute: "numeric",
+        })
+      : "Saved";
 
   function handleAddFlow() {
     try {
@@ -69,10 +89,19 @@ export const MenuBar = ({}: {}): JSX.Element => {
     } else if (saveLoading) {
       return "Saving...";
     }
-    return "Saved";
+    return savedText;
   }
 
-  return currentFlow ? (
+  const handleSave = () => {
+    saveFlow().then(() => {
+      setSuccessData({ title: "Saved successfully" });
+    });
+  };
+
+  const changes = useShortcutsStore((state) => state.changes);
+  useHotkeys(changes, handleSave, { preventDefault: true });
+
+  return currentFlow && onFlowPage ? (
     <div className="round-button-div">
       <div className="header-menu-bar">
         <DropdownMenu>
@@ -112,6 +141,20 @@ export const MenuBar = ({}: {}): JSX.Element => {
               <IconComponent name="Settings2" className="header-menu-options" />
               Settings
             </DropdownMenuItem>
+            {!shouldAutosave && (
+              <DropdownMenuItem onClick={handleSave} className="cursor-pointer">
+                <ToolbarSelectItem
+                  value="Save"
+                  icon="Save"
+                  dataTestId=""
+                  shortcut={
+                    shortcuts.find(
+                      (s) => s.name.toLowerCase() === "changes save",
+                    )?.shortcut!
+                  }
+                />
+              </DropdownMenuItem>
+            )}
             <DropdownMenuItem
               onClick={() => {
                 setOpenLogs(true);
@@ -205,11 +248,11 @@ export const MenuBar = ({}: {}): JSX.Element => {
         ></FlowSettingsModal>
         <FlowLogsModal open={openLogs} setOpen={setOpenLogs}></FlowLogsModal>
       </div>
-      {(currentFlow.updated_at || saveLoading) && (
+      {(updatedAt || saveLoading) && (
         <ShadTooltip
           content={
             SAVED_HOVER +
-            new Date(currentFlow.updated_at ?? "").toLocaleString("en-US", {
+            new Date(updatedAt ?? "").toLocaleString("en-US", {
               hour: "numeric",
               minute: "numeric",
               second: "numeric",
@@ -220,13 +263,32 @@ export const MenuBar = ({}: {}): JSX.Element => {
         >
           <div className="flex cursor-default items-center gap-2 text-sm text-muted-foreground transition-all">
             <div className="flex cursor-default items-center gap-1.5 text-sm text-muted-foreground transition-all">
-              <IconComponent
-                name={isBuilding || saveLoading ? "Loader2" : "CheckCircle2"}
+              <Button
+                unstyled
+                disabled={shouldAutosave || !changesNotSaved}
                 className={cn(
-                  "h-4 w-4",
-                  isBuilding || saveLoading ? "animate-spin" : "animate-wiggle",
+                  !shouldAutosave && changesNotSaved
+                    ? "hover:text-primary"
+                    : "",
                 )}
-              />
+                onClick={handleSave}
+              >
+                <IconComponent
+                  name={
+                    isBuilding || saveLoading
+                      ? "Loader2"
+                      : changesNotSaved
+                        ? "Save"
+                        : "CheckCircle2"
+                  }
+                  className={cn(
+                    "h-4 w-4",
+                    isBuilding || saveLoading
+                      ? "animate-spin"
+                      : "animate-wiggle",
+                  )}
+                />
+              </Button>
               <div>{printByBuildStatus()}</div>
             </div>
             <button
diff --git a/src/frontend/src/components/headerComponent/index.tsx b/src/frontend/src/components/headerComponent/index.tsx
index c806b4d5cae0..ab63a9ecb9b7 100644
--- a/src/frontend/src/components/headerComponent/index.tsx
+++ b/src/frontend/src/components/headerComponent/index.tsx
@@ -1,7 +1,7 @@
 import { useContext } from "react";
 import { FaDiscord, FaGithub } from "react-icons/fa";
 import { RiTwitterXFill } from "react-icons/ri";
-import { Link, useLocation, useNavigate, useParams } from "react-router-dom";
+import { Link, useLocation, useNavigate } from "react-router-dom";
 import AlertDropdown from "../../alerts/alertDropDown";
 import {
   BASE_URL_API,
@@ -12,11 +12,9 @@ import { AuthContext } from "../../contexts/authContext";
 
 import FeatureFlags from "@/../feature-config.json";
 import { useLogout } from "@/controllers/API/queries/auth";
-import useDeleteFlow from "@/hooks/flows/use-delete-flow";
 import useAuthStore from "@/stores/authStore";
 import useAlertStore from "../../stores/alertStore";
 import { useDarkStore } from "../../stores/darkStore";
-import useFlowStore from "../../stores/flowStore";
 import { useLocationStore } from "../../stores/locationStore";
 import { useStoreStore } from "../../stores/storeStore";
 import IconComponent, { ForwardedIconComponent } from "../genericIconComponent";
@@ -44,10 +42,7 @@ export default function Header(): JSX.Element {
   const logout = useAuthStore((state) => state.logout);
 
   const navigate = useNavigate();
-  const deleteFlow = useDeleteFlow();
   const hasStore = useStoreStore((state) => state.hasStore);
-  const { id } = useParams();
-  const nodes = useFlowStore((state) => state.nodes);
 
   const dark = useDarkStore((state) => state.dark);
   const setDark = useDarkStore((state) => state.setDark);
@@ -58,11 +53,6 @@ export default function Header(): JSX.Element {
   const profileImageUrl = `${BASE_URL_API}files/profile_pictures/${
     userData?.profile_image ?? "Space/046-rocket.svg"
   }`;
-  async function checkForChanges(): Promise<void> {
-    if (nodes.length === 0 && id) {
-      await deleteFlow({ id });
-    }
-  }
 
   const redirectToLastLocation = () => {
     const lastFlowVisitedIndex = routeHistory
@@ -100,14 +90,13 @@ export default function Header(): JSX.Element {
   return (
     <div className="header-arrangement">
       <div className="header-start-display lg:w-[407px]">
-        <Link to="/all" className="cursor-pointer" onClick={checkForChanges}>
+        <Link to="/all" className="cursor-pointer">
           <span className="ml-4 text-2xl">⛓️</span>
         </Link>
         {showArrowReturnIcon && (
           <Button
             unstyled
             onClick={() => {
-              checkForChanges();
               redirectToLastLocation();
             }}
           >
@@ -129,7 +118,6 @@ export default function Header(): JSX.Element {
                 : "secondary"
             }
             size="sm"
-            onClick={checkForChanges}
           >
             <IconComponent name="Home" className="h-4 w-4" />
             <div className="hidden flex-1 md:block">{USER_PROJECTS_HEADER}</div>
@@ -142,7 +130,6 @@ export default function Header(): JSX.Element {
               className="gap-2"
               variant={location.pathname === "/store" ? "primary" : "secondary"}
               size="sm"
-              onClick={checkForChanges}
               data-testid="button-store"
             >
               <IconComponent name="Store" className="h-4 w-4" />
diff --git a/src/frontend/src/components/sidebarComponent/hooks/use-on-file-drop.tsx b/src/frontend/src/components/sidebarComponent/hooks/use-on-file-drop.tsx
index 216fde9f93ea..9e353624c069 100644
--- a/src/frontend/src/components/sidebarComponent/hooks/use-on-file-drop.tsx
+++ b/src/frontend/src/components/sidebarComponent/hooks/use-on-file-drop.tsx
@@ -1,8 +1,8 @@
+import useSaveFlow from "@/hooks/flows/use-save-flow";
 import {
   UPLOAD_ALERT_LIST,
   WRONG_FILE_ERROR_ALERT,
 } from "../../../constants/alerts_constants";
-import { updateFlowInDatabase } from "../../../controllers/API";
 import { uploadFlowToFolder } from "../../../pages/MainPage/services";
 import useAlertStore from "../../../stores/alertStore";
 import useFlowsManagerStore from "../../../stores/flowsManagerStore";
@@ -21,6 +21,7 @@ const useFileDrop = (
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const refreshFolders = useFolderStore((state) => state.refreshFolders);
   const flows = useFlowsManagerStore((state) => state.flows);
+  const saveFlow = useSaveFlow();
 
   const triggerFolderChange = (folderId) => {
     if (folderChangeCallback) {
@@ -106,21 +107,21 @@ const useFileDrop = (
   };
 
   const uploadFromDragCard = (flowId, folderId) => {
-    const selectedFlow = flows.find((flow) => flow.id === flowId);
+    const selectedFlow = flows?.find((flow) => flow.id === flowId);
 
     if (!selectedFlow) {
       throw new Error("Flow not found");
     }
     const updatedFlow = { ...selectedFlow, folder_id: folderId };
 
-    const newName = addVersionToDuplicates(updatedFlow, flows);
+    const newName = addVersionToDuplicates(updatedFlow, flows ?? []);
 
     updatedFlow.name = newName;
 
     setFolderDragging(false);
     setFolderIdDragging("");
 
-    updateFlowInDatabase(updatedFlow).then(() => {
+    saveFlow(updatedFlow).then(() => {
       refreshFolders();
       triggerFolderChange(folderId);
     });
diff --git a/src/frontend/src/constants/constants.ts b/src/frontend/src/constants/constants.ts
index 659e308cab29..d6c8c0a8332b 100644
--- a/src/frontend/src/constants/constants.ts
+++ b/src/frontend/src/constants/constants.ts
@@ -770,9 +770,13 @@ export const defaultShortcuts = [
     shortcut: `${IS_MAC ? "Cmd" : "Ctrl"} + Shift + D`,
   },
   {
-    name: "Save",
+    name: "Changes Save",
     shortcut: `${IS_MAC ? "Cmd" : "Ctrl"} + S`,
   },
+  {
+    name: "Save Component",
+    shortcut: `${IS_MAC ? "Cmd" : "Ctrl"} + Alt + S`,
+  },
   {
     name: "Delete",
     shortcut: "Backspace",
diff --git a/src/frontend/src/contexts/authContext.tsx b/src/frontend/src/contexts/authContext.tsx
index 3e2af2854618..f89024807344 100644
--- a/src/frontend/src/contexts/authContext.tsx
+++ b/src/frontend/src/contexts/authContext.tsx
@@ -5,11 +5,8 @@ import {
 } from "@/constants/constants";
 import { useGetUserData } from "@/controllers/API/queries/auth";
 import useAuthStore from "@/stores/authStore";
-import useFlowsManagerStore from "@/stores/flowsManagerStore";
 import { createContext, useEffect, useState } from "react";
-import { useNavigate } from "react-router-dom";
 import Cookies from "universal-cookie";
-import { getLoggedUser, requestLogout } from "../controllers/API";
 import useAlertStore from "../stores/alertStore";
 import { useFolderStore } from "../stores/foldersStore";
 import { useStoreStore } from "../stores/storeStore";
@@ -31,7 +28,6 @@ const initialValue: AuthContextType = {
 export const AuthContext = createContext<AuthContextType>(initialValue);
 
 export function AuthProvider({ children }): React.ReactElement {
-  const navigate = useNavigate();
   const cookies = new Cookies();
   const [accessToken, setAccessToken] = useState<string | null>(
     cookies.get(LANGFLOW_ACCESS_TOKEN) ?? null,
@@ -46,12 +42,7 @@ export function AuthProvider({ children }): React.ReactElement {
 
   const checkHasStore = useStoreStore((state) => state.checkHasStore);
   const fetchApiData = useStoreStore((state) => state.fetchApiData);
-  const setAllFlows = useFlowsManagerStore((state) => state.setAllFlows);
-  const setSelectedFolder = useFolderStore((state) => state.setSelectedFolder);
   const setIsAuthenticated = useAuthStore((state) => state.setIsAuthenticated);
-  const setIsAdmin = useAuthStore((state) => state.setIsAdmin);
-  const setIsLoading = useFlowsManagerStore((state) => state.setIsLoading);
-  const autoLogin = useAuthStore((state) => state.autoLogin);
 
   const { mutate: mutateLoggedUser } = useGetUserData();
 
diff --git a/src/frontend/src/contexts/index.tsx b/src/frontend/src/contexts/index.tsx
index 5405d2dac0c0..66bf9629ef1a 100644
--- a/src/frontend/src/contexts/index.tsx
+++ b/src/frontend/src/contexts/index.tsx
@@ -1,6 +1,5 @@
 import { QueryClient, QueryClientProvider } from "@tanstack/react-query";
 import { ReactNode } from "react";
-import { BrowserRouter } from "react-router-dom";
 import { ReactFlowProvider } from "reactflow";
 import { TooltipProvider } from "../components/ui/tooltip";
 import { ApiInterceptor } from "../controllers/API/api";
@@ -11,18 +10,16 @@ export default function ContextWrapper({ children }: { children: ReactNode }) {
   //element to wrap all context
   return (
     <>
-      <BrowserRouter>
-        <QueryClientProvider client={queryClient}>
-          <AuthProvider>
-            <TooltipProvider skipDelayDuration={0}>
-              <ReactFlowProvider>
-                <ApiInterceptor />
-                {children}
-              </ReactFlowProvider>
-            </TooltipProvider>
-          </AuthProvider>
-        </QueryClientProvider>
-      </BrowserRouter>
+      <QueryClientProvider client={queryClient}>
+        <AuthProvider>
+          <TooltipProvider skipDelayDuration={0}>
+            <ReactFlowProvider>
+              <ApiInterceptor />
+              {children}
+            </ReactFlowProvider>
+          </TooltipProvider>
+        </AuthProvider>
+      </QueryClientProvider>
     </>
   );
 }
diff --git a/src/frontend/src/controllers/API/api.tsx b/src/frontend/src/controllers/API/api.tsx
index 00d38690a6ef..d9b069455595 100644
--- a/src/frontend/src/controllers/API/api.tsx
+++ b/src/frontend/src/controllers/API/api.tsx
@@ -1,6 +1,5 @@
 import { LANGFLOW_ACCESS_TOKEN } from "@/constants/constants";
 import useAuthStore from "@/stores/authStore";
-import useFlowsManagerStore from "@/stores/flowsManagerStore";
 import axios, { AxiosError, AxiosInstance, AxiosRequestConfig } from "axios";
 import { useContext, useEffect } from "react";
 import { Cookies } from "react-cookie";
@@ -21,8 +20,6 @@ function ApiInterceptor() {
   const autoLogin = useAuthStore((state) => state.autoLogin);
   const setErrorData = useAlertStore((state) => state.setErrorData);
   let { accessToken, authenticationErrorCount } = useContext(AuthContext);
-
-  const setSaveLoading = useFlowsManagerStore((state) => state.setSaveLoading);
   const { mutate: mutationLogout } = useLogout();
   const { mutate: mutationRenewAccessToken } = useRefreshAccessToken();
   const logout = useAuthStore((state) => state.logout);
@@ -152,7 +149,6 @@ function ApiInterceptor() {
         onSuccess: async (data) => {
           authenticationErrorCount = 0;
           await remakeRequest(error);
-          setSaveLoading(false);
           authenticationErrorCount = 0;
         },
         onError: (error) => {
diff --git a/src/frontend/src/controllers/API/index.ts b/src/frontend/src/controllers/API/index.ts
index e1918ccec8dd..0c46f27396c5 100644
--- a/src/frontend/src/controllers/API/index.ts
+++ b/src/frontend/src/controllers/API/index.ts
@@ -141,34 +141,6 @@ export async function saveFlowToDatabase(newFlow: {
     throw error;
   }
 }
-/**
- * Updates an existing flow in the database.
- *
- * @param {FlowType} updatedFlow - The updated flow data.
- * @returns {Promise<any>} The updated flow data.
- * @throws Will throw an error if the update fails.
- */
-export async function updateFlowInDatabase(
-  updatedFlow: FlowType,
-): Promise<FlowType> {
-  try {
-    const response = await api.patch(`${BASE_URL_API}flows/${updatedFlow.id}`, {
-      name: updatedFlow.name,
-      data: updatedFlow.data,
-      description: updatedFlow.description,
-      folder_id: updatedFlow.folder_id === "" ? null : updatedFlow.folder_id,
-      endpoint_name: updatedFlow.endpoint_name,
-    });
-
-    if (response && response?.status !== 200) {
-      throw new Error(`HTTP error! status: ${response?.status}`);
-    }
-    return response?.data;
-  } catch (error) {
-    console.error(error);
-    throw error;
-  }
-}
 
 /**
  * Reads all flows from the database.
diff --git a/src/frontend/src/controllers/API/queries/_builds/use-get-builds.ts b/src/frontend/src/controllers/API/queries/_builds/use-get-builds.ts
index facc45c4c4f7..ad062ac7af41 100644
--- a/src/frontend/src/controllers/API/queries/_builds/use-get-builds.ts
+++ b/src/frontend/src/controllers/API/queries/_builds/use-get-builds.ts
@@ -1,5 +1,4 @@
 import useFlowStore from "@/stores/flowStore";
-import useFlowsManagerStore from "@/stores/flowsManagerStore";
 import { FlowPoolType } from "@/types/zustand/flow";
 import { keepPreviousData } from "@tanstack/react-query";
 import { AxiosResponse } from "axios";
@@ -20,7 +19,7 @@ export const useGetBuildsQuery: useQueryFunctionType<
   const { query } = UseRequestProcessor();
 
   const setFlowPool = useFlowStore((state) => state.setFlowPool);
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
+  const currentFlow = useFlowStore((state) => state.currentFlow);
 
   const getBuildsFn = async (
     params: BuildsQueryParams,
diff --git a/src/frontend/src/controllers/API/queries/flows/use-patch-update-flow.ts b/src/frontend/src/controllers/API/queries/flows/use-patch-update-flow.ts
index d9551823e1d3..8b81ec3cd31f 100644
--- a/src/frontend/src/controllers/API/queries/flows/use-patch-update-flow.ts
+++ b/src/frontend/src/controllers/API/queries/flows/use-patch-update-flow.ts
@@ -6,41 +6,34 @@ import { getURL } from "../../helpers/constants";
 import { UseRequestProcessor } from "../../services/request-processor";
 
 interface IPatchUpdateFlow {
+  id: string;
   name: string;
   data: ReactFlowJsonObject;
   description: string;
-  folder_id: string;
-  endpoint_name: string;
-}
-
-interface IPatchUpdateFlowParams {
-  id: string;
+  folder_id: string | null | undefined;
+  endpoint_name: string | null | undefined;
 }
 
 export const usePatchUpdateFlow: useMutationFunctionType<
-  IPatchUpdateFlowParams,
+  undefined,
   IPatchUpdateFlow
-> = (params, options?) => {
+> = (options?) => {
   const { mutate } = UseRequestProcessor();
 
   const PatchUpdateFlowFn = async (payload: IPatchUpdateFlow): Promise<any> => {
-    const response = await api.patch(`${getURL("FLOWS")}/${params}`, {
+    const response = await api.patch(`${getURL("FLOWS")}/${payload.id}`, {
       name: payload.name,
       data: payload.data,
       description: payload.description,
-      folder_id: payload.folder_id === "" ? null : payload.folder_id,
-      endpoint_name: payload.endpoint_name,
+      folder_id: payload.folder_id || null,
+      endpoint_name: payload.endpoint_name || null,
     });
 
     return response.data;
   };
 
   const mutation: UseMutationResult<IPatchUpdateFlow, any, IPatchUpdateFlow> =
-    mutate(
-      ["usePatchUpdateFlow", { id: params.id }],
-      PatchUpdateFlowFn,
-      options,
-    );
+    mutate(["usePatchUpdateFlow"], PatchUpdateFlowFn, options);
 
   return mutation;
 };
diff --git a/src/frontend/src/hooks/flows/use-add-flow.ts b/src/frontend/src/hooks/flows/use-add-flow.ts
index 5d9587db3eef..9a5fe31b5e66 100644
--- a/src/frontend/src/hooks/flows/use-add-flow.ts
+++ b/src/frontend/src/hooks/flows/use-add-flow.ts
@@ -49,7 +49,7 @@ const useAddFlow = () => {
       const my_collection_id = useFolderStore.getState().myCollectionId;
 
       if (params?.override && flow) {
-        const flowId = flows.find((f) => f.name === flow.name);
+        const flowId = flows?.find((f) => f.name === flow.name);
         if (flowId) {
           await deleteFlow({ id: flowId.id });
         }
@@ -60,7 +60,7 @@ const useAddFlow = () => {
         flow,
       );
 
-      const newName = addVersionToDuplicates(newFlow, flows);
+      const newName = addVersionToDuplicates(newFlow, flows ?? []);
       newFlow.name = newName;
       newFlow.folder_id = useFolderStore.getState().folderUrl;
 
@@ -68,7 +68,10 @@ const useAddFlow = () => {
         onSuccess: ({ id }) => {
           newFlow.id = id;
           // Add the new flow to the list of flows.
-          const { data, flows: myFlows } = processFlows([newFlow, ...flows]);
+          const { data, flows: myFlows } = processFlows([
+            newFlow,
+            ...(flows ?? []),
+          ]);
           setFlows(myFlows);
           useTypesStore.setState((state) => ({
             data: { ...state.data, ["saved_components"]: data },
diff --git a/src/frontend/src/hooks/flows/use-autosave-flow.ts b/src/frontend/src/hooks/flows/use-autosave-flow.ts
new file mode 100644
index 000000000000..62fe8562d7a4
--- /dev/null
+++ b/src/frontend/src/hooks/flows/use-autosave-flow.ts
@@ -0,0 +1,19 @@
+import { SAVE_DEBOUNCE_TIME } from "@/constants/constants";
+import { FlowType } from "@/types/flow";
+import { useDebounce } from "../use-debounce";
+import useSaveFlow from "./use-save-flow";
+
+const useAutoSaveFlow = () => {
+  const saveFlow = useSaveFlow();
+  const shouldAutosave = process.env.LANGFLOW_AUTO_SAVE !== "false";
+
+  const autoSaveFlow = shouldAutosave
+    ? useDebounce((flow?: FlowType) => {
+        saveFlow(flow);
+      }, SAVE_DEBOUNCE_TIME)
+    : () => {};
+
+  return autoSaveFlow;
+};
+
+export default useAutoSaveFlow;
diff --git a/src/frontend/src/hooks/flows/use-delete-flow.ts b/src/frontend/src/hooks/flows/use-delete-flow.ts
index bc8c5d5387dc..043df2d29788 100644
--- a/src/frontend/src/hooks/flows/use-delete-flow.ts
+++ b/src/frontend/src/hooks/flows/use-delete-flow.ts
@@ -27,7 +27,7 @@ const useDeleteFlow = () => {
         {
           onSuccess: () => {
             const { data, flows: myFlows } = processFlows(
-              flows.filter((flow) => !id.includes(flow.id)),
+              (flows ?? []).filter((flow) => !id.includes(flow.id)),
             );
             setFlows(myFlows);
             setIsLoading(false);
diff --git a/src/frontend/src/hooks/flows/use-save-flow.ts b/src/frontend/src/hooks/flows/use-save-flow.ts
new file mode 100644
index 000000000000..117273ca44cc
--- /dev/null
+++ b/src/frontend/src/hooks/flows/use-save-flow.ts
@@ -0,0 +1,100 @@
+import { usePatchUpdateFlow } from "@/controllers/API/queries/flows/use-patch-update-flow";
+import useAlertStore from "@/stores/alertStore";
+import useFlowsManagerStore from "@/stores/flowsManagerStore";
+import useFlowStore from "@/stores/flowStore";
+import { FlowType } from "@/types/flow";
+
+const useSaveFlow = () => {
+  const flows = useFlowsManagerStore((state) => state.flows);
+  const setFlows = useFlowsManagerStore((state) => state.setFlows);
+  const setErrorData = useAlertStore((state) => state.setErrorData);
+  const reactFlowInstance = useFlowStore((state) => state.reactFlowInstance);
+  const nodes = useFlowStore((state) => state.nodes);
+  const edges = useFlowStore((state) => state.edges);
+  const setSaveLoading = useFlowsManagerStore((state) => state.setSaveLoading);
+  const setCurrentFlow = useFlowStore((state) => state.setCurrentFlow);
+  const currentSavedFlow = useFlowsManagerStore((state) => state.currentFlow);
+
+  const currentFlow = useFlowStore((state) => state.currentFlow);
+  const flowData = currentFlow?.data;
+
+  const { mutate } = usePatchUpdateFlow();
+
+  const saveFlow = async (flow?: FlowType): Promise<void> => {
+    setSaveLoading(true);
+    return new Promise<void>((resolve, reject) => {
+      if (currentFlow) {
+        flow = flow || {
+          ...currentFlow,
+          data: {
+            ...flowData,
+            nodes,
+            edges,
+            viewport: reactFlowInstance?.getViewport() ?? {
+              zoom: 1,
+              x: 0,
+              y: 0,
+            },
+          },
+        };
+      }
+      if (flow && flow.data) {
+        const { id, name, data, description, folder_id, endpoint_name } = flow;
+        if (!currentSavedFlow?.data?.nodes.length || data.nodes.length > 0) {
+          mutate(
+            { id, name, data, description, folder_id, endpoint_name },
+            {
+              onSuccess: (updatedFlow) => {
+                setSaveLoading(false);
+                if (flows) {
+                  // updates flow in state
+                  setFlows(
+                    flows.map((flow) => {
+                      if (flow.id === updatedFlow.id) {
+                        return updatedFlow;
+                      }
+                      return flow;
+                    }),
+                  );
+                  setCurrentFlow(updatedFlow);
+                  resolve();
+                } else {
+                  setErrorData({
+                    title: "Failed to save flow",
+                    list: ["Flows variable undefined"],
+                  });
+                  reject(new Error("Flows variable undefined"));
+                }
+              },
+              onError: (e) => {
+                setErrorData({
+                  title: "Failed to save flow",
+                  list: [e.message],
+                });
+                setSaveLoading(false);
+                reject(e);
+              },
+            },
+          );
+        } else {
+          setErrorData({
+            title: "Failed to save flow",
+            list: ["Can't save empty flow"],
+          });
+          setSaveLoading(false);
+          reject(new Error("Can't save empty flow"));
+        }
+      } else {
+        setErrorData({
+          title: "Failed to save flow",
+          list: ["Flow not found"],
+        });
+        reject(new Error("Flow not found"));
+      }
+    });
+  };
+
+  return saveFlow;
+};
+
+export default useSaveFlow;
diff --git a/src/frontend/src/hooks/use-debounce.ts b/src/frontend/src/hooks/use-debounce.ts
new file mode 100644
index 000000000000..5de7761739bc
--- /dev/null
+++ b/src/frontend/src/hooks/use-debounce.ts
@@ -0,0 +1,13 @@
+import { debounce } from "lodash";
+import { useLayoutEffect, useMemo, useRef } from "react";
+
+export function useDebounce(callback, delay) {
+  const callbackRef = useRef(callback);
+  useLayoutEffect(() => {
+    callbackRef.current = callback;
+  });
+  return useMemo(
+    () => debounce((...args) => callbackRef.current(...args), delay),
+    [delay],
+  );
+}
diff --git a/src/frontend/src/index.tsx b/src/frontend/src/index.tsx
index 006d93ff287c..7fa7cf724b70 100644
--- a/src/frontend/src/index.tsx
+++ b/src/frontend/src/index.tsx
@@ -1,5 +1,4 @@
 import ReactDOM from "react-dom/client";
-import App from "./App";
 import ContextWrapper from "./contexts";
 import reportWebVitals from "./reportWebVitals";
 
@@ -8,6 +7,10 @@ import "./style/index.css";
 // @ts-ignore
 import "./style/applies.css";
 // @ts-ignore
+import { Suspense } from "react";
+import { RouterProvider } from "react-router-dom";
+import LoadingComponent from "./components/loadingComponent";
+import router from "./routes";
 import "./style/classes.css";
 
 const root = ReactDOM.createRoot(
@@ -15,7 +18,15 @@ const root = ReactDOM.createRoot(
 );
 root.render(
   <ContextWrapper>
-    <App />
+    <Suspense
+      fallback={
+        <div className="loading-page-panel">
+          <LoadingComponent remSize={50} />
+        </div>
+      }
+    >
+      <RouterProvider router={router} />
+    </Suspense>
   </ContextWrapper>,
 );
 reportWebVitals();
diff --git a/src/frontend/src/modals/IOModal/components/chatView/index.tsx b/src/frontend/src/modals/IOModal/components/chatView/index.tsx
index 511cb1085832..5e0b2d4fd3d0 100644
--- a/src/frontend/src/modals/IOModal/components/chatView/index.tsx
+++ b/src/frontend/src/modals/IOModal/components/chatView/index.tsx
@@ -11,7 +11,6 @@ import {
   FS_ERROR_TEXT,
   SN_ERROR_TEXT,
 } from "../../../../constants/constants";
-import { deleteFlowPool } from "../../../../controllers/API";
 import useAlertStore from "../../../../stores/alertStore";
 import useFlowStore from "../../../../stores/flowStore";
 import useFlowsManagerStore from "../../../../stores/flowsManagerStore";
diff --git a/src/frontend/src/modals/IOModal/index.tsx b/src/frontend/src/modals/IOModal/index.tsx
index 2df027e81c38..caa10f9bb8e3 100644
--- a/src/frontend/src/modals/IOModal/index.tsx
+++ b/src/frontend/src/modals/IOModal/index.tsx
@@ -33,6 +33,7 @@ export default function IOModal({
   open,
   setOpen,
   disable,
+  isPlayground,
 }: IOModalPropsType): JSX.Element {
   const allNodes = useFlowStore((state) => state.nodes);
   const inputs = useFlowStore((state) => state.inputs).filter(
@@ -107,7 +108,7 @@ export default function IOModal({
   const setLockChat = useFlowStore((state) => state.setLockChat);
   const [chatValue, setChatValue] = useState("");
   const isBuilding = useFlowStore((state) => state.isBuilding);
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
+  const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
   const setNode = useFlowStore((state) => state.setNode);
   const [sessions, setSessions] = useState<string[]>([]);
   const messages = useMessagesStore((state) => state.messages);
@@ -115,7 +116,7 @@ export default function IOModal({
 
   const { refetch } = useGetMessagesQuery({
     mode: "union",
-    id: currentFlow?.id,
+    id: currentFlowId,
   });
 
   async function sendMessage({
@@ -164,7 +165,7 @@ export default function IOModal({
   useEffect(() => {
     const sessions = new Set<string>();
     messages
-      .filter((message) => message.flow_id === currentFlow!.id)
+      .filter((message) => message.flow_id === currentFlowId)
       .forEach((row) => {
         sessions.add(row.session_id);
       });
@@ -178,6 +179,7 @@ export default function IOModal({
       open={open}
       setOpen={setOpen}
       disable={disable}
+      type={isPlayground ? "modal" : undefined}
       onSubmit={() => sendMessage({ repeat: 1 })}
     >
       <BaseModal.Trigger>{children}</BaseModal.Trigger>
@@ -375,7 +377,7 @@ export default function IOModal({
                                 size="md"
                                 className="block truncate"
                               >
-                                {session === currentFlow?.id
+                                {session === currentFlowId
                                   ? "Default Session"
                                   : session}
                               </Badge>
@@ -491,7 +493,7 @@ export default function IOModal({
                     ) && (
                       <SessionView
                         session={selectedViewField.id}
-                        id={currentFlow!.id}
+                        id={currentFlowId}
                       />
                     )}
                   </div>
diff --git a/src/frontend/src/modals/apiModal/index.tsx b/src/frontend/src/modals/apiModal/index.tsx
index 1155c8bb4a52..83099e5228bf 100644
--- a/src/frontend/src/modals/apiModal/index.tsx
+++ b/src/frontend/src/modals/apiModal/index.tsx
@@ -35,9 +35,6 @@ export default function ApiModal({
 
   useEffect(() => {
     if (open) initialSetup(autoLogin, flow);
-  }, [open, flow?.data?.nodes]);
-
-  useEffect(() => {
     setActiveTab("0");
   }, [open]);
 
diff --git a/src/frontend/src/modals/confirmationModal/index.tsx b/src/frontend/src/modals/confirmationModal/index.tsx
index dd7437693c9d..b5fa35b0d594 100644
--- a/src/frontend/src/modals/confirmationModal/index.tsx
+++ b/src/frontend/src/modals/confirmationModal/index.tsx
@@ -33,6 +33,7 @@ function ConfirmationModal({
   confirmationText,
   children,
   destructive = false,
+  destructiveCancel = false,
   icon,
   data,
   index,
@@ -44,13 +45,18 @@ function ConfirmationModal({
 }: ConfirmationModalType) {
   const Icon: any = nodeIconsLucide[icon];
   const [modalOpen, setModalOpen] = useState(open ?? false);
+  const [flag, setFlag] = useState(false);
 
   useEffect(() => {
     if (open) setModalOpen(open);
   }, [open]);
 
   useEffect(() => {
-    if (onClose) onClose!(modalOpen);
+    if (onClose && modalOpen === false && !flag) {
+      onClose();
+    } else if (flag) {
+      setFlag(false);
+    }
   }, [modalOpen]);
 
   const triggerChild = React.Children.toArray(children).find(
@@ -61,7 +67,7 @@ function ConfirmationModal({
   );
 
   return (
-    <BaseModal size={size} open={open} setOpen={setModalOpen}>
+    <BaseModal size={size} open={modalOpen} setOpen={setModalOpen}>
       <BaseModal.Trigger>{triggerChild}</BaseModal.Trigger>
       <BaseModal.Header description={titleHeader ?? null}>
         <span className="pr-2">{title}</span>
@@ -86,6 +92,7 @@ function ConfirmationModal({
           className="ml-3"
           variant={destructive ? "destructive" : "default"}
           onClick={() => {
+            setFlag(true);
             setModalOpen(false);
             onConfirm(index, data);
           }}
@@ -96,8 +103,9 @@ function ConfirmationModal({
 
         <Button
           className=""
-          variant="outline"
+          variant={destructiveCancel ? "destructive" : "outline"}
           onClick={() => {
+            setFlag(true);
             if (onCancel) onCancel();
             setModalOpen(false);
           }}
diff --git a/src/frontend/src/modals/exportModal/index.tsx b/src/frontend/src/modals/exportModal/index.tsx
index 8904f79befec..9689170faa69 100644
--- a/src/frontend/src/modals/exportModal/index.tsx
+++ b/src/frontend/src/modals/exportModal/index.tsx
@@ -1,3 +1,4 @@
+import useFlowStore from "@/stores/flowStore";
 import { ReactNode, forwardRef, useEffect, useState } from "react";
 import EditFlowSettings from "../../components/editFlowSettingsComponent";
 import IconComponent from "../../components/genericIconComponent";
@@ -10,7 +11,6 @@ import {
 } from "../../constants/constants";
 import useAlertStore from "../../stores/alertStore";
 import { useDarkStore } from "../../stores/darkStore";
-import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { downloadFlow, removeApiKeys } from "../../utils/reactflowUtils";
 import BaseModal from "../baseModal";
 
@@ -19,7 +19,7 @@ const ExportModal = forwardRef(
     const version = useDarkStore((state) => state.version);
     const setNoticeData = useAlertStore((state) => state.setNoticeData);
     const [checked, setChecked] = useState(false);
-    const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
+    const currentFlow = useFlowStore((state) => state.currentFlow);
     useEffect(() => {
       setName(currentFlow!.name);
       setDescription(currentFlow!.description);
diff --git a/src/frontend/src/modals/flowSettingsModal/index.tsx b/src/frontend/src/modals/flowSettingsModal/index.tsx
index b76ac85a5ee4..e7a9b90782a1 100644
--- a/src/frontend/src/modals/flowSettingsModal/index.tsx
+++ b/src/frontend/src/modals/flowSettingsModal/index.tsx
@@ -1,8 +1,11 @@
+import useSaveFlow from "@/hooks/flows/use-save-flow";
+import useAlertStore from "@/stores/alertStore";
+import useFlowStore from "@/stores/flowStore";
+import { cloneDeep } from "lodash";
 import { useEffect, useState } from "react";
 import EditFlowSettings from "../../components/editFlowSettingsComponent";
 import IconComponent from "../../components/genericIconComponent";
 import { SETTINGS_DIALOG_SUBTITLE } from "../../constants/constants";
-import useAlertStore from "../../stores/alertStore";
 import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { FlowSettingsPropsType } from "../../types/components";
 import { FlowType } from "../../types/flow";
@@ -13,8 +16,10 @@ export default function FlowSettingsModal({
   open,
   setOpen,
 }: FlowSettingsPropsType): JSX.Element {
-  const saveFlow = useFlowsManagerStore((state) => state.saveFlow);
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
+  const saveFlow = useSaveFlow();
+  const currentFlow = useFlowStore((state) => state.currentFlow);
+  const setCurrentFlow = useFlowStore((state) => state.setCurrentFlow);
+  const setSuccessData = useAlertStore((state) => state.setSuccessData);
   const flows = useFlowsManagerStore((state) => state.flows);
   useEffect(() => {
     setName(currentFlow!.name);
@@ -28,35 +33,43 @@ export default function FlowSettingsModal({
   );
   const [isSaving, setIsSaving] = useState(false);
   const [disableSave, setDisableSave] = useState(true);
+  const shouldAutosave = process.env.LANGFLOW_AUTO_SAVE !== "false";
   function handleClick(): void {
     setIsSaving(true);
-    currentFlow!.name = name;
-    currentFlow!.description = description;
-    currentFlow!.endpoint_name =
+    if (!currentFlow) return;
+    const newFlow = cloneDeep(currentFlow);
+    newFlow.name = name;
+    newFlow.description = description;
+    newFlow.endpoint_name =
       endpoint_name && endpoint_name.length > 0 ? endpoint_name : null;
-    saveFlow(currentFlow!)
-      ?.then(() => {
-        setOpen(false);
-        setIsSaving(false);
-      })
-      .catch((err) => {
-        useAlertStore.getState().setErrorData({
-          title: "Error while saving changes",
-          list: [err?.response?.data.detail ?? ""],
+    if (shouldAutosave) {
+      saveFlow(newFlow)
+        ?.then(() => {
+          setOpen(false);
+          setIsSaving(false);
+          setSuccessData({ title: "Changes saved successfully" });
+        })
+        .catch(() => {
+          setIsSaving(false);
         });
-        console.error(err);
-        setIsSaving(false);
-      });
+    } else {
+      setCurrentFlow(newFlow);
+      setOpen(false);
+      setIsSaving(false);
+    }
   }
 
   const [nameLists, setNameList] = useState<string[]>([]);
 
   useEffect(() => {
-    const tempNameList: string[] = [];
-    flows.forEach((flow: FlowType) => {
-      if ((flow.is_component ?? false) === false) tempNameList.push(flow.name);
-    });
-    setNameList(tempNameList.filter((name) => name !== currentFlow!.name));
+    if (flows) {
+      const tempNameList: string[] = [];
+      flows.forEach((flow: FlowType) => {
+        if ((flow.is_component ?? false) === false)
+          tempNameList.push(flow.name);
+      });
+      setNameList(tempNameList.filter((name) => name !== currentFlow!.name));
+    }
   }, [flows]);
 
   useEffect(() => {
diff --git a/src/frontend/src/modals/saveChangesModal/index.tsx b/src/frontend/src/modals/saveChangesModal/index.tsx
new file mode 100644
index 000000000000..b783e7c7c1e6
--- /dev/null
+++ b/src/frontend/src/modals/saveChangesModal/index.tsx
@@ -0,0 +1,22 @@
+import ConfirmationModal from "../confirmationModal";
+
+export function SaveChangesModal({ onSave, onProceed, onCancel }) {
+  return (
+    <ConfirmationModal
+      open={true}
+      onClose={onCancel}
+      destructiveCancel
+      title={"Exit without saving?"}
+      cancelText={"Exit anyway"}
+      confirmationText={"Save and Exit"}
+      icon={"Save"}
+      onConfirm={onSave}
+      onCancel={onProceed}
+      size="x-small"
+    >
+      <ConfirmationModal.Content>
+        You have unsaved changes. Would you like to save them before exiting?
+      </ConfirmationModal.Content>
+    </ConfirmationModal>
+  );
+}
diff --git a/src/frontend/src/modals/shareModal/index.tsx b/src/frontend/src/modals/shareModal/index.tsx
index f616ab85ed1f..1cf82a36f758 100644
--- a/src/frontend/src/modals/shareModal/index.tsx
+++ b/src/frontend/src/modals/shareModal/index.tsx
@@ -1,4 +1,5 @@
 import { useGetTagsQuery } from "@/controllers/API/queries/store";
+import useSaveFlow from "@/hooks/flows/use-save-flow";
 import { cloneDeep } from "lodash";
 import { ReactNode, useEffect, useMemo, useState } from "react";
 import EditFlowSettings from "../../components/editFlowSettingsComponent";
@@ -8,13 +9,11 @@ import { Button } from "../../components/ui/button";
 import { Checkbox } from "../../components/ui/checkbox";
 import {
   getStoreComponents,
-  getStoreTags,
   saveFlowStore,
   updateFlowStore,
 } from "../../controllers/API";
 import useAlertStore from "../../stores/alertStore";
 import { useDarkStore } from "../../stores/darkStore";
-import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { useStoreStore } from "../../stores/storeStore";
 import { FlowType } from "../../types/flow";
 import {
@@ -59,7 +58,7 @@ export default function ShareModal({
   const [unavaliableNames, setUnavaliableNames] = useState<
     { id: string; name: string }[]
   >([]);
-  const saveFlow = useFlowsManagerStore((state) => state.saveFlow);
+  const saveFlow = useSaveFlow();
   const { data, isFetching } = useGetTagsQuery();
 
   const [loadingNames, setLoadingNames] = useState(false);
@@ -105,7 +104,7 @@ export default function ShareModal({
 
     function successShare() {
       if (!is_component) {
-        saveFlow(flow!, true);
+        saveFlow(flow);
       }
       setSuccessData({
         title: `${is_component ? "Component" : "Flow"} shared successfully!`,
diff --git a/src/frontend/src/pages/AdminPage/index.tsx b/src/frontend/src/pages/AdminPage/index.tsx
index e715340d4ade..5605742a0c4f 100644
--- a/src/frontend/src/pages/AdminPage/index.tsx
+++ b/src/frontend/src/pages/AdminPage/index.tsx
@@ -38,7 +38,6 @@ import { AuthContext } from "../../contexts/authContext";
 import ConfirmationModal from "../../modals/confirmationModal";
 import UserManagementModal from "../../modals/userManagementModal";
 import useAlertStore from "../../stores/alertStore";
-import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { Users } from "../../types/api";
 import { UserInputType } from "../../types/components";
 
@@ -51,19 +50,11 @@ export default function AdminPage() {
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const { userData } = useContext(AuthContext);
   const [totalRowsCount, setTotalRowsCount] = useState(0);
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
 
   const { mutate: mutateDeleteUser } = useDeleteUsers();
   const { mutate: mutateUpdateUser } = useUpdateUser();
   const { mutate: mutateAddUser } = useAddUser();
 
-  // set null id
-  useEffect(() => {
-    setCurrentFlowId("");
-  }, []);
-
   const userList = useRef([]);
 
   useEffect(() => {
diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index b05c3b838693..22a8f65bf621 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -1,7 +1,7 @@
 import LoadingComponent from "@/components/loadingComponent";
 import { useGetBuildsQuery } from "@/controllers/API/queries/_builds";
+import useAutoSaveFlow from "@/hooks/flows/use-autosave-flow";
 import useUploadFlow from "@/hooks/flows/use-upload-flow";
-import { getInputsAndOutputs } from "@/utils/storeUtils";
 import _, { cloneDeep } from "lodash";
 import {
   KeyboardEvent,
@@ -36,10 +36,9 @@ import useFlowsManagerStore from "../../../../stores/flowsManagerStore";
 import { useShortcutsStore } from "../../../../stores/shortcuts";
 import { useTypesStore } from "../../../../stores/typesStore";
 import { APIClassType } from "../../../../types/api";
-import { FlowType, NodeType } from "../../../../types/flow";
+import { NodeType } from "../../../../types/flow";
 import {
   checkOldComponents,
-  cleanEdges,
   generateFlow,
   generateNodeFromFlow,
   getNodeId,
@@ -57,17 +56,9 @@ const nodeTypes = {
   genericNode: GenericNode,
 };
 
-export default function Page({
-  flow,
-  view,
-}: {
-  flow: FlowType;
-  view?: boolean;
-}): JSX.Element {
+export default function Page({ view }: { view?: boolean }): JSX.Element {
   const uploadFlow = useUploadFlow();
-  const autoSaveCurrentFlow = useFlowsManagerStore(
-    (state) => state.autoSaveCurrentFlow,
-  );
+  const autoSaveFlow = useAutoSaveFlow();
   const types = useTypesStore((state) => state.types);
   const templates = useTypesStore((state) => state.templates);
   const setFilterEdge = useFlowStore((state) => state.setFilterEdge);
@@ -83,7 +74,6 @@ export default function Page({
   const onEdgesChange = useFlowStore((state) => state.onEdgesChange);
   const setNodes = useFlowStore((state) => state.setNodes);
   const setEdges = useFlowStore((state) => state.setEdges);
-  const cleanFlow = useFlowStore((state) => state.cleanFlow);
   const deleteNode = useFlowStore((state) => state.deleteNode);
   const deleteEdge = useFlowStore((state) => state.deleteEdge);
   const undo = useFlowsManagerStore((state) => state.undo);
@@ -97,22 +87,17 @@ export default function Page({
     (state) => state.setLastCopiedSelection,
   );
   const onConnect = useFlowStore((state) => state.onConnect);
-  const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
+  const currentSavedFlow = useFlowsManagerStore((state) => state.currentFlow);
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const setNoticeData = useAlertStore((state) => state.setNoticeData);
+  const updateCurrentFlow = useFlowStore((state) => state.updateCurrentFlow);
   const [selectionMenuVisible, setSelectionMenuVisible] = useState(false);
   const edgeUpdateSuccessful = useRef(true);
 
   const position = useRef({ x: 0, y: 0 });
   const [lastSelection, setLastSelection] =
     useState<OnSelectionChangeParams | null>(null);
-
-  const setFlowState = useFlowStore((state) => state.setFlowState);
-  const setInputs = useFlowStore((state) => state.setInputs);
-  const setOutputs = useFlowStore((state) => state.setOutputs);
-  const setHasIO = useFlowStore((state) => state.setHasIO);
-  const { inputs, outputs } = getInputsAndOutputs(flow.data!.nodes);
-  const viewport = flow?.data?.viewport ?? { zoom: 1, x: 0, y: 0 };
+  const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
 
   function handleGroupNode() {
     takeSnapshot();
@@ -159,16 +144,6 @@ export default function Page({
     };
   }, [lastCopiedSelection, lastSelection, takeSnapshot, selectionMenuVisible]);
 
-  useEffect(() => {
-    if (reactFlowInstance && currentFlowId) {
-      if (viewport.x == 0 && viewport.y == 0) {
-        reactFlowInstance.fitView();
-      } else {
-        reactFlowInstance.setViewport(viewport);
-      }
-    }
-  }, [currentFlowId, reactFlowInstance]);
-
   const { isFetching, refetch } = useGetBuildsQuery({});
 
   const showCanvas =
@@ -177,19 +152,9 @@ export default function Page({
     !isFetching;
 
   useEffect(() => {
-    if (!isFetching) {
-      let newEdges = cleanEdges(flow.data!.nodes, flow.data!.edges);
-      setNodes(flow.data!.nodes);
-      setEdges(newEdges);
-      setFlowState(undefined);
-      setInputs(inputs);
-      setOutputs(outputs);
-      setHasIO(inputs.length > 0 || outputs.length > 0);
-    }
-  }, [isFetching]);
-
-  useEffect(() => {
-    if (checkOldComponents({ nodes: flow?.data?.nodes ?? [] })) {
+    refetch();
+    useFlowStore.setState({ autoSaveFlow });
+    if (checkOldComponents({ nodes })) {
       setNoticeData({
         title:
           "Components created before Langflow 1.0 may be unstable. Ensure components are up to date.",
@@ -197,13 +162,6 @@ export default function Page({
     }
   }, [currentFlowId]);
 
-  useEffect(() => {
-    refetch();
-    return () => {
-      cleanFlow();
-    };
-  }, [currentFlowId]);
-
   function handleUndo(e: KeyboardEvent) {
     if (!isWrappedWithClass(e, "noflow")) {
       e.preventDefault();
@@ -338,15 +296,17 @@ export default function Page({
     // 👉 you can place your event handlers here
   }, [takeSnapshot]);
 
-  const onNodeDragStop: NodeDragHandler = useCallback(() => {
-    autoSaveCurrentFlow(nodes, edges, reactFlowInstance?.getViewport()!);
-    // 👉 you can place your event handlers here
-  }, [takeSnapshot, autoSaveCurrentFlow, nodes, edges, reactFlowInstance]);
-
   const onMoveEnd: OnMove = useCallback(() => {
     // 👇 make moving the canvas undoable
-    autoSaveCurrentFlow(nodes, edges, reactFlowInstance?.getViewport()!);
-  }, [takeSnapshot, autoSaveCurrentFlow, nodes, edges, reactFlowInstance]);
+    autoSaveFlow();
+    updateCurrentFlow({ viewport: reactFlowInstance?.getViewport() });
+  }, [takeSnapshot, autoSaveFlow, nodes, edges, reactFlowInstance]);
+
+  const onNodeDragStop: NodeDragHandler = useCallback(() => {
+    // 👇 make moving the canvas undoable
+    autoSaveFlow();
+    updateCurrentFlow({ nodes });
+  }, [takeSnapshot, autoSaveFlow, nodes, edges, reactFlowInstance]);
 
   const onSelectionDragStart: SelectionDragHandler = useCallback(() => {
     // 👇 make dragging a selection undoable
@@ -497,13 +457,13 @@ export default function Page({
             onEdgeUpdateStart={onEdgeUpdateStart}
             onEdgeUpdateEnd={onEdgeUpdateEnd}
             onNodeDragStart={onNodeDragStart}
-            onNodeDragStop={onNodeDragStop}
             onSelectionDragStart={onSelectionDragStart}
             onSelectionEnd={onSelectionEnd}
             onSelectionStart={onSelectionStart}
             connectionLineComponent={ConnectionLineComponent}
             onDragOver={onDragOver}
             onMoveEnd={onMoveEnd}
+            onNodeDragStop={onNodeDragStop}
             onDrop={onDrop}
             onSelectionChange={onSelectionChange}
             deleteKeyCode={[]}
diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index 3ac87f76c0d0..b16d7cc733cf 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -1,17 +1,13 @@
 import { cloneDeep } from "lodash";
 import { LinkIcon, SparklesIcon } from "lucide-react";
-import { Fragment, useEffect, useMemo, useState } from "react";
+import { Fragment, useEffect, useState } from "react";
 import IconComponent from "../../../../components/genericIconComponent";
 import ShadTooltip from "../../../../components/shadTooltipComponent";
 import { Input } from "../../../../components/ui/input";
 import { Separator } from "../../../../components/ui/separator";
 import { PRIORITY_SIDEBAR_ORDER } from "../../../../constants/constants";
-import ExportModal from "../../../../modals/exportModal";
-import ShareModal from "../../../../modals/shareModal";
 import useAlertStore from "../../../../stores/alertStore";
 import useFlowStore from "../../../../stores/flowStore";
-import useFlowsManagerStore from "../../../../stores/flowsManagerStore";
-import { useStoreStore } from "../../../../stores/storeStore";
 import { useTypesStore } from "../../../../stores/typesStore";
 import { APIClassType, APIObjectType } from "../../../../types/api";
 import {
@@ -19,7 +15,7 @@ import {
   nodeIconsLucide,
   nodeNames,
 } from "../../../../utils/styleUtils";
-import { classNames, removeCountFromString } from "../../../../utils/utils";
+import { removeCountFromString } from "../../../../utils/utils";
 import DisclosureComponent from "../DisclosureComponent";
 import ParentDisclosureComponent from "../ParentDisclosureComponent";
 import SidebarDraggableComponent from "./sideBarDraggableComponent";
@@ -31,10 +27,6 @@ export default function ExtraSidebar(): JSX.Element {
   const templates = useTypesStore((state) => state.templates);
   const getFilterEdge = useFlowStore((state) => state.getFilterEdge);
   const setFilterEdge = useFlowStore((state) => state.setFilterEdge);
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
-  const hasStore = useStoreStore((state) => state.hasStore);
-  const hasApiKey = useStoreStore((state) => state.hasApiKey);
-  const validApiKey = useStoreStore((state) => state.validApiKey);
 
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const [dataFilter, setFilterData] = useState(data);
@@ -187,63 +179,6 @@ export default function ExtraSidebar(): JSX.Element {
     }
   }, [getFilterEdge, data]);
 
-  const ModalMemo = useMemo(
-    () => (
-      <ShareModal
-        is_component={false}
-        component={currentFlow!}
-        disabled={!hasApiKey || !validApiKey || !hasStore}
-      >
-        <button
-          disabled={!hasApiKey || !validApiKey || !hasStore}
-          className={classNames(
-            "extra-side-bar-buttons gap-[4px] text-sm font-semibold",
-            !hasApiKey || !validApiKey || !hasStore
-              ? "button-disable cursor-default text-muted-foreground"
-              : "",
-          )}
-        >
-          <IconComponent
-            name="Share3"
-            className={classNames(
-              "-m-0.5 -ml-1 h-6 w-6",
-              !hasApiKey || !validApiKey || !hasStore
-                ? "extra-side-bar-save-disable"
-                : "",
-            )}
-          />
-          Share
-        </button>
-      </ShareModal>
-    ),
-    [hasApiKey, validApiKey, currentFlow, hasStore],
-  );
-
-  const ExportMemo = useMemo(
-    () => (
-      <ExportModal>
-        <button className={classNames("extra-side-bar-buttons")}>
-          <IconComponent name="FileDown" className="side-bar-button-size" />
-        </button>
-      </ExportModal>
-    ),
-    [],
-  );
-
-  const getIcon = useMemo(() => {
-    return (SBSectionName: string) => {
-      if (nodeIconsLucide[SBSectionName]) {
-        return (
-          <IconComponent
-            name={SBSectionName}
-            strokeWidth={1.5}
-            className="w-[22px] text-primary"
-          />
-        );
-      }
-    };
-  }, []);
-
   return (
     <div className="side-bar-arrangement">
       <div className="side-bar-search-div-placement">
diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
index 835f98c69d6d..1dc7e2afa2af 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarDraggableComponent/index.tsx
@@ -72,7 +72,7 @@ export const SidebarDraggableComponent = forwardRef(
           );
           break;
         case "delete":
-          const flowId = flows.find((f) => f.name === display_name);
+          const flowId = flows?.find((f) => f.name === display_name);
           if (flowId) deleteFlow({ id: flowId.id });
           break;
       }
diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
index d2c80c02dd38..743c5acd444d 100644
--- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
@@ -82,7 +82,7 @@ export default function NodeToolbarComponent({
   const validApiKey = useStoreStore((state) => state.validApiKey);
   const shortcuts = useShortcutsStore((state) => state.shortcuts);
   const unselectAll = useFlowStore((state) => state.unselectAll);
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
+  const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
   const addFlow = useAddFlow();
 
   function handleMinimizeWShortcut(e: KeyboardEvent) {
@@ -179,7 +179,7 @@ export default function NodeToolbarComponent({
   function handleFreezeAll(e: KeyboardEvent) {
     if (isWrappedWithClass(e, "noflow")) return;
     e.preventDefault();
-    FreezeAllVertices({ flowId: currentFlow!.id, stopNodeId: data.id });
+    FreezeAllVertices({ flowId: currentFlowId, stopNodeId: data.id });
   }
 
   const advanced = useShortcutsStore((state) => state.advanced);
@@ -280,7 +280,7 @@ export default function NodeToolbarComponent({
         }));
         break;
       case "freezeAll":
-        FreezeAllVertices({ flowId: currentFlow!.id, stopNodeId: data.id });
+        FreezeAllVertices({ flowId: currentFlowId, stopNodeId: data.id });
         break;
       case "code":
         setOpenModal(!openModal);
@@ -355,7 +355,7 @@ export default function NodeToolbarComponent({
     }
   };
 
-  const isSaved = flows.some((flow) =>
+  const isSaved = flows?.some((flow) =>
     Object.values(flow).includes(data.node?.display_name!),
   );
 
@@ -480,7 +480,7 @@ export default function NodeToolbarComponent({
                 event.preventDefault();
                 takeSnapshot();
                 FreezeAllVertices({
-                  flowId: currentFlow!.id,
+                  flowId: currentFlowId,
                   stopNodeId: data.id,
                 });
               }}
@@ -543,7 +543,8 @@ export default function NodeToolbarComponent({
               <SelectItem value={"save"}>
                 <ToolbarSelectItem
                   shortcut={
-                    shortcuts.find((obj) => obj.name === "Save")?.shortcut!
+                    shortcuts.find((obj) => obj.name === "Save Component")
+                      ?.shortcut!
                   }
                   value={"Save"}
                   icon={"SaveAll"}
@@ -712,7 +713,7 @@ export default function NodeToolbarComponent({
               });
               setSuccessData({ title: `${data.id} successfully overridden!` });
             }}
-            onClose={setShowOverrideModal}
+            onClose={() => setShowOverrideModal(false)}
             onCancel={() => {
               addFlow({
                 flow: flowComponent,
diff --git a/src/frontend/src/pages/FlowPage/index.tsx b/src/frontend/src/pages/FlowPage/index.tsx
index c8e4f334443f..e4a6553d996e 100644
--- a/src/frontend/src/pages/FlowPage/index.tsx
+++ b/src/frontend/src/pages/FlowPage/index.tsx
@@ -1,7 +1,10 @@
 import FeatureFlags from "@/../feature-config.json";
 import { useGetGlobalVariables } from "@/controllers/API/queries/variables";
+import useSaveFlow from "@/hooks/flows/use-save-flow";
+import { SaveChangesModal } from "@/modals/saveChangesModal";
+import { customStringify } from "@/utils/reactflowUtils";
 import { useEffect } from "react";
-import { useNavigate, useParams } from "react-router-dom";
+import { useBlocker, useNavigate, useParams } from "react-router-dom";
 import FlowToolbar from "../../components/chatComponent";
 import Header from "../../components/headerComponent";
 import { useDarkStore } from "../../stores/darkStore";
@@ -11,34 +14,66 @@ import Page from "./components/PageComponent";
 import ExtraSidebar from "./components/extraSidebarComponent";
 
 export default function FlowPage({ view }: { view?: boolean }): JSX.Element {
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
+  const setCurrentFlow = useFlowsManagerStore((state) => state.setCurrentFlow);
+  const currentFlow = useFlowStore((state) => state.currentFlow);
+  const currentSavedFlow = useFlowsManagerStore((state) => state.currentFlow);
+
+  const changesNotSaved =
+    customStringify(currentFlow) !== customStringify(currentSavedFlow);
+
+  const blocker = useBlocker(changesNotSaved);
   const version = useDarkStore((state) => state.version);
   const setOnFlowPage = useFlowStore((state) => state.setOnFlowPage);
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
   const { id } = useParams();
   const navigate = useNavigate();
   useGetGlobalVariables();
+  const saveFlow = useSaveFlow();
 
   const flows = useFlowsManagerStore((state) => state.flows);
+  const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
+
+  const handleSave = () => {
+    saveFlow().then(() => (blocker.proceed ? blocker.proceed() : null));
+  };
+
+  useEffect(() => {
+    const handleBeforeUnload = (event: BeforeUnloadEvent) => {
+      if (changesNotSaved) {
+        event.preventDefault();
+        event.returnValue = ""; // Required for Chrome
+      }
+    };
+
+    window.addEventListener("beforeunload", handleBeforeUnload);
+
+    return () => {
+      window.removeEventListener("beforeunload", handleBeforeUnload);
+    };
+  }, [changesNotSaved, navigate]);
 
   // Set flow tab id
   useEffect(() => {
-    const isAnExistingFlow = flows.some((flow) => flow.id === id);
+    if (flows && currentFlowId === "") {
+      const isAnExistingFlow = flows.find((flow) => flow.id === id);
 
-    if (!isAnExistingFlow) {
-      navigate("/all");
-      return;
+      if (!isAnExistingFlow) {
+        navigate("/all");
+        return;
+      }
+
+      setCurrentFlow(isAnExistingFlow);
     }
+  }, [id, flows]);
 
-    setCurrentFlowId(id!);
+  useEffect(() => {
     setOnFlowPage(true);
 
     return () => {
       setOnFlowPage(false);
+      setCurrentFlow();
     };
   }, [id]);
+
   return (
     <>
       <Header />
@@ -49,7 +84,7 @@ export default function FlowPage({ view }: { view?: boolean }): JSX.Element {
             <main className="flex flex-1">
               {/* Primary column */}
               <div className="h-full w-full">
-                <Page flow={currentFlow} />
+                <Page />
               </div>
               {!view && <FlowToolbar />}
             </main>
@@ -66,6 +101,13 @@ export default function FlowPage({ view }: { view?: boolean }): JSX.Element {
           <div className={version ? "mt-2" : "mt-1"}>⛓️ v{version}</div>
         </a>
       </div>
+      {blocker.state === "blocked" && (
+        <SaveChangesModal
+          onSave={handleSave}
+          onCancel={() => (blocker.reset ? blocker.reset() : null)}
+          onProceed={() => (blocker.proceed ? blocker.proceed() : null)}
+        />
+      )}
     </>
   );
 }
diff --git a/src/frontend/src/pages/MainPage/components/componentsComponent/index.tsx b/src/frontend/src/pages/MainPage/components/componentsComponent/index.tsx
index ba05f3c0a9b7..2184149a78df 100644
--- a/src/frontend/src/pages/MainPage/components/componentsComponent/index.tsx
+++ b/src/frontend/src/pages/MainPage/components/componentsComponent/index.tsx
@@ -89,7 +89,7 @@ export default function ComponentsComponent({
     handleSelectAll(false);
     setShouldSelectAll(true);
     getFolderById(folderId ? folderId : myCollectionId);
-  }, [location]);
+  }, [location, folderId, myCollectionId]);
 
   useFilteredFlows(flowsFromFolder!, searchFlowsComponents, setAllFlows);
 
diff --git a/src/frontend/src/pages/MainPage/pages/mainPage/index.tsx b/src/frontend/src/pages/MainPage/pages/mainPage/index.tsx
index 98d26452c0e8..6847ad5794cc 100644
--- a/src/frontend/src/pages/MainPage/pages/mainPage/index.tsx
+++ b/src/frontend/src/pages/MainPage/pages/mainPage/index.tsx
@@ -1,6 +1,6 @@
 import { useDeleteFolders } from "@/controllers/API/queries/folders";
 import useAlertStore from "@/stores/alertStore";
-import { useEffect, useState } from "react";
+import { useState } from "react";
 import { Outlet, useLocation, useNavigate } from "react-router-dom";
 import DropdownButton from "../../../../components/dropdownButtonComponent";
 import PageLayout from "../../../../components/pageLayout";
@@ -9,17 +9,12 @@ import {
   MY_COLLECTION_DESC,
   USER_PROJECTS_HEADER,
 } from "../../../../constants/constants";
-import useFlowsManagerStore from "../../../../stores/flowsManagerStore";
 import { useFolderStore } from "../../../../stores/foldersStore";
 import ModalsComponent from "../../components/modalsComponent";
 import useDropdownOptions from "../../hooks/use-dropdown-options";
 import { getFolderById } from "../../services";
 
 export default function HomePage(): JSX.Element {
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
-
   const location = useLocation();
   const pathname = location.pathname;
   const [openModal, setOpenModal] = useState(false);
@@ -35,10 +30,6 @@ export default function HomePage(): JSX.Element {
   const myCollectionId = useFolderStore((state) => state.myCollectionId);
   const getFoldersApi = useFolderStore((state) => state.getFoldersApi);
 
-  useEffect(() => {
-    setCurrentFlowId("");
-  }, [pathname]);
-
   const dropdownOptions = useDropdownOptions({
     navigate,
     is_component,
diff --git a/src/frontend/src/pages/Playground/index.tsx b/src/frontend/src/pages/Playground/index.tsx
index 4ea3cc506dbc..47c2aa177445 100644
--- a/src/frontend/src/pages/Playground/index.tsx
+++ b/src/frontend/src/pages/Playground/index.tsx
@@ -1,26 +1,20 @@
-import { useEffect, useState } from "react";
+import { useStoreStore } from "@/stores/storeStore";
+import { useEffect } from "react";
 import { useParams } from "react-router-dom";
 import LoadingComponent from "../../components/loadingComponent";
 import { getComponent } from "../../controllers/API";
 import IOModal from "../../modals/IOModal";
-import useFlowStore from "../../stores/flowStore";
 import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import cloneFLowWithParent from "../../utils/storeUtils";
 
 export default function PlaygroundPage() {
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
   const getFlowById = useFlowsManagerStore((state) => state.getFlowById);
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
-  const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
+  const flows = useFlowsManagerStore((state) => state.flows);
   const setCurrentFlow = useFlowsManagerStore((state) => state.setCurrentFlow);
-  const setNodes = useFlowStore((state) => state.setNodes);
-  const setEdges = useFlowStore((state) => state.setEdges);
-  const cleanFlowPool = useFlowStore((state) => state.CleanFlowPool);
+  const currentSavedFlow = useFlowsManagerStore((state) => state.currentFlow);
+  const validApiKey = useStoreStore((state) => state.validApiKey);
 
   const { id } = useParams();
-  const [loading, setLoading] = useState(true);
   async function getFlowData() {
     const res = await getComponent(id!);
     const newFlow = cloneFLowWithParent(res, res.id, false, true);
@@ -29,32 +23,22 @@ export default function PlaygroundPage() {
 
   // Set flow tab id
   useEffect(() => {
-    if (getFlowById(id!)) {
-      setCurrentFlowId(id!);
-    } else {
-      getFlowData().then((flow) => {
+    if (flows) {
+      const flow = getFlowById(id!);
+      if (flow) {
         setCurrentFlow(flow);
-      });
-    }
-  }, [id]);
-
-  useEffect(() => {
-    if (currentFlow) {
-      setNodes(currentFlow?.data?.nodes ?? [], true);
-      setEdges(currentFlow?.data?.edges ?? [], true);
-      cleanFlowPool();
-      setLoading(false);
+      } else {
+        if (validApiKey)
+          getFlowData().then((flow) => {
+            setCurrentFlow(flow);
+          });
+      }
     }
-    return () => {
-      setNodes([], true);
-      setEdges([], true);
-      cleanFlowPool();
-    };
-  }, [currentFlow]);
+  }, [id, flows, validApiKey]);
 
   return (
     <div className="flex h-full w-full flex-col items-center justify-center align-middle">
-      {loading ? (
+      {!currentSavedFlow ? (
         <div>
           <LoadingComponent remSize={24}></LoadingComponent>
         </div>
diff --git a/src/frontend/src/pages/ProfileSettingsPage/index.tsx b/src/frontend/src/pages/ProfileSettingsPage/index.tsx
index 5d0135d9f622..ef8beadaa5af 100644
--- a/src/frontend/src/pages/ProfileSettingsPage/index.tsx
+++ b/src/frontend/src/pages/ProfileSettingsPage/index.tsx
@@ -4,7 +4,7 @@ import {
 } from "@/controllers/API/queries/auth";
 import * as Form from "@radix-ui/react-form";
 import { cloneDeep } from "lodash";
-import { useContext, useEffect, useState } from "react";
+import { useContext, useState } from "react";
 import IconComponent from "../../components/genericIconComponent";
 import Header from "../../components/headerComponent";
 import InputComponent from "../../components/inputComponent";
@@ -18,7 +18,6 @@ import {
 import { CONTROL_PATCH_USER_STATE } from "../../constants/constants";
 import { AuthContext } from "../../contexts/authContext";
 import useAlertStore from "../../stores/alertStore";
-import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import {
   inputHandlerEventType,
   patchUserInputStateType,
@@ -26,18 +25,9 @@ import {
 import { gradients } from "../../utils/styleUtils";
 import GradientChooserComponent from "../SettingsPage/pages/GeneralPage/components/ProfilePictureForm/components/profilePictureChooserComponent";
 export default function ProfileSettingsPage(): JSX.Element {
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
-
   const [inputState, setInputState] = useState<patchUserInputStateType>(
     CONTROL_PATCH_USER_STATE,
   );
-
-  // set null id
-  useEffect(() => {
-    setCurrentFlowId("");
-  }, []);
   const setSuccessData = useAlertStore((state) => state.setSuccessData);
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const { userData, setUserData } = useContext(AuthContext);
diff --git a/src/frontend/src/pages/SettingsPage/index.tsx b/src/frontend/src/pages/SettingsPage/index.tsx
index bb08417d4d66..297aba418743 100644
--- a/src/frontend/src/pages/SettingsPage/index.tsx
+++ b/src/frontend/src/pages/SettingsPage/index.tsx
@@ -1,19 +1,12 @@
 import FeatureFlags from "@/../feature-config.json";
 import useAuthStore from "@/stores/authStore";
 import { useStoreStore } from "@/stores/storeStore";
-import { useEffect } from "react";
 import { Outlet } from "react-router-dom";
 import ForwardedIconComponent from "../../components/genericIconComponent";
 import PageLayout from "../../components/pageLayout";
 import SidebarNav from "../../components/sidebarComponent";
-import useFlowsManagerStore from "../../stores/flowsManagerStore";
 
 export default function SettingsPage(): JSX.Element {
-  const pathname = location.pathname;
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
-
   const autoLogin = useAuthStore((state) => state.autoLogin);
   const hasStore = useStoreStore((state) => state.hasStore);
 
@@ -21,10 +14,6 @@ export default function SettingsPage(): JSX.Element {
   const showGeneralSettings =
     FeatureFlags.ENABLE_PROFILE_ICONS || hasStore || !autoLogin;
 
-  useEffect(() => {
-    setCurrentFlowId("");
-  }, [pathname]);
-
   const sidebarNavItems: {
     href?: string;
     title: string;
diff --git a/src/frontend/src/pages/SettingsPage/pages/GeneralPage/index.tsx b/src/frontend/src/pages/SettingsPage/pages/GeneralPage/index.tsx
index 5218edb5d228..a4570f7c5d18 100644
--- a/src/frontend/src/pages/SettingsPage/pages/GeneralPage/index.tsx
+++ b/src/frontend/src/pages/SettingsPage/pages/GeneralPage/index.tsx
@@ -18,7 +18,6 @@ import { useParams } from "react-router-dom";
 import { CONTROL_PATCH_USER_STATE } from "../../../../constants/constants";
 import { AuthContext } from "../../../../contexts/authContext";
 import useAlertStore from "../../../../stores/alertStore";
-import useFlowsManagerStore from "../../../../stores/flowsManagerStore";
 import { useStoreStore } from "../../../../stores/storeStore";
 import {
   inputHandlerEventType,
@@ -31,10 +30,6 @@ import ProfilePictureFormComponent from "./components/ProfilePictureForm";
 import StoreApiKeyFormComponent from "./components/StoreApiKeyForm";
 
 export const GeneralPage = () => {
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
-
   const { scrollId } = useParams();
 
   const [inputState, setInputState] = useState<patchUserInputStateType>(
@@ -112,7 +107,7 @@ export const GeneralPage = () => {
     }
   };
 
-  useScrollToElement(scrollId, setCurrentFlowId);
+  useScrollToElement(scrollId);
 
   const { mutate } = usePostAddApiKey({
     onSuccess: () => {
diff --git a/src/frontend/src/pages/SettingsPage/pages/hooks/use-scroll-to-element.tsx b/src/frontend/src/pages/SettingsPage/pages/hooks/use-scroll-to-element.tsx
index faa7408a3332..966d4bb34812 100644
--- a/src/frontend/src/pages/SettingsPage/pages/hooks/use-scroll-to-element.tsx
+++ b/src/frontend/src/pages/SettingsPage/pages/hooks/use-scroll-to-element.tsx
@@ -1,9 +1,6 @@
 import { useEffect } from "react";
 
-const useScrollToElement = (
-  scrollId: string | null | undefined,
-  setCurrentFlowId: (currentFlowId: string) => void,
-) => {
+const useScrollToElement = (scrollId: string | null | undefined) => {
   useEffect(() => {
     const element = document.getElementById(scrollId ?? "null");
     if (element) {
@@ -11,10 +8,6 @@ const useScrollToElement = (
       element.scrollIntoView({ behavior: "smooth" });
     }
   }, [scrollId]);
-
-  useEffect(() => {
-    setCurrentFlowId("");
-  }, [setCurrentFlowId]);
 };
 
 export default useScrollToElement;
diff --git a/src/frontend/src/pages/StorePage/index.tsx b/src/frontend/src/pages/StorePage/index.tsx
index 36e6ce08de18..5342eb248ee5 100644
--- a/src/frontend/src/pages/StorePage/index.tsx
+++ b/src/frontend/src/pages/StorePage/index.tsx
@@ -28,7 +28,7 @@ import {
 } from "../../constants/alerts_constants";
 import { STORE_DESC, STORE_TITLE } from "../../constants/constants";
 import { AuthContext } from "../../contexts/authContext";
-import { getStoreComponents, getStoreTags } from "../../controllers/API";
+import { getStoreComponents } from "../../controllers/API";
 import useAlertStore from "../../stores/alertStore";
 import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import { useStoreStore } from "../../stores/storeStore";
@@ -46,9 +46,6 @@ export default function StorePage(): JSX.Element {
   const { apiKey } = useContext(AuthContext);
 
   const setErrorData = useAlertStore((state) => state.setErrorData);
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
   const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
   const [loading, setLoading] = useState(true);
   const { id } = useParams();
@@ -148,11 +145,6 @@ export default function StorePage(): JSX.Element {
       });
   }
 
-  // Set a null id
-  useEffect(() => {
-    setCurrentFlowId("");
-  }, []);
-
   function resetPagination() {
     setPageIndex(1);
     setPageSize(12);
diff --git a/src/frontend/src/pages/ViewPage/index.tsx b/src/frontend/src/pages/ViewPage/index.tsx
index 5498b77bd1e0..456e8c35d77b 100644
--- a/src/frontend/src/pages/ViewPage/index.tsx
+++ b/src/frontend/src/pages/ViewPage/index.tsx
@@ -1,23 +1,47 @@
+import { useGetGlobalVariables } from "@/controllers/API/queries/variables";
+import useFlowStore from "@/stores/flowStore";
 import { useEffect } from "react";
-import { useParams } from "react-router-dom";
+import { useNavigate, useParams } from "react-router-dom";
 import useFlowsManagerStore from "../../stores/flowsManagerStore";
 import Page from "../FlowPage/components/PageComponent";
 
 export default function ViewPage() {
-  const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
-  const setCurrentFlowId = useFlowsManagerStore(
-    (state) => state.setCurrentFlowId,
-  );
+  const setCurrentFlow = useFlowsManagerStore((state) => state.setCurrentFlow);
+
+  const setOnFlowPage = useFlowStore((state) => state.setOnFlowPage);
   const { id } = useParams();
+  const navigate = useNavigate();
+  useGetGlobalVariables();
+
+  const flows = useFlowsManagerStore((state) => state.flows);
+  const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
 
   // Set flow tab id
   useEffect(() => {
-    setCurrentFlowId(id!);
+    if (flows && currentFlowId === "") {
+      const isAnExistingFlow = flows.find((flow) => flow.id === id);
+
+      if (!isAnExistingFlow) {
+        navigate("/all");
+        return;
+      }
+
+      setCurrentFlow(isAnExistingFlow);
+    }
+  }, [id, flows]);
+
+  useEffect(() => {
+    setOnFlowPage(true);
+
+    return () => {
+      setOnFlowPage(false);
+      setCurrentFlow();
+    };
   }, [id]);
 
   return (
     <div className="flow-page-positioning">
-      {currentFlow && <Page view flow={currentFlow} />}
+      <Page view />
     </div>
   );
 }
diff --git a/src/frontend/src/routes.tsx b/src/frontend/src/routes.tsx
index fd2bc6bda0ff..028b44e23c16 100644
--- a/src/frontend/src/routes.tsx
+++ b/src/frontend/src/routes.tsx
@@ -1,16 +1,20 @@
-import FeatureFlags from "@/../feature-config.json";
-import useAuthStore from "@/stores/authStore";
-import { useStoreStore } from "@/stores/storeStore";
-import { Suspense, lazy } from "react";
-import { Navigate, Route, Routes } from "react-router-dom";
+import { lazy } from "react";
+import {
+  createBrowserRouter,
+  createRoutesFromElements,
+  Navigate,
+  Route,
+} from "react-router-dom";
+import App from "./App";
 import { ProtectedAdminRoute } from "./components/authAdminGuard";
 import { ProtectedRoute } from "./components/authGuard";
 import { ProtectedLoginRoute } from "./components/authLoginGuard";
+import { AuthSettingsGuard } from "./components/authSettingsGuard";
 import { CatchAllRoute } from "./components/catchAllRoutes";
-import LoadingComponent from "./components/loadingComponent";
 import { StoreGuard } from "./components/storeGuard";
-import MessagesPage from "./pages/SettingsPage/pages/messagesPage";
-
+const MessagesPage = lazy(
+  () => import("./pages/SettingsPage/pages/messagesPage"),
+);
 const AdminPage = lazy(() => import("./pages/AdminPage"));
 const LoginAdminPage = lazy(() => import("./pages/AdminPage/LoginPage"));
 const ApiKeysPage = lazy(
@@ -38,184 +42,161 @@ const SignUp = lazy(() => import("./pages/SignUpPage"));
 const StorePage = lazy(() => import("./pages/StorePage"));
 const ViewPage = lazy(() => import("./pages/ViewPage"));
 
-const Router = () => {
-  const autoLogin = useAuthStore((state) => state.autoLogin);
-  const hasStore = useStoreStore((state) => state.hasStore);
-
-  // Hides the General settings if there is nothing to show
-  const showGeneralSettings =
-    FeatureFlags.ENABLE_PROFILE_ICONS || hasStore || !autoLogin;
-
-  return (
-    <Suspense
-      fallback={
-        <div className="loading-page-panel">
-          <LoadingComponent remSize={50} />
-        </div>
-      }
-    >
-      <Routes>
+const router = createBrowserRouter(
+  createRoutesFromElements([
+    <Route path="" element={<App />}>
+      <Route
+        path="/"
+        element={
+          <ProtectedRoute>
+            <HomePage />
+          </ProtectedRoute>
+        }
+      >
+        <Route index element={<Navigate replace to={"all"} />} />
         <Route
-          path="/"
-          element={
-            <ProtectedRoute>
-              <HomePage />
-            </ProtectedRoute>
-          }
-        >
-          <Route index element={<Navigate replace to={"all"} />} />
-          <Route
-            path="flows/*"
-            element={<MyCollectionComponent key="flows" type="flow" />}
-          />
-          <Route
-            path="components/*"
-            element={
-              <MyCollectionComponent key="components" type="component" />
-            }
-          />
-          <Route
-            path="all/*"
-            element={<MyCollectionComponent key="all" type="all" />}
-          />
-        </Route>
+          path="flows/*"
+          element={<MyCollectionComponent key="flows" type="flow" />}
+        />
         <Route
-          path="/settings"
-          element={
-            <ProtectedRoute>
-              <SettingsPage />
-            </ProtectedRoute>
-          }
-        >
-          <Route
-            index
-            element={
-              <Navigate
-                replace
-                to={showGeneralSettings ? "general" : "global-variables"}
-              />
-            }
-          />
-          <Route path="global-variables" element={<GlobalVariablesPage />} />
-          <Route path="api-keys" element={<ApiKeysPage />} />
-          {showGeneralSettings && (
-            <Route path="general/:scrollId?" element={<GeneralPage />} />
-          )}
-          <Route path="shortcuts" element={<ShortcutsPage />} />
-          <Route path="messages" element={<MessagesPage />} />
-        </Route>
+          path="components/*"
+          element={<MyCollectionComponent key="components" type="component" />}
+        />
+        <Route
+          path="all/*"
+          element={<MyCollectionComponent key="all" type="all" />}
+        />
+      </Route>
+      <Route
+        path="/settings"
+        element={
+          <ProtectedRoute>
+            <SettingsPage />
+          </ProtectedRoute>
+        }
+      >
+        <Route index element={<Navigate replace to={"general"} />} />
+        <Route path="global-variables" element={<GlobalVariablesPage />} />
+        <Route path="api-keys" element={<ApiKeysPage />} />
         <Route
-          path="/store"
+          path="general/:scrollId?"
           element={
-            <ProtectedRoute>
-              <StoreGuard>
-                <StorePage />
-              </StoreGuard>
-            </ProtectedRoute>
+            <AuthSettingsGuard>
+              <GeneralPage />
+            </AuthSettingsGuard>
           }
         />
+        <Route path="shortcuts" element={<ShortcutsPage />} />
+        <Route path="messages" element={<MessagesPage />} />
+      </Route>
+      <Route
+        path="/store"
+        element={
+          <ProtectedRoute>
+            <StoreGuard>
+              <StorePage />
+            </StoreGuard>
+          </ProtectedRoute>
+        }
+      />
+      <Route
+        path="/store/:id/"
+        element={
+          <ProtectedRoute>
+            <StoreGuard>
+              <StorePage />
+            </StoreGuard>
+          </ProtectedRoute>
+        }
+      />
+      <Route path="/playground/:id/">
         <Route
-          path="/store/:id/"
+          path=""
           element={
             <ProtectedRoute>
-              <StoreGuard>
-                <StorePage />
-              </StoreGuard>
+              <PlaygroundPage />
             </ProtectedRoute>
           }
         />
-        <Route path="/playground/:id/">
-          <Route
-            path=""
-            element={
-              <ProtectedRoute>
-                <PlaygroundPage />
-              </ProtectedRoute>
-            }
-          />
-        </Route>
-        <Route path="/flow/:id/">
-          <Route
-            path="*"
-            element={
-              <ProtectedRoute>
-                <FlowPage />
-              </ProtectedRoute>
-            }
-          />
-          <Route
-            path=""
-            element={
-              <ProtectedRoute>
-                <FlowPage />
-              </ProtectedRoute>
-            }
-          />
-          <Route
-            path="view"
-            element={
-              <ProtectedRoute>
-                <ViewPage />
-              </ProtectedRoute>
-            }
-          />
-        </Route>
+      </Route>
+      <Route path="/flow/:id/">
         <Route
           path="*"
           element={
             <ProtectedRoute>
-              <CatchAllRoute />
+              <FlowPage />
             </ProtectedRoute>
           }
         />
-
-        <Route
-          path="/login"
-          element={
-            <ProtectedLoginRoute>
-              <LoginPage />
-            </ProtectedLoginRoute>
-          }
-        />
         <Route
-          path="/signup"
+          path=""
           element={
-            <ProtectedLoginRoute>
-              <SignUp />
-            </ProtectedLoginRoute>
+            <ProtectedRoute>
+              <FlowPage />
+            </ProtectedRoute>
           }
         />
         <Route
-          path="/login/admin"
+          path="view"
           element={
-            <ProtectedLoginRoute>
-              <LoginAdminPage />
-            </ProtectedLoginRoute>
+            <ProtectedRoute>
+              <ViewPage />
+            </ProtectedRoute>
           }
         />
-
+      </Route>
+      <Route
+        path="*"
+        element={
+          <ProtectedRoute>
+            <CatchAllRoute />
+          </ProtectedRoute>
+        }
+      />
+      <Route
+        path="/login"
+        element={
+          <ProtectedLoginRoute>
+            <LoginPage />
+          </ProtectedLoginRoute>
+        }
+      />
+      <Route
+        path="/signup"
+        element={
+          <ProtectedLoginRoute>
+            <SignUp />
+          </ProtectedLoginRoute>
+        }
+      />
+      <Route
+        path="/login/admin"
+        element={
+          <ProtectedLoginRoute>
+            <LoginAdminPage />
+          </ProtectedLoginRoute>
+        }
+      />
+      <Route
+        path="/admin"
+        element={
+          <ProtectedAdminRoute>
+            <AdminPage />
+          </ProtectedAdminRoute>
+        }
+      />
+      <Route path="/account">
         <Route
-          path="/admin"
+          path="delete"
           element={
-            <ProtectedAdminRoute>
-              <AdminPage />
-            </ProtectedAdminRoute>
+            <ProtectedRoute>
+              <DeleteAccountPage />
+            </ProtectedRoute>
           }
-        />
-
-        <Route path="/account">
-          <Route
-            path="delete"
-            element={
-              <ProtectedRoute>
-                <DeleteAccountPage />
-              </ProtectedRoute>
-            }
-          ></Route>
-        </Route>
-      </Routes>
-    </Suspense>
-  );
-};
+        ></Route>
+      </Route>
+    </Route>,
+  ]),
+);
 
-export default Router;
+export default router;
diff --git a/src/frontend/src/stores/darkStore.ts b/src/frontend/src/stores/darkStore.ts
index a652525925ab..6e3c28afa56b 100644
--- a/src/frontend/src/stores/darkStore.ts
+++ b/src/frontend/src/stores/darkStore.ts
@@ -1,5 +1,5 @@
 import { create } from "zustand";
-import { getRepoStars, getVersion } from "../controllers/API";
+import { getRepoStars } from "../controllers/API";
 import { DarkStoreType } from "../types/zustand/dark";
 
 const startedStars = Number(window.localStorage.getItem("githubStars")) ?? 0;
diff --git a/src/frontend/src/stores/flowStore.ts b/src/frontend/src/stores/flowStore.ts
index 489cfb1ead08..3a8289e2e507 100644
--- a/src/frontend/src/stores/flowStore.ts
+++ b/src/frontend/src/stores/flowStore.ts
@@ -19,7 +19,6 @@ import {
   MISSED_ERROR_ALERT,
 } from "../constants/alerts_constants";
 import { BuildStatus } from "../constants/enums";
-import { getFlowPool } from "../controllers/API";
 import { VertexBuildTypeAPI } from "../types/api";
 import { ChatInputType, ChatOutputType } from "../types/chat";
 import {
@@ -51,6 +50,7 @@ import { useTypesStore } from "./typesStore";
 
 // this is our useStore hook that we can use in our components to get parts of the store and call actions
 const useFlowStore = create<FlowStoreType>((set, get) => ({
+  autoSaveFlow: undefined,
   componentsToUpdate: false,
   updateComponentsToUpdate: (nodes) => {
     let outdatedNodes = false;
@@ -153,8 +153,10 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
   setPending: (isPending) => {
     set({ isPending });
   },
-  resetFlow: ({ nodes, edges, viewport }) => {
-    const currentFlow = useFlowsManagerStore.getState().currentFlow;
+  resetFlow: (flow) => {
+    const nodes = flow?.data?.nodes ?? [];
+    const edges = flow?.data?.edges ?? [];
+    const viewport = flow?.data?.viewport ?? { zoom: 1, x: 0, y: 0 };
     let brokenEdges = detectBrokenEdgesEdges(nodes, edges);
     if (brokenEdges.length > 0) {
       useAlertStore.getState().setErrorData({
@@ -172,13 +174,10 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
       inputs,
       outputs,
       hasIO: inputs.length > 0 || outputs.length > 0,
+      flowPool: {},
+      currentFlow: flow,
     });
-    get().reactFlowInstance!.setViewport(viewport);
-    if (currentFlow) {
-      getFlowPool({ flowId: currentFlow.id }).then((flowPool) => {
-        set({ flowPool: flowPool.data.vertex_builds });
-      });
-    }
+    get().reactFlowInstance?.setViewport(viewport);
   },
   setIsBuilding: (isBuilding) => {
     set({ isBuilding });
@@ -195,6 +194,16 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
   },
   setReactFlowInstance: (newState) => {
     set({ reactFlowInstance: newState });
+    const viewport = get().currentFlow?.data?.viewport ?? {
+      zoom: 1,
+      x: 0,
+      y: 0,
+    };
+    if (viewport.x == 0 && viewport.y == 0) {
+      newState.fitView();
+    } else {
+      newState.setViewport(viewport);
+    }
   },
   onNodesChange: (changes: NodeChange[]) => {
     set({
@@ -206,7 +215,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
       edges: applyEdgeChanges(changes, get().edges),
     });
   },
-  setNodes: (change, skipSave = false) => {
+  setNodes: (change) => {
     let newChange = typeof change === "function" ? change(get().nodes) : change;
     let newEdges = cleanEdges(newChange, get().edges);
     const { inputs, outputs } = getInputsAndOutputs(newChange);
@@ -219,30 +228,18 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
       outputs,
       hasIO: inputs.length > 0 || outputs.length > 0,
     });
-
-    const flowsManager = useFlowsManagerStore.getState();
-    if (!get().isBuilding && !skipSave && get().onFlowPage) {
-      flowsManager.autoSaveCurrentFlow(
-        newChange,
-        newEdges,
-        get().reactFlowInstance?.getViewport() ?? { x: 0, y: 0, zoom: 1 },
-      );
+    if (get().autoSaveFlow) {
+      get().autoSaveFlow!();
     }
   },
-  setEdges: (change, skipSave = false) => {
+  setEdges: (change) => {
     let newChange = typeof change === "function" ? change(get().edges) : change;
     set({
       edges: newChange,
       flowState: undefined,
     });
-
-    const flowsManager = useFlowsManagerStore.getState();
-    if (!get().isBuilding && !skipSave && get().onFlowPage) {
-      flowsManager.autoSaveCurrentFlow(
-        get().nodes,
-        newChange,
-        get().reactFlowInstance?.getViewport() ?? { x: 0, y: 0, zoom: 1 },
-      );
+    if (get().autoSaveFlow) {
+      get().autoSaveFlow!();
     }
   },
   setNode: (
@@ -485,13 +482,6 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
 
       return newEdges;
     });
-    useFlowsManagerStore
-      .getState()
-      .autoSaveCurrentFlow(
-        get().nodes,
-        newEdges,
-        get().reactFlowInstance?.getViewport() ?? { x: 0, y: 0, zoom: 1 },
-      );
   },
   unselectAll: () => {
     let newNodes = cloneDeep(get().nodes);
@@ -672,8 +662,9 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
         useFlowStore.getState().updateBuildStatus(idList, BuildStatus.BUILDING);
       },
       onValidateNodes: validateSubgraph,
-      nodes: get().onFlowPage ? get().nodes : undefined,
-      edges: get().onFlowPage ? get().edges : undefined,
+      nodes: get().nodes || undefined,
+      edges: get().edges || undefined,
+      logBuilds: get().onFlowPage,
     });
     get().setIsBuilding(false);
     get().setLockChat(false);
@@ -744,6 +735,27 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
     });
     set({ flowBuildStatus: newFlowBuildStatus });
   },
+  currentFlow: undefined,
+  setCurrentFlow: (flow) => {
+    set({ currentFlow: flow });
+  },
+  updateCurrentFlow: ({ nodes, edges, viewport }) => {
+    set({
+      currentFlow: {
+        ...get().currentFlow!,
+        data: {
+          nodes: nodes ?? get().currentFlow?.data?.nodes ?? [],
+          edges: edges ?? get().currentFlow?.data?.edges ?? [],
+          viewport: viewport ??
+            get().currentFlow?.data?.viewport ?? {
+              x: 0,
+              y: 0,
+              zoom: 1,
+            },
+        },
+      },
+    });
+  },
 }));
 
 export default useFlowStore;
diff --git a/src/frontend/src/stores/flowsManagerStore.ts b/src/frontend/src/stores/flowsManagerStore.ts
index 1c2c69c37306..5b5bb451b03e 100644
--- a/src/frontend/src/stores/flowsManagerStore.ts
+++ b/src/frontend/src/stores/flowsManagerStore.ts
@@ -1,13 +1,6 @@
-import { AxiosError } from "axios";
 import { cloneDeep } from "lodash";
-import pDebounce from "p-debounce";
-import { Edge, Node, Viewport } from "reactflow";
 import { create } from "zustand";
-import { SAVE_DEBOUNCE_TIME } from "../constants/constants";
-import {
-  readFlowsFromDatabase,
-  updateFlowInDatabase,
-} from "../controllers/API";
+import { readFlowsFromDatabase } from "../controllers/API";
 import { FlowType } from "../types/flow";
 import {
   FlowsManagerStoreType,
@@ -36,22 +29,17 @@ const useFlowsManagerStore = create<FlowsManagerStoreType>((set, get) => ({
     set({ examples });
   },
   currentFlowId: "",
-  setCurrentFlow: (flow: FlowType) => {
-    set((state) => ({
+  setCurrentFlow: (flow: FlowType | undefined) => {
+    set({
       currentFlow: flow,
-      currentFlowId: flow.id,
-    }));
+      currentFlowId: flow?.id ?? "",
+    });
+    useFlowStore.getState().resetFlow(flow);
   },
   getFlowById: (id: string) => {
-    return get().flows.find((flow) => flow.id === id);
+    return get().flows?.find((flow) => flow.id === id);
   },
-  setCurrentFlowId: (currentFlowId: string) => {
-    set((state) => ({
-      currentFlowId,
-      currentFlow: state.flows.find((flow) => flow.id === currentFlowId),
-    }));
-  },
-  flows: [],
+  flows: undefined,
   allFlows: [],
   setAllFlows: (allFlows: FlowType[]) => {
     set({ allFlows });
@@ -107,60 +95,6 @@ const useFlowsManagerStore = create<FlowsManagerStoreType>((set, get) => ({
         });
     });
   },
-  autoSaveCurrentFlow: (nodes: Node[], edges: Edge[], viewport: Viewport) => {
-    if (get().currentFlow) {
-      get().saveFlow(
-        { ...get().currentFlow!, data: { nodes, edges, viewport } },
-        true,
-      );
-    }
-  },
-  saveFlow: (flow: FlowType, silent?: boolean) => {
-    set({ saveLoading: true }); // set saveLoading true immediately
-    return get().saveFlowDebounce(flow, silent); // call the debounced function directly
-  },
-  saveFlowDebounce: pDebounce((flow: FlowType, silent?: boolean) => {
-    const folderUrl = useFolderStore.getState().folderUrl;
-    const hasFolderUrl = folderUrl != null && folderUrl !== "";
-
-    flow.folder_id = hasFolderUrl
-      ? useFolderStore.getState().folderUrl
-      : useFolderStore.getState().myCollectionId ?? "";
-
-    set({ saveLoading: true });
-    return new Promise<void>((resolve, reject) => {
-      updateFlowInDatabase(flow)
-        .then((updatedFlow) => {
-          if (updatedFlow) {
-            // updates flow in state
-            if (!silent) {
-              useAlertStore
-                .getState()
-                .setSuccessData({ title: "Changes saved successfully" });
-            }
-            get().setFlows(
-              get().flows.map((flow) => {
-                if (flow.id === updatedFlow.id) {
-                  return updatedFlow;
-                }
-                return flow;
-              }),
-            );
-            //update tabs state
-
-            resolve();
-            set({ saveLoading: false });
-          }
-        })
-        .catch((err) => {
-          useAlertStore.getState().setErrorData({
-            title: "Error while saving changes",
-            list: [(err as AxiosError).message],
-          });
-          reject(err);
-        });
-    });
-  }, SAVE_DEBOUNCE_TIME),
   takeSnapshot: () => {
     const currentFlowId = get().currentFlowId;
     // push the current graph to the past state
diff --git a/src/frontend/src/stores/shortcuts.ts b/src/frontend/src/stores/shortcuts.ts
index 774d0ec273af..98702e0054d1 100644
--- a/src/frontend/src/stores/shortcuts.ts
+++ b/src/frontend/src/stores/shortcuts.ts
@@ -20,7 +20,8 @@ export const useShortcutsStore = create<shortcutsStoreType>((set, get) => ({
   duplicate: "mod+d",
   component: "mod+shift+s",
   docs: "mod+shift+d",
-  save: "mod+s",
+  changes: "mod+s",
+  save: "mod+alt+s",
   delete: "backspace",
   group: "mod+g",
   cut: "mod+x",
diff --git a/src/frontend/src/types/components/index.ts b/src/frontend/src/types/components/index.ts
index 058c6a833558..e65101ffeeb6 100644
--- a/src/frontend/src/types/components/index.ts
+++ b/src/frontend/src/types/components/index.ts
@@ -435,6 +435,7 @@ export type ConfirmationModalType = {
   title: string;
   titleHeader?: string;
   destructive?: boolean;
+  destructiveCancel?: boolean;
   modalContentTitle?: string;
   cancelText: string;
   confirmationText: string;
@@ -446,7 +447,7 @@ export type ConfirmationModalType = {
   index?: number;
   onConfirm: (index, data) => void;
   open?: boolean;
-  onClose?: (close: boolean) => void;
+  onClose?: () => void;
   size?:
     | "x-small"
     | "smaller"
diff --git a/src/frontend/src/types/store/index.ts b/src/frontend/src/types/store/index.ts
index c074f85c2858..43254c8511af 100644
--- a/src/frontend/src/types/store/index.ts
+++ b/src/frontend/src/types/store/index.ts
@@ -38,6 +38,7 @@ export type shortcutsStoreType = {
   duplicate: string;
   component: string;
   docs: string;
+  changes: string;
   save: string;
   delete: string;
   update: string;
diff --git a/src/frontend/src/types/zustand/flow/index.ts b/src/frontend/src/types/zustand/flow/index.ts
index 59ea979fad94..c27e056e24ba 100644
--- a/src/frontend/src/types/zustand/flow/index.ts
+++ b/src/frontend/src/types/zustand/flow/index.ts
@@ -1,3 +1,4 @@
+import { FlowType } from "@/types/flow";
 import {
   Connection,
   Edge,
@@ -53,6 +54,7 @@ export type FlowPoolType = {
 };
 
 export type FlowStoreType = {
+  autoSaveFlow: (() => void) | undefined;
   componentsToUpdate: boolean;
   updateComponentsToUpdate: (nodes: Node[]) => void;
   onFlowPage: boolean;
@@ -83,11 +85,7 @@ export type FlowStoreType = {
   isPending: boolean;
   setIsBuilding: (isBuilding: boolean) => void;
   setPending: (isPending: boolean) => void;
-  resetFlow: (flow: {
-    nodes: Node[];
-    edges: Edge[];
-    viewport: Viewport;
-  }) => void;
+  resetFlow: (flow: FlowType | undefined) => void;
   reactFlowInstance: ReactFlowInstance | null;
   setReactFlowInstance: (newState: ReactFlowInstance) => void;
   flowState: FlowState | undefined;
@@ -101,14 +99,8 @@ export type FlowStoreType = {
   edges: Edge[];
   onNodesChange: OnNodesChange;
   onEdgesChange: OnEdgesChange;
-  setNodes: (
-    update: Node[] | ((oldState: Node[]) => Node[]),
-    skipSave?: boolean,
-  ) => void;
-  setEdges: (
-    update: Edge[] | ((oldState: Edge[]) => Edge[]),
-    skipSave?: boolean,
-  ) => void;
+  setNodes: (update: Node[] | ((oldState: Node[]) => Node[])) => void;
+  setEdges: (update: Edge[] | ((oldState: Edge[]) => Edge[])) => void;
   setNode: (
     id: string,
     update: Node | ((oldState: Node) => Node),
@@ -177,4 +169,15 @@ export type FlowStoreType = {
   setLockChat: (lock: boolean) => void;
   lockChat: boolean;
   updateFreezeStatus: (nodeIds: string[], freeze: boolean) => void;
+  currentFlow: FlowType | undefined;
+  setCurrentFlow: (flow: FlowType | undefined) => void;
+  updateCurrentFlow: ({
+    nodes,
+    edges,
+    viewport,
+  }: {
+    nodes?: Node[];
+    edges?: Edge[];
+    viewport?: Viewport;
+  }) => void;
 };
diff --git a/src/frontend/src/types/zustand/flowsManager/index.ts b/src/frontend/src/types/zustand/flowsManager/index.ts
index c99c090bb69c..ae1252f26eb4 100644
--- a/src/frontend/src/types/zustand/flowsManager/index.ts
+++ b/src/frontend/src/types/zustand/flowsManager/index.ts
@@ -1,41 +1,24 @@
-import { Edge, Node, Viewport } from "reactflow";
 import { FlowType } from "../../flow";
 
 export type FlowsManagerStoreType = {
   getFlowById: (id: string) => FlowType | undefined;
-  flows: Array<FlowType>;
+  flows: Array<FlowType> | undefined;
   allFlows: Array<FlowType>;
   setAllFlows: (flows: FlowType[]) => void;
   setFlows: (flows: FlowType[]) => void;
   currentFlow: FlowType | undefined;
   currentFlowId: string;
-  setCurrentFlowId: (currentFlowId: string) => void;
   saveLoading: boolean;
   setSaveLoading: (saveLoading: boolean) => void;
   isLoading: boolean;
   setIsLoading: (isLoading: boolean) => void;
   refreshFlows: () => Promise<void>;
-  saveFlow: (
-    flow: FlowType,
-    silent?: boolean,
-    folderId?: string,
-  ) => Promise<void> | undefined;
-  saveFlowDebounce: (
-    flow: FlowType,
-    silent?: boolean,
-    folderId?: string,
-  ) => Promise<void> | undefined;
-  autoSaveCurrentFlow: (
-    nodes: Node[],
-    edges: Edge[],
-    viewport: Viewport,
-  ) => void;
   undo: () => void;
   redo: () => void;
   takeSnapshot: () => void;
   examples: Array<FlowType>;
   setExamples: (examples: FlowType[]) => void;
-  setCurrentFlow: (flow: FlowType) => void;
+  setCurrentFlow: (flow?: FlowType) => void;
   setSearchFlowsComponents: (search: string) => void;
   searchFlowsComponents: string;
   selectedFlowsComponentsCards: string[];
diff --git a/src/frontend/src/utils/buildUtils.ts b/src/frontend/src/utils/buildUtils.ts
index 77dbb8054e75..1a6a9f31c987 100644
--- a/src/frontend/src/utils/buildUtils.ts
+++ b/src/frontend/src/utils/buildUtils.ts
@@ -30,6 +30,7 @@ type BuildVerticesParams = {
   onValidateNodes?: (nodes: string[]) => void;
   nodes?: Node[];
   edges?: Edge[];
+  logBuilds?: boolean;
 };
 
 function getInactiveVertexData(vertexId: string): VertexBuildTypeAPI {
@@ -146,6 +147,7 @@ export async function buildFlowVertices({
   onValidateNodes,
   nodes,
   edges,
+  logBuilds,
   setLockChat,
 }: BuildVerticesParams) {
   let url = `${BASE_URL_API}build/${flowId}/flow?`;
@@ -155,6 +157,9 @@ export async function buildFlowVertices({
   if (stopNodeId) {
     url = `${url}&stop_component_id=${stopNodeId}`;
   }
+  if (logBuilds !== undefined) {
+    url = `${url}&log_builds=${logBuilds}`;
+  }
   const postData = {};
   if (typeof input_value !== "undefined") {
     postData["inputs"] = { input_value: input_value };
diff --git a/src/frontend/tests/end-to-end/flowSettings.spec.ts b/src/frontend/tests/end-to-end/flowSettings.spec.ts
index 062bb5bea62d..04dd0694ab40 100644
--- a/src/frontend/tests/end-to-end/flowSettings.spec.ts
+++ b/src/frontend/tests/end-to-end/flowSettings.spec.ts
@@ -47,10 +47,6 @@ test("flowSettings", async ({ page }) => {
 
   await page.getByTestId("save-flow-settings").click();
 
-  await page.getByText("Close").last().click();
-
-  await page.waitForTimeout(1000);
-
   await page.getByText("Changes saved successfully").isVisible();
 
   await page.getByTestId("flow_name").click();
diff --git a/src/frontend/tests/end-to-end/store-shard-2.spec.ts b/src/frontend/tests/end-to-end/store-shard-2.spec.ts
index 9c017b8219a5..c5f4881e80b6 100644
--- a/src/frontend/tests/end-to-end/store-shard-2.spec.ts
+++ b/src/frontend/tests/end-to-end/store-shard-2.spec.ts
@@ -1,4 +1,4 @@
-import { expect, test } from "@playwright/test";
+import { test } from "@playwright/test";
 import * as dotenv from "dotenv";
 import path from "path";
 
@@ -111,7 +111,6 @@ test("should share component with share button", async ({ page }) => {
     .inputValue();
   await page.getByPlaceholder("Flow name").fill(randomName);
   await page.getByText("Save").last().click();
-  await page.getByText("Close").last().click();
 
   await page.waitForSelector('[data-testid="shared-button-flow"]', {
     timeout: 100000,
diff --git a/src/frontend/vite.config.mts b/src/frontend/vite.config.mts
index 24e4c179540d..43b0d85adaa8 100644
--- a/src/frontend/vite.config.mts
+++ b/src/frontend/vite.config.mts
@@ -31,6 +31,9 @@ export default defineConfig(({ mode }) => {
       outDir: "build",
     },
     define: {
+      "process.env.LANGFLOW_AUTO_SAVE": JSON.stringify(
+        process.env.LANGFLOW_AUTO_SAVE,
+      ),
       "process.env.BACKEND_URL": JSON.stringify(process.env.BACKEND_URL),
       "process.env.ACCESS_TOKEN_EXPIRE_SECONDS": JSON.stringify(
         process.env.ACCESS_TOKEN_EXPIRE_SECONDS,

From dc419d11fdeebb815cf5f583a50b468b93a4af96 Mon Sep 17 00:00:00 2001
From: Carlos Coelho <80289056+carlosrcoelho@users.noreply.github.com>
Date: Mon, 12 Aug 2024 19:45:13 -0300
Subject: [PATCH 29/38] fix: Corrected URI handling in SQLDatabaseComponent
 (#3291)

---
 .../components/langchain_utilities/SQLDatabase.py   | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/src/backend/base/langflow/components/langchain_utilities/SQLDatabase.py b/src/backend/base/langflow/components/langchain_utilities/SQLDatabase.py
index e9c7565d6e47..4d5104aabd00 100644
--- a/src/backend/base/langflow/components/langchain_utilities/SQLDatabase.py
+++ b/src/backend/base/langflow/components/langchain_utilities/SQLDatabase.py
@@ -1,6 +1,7 @@
-from langchain_experimental.sql.base import SQLDatabase
-
+from langchain_community.utilities.sql_database import SQLDatabase
 from langflow.custom import CustomComponent
+from sqlalchemy import create_engine
+from sqlalchemy.pool import StaticPool
 
 
 class SQLDatabaseComponent(CustomComponent):
@@ -14,10 +15,12 @@ def build_config(self):
         }
 
     def clean_up_uri(self, uri: str) -> str:
-        if uri.startswith("postgresql://"):
-            uri = uri.replace("postgresql://", "postgres://")
+        if uri.startswith("postgres://"):
+            uri = uri.replace("postgres://", "postgresql://")
         return uri.strip()
 
     def build(self, uri: str) -> SQLDatabase:
         uri = self.clean_up_uri(uri)
-        return SQLDatabase.from_uri(uri)
+        # Create an engine using SQLAlchemy with StaticPool
+        engine = create_engine(uri, poolclass=StaticPool)
+        return SQLDatabase(engine)

From d8af6652e04edad518c2f85821eb673ebfea8ef1 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Mon, 12 Aug 2024 20:52:52 -0300
Subject: [PATCH 30/38] build: Set up Python 3.12 and Poetry caching in docker
 workflow. (#3296)

---
 .github/workflows/docker-build.yml | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
index 7b425c7e2575..0b7d1d610e34 100644
--- a/.github/workflows/docker-build.yml
+++ b/.github/workflows/docker-build.yml
@@ -36,9 +36,16 @@ jobs:
   get-version:
     name: Get Version
     runs-on: ubuntu-latest
+
     outputs:
       version: ${{ steps.get-version-input.outputs.version || steps.get-version-base.outputs.version || steps.get-version-main.outputs.version }}
     steps:
+      - name: Set up Python 3.12 + Poetry ${{ env.POETRY_VERSION }}
+        uses: "./.github/actions/poetry_caching"
+        with:
+          python-version: "3.12"
+          poetry-version: ${{ env.POETRY_VERSION }}
+          cache-key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-${{ hashFiles('**/poetry.lock') }}
       - name: Get Version from Input
         if : ${{ inputs.version != '' }}
         id: get-version-input

From 6105606f5cf25d846393776f579c1a41365fecfe Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Mon, 12 Aug 2024 21:19:32 -0300
Subject: [PATCH 31/38] ci: add checkout before setting up python (#3297)

* build: Set up Python 3.12 and Poetry caching in docker workflow.

* build: checkout repository before setting up Python 3.12 and Poetry.
---
 .github/workflows/docker-build.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
index 0b7d1d610e34..582735f54c27 100644
--- a/.github/workflows/docker-build.yml
+++ b/.github/workflows/docker-build.yml
@@ -40,6 +40,7 @@ jobs:
     outputs:
       version: ${{ steps.get-version-input.outputs.version || steps.get-version-base.outputs.version || steps.get-version-main.outputs.version }}
     steps:
+      - uses: actions/checkout@v4
       - name: Set up Python 3.12 + Poetry ${{ env.POETRY_VERSION }}
         uses: "./.github/actions/poetry_caching"
         with:

From 2ffd723065dd766fd03cbdd93ef893aaa97080c5 Mon Sep 17 00:00:00 2001
From: Sai Kolasani <92129478+saikolasani@users.noreply.github.com>
Date: Mon, 12 Aug 2024 17:45:31 -0700
Subject: [PATCH 32/38] Update Ollama Model + Links (#3294)

wip

Co-authored-by: Sai Kolasani <sai.kolasani@datastax.com>
---
 .../base/langflow/components/embeddings/OllamaEmbeddings.py   | 2 +-
 src/backend/base/langflow/components/models/OllamaModel.py    | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/backend/base/langflow/components/embeddings/OllamaEmbeddings.py b/src/backend/base/langflow/components/embeddings/OllamaEmbeddings.py
index 5a17c0ed455c..07ae73a533f1 100644
--- a/src/backend/base/langflow/components/embeddings/OllamaEmbeddings.py
+++ b/src/backend/base/langflow/components/embeddings/OllamaEmbeddings.py
@@ -16,7 +16,7 @@ class OllamaEmbeddingsComponent(LCModelComponent):
         MessageTextInput(
             name="model",
             display_name="Ollama Model",
-            value="llama2",
+            value="llama3.1",
         ),
         MessageTextInput(
             name="base_url",
diff --git a/src/backend/base/langflow/components/models/OllamaModel.py b/src/backend/base/langflow/components/models/OllamaModel.py
index 4da7626212fe..f2c07d10d016 100644
--- a/src/backend/base/langflow/components/models/OllamaModel.py
+++ b/src/backend/base/langflow/components/models/OllamaModel.py
@@ -77,8 +77,8 @@ def get_model(self, url: str) -> list[str]:
         DropdownInput(
             name="model_name",
             display_name="Model Name",
-            value="llama3",
-            info="Refer to https://ollama.ai/library for more models.",
+            value="llama3.1",
+            info="Refer to https://ollama.com/library for more models.",
             refresh_button=True,
         ),
         FloatInput(

From c5d9cbae4947f7ca87c0bc3323a95fe3df3d9314 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Mon, 12 Aug 2024 21:53:57 -0300
Subject: [PATCH 33/38] feat:  add dynamic state model creation and update
 (#3271)

* feat: add initial implementation of dynamic state model creation and output getter in graph state module

* feat: implement _reset_all_output_values method to initialize component outputs in custom_component class

* feat: add state model management with lazy initialization and dynamic instance getter in custom_component class

* feat: Refactor Component class to use public method get_output_by_method

Refactor the Component class in the custom_component module to change the visibility of the method `_get_output_by_method` to public by renaming it to `get_output_by_method`. This change improves the accessibility and clarity of the method for external use.

* feat: add output setter utility to manage output values in state model properties

* feat: implement validation for methods' classes in output getter/setter utilities in state model to ensure proper structure

* feat: add state model creation from graph in state_model.py

* feat: enhance Graph class with lazy loading for state model creation from graph

* feat: add unit tests for state model creation and validation in test_state_model.py

* feat: add unit tests for state model creation and validation in test_state_model.py

* feat: add functional test for graph state update and validation in test_graph_state_model.py

* fix: update _instance_getter function to accept a parameter in component.py for state model instance retrieval

* refactor: rename test to clarify purpose in test_state_model.py for functional state update validation

* chore: import Finish constant in test_graph_state_model.py for improved clarity and usage in state model tests

* refactor: add optional validation in output getter/setter methods for improved method integrity in state model handling

* refactor: enhance state model creation with optional validation and error handling for output methods in model.py

* refactor: serialize and deserialize GraphStateModel in test_graph_state_model.py

* refactor: improve error message and add verbose mode for graph start in test_state_model.py

* refactor: remove verbose flag from graph.start in TestCreateStateModel for consistency in test_state_model.py

* refactor: disable validation when creating GraphStateModel in state_model.py for improved flexibility

* refactor: add validation documentation for method attributes in model.py to enhance code clarity and usability

* refactor: expand docstring for build_output_getter in model.py to clarify usage and validation details

* refactor: add detailed docstring for build_output_setter in model.py to improve clarity on functionality and usage scenarios

* refactor: add comprehensive docstring for create_state_model in model.py to clarify functionality and usage examples

* refactor: enhance docstring for create_state_model_from_graph in state_model.py to clarify functionality and provide examples

* test: add JSON schema validation in graph state model tests for improved structure and correctness verification

* refactor: Improve graph_state_model.json_schema unit test readability and structure.
---
 .../custom/custom_component/component.py      |  34 ++-
 src/backend/base/langflow/graph/graph/base.py |   8 +
 .../base/langflow/graph/graph/state_model.py  |  67 +++++
 .../base/langflow/graph/state/__init__.py     |   0
 .../base/langflow/graph/state/model.py        | 237 ++++++++++++++++++
 .../graph/graph/state/test_state_model.py     | 139 ++++++++++
 .../graph/graph/test_graph_state_model.py     | 173 +++++++++++++
 7 files changed, 654 insertions(+), 4 deletions(-)
 create mode 100644 src/backend/base/langflow/graph/graph/state_model.py
 create mode 100644 src/backend/base/langflow/graph/state/__init__.py
 create mode 100644 src/backend/base/langflow/graph/state/model.py
 create mode 100644 src/backend/tests/unit/graph/graph/state/test_state_model.py
 create mode 100644 src/backend/tests/unit/graph/graph/test_graph_state_model.py

diff --git a/src/backend/base/langflow/custom/custom_component/component.py b/src/backend/base/langflow/custom/custom_component/component.py
index 997736bf8f53..3f38ff45ec74 100644
--- a/src/backend/base/langflow/custom/custom_component/component.py
+++ b/src/backend/base/langflow/custom/custom_component/component.py
@@ -7,6 +7,7 @@
 import yaml
 from pydantic import BaseModel
 
+from langflow.graph.state.model import create_state_model
 from langflow.helpers.custom import format_type
 from langflow.schema.artifact import get_artifact_type, post_process_raw
 from langflow.schema.data import Data
@@ -35,7 +36,7 @@ class Component(CustomComponent):
     def __init__(self, **kwargs):
         # if key starts with _ it is a config
         # else it is an input
-
+        self._reset_all_output_values()
         inputs = {}
         config = {}
         for key, value in kwargs.items():
@@ -50,6 +51,7 @@ def __init__(self, **kwargs):
         self._parameters = inputs or {}
         self._edges: list[EdgeData] = []
         self._components: list[Component] = []
+        self._state_model = None
         self.set_attributes(self._parameters)
         self._output_logs = {}
         config = config or {}
@@ -70,6 +72,30 @@ def __init__(self, **kwargs):
         self._set_output_types()
         self.set_class_code()
 
+    def _reset_all_output_values(self):
+        for output in self.outputs:
+            setattr(output, "value", UNDEFINED)
+
+    def _build_state_model(self):
+        if self._state_model:
+            return self._state_model
+        name = self.name or self.__class__.__name__
+        model_name = f"{name}StateModel"
+        fields = {}
+        for output in self.outputs:
+            fields[output.name] = getattr(self, output.method)
+        self._state_model = create_state_model(model_name=model_name, **fields)
+        return self._state_model
+
+    def get_state_model_instance_getter(self):
+        state_model = self._build_state_model()
+
+        def _instance_getter(_):
+            return state_model()
+
+        _instance_getter.__annotations__["return"] = state_model
+        return _instance_getter
+
     def __deepcopy__(self, memo):
         if id(self) in memo:
             return memo[id(self)]
@@ -247,7 +273,7 @@ def _set_output_types(self):
             output.add_types(return_types)
             output.set_selected()
 
-    def _get_output_by_method(self, method: Callable):
+    def get_output_by_method(self, method: Callable):
         # method is a callable and output.method is a string
         # we need to find the output that has the same method
         output = next((output for output in self.outputs if output.method == method.__name__), None)
@@ -268,7 +294,7 @@ def _method_is_valid_output(self, method: Callable):
         method_is_output = (
             hasattr(method, "__self__")
             and isinstance(method.__self__, Component)
-            and method.__self__._get_output_by_method(method)
+            and method.__self__.get_output_by_method(method)
         )
         return method_is_output
 
@@ -298,7 +324,7 @@ def _get_or_create_input(self, key):
     def _connect_to_component(self, key, value, _input):
         component = value.__self__
         self._components.append(component)
-        output = component._get_output_by_method(value)
+        output = component.get_output_by_method(value)
         self._add_edge(component, key, output, _input)
 
     def _add_edge(self, component, key, output, _input):
diff --git a/src/backend/base/langflow/graph/graph/base.py b/src/backend/base/langflow/graph/graph/base.py
index a47b11b998f5..9a93b60534ee 100644
--- a/src/backend/base/langflow/graph/graph/base.py
+++ b/src/backend/base/langflow/graph/graph/base.py
@@ -19,6 +19,7 @@
 from langflow.graph.graph.runnable_vertices_manager import RunnableVerticesManager
 from langflow.graph.graph.schema import GraphData, GraphDump, VertexBuildResult
 from langflow.graph.graph.state_manager import GraphStateManager
+from langflow.graph.graph.state_model import create_state_model_from_graph
 from langflow.graph.graph.utils import find_start_component_id, process_flow, sort_up_to_vertex
 from langflow.graph.schema import InterfaceComponentTypes, RunOutputs
 from langflow.graph.vertex.base import Vertex, VertexStates
@@ -62,6 +63,7 @@ def __init__(
             log_config = {"disable": False}
         configure(**log_config)
         self._start = start
+        self._state_model = None
         self._end = end
         self._prepared = False
         self._runs = 0
@@ -109,6 +111,12 @@ def __init__(
         if (start is not None and end is None) or (start is None and end is not None):
             raise ValueError("You must provide both input and output components")
 
+    @property
+    def state_model(self):
+        if not self._state_model:
+            self._state_model = create_state_model_from_graph(self)
+        return self._state_model
+
     def __add__(self, other):
         if not isinstance(other, Graph):
             raise TypeError("Can only add Graph objects")
diff --git a/src/backend/base/langflow/graph/graph/state_model.py b/src/backend/base/langflow/graph/graph/state_model.py
new file mode 100644
index 000000000000..e747f079a79f
--- /dev/null
+++ b/src/backend/base/langflow/graph/graph/state_model.py
@@ -0,0 +1,67 @@
+import re
+
+from langflow.graph.state.model import create_state_model
+from langflow.helpers.base_model import BaseModel
+
+
+def camel_to_snake(camel_str: str) -> str:
+    snake_str = re.sub(r"(?<!^)(?=[A-Z])", "_", camel_str).lower()
+    return snake_str
+
+
+def create_state_model_from_graph(graph: BaseModel) -> type[BaseModel]:
+    """
+    Create a Pydantic state model from a graph representation.
+
+    This function generates a Pydantic model that represents the state of an entire graph.
+    It creates getter methods for each vertex in the graph, allowing access to the state
+    of individual components within the graph structure.
+
+    Args:
+        graph (BaseModel): The graph object from which to create the state model.
+            This should be a Pydantic model representing the graph structure,
+            with a 'vertices' attribute containing all graph vertices.
+
+    Returns:
+        type[BaseModel]: A dynamically created Pydantic model class representing
+            the state of the entire graph. This model will have properties
+            corresponding to each vertex in the graph, with names converted from
+            the vertex IDs to snake case.
+
+    Raises:
+        ValueError: If any vertex in the graph does not have a properly initialized
+            component instance (i.e., if vertex._custom_component is None).
+
+    Notes:
+        - Each vertex in the graph must have a '_custom_component' attribute.
+        - The '_custom_component' must have a 'get_state_model_instance_getter' method.
+        - Vertex IDs are converted from camel case to snake case for the resulting model's field names.
+        - The resulting model uses the 'create_state_model' function with validation disabled.
+
+    Example:
+        >>> class Vertex(BaseModel):
+        ...     id: str
+        ...     _custom_component: Any
+        >>> class Graph(BaseModel):
+        ...     vertices: List[Vertex]
+        >>> # Assume proper setup of vertices and components
+        >>> graph = Graph(vertices=[...])
+        >>> GraphStateModel = create_state_model_from_graph(graph)
+        >>> graph_state = GraphStateModel()
+        >>> # Access component states, e.g.:
+        >>> print(graph_state.some_component_name)
+    """
+    for vertex in graph.vertices:
+        if hasattr(vertex, "_custom_component") and vertex._custom_component is None:
+            raise ValueError(f"Vertex {vertex.id} does not have a component instance.")
+
+    state_model_getters = [
+        vertex._custom_component.get_state_model_instance_getter()
+        for vertex in graph.vertices
+        if hasattr(vertex, "_custom_component") and hasattr(vertex._custom_component, "get_state_model_instance_getter")
+    ]
+    fields = {
+        camel_to_snake(vertex.id): state_model_getter
+        for vertex, state_model_getter in zip(graph.vertices, state_model_getters)
+    }
+    return create_state_model(model_name="GraphStateModel", validate=False, **fields)
diff --git a/src/backend/base/langflow/graph/state/__init__.py b/src/backend/base/langflow/graph/state/__init__.py
new file mode 100644
index 000000000000..e69de29bb2d1
diff --git a/src/backend/base/langflow/graph/state/model.py b/src/backend/base/langflow/graph/state/model.py
new file mode 100644
index 000000000000..a3bac48a89dc
--- /dev/null
+++ b/src/backend/base/langflow/graph/state/model.py
@@ -0,0 +1,237 @@
+from typing import Any, Callable, get_type_hints
+
+from pydantic import ConfigDict, computed_field, create_model
+from pydantic.fields import FieldInfo
+
+
+def __validate_method(method: Callable) -> None:
+    """
+    Validates a method by checking if it has the required attributes.
+
+    This function ensures that the given method belongs to a class with the necessary
+    structure for output handling. It checks for the presence of a __self__ attribute
+    on the method and a get_output_by_method attribute on the method's class.
+
+    Args:
+        method (Callable): The method to be validated.
+
+    Raises:
+        ValueError: If the method does not have a __self__ attribute or if the method's
+                    class does not have a get_output_by_method attribute.
+
+    Example:
+        >>> class ValidClass:
+        ...     def get_output_by_method(self):
+        ...         pass
+        ...     def valid_method(self):
+        ...         pass
+        >>> __validate_method(ValidClass().valid_method)  # This will pass
+        >>> __validate_method(lambda x: x)  # This will raise a ValueError
+    """
+    if not hasattr(method, "__self__"):
+        raise ValueError(f"Method {method} does not have a __self__ attribute.")
+    if not hasattr(method.__self__, "get_output_by_method"):
+        raise ValueError(f"Method's class {method.__self__} must have a get_output_by_method attribute.")
+
+
+def build_output_getter(method: Callable, validate: bool = True) -> Callable:
+    """
+    Builds an output getter function for a given method in a graph component.
+
+    This function creates a new callable that, when invoked, retrieves the output
+    of the specified method using the get_output_by_method of the method's class.
+    It's used in creating dynamic state models for graph components.
+
+    Args:
+        method (Callable): The method for which to build the output getter.
+        validate (bool, optional): Whether to validate the method before building
+                                   the getter. Defaults to True.
+
+    Returns:
+        Callable: The output getter function. When called, this function returns
+                  the value of the output associated with the original method.
+
+    Raises:
+        ValueError: If the method has no return type annotation or if validation fails.
+
+    Notes:
+        - The getter function returns UNDEFINED if the output has not been set.
+        - When validate is True, the method must belong to a class with a
+          'get_output_by_method' attribute.
+        - This function is typically used internally by create_state_model.
+
+    Example:
+        >>> class ChatComponent:
+        ...     def get_output_by_method(self, method):
+        ...         return type('Output', (), {'value': "Hello, World!"})()
+        ...     def get_message(self) -> str:
+        ...         pass
+        >>> component = ChatComponent()
+        >>> getter = build_output_getter(component.get_message)
+        >>> print(getter(None))  # This will print "Hello, World!"
+    """
+
+    def output_getter(_):
+        if validate:
+            __validate_method(method)
+        methods_class = method.__self__
+        output = methods_class.get_output_by_method(method)
+        return output.value
+
+    return_type = get_type_hints(method).get("return", None)
+
+    if return_type is None:
+        raise ValueError(f"Method {method.__name__} has no return type annotation.")
+    output_getter.__annotations__["return"] = return_type
+    return output_getter
+
+
+def build_output_setter(method: Callable, validate: bool = True) -> Callable:
+    """
+    Build an output setter function for a given method in a graph component.
+
+    This function creates a new callable that, when invoked, sets the output
+    of the specified method using the get_output_by_method of the method's class.
+    It's used in creating dynamic state models for graph components, allowing
+    for the modification of component states.
+
+    Args:
+        method (Callable): The method for which the output setter is being built.
+        validate (bool, optional): Flag indicating whether to validate the method
+                                   before building the setter. Defaults to True.
+
+    Returns:
+        Callable: The output setter function. When called with a value, this function
+                  sets the output associated with the original method to that value.
+
+    Raises:
+        ValueError: If validation fails when validate is True.
+
+    Notes:
+        - When validate is True, the method must belong to a class with a
+          'get_output_by_method' attribute.
+        - This function is typically used internally by create_state_model.
+        - The setter allows for dynamic updating of component states in a graph.
+
+    Example:
+        >>> class ChatComponent:
+        ...     def get_output_by_method(self, method):
+        ...         return type('Output', (), {'value': None})()
+        ...     def set_message(self):
+        ...         pass
+        >>> component = ChatComponent()
+        >>> setter = build_output_setter(component.set_message)
+        >>> setter(component, "New message")
+        >>> print(component.get_output_by_method(component.set_message).value)  # Prints "New message"
+    """
+
+    def output_setter(self, value):
+        if validate:
+            __validate_method(method)
+        methods_class = method.__self__
+        output = methods_class.get_output_by_method(method)
+        output.value = value
+
+    return output_setter
+
+
+def create_state_model(model_name: str = "State", validate: bool = True, **kwargs) -> type:
+    """
+    Create a dynamic Pydantic state model based on the provided keyword arguments.
+
+    This function generates a Pydantic model class with fields corresponding to the
+    provided keyword arguments. It can handle various types of field definitions,
+    including callable methods (which are converted to properties), FieldInfo objects,
+    and type-default value tuples.
+
+    Args:
+        model_name (str, optional): The name of the model. Defaults to "State".
+        validate (bool, optional): Whether to validate the methods when converting
+                                   them to properties. Defaults to True.
+        **kwargs: Keyword arguments representing the fields of the model. Each argument
+                  can be a callable method, a FieldInfo object, or a tuple of (type, default).
+
+    Returns:
+        type: The dynamically created Pydantic state model class.
+
+    Raises:
+        ValueError: If the provided field value is invalid or cannot be processed.
+
+    Examples:
+        >>> from langflow.components.inputs import ChatInput
+        >>> from langflow.components.outputs.ChatOutput import ChatOutput
+        >>> from pydantic import Field
+        >>>
+        >>> chat_input = ChatInput()
+        >>> chat_output = ChatOutput()
+        >>>
+        >>> # Create a model with a method from a component
+        >>> StateModel = create_state_model(method_one=chat_input.message_response)
+        >>> state = StateModel()
+        >>> assert state.method_one is UNDEFINED
+        >>> chat_input.set_output_value("message", "test")
+        >>> assert state.method_one == "test"
+        >>>
+        >>> # Create a model with multiple components and a Pydantic Field
+        >>> NewStateModel = create_state_model(
+        ...     model_name="NewStateModel",
+        ...     first_method=chat_input.message_response,
+        ...     second_method=chat_output.message_response,
+        ...     my_attribute=Field(None)
+        ... )
+        >>> new_state = NewStateModel()
+        >>> new_state.first_method = "test"
+        >>> new_state.my_attribute = 123
+        >>> assert new_state.first_method == "test"
+        >>> assert new_state.my_attribute == 123
+        >>>
+        >>> # Create a model with tuple-based field definitions
+        >>> TupleStateModel = create_state_model(field_one=(str, "default"), field_two=(int, 123))
+        >>> tuple_state = TupleStateModel()
+        >>> assert tuple_state.field_one == "default"
+        >>> assert tuple_state.field_two == 123
+
+    Notes:
+        - The function handles empty keyword arguments gracefully.
+        - For tuple-based field definitions, the first element must be a valid Python type.
+        - Unsupported value types in keyword arguments will raise a ValueError.
+        - Callable methods must have proper return type annotations and belong to a class
+          with a 'get_output_by_method' attribute when validate is True.
+    """
+    fields = {}
+
+    for name, value in kwargs.items():
+        # Extract the return type from the method's type annotations
+        if callable(value):
+            # Define the field with the return type
+            try:
+                __validate_method(value)
+                getter = build_output_getter(value, validate)
+                setter = build_output_setter(value, validate)
+                property_method = property(getter, setter)
+            except ValueError as e:
+                # If the method is not valid,assume it is already a getter
+                if "get_output_by_method" not in str(e) and "__self__" not in str(e) or validate:
+                    raise e
+                property_method = value
+            fields[name] = computed_field(property_method)
+        elif isinstance(value, FieldInfo):
+            field_tuple = (value.annotation or Any, value)
+            fields[name] = field_tuple
+        elif isinstance(value, tuple) and len(value) == 2:
+            # Fields are defined by one of the following tuple forms:
+
+            # (<type>, <default value>)
+            # (<type>, Field(...))
+            # typing.Annotated[<type>, Field(...)]
+            if not isinstance(value[0], type):
+                raise ValueError(f"Invalid type for field {name}: {type(value[0])}")
+            fields[name] = (value[0], value[1])
+        else:
+            raise ValueError(f"Invalid value type {type(value)} for field {name}")
+
+    # Create the model dynamically
+    config_dict = ConfigDict(arbitrary_types_allowed=True, validate_assignment=True)
+    model = create_model(model_name, __config__=config_dict, **fields)
+
+    return model
diff --git a/src/backend/tests/unit/graph/graph/state/test_state_model.py b/src/backend/tests/unit/graph/graph/state/test_state_model.py
new file mode 100644
index 000000000000..c7b78842aa28
--- /dev/null
+++ b/src/backend/tests/unit/graph/graph/state/test_state_model.py
@@ -0,0 +1,139 @@
+import pytest
+from pydantic import Field
+
+from langflow.components.inputs import ChatInput
+from langflow.components.outputs.ChatOutput import ChatOutput
+from langflow.graph.graph.base import Graph
+from langflow.graph.graph.constants import Finish
+from langflow.graph.state.model import create_state_model
+from langflow.template.field.base import UNDEFINED
+
+
+@pytest.fixture
+def client():
+    pass
+
+
+@pytest.fixture
+def chat_input_component():
+    return ChatInput()
+
+
+@pytest.fixture
+def chat_output_component():
+    return ChatOutput()
+
+
+class TestCreateStateModel:
+    # Successfully create a model with valid method return type annotations
+
+    def test_create_model_with_valid_return_type_annotations(self, chat_input_component):
+        StateModel = create_state_model(method_one=chat_input_component.message_response)
+
+        state_instance = StateModel()
+        assert state_instance.method_one is UNDEFINED
+        chat_input_component.set_output_value("message", "test")
+        assert state_instance.method_one == "test"
+
+    def test_create_model_and_assign_values_fails(self, chat_input_component):
+        StateModel = create_state_model(method_one=chat_input_component.message_response)
+
+        state_instance = StateModel()
+        state_instance.method_one = "test"
+        assert state_instance.method_one == "test"
+
+    def test_create_with_multiple_components(self, chat_input_component, chat_output_component):
+        NewStateModel = create_state_model(
+            model_name="NewStateModel",
+            first_method=chat_input_component.message_response,
+            second_method=chat_output_component.message_response,
+        )
+        state_instance = NewStateModel()
+        assert state_instance.first_method is UNDEFINED
+        assert state_instance.second_method is UNDEFINED
+        state_instance.first_method = "test"
+        state_instance.second_method = 123
+        assert state_instance.first_method == "test"
+        assert state_instance.second_method == 123
+
+    def test_create_with_pydantic_field(self, chat_input_component):
+        StateModel = create_state_model(method_one=chat_input_component.message_response, my_attribute=Field(None))
+
+        state_instance = StateModel()
+        state_instance.method_one = "test"
+        state_instance.my_attribute = "test"
+        assert state_instance.method_one == "test"
+        assert state_instance.my_attribute == "test"
+        # my_attribute should be of type Any
+        state_instance.my_attribute = 123
+        assert state_instance.my_attribute == 123
+
+    # Creates a model with fields based on provided keyword arguments
+    def test_create_model_with_fields_from_kwargs(self):
+        StateModel = create_state_model(field_one=(str, "default"), field_two=(int, 123))
+        state_instance = StateModel()
+        assert state_instance.field_one == "default"
+        assert state_instance.field_two == 123
+
+    # Raises ValueError for invalid field type in tuple-based definitions
+    def test_raise_valueerror_for_invalid_field_type_in_tuple(self):
+        with pytest.raises(ValueError, match="Invalid type for field invalid_field"):
+            create_state_model(invalid_field=("not_a_type", "default"))
+
+    # Raises ValueError for unsupported value types in keyword arguments
+    def test_raise_valueerror_for_unsupported_value_types(self):
+        with pytest.raises(ValueError, match="Invalid value type <class 'int'> for field invalid_field"):
+            create_state_model(invalid_field=123)
+
+    # Handles empty keyword arguments gracefully
+    def test_handle_empty_kwargs_gracefully(self):
+        StateModel = create_state_model()
+        state_instance = StateModel()
+        assert state_instance is not None
+
+    # Ensures model name defaults to "State" if not provided
+    def test_default_model_name_to_state(self):
+        StateModel = create_state_model()
+        assert StateModel.__name__ == "State"
+        OtherNameModel = create_state_model(model_name="OtherName")
+        assert OtherNameModel.__name__ == "OtherName"
+
+    # Validates that callable values are properly type-annotated
+
+    def test_create_model_with_invalid_callable(self):
+        class MockComponent:
+            def method_one(self) -> str:
+                return "test"
+
+            def method_two(self) -> int:
+                return 123
+
+        mock_component = MockComponent()
+        with pytest.raises(ValueError, match="get_output_by_method"):
+            create_state_model(method_one=mock_component.method_one, method_two=mock_component.method_two)
+
+    def test_graph_functional_start_state_update(self):
+        chat_input = ChatInput(_id="chat_input")
+        chat_output = ChatOutput(input_value="test", _id="chat_output")
+        chat_output.set(sender_name=chat_input.message_response)
+        ChatStateModel = create_state_model(model_name="ChatState", message=chat_output.message_response)
+        chat_state_model = ChatStateModel()
+        assert chat_state_model.__class__.__name__ == "ChatState"
+        assert chat_state_model.message is UNDEFINED
+
+        graph = Graph(chat_input, chat_output)
+        graph.prepare()
+        # Now iterate through the graph
+        # and check that the graph is running
+        # correctly
+        ids = ["chat_input", "chat_output"]
+        results = []
+        for result in graph.start():
+            results.append(result)
+
+        assert len(results) == 3
+        assert all(result.vertex.id in ids for result in results if hasattr(result, "vertex"))
+        assert results[-1] == Finish()
+
+        assert chat_state_model.__class__.__name__ == "ChatState"
+        assert chat_state_model.message.get_text() == "test"
diff --git a/src/backend/tests/unit/graph/graph/test_graph_state_model.py b/src/backend/tests/unit/graph/graph/test_graph_state_model.py
new file mode 100644
index 000000000000..e7555596bc33
--- /dev/null
+++ b/src/backend/tests/unit/graph/graph/test_graph_state_model.py
@@ -0,0 +1,173 @@
+import pytest
+from pydantic import BaseModel
+
+from langflow.components.helpers.Memory import MemoryComponent
+from langflow.components.inputs.ChatInput import ChatInput
+from langflow.components.models.OpenAIModel import OpenAIModelComponent
+from langflow.components.outputs.ChatOutput import ChatOutput
+from langflow.components.prompts.Prompt import PromptComponent
+from langflow.graph import Graph
+from langflow.graph.graph.constants import Finish
+from langflow.graph.graph.state_model import create_state_model_from_graph
+
+
+@pytest.fixture
+def client():
+    pass
+
+
+def test_graph_state_model():
+    session_id = "test_session_id"
+    template = """{context}
+
+User: {user_message}
+AI: """
+    memory_component = MemoryComponent(_id="chat_memory")
+    memory_component.set(session_id=session_id)
+    chat_input = ChatInput(_id="chat_input")
+    prompt_component = PromptComponent(_id="prompt")
+    prompt_component.set(
+        template=template, user_message=chat_input.message_response, context=memory_component.retrieve_messages_as_text
+    )
+    openai_component = OpenAIModelComponent(_id="openai")
+    openai_component.set(
+        input_value=prompt_component.build_prompt, max_tokens=100, temperature=0.1, api_key="test_api_key"
+    )
+    openai_component.get_output("text_output").value = "Mock response"
+
+    chat_output = ChatOutput(_id="chat_output")
+    chat_output.set(input_value=openai_component.text_response)
+
+    graph = Graph(chat_input, chat_output)
+
+    GraphStateModel = create_state_model_from_graph(graph)
+    assert GraphStateModel.__name__ == "GraphStateModel"
+    assert list(GraphStateModel.model_computed_fields.keys()) == [
+        "chat_input",
+        "chat_output",
+        "openai",
+        "prompt",
+        "chat_memory",
+    ]
+
+
+def test_graph_functional_start_graph_state_update():
+    chat_input = ChatInput(_id="chat_input")
+    chat_input.set(input_value="Test Sender Name")
+    chat_output = ChatOutput(input_value="test", _id="chat_output")
+    chat_output.set(sender_name=chat_input.message_response)
+
+    graph = Graph(chat_input, chat_output)
+    graph.prepare()
+    # Now iterate through the graph
+    # and check that the graph is running
+    # correctly
+    GraphStateModel = create_state_model_from_graph(graph)
+    graph_state_model = GraphStateModel()
+    ids = ["chat_input", "chat_output"]
+    results = []
+    for result in graph.start():
+        results.append(result)
+
+    assert len(results) == 3
+    assert all(result.vertex.id in ids for result in results if hasattr(result, "vertex"))
+    assert results[-1] == Finish()
+
+    assert graph_state_model.__class__.__name__ == "GraphStateModel"
+    assert graph_state_model.chat_input.message.get_text() == "Test Sender Name"
+    assert graph_state_model.chat_output.message.get_text() == "test"
+
+
+def test_graph_state_model_serialization():
+    chat_input = ChatInput(_id="chat_input")
+    chat_input.set(input_value="Test Sender Name")
+    chat_output = ChatOutput(input_value="test", _id="chat_output")
+    chat_output.set(sender_name=chat_input.message_response)
+
+    graph = Graph(chat_input, chat_output)
+    graph.prepare()
+    # Now iterate through the graph
+    # and check that the graph is running
+    # correctly
+    GraphStateModel = create_state_model_from_graph(graph)
+    graph_state_model = GraphStateModel()
+    ids = ["chat_input", "chat_output"]
+    results = []
+    for result in graph.start():
+        results.append(result)
+
+    assert len(results) == 3
+    assert all(result.vertex.id in ids for result in results if hasattr(result, "vertex"))
+    assert results[-1] == Finish()
+
+    assert graph_state_model.__class__.__name__ == "GraphStateModel"
+    assert graph_state_model.chat_input.message.get_text() == "Test Sender Name"
+    assert graph_state_model.chat_output.message.get_text() == "test"
+
+    serialized_state_model = graph_state_model.model_dump()
+    assert serialized_state_model["chat_input"]["message"]["text"] == "Test Sender Name"
+
+
+def test_graph_state_model_json_schema():
+    chat_input = ChatInput(_id="chat_input")
+    chat_input.set(input_value="Test Sender Name")
+    chat_output = ChatOutput(input_value="test", _id="chat_output")
+    chat_output.set(sender_name=chat_input.message_response)
+
+    graph = Graph(chat_input, chat_output)
+    graph.prepare()
+
+    GraphStateModel = create_state_model_from_graph(graph)
+    graph_state_model: BaseModel = GraphStateModel()
+    json_schema = graph_state_model.model_json_schema(mode="serialization")
+
+    # Test main schema structure
+    assert json_schema["title"] == "GraphStateModel"
+    assert json_schema["type"] == "object"
+    assert set(json_schema["required"]) == {"chat_input", "chat_output"}
+
+    # Test chat_input and chat_output properties
+    for prop in ["chat_input", "chat_output"]:
+        assert prop in json_schema["properties"]
+        assert json_schema["properties"][prop]["allOf"][0]["$ref"].startswith("#/$defs/")
+        assert json_schema["properties"][prop]["readOnly"] is True
+
+    # Test $defs
+    assert set(json_schema["$defs"].keys()) == {"ChatInputStateModel", "ChatOutputStateModel", "Image", "Message"}
+
+    # Test ChatInputStateModel and ChatOutputStateModel
+    for model in ["ChatInputStateModel", "ChatOutputStateModel"]:
+        assert json_schema["$defs"][model]["type"] == "object"
+        assert json_schema["$defs"][model]["title"] == model
+        assert "message" in json_schema["$defs"][model]["properties"]
+        assert json_schema["$defs"][model]["properties"]["message"]["allOf"][0]["$ref"] == "#/$defs/Message"
+        assert json_schema["$defs"][model]["properties"]["message"]["readOnly"] is True
+        assert json_schema["$defs"][model]["required"] == ["message"]
+
+    # Test Message model
+    message_props = json_schema["$defs"]["Message"]["properties"]
+    assert set(message_props.keys()) == {
+        "text_key",
+        "data",
+        "default_value",
+        "text",
+        "sender",
+        "sender_name",
+        "files",
+        "session_id",
+        "timestamp",
+        "flow_id",
+    }
+    assert message_props["text_key"]["type"] == "string"
+    assert message_props["data"]["type"] == "object"
+    assert "anyOf" in message_props["default_value"]
+    assert "anyOf" in message_props["files"]
+    assert message_props["timestamp"]["type"] == "string"
+
+    # Test Image model
+    image_props = json_schema["$defs"]["Image"]["properties"]
+    assert set(image_props.keys()) == {"path", "url"}
+    for prop in ["path", "url"]:
+        assert "anyOf" in image_props[prop]
+        assert {"type": "string"} in image_props[prop]["anyOf"]
+        assert {"type": "null"} in image_props[prop]["anyOf"]

From 70d847e74a46c55f5adf7537c17443c218ea5493 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Mon, 12 Aug 2024 22:00:39 -0300
Subject: [PATCH 34/38] chore: Add step to diff poetry.lock in py_autofix
 workflow. (#3299)

---
 .github/workflows/py_autofix.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/py_autofix.yml b/.github/workflows/py_autofix.yml
index fb08cc30bd28..eabed5afbf4d 100644
--- a/.github/workflows/py_autofix.yml
+++ b/.github/workflows/py_autofix.yml
@@ -5,7 +5,6 @@ on:
       - "poetry.lock"
       - "pyproject.toml"
       - "src/backend/**"
-      - "tests/**"
 env:
   POETRY_VERSION: "1.8.2"
 
@@ -41,3 +40,5 @@ jobs:
         run: |
           make lock
       - uses: autofix-ci/action@dd55f44df8f7cdb7a6bf74c78677eb8acd40cd0a
+      - name: Diff poetry.lock
+        uses: nborrmann/diff-poetry-lock@main

From 4e6b7398b2d437f2c7f296be34a259a8327693ac Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Tue, 13 Aug 2024 04:57:13 -0300
Subject: [PATCH 35/38] ci: Add condition to execute CI workflow for release
 package. (#3298)

---
 .github/workflows/release.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 57b5e3ed9c22..383eaa88764f 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -36,6 +36,7 @@ env:
 
 jobs:
   ci:
+    if: ${{ github.event.inputs.release_package_base == true || github.event.inputs.release_package_main == true }}
     name: CI
     uses: ./.github/workflows/ci.yml
 

From 46f705461e0bfc67ebe728aad814cfc1644aa23d Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Date: Tue, 13 Aug 2024 08:16:40 -0300
Subject: [PATCH 36/38] chore: update lock files with new versions (#3300)

* chore: update lock files with new versions

* build(uvicorn): Update uvicorn to v0.30.6 and its hash values.
---
 poetry.lock                  | 2770 +++++++++++++++++-----------------
 src/backend/base/poetry.lock | 1215 +++++++--------
 2 files changed, 1952 insertions(+), 2033 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8cd378366e1b..9900e3782cdd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -24,91 +24,103 @@ files = [
 ]
 
 [[package]]
-name = "aiohttp"
-version = "3.9.5"
-description = "Async http client/server framework (asyncio)"
+name = "aiohappyeyeballs"
+version = "2.3.5"
+description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "aiohttp-3.10.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:ba562736d3fbfe9241dad46c1a8994478d4a0e50796d80e29d50cabe8fbfcc3f"},
+    {file = "aiohttp-3.10.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:f25d6c4e82d7489be84f2b1c8212fafc021b3731abdb61a563c90e37cced3a21"},
+    {file = "aiohttp-3.10.3-cp39-cp39-win32.whl", hash = "sha256:b69d832e5f5fa15b1b6b2c8eb6a9fd2c0ec1fd7729cb4322ed27771afc9fc2ac"},
+    {file = "aiohttp-3.10.3-cp39-cp39-win_amd64.whl", hash = "sha256:673bb6e3249dc8825df1105f6ef74e2eab779b7ff78e96c15cadb78b04a83752"},
+    {file = "aiohttp-3.10.3.tar.gz", hash = "sha256:21650e7032cc2d31fc23d353d7123e771354f2a3d5b05a5647fc30fea214e696"},
+]
+
+[package.dependencies]
+aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
 async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
@@ -117,7 +129,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiolimiter"
@@ -190,13 +202,13 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.32.0"
+version = "0.33.1"
 description = "The official Python library for the anthropic API"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "anthropic-0.32.0-py3-none-any.whl", hash = "sha256:302c7c652b05a26c418f70697b585d7b47daac36210d097a0daa45ecda89f258"},
-    {file = "anthropic-0.32.0.tar.gz", hash = "sha256:1027bddeb7c3cbcb5e16d5e3b4d4a8d17b6258ca2fb4298bf91cc69adb148452"},
+    {file = "anthropic-0.33.1-py3-none-any.whl", hash = "sha256:f9be363e5fd18cf0fa18d909d9907dcb27e2d434c696f7a4854b809c597d6f02"},
+    {file = "anthropic-0.33.1.tar.gz", hash = "sha256:fc87290521a491db1a8bdb4041cbf4a0b326b6b452309846dbfa07d08c42c401"},
 ]
 
 [package.dependencies]
@@ -296,13 +308,13 @@ extras = ["pyaudio (>=0.2.13)"]
 
 [[package]]
 name = "astra-assistants"
-version = "2.0.17"
+version = "2.0.23"
 description = "Astra Assistants API - drop in replacement for OpenAI Assistants, powered by AstraDB"
 optional = false
 python-versions = "<4.0,>=3.10"
 files = [
-    {file = "astra_assistants-2.0.17-py3-none-any.whl", hash = "sha256:42762bfcc08421e3e12f0a790db23f0da04fc6900dacf6a9f90cc35613178f43"},
-    {file = "astra_assistants-2.0.17.tar.gz", hash = "sha256:10fe13c5dd71848dfcf567efd692e47ac268e1eab9f564db027ecb1fa10cd855"},
+    {file = "astra_assistants-2.0.23-py3-none-any.whl", hash = "sha256:3da5ad550d01e2cd68c38e3f1b03b04c9fe854b28f77eddd45832f1205c49246"},
+    {file = "astra_assistants-2.0.23.tar.gz", hash = "sha256:ef030a5fb73f1b049d6eadc11d21f4dba207bfb150a594023324b1b3e7d76b36"},
 ]
 
 [package.dependencies]
@@ -315,20 +327,20 @@ python-dotenv = ">=1.0.1,<2.0.0"
 
 [[package]]
 name = "astrapy"
-version = "1.4.0"
+version = "1.4.1"
 description = "AstraPy is a Pythonic SDK for DataStax Astra and its Data API"
 optional = false
 python-versions = "<4.0.0,>=3.8.0"
 files = [
-    {file = "astrapy-1.4.0-py3-none-any.whl", hash = "sha256:6decf0619daf3fe1daca61a18b897fe51d8a64d52dd4a9d1261aa8dd31c4667e"},
-    {file = "astrapy-1.4.0.tar.gz", hash = "sha256:336292bc43bacb356877639e456a056165f3240a0caf861630daa73587819db8"},
+    {file = "astrapy-1.4.1-py3-none-any.whl", hash = "sha256:f2f6ca3a19cfab9422f306b3941401079fb940e286f3d17c776b71ff76eb9f73"},
+    {file = "astrapy-1.4.1.tar.gz", hash = "sha256:ea4ed0ec44f9d7281d034c9bd829b0db844438424d492c9c27136456d1a82719"},
 ]
 
 [package.dependencies]
-bson = ">=0.5.10,<0.6.0"
 cassio = ">=0.1.4,<0.2.0"
 deprecation = ">=2.1.0,<2.2.0"
 httpx = {version = ">=0.25.2,<1", extras = ["http2"]}
+pymongo = ">=3"
 toml = ">=0.10.2,<0.11.0"
 uuid6 = ">=2024.1.12,<2024.2.0"
 
@@ -377,22 +389,22 @@ anyio = ">=3.4.0,<5.0"
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
-    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "authlib"
@@ -436,13 +448,13 @@ testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-ch
 
 [[package]]
 name = "bce-python-sdk"
-version = "0.9.17"
+version = "0.9.19"
 description = "BCE SDK for python"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,<4,>=2.7"
 files = [
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-    {file = "bce_python_sdk-0.9.17.tar.gz", hash = "sha256:aaece4c590b859ad6bc2d6a04b4a01308ac781ef1d539116b299ec50d62e1ca1"},
+    {file = "bce_python_sdk-0.9.19-py3-none-any.whl", hash = "sha256:99f573ada57e0853873ed792ff383f44636f7c8996273af048f97801fd404386"},
+    {file = "bce_python_sdk-0.9.19.tar.gz", hash = "sha256:b578f5ca545eee7daadad8c62d53ac8e341d5d2378089ce366e39037e8c1da04"},
 ]
 
 [package.dependencies]
@@ -529,17 +541,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.34.150"
+version = "1.34.159"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.150-py3-none-any.whl", hash = "sha256:ad648c89a4935590a69341e5430fc42a021489a22de171ee3fd7bb204f9ef0fa"},
-    {file = "boto3-1.34.150.tar.gz", hash = "sha256:894b222f7850b870a7ac63d7e378ac36c5c34375da24ddc30e131d9fafe369dc"},
+    {file = "boto3-1.34.159-py3-none-any.whl", hash = "sha256:21120d23cc37c0e80dc4f64434bc5664d2a5645dcd9bf8a8fa97ed5c82164ca0"},
+    {file = "boto3-1.34.159.tar.gz", hash = "sha256:ffe7bbb88ba81b5d54bc8fa0cfb2f3b7fe63a6cffa0f9207df2ef5c22a1c0587"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.150,<1.35.0"
+botocore = ">=1.34.159,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -548,13 +560,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.150"
+version = "1.34.159"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.150-py3-none-any.whl", hash = "sha256:b988d47f4d502df85befce11a48002421e4e6ea4289997b5e0261bac5fa76ce6"},
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+    {file = "botocore-1.34.159-py3-none-any.whl", hash = "sha256:7633062491457419a49f5860c014251ae85689f78266a3ce020c2c8688a76b97"},
+    {file = "botocore-1.34.159.tar.gz", hash = "sha256:dc28806eb21e3c8d690c422530dff8b4b242ac033cbe98f160a9d37796c09cb1"},
 ]
 
 [package.dependencies]
@@ -563,7 +575,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.20.11)"]
+crt = ["awscrt (==0.21.2)"]
 
 [[package]]
 name = "brotli"
@@ -657,20 +669,6 @@ files = [
     {file = "Brotli-1.1.0.tar.gz", hash = "sha256:81de08ac11bcb85841e440c13611c00b67d3bf82698314928d0b676362546724"},
 ]
 
-[[package]]
-name = "bson"
-version = "0.5.10"
-description = "BSON codec for Python"
-optional = false
-python-versions = "*"
-files = [
-    {file = "bson-0.5.10.tar.gz", hash = "sha256:d6511b2ab051139a9123c184de1a04227262173ad593429d21e443d6462d6590"},
-]
-
-[package.dependencies]
-python-dateutil = ">=2.4.0"
-six = ">=1.9.0"
-
 [[package]]
 name = "build"
 version = "1.2.1"
@@ -840,63 +838,78 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "1.16.0"
+version = "1.17.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 files = [
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@@ -1320,13 +1334,13 @@ test = ["pytest"]
 
 [[package]]
 name = "composio-core"
-version = "0.3.28"
+version = "0.3.30"
 description = "Core package to act as a bridge between composio platform and other services."
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 python-versions = "<4,>=3.9"
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 [package.dependencies]
@@ -1354,17 +1368,17 @@ all = ["diskcache", "flake8", "networkx", "pathspec", "pygments", "ruff", "trans
 
 [[package]]
 name = "composio-langchain"
-version = "0.3.28"
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 langchain = ">=0.1.0"
 langchain-openai = ">=0.0.2.post1"
 langchainhub = ">=0.1.15"
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 [[package]]
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 [[package]]
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 [package.dependencies]
@@ -2085,7 +2119,7 @@ certifi = "*"
 urllib3 = ">=1.26.2,<3"
 
 [package.extras]
-develop = ["aiohttp", "furo", "httpx", "mock", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
+develop = ["aiohttp", "furo", "httpx", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
 
 [[package]]
 name = "elasticsearch"
@@ -2124,13 +2158,13 @@ idna = ">=2.0.0"
 
 [[package]]
 name = "embedchain"
-version = "0.1.118"
+version = "0.1.120"
 description = "Simplest open source retrieval (RAG) framework"
 optional = false
 python-versions = "<=3.13,>=3.9"
 files = [
-    {file = "embedchain-0.1.118-py3-none-any.whl", hash = "sha256:38ead471df9d9234bf42e6f7a32cab26431d50d6f2f894f18a6cabc0b02bf31a"},
-    {file = "embedchain-0.1.118.tar.gz", hash = "sha256:1fa1e799882a1dc4e63af344595b043f1c1f30fbd59461b6660b1934b85a1e4b"},
+    {file = "embedchain-0.1.120-py3-none-any.whl", hash = "sha256:9eaa946f8a7b394080c56067849d7852a78361dd5e7b099ebf42989c07a1814d"},
+    {file = "embedchain-0.1.120.tar.gz", hash = "sha256:6061c261a054d677e5b9c4062146d45e04e8572c67152120913d61aee4c22ae3"},
 ]
 
 [package.dependencies]
@@ -2144,7 +2178,7 @@ langchain = ">0.2,<=0.3"
 langchain-cohere = ">=0.1.4,<0.2.0"
 langchain-community = ">=0.2.6,<0.3.0"
 langchain-openai = ">=0.1.7,<0.2.0"
-mem0ai = ">=0.0.5,<0.0.6"
+mem0ai = ">=0.0.9,<0.0.10"
 openai = ">=1.1.1"
 posthog = ">=3.0.2,<4.0.0"
 pypdf = ">=4.0.1,<5.0.0"
@@ -2156,6 +2190,7 @@ sqlalchemy = ">=2.0.27,<3.0.0"
 tiktoken = ">=0.7.0,<0.8.0"
 
 [package.extras]
+aws = ["langchain-aws (>=0.1.10,<0.2.0)"]
 elasticsearch = ["elasticsearch (>=8.9.0,<9.0.0)"]
 gmail = ["google-api-core (>=2.15.0,<3.0.0)", "google-api-python-client (>=2.111.0,<3.0.0)", "google-auth (>=2.25.2,<3.0.0)", "google-auth-httplib2 (>=0.2.0,<0.3.0)", "google-auth-oauthlib (>=1.2.0,<2.0.0)", "requests (>=2.31.0,<3.0.0)"]
 google = ["google-generativeai (>=0.3.0,<0.4.0)"]
@@ -2211,20 +2246,6 @@ django = ["dj-database-url", "dj-email-url", "django-cache-url"]
 lint = ["flake8 (==4.0.1)", "flake8-bugbear (==21.9.2)", "mypy (==0.910)", "pre-commit (>=2.4,<3.0)"]
 tests = ["dj-database-url", "dj-email-url", "django-cache-url", "pytest"]
 
-[[package]]
-name = "eval-type-backport"
-version = "0.2.0"
-description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "eval_type_backport-0.2.0-py3-none-any.whl", hash = "sha256:ac2f73d30d40c5a30a80b8739a789d6bb5e49fdffa66d7912667e2015d9c9933"},
-    {file = "eval_type_backport-0.2.0.tar.gz", hash = "sha256:68796cfbc7371ebf923f03bdf7bef415f3ec098aeced24e054b253a0e78f7b37"},
-]
-
-[package.extras]
-tests = ["pytest"]
-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -2344,20 +2365,21 @@ all = ["email_validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "fastapi-cli"
-version = "0.0.4"
+version = "0.0.5"
 description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fastapi_cli-0.0.4-py3-none-any.whl", hash = "sha256:a2552f3a7ae64058cdbb530be6fa6dbfc975dc165e4fa66d224c3d396e25e809"},
-    {file = "fastapi_cli-0.0.4.tar.gz", hash = "sha256:e2e9ffaffc1f7767f488d6da34b6f5a377751c996f397902eb6abb99a67bde32"},
+    {file = "fastapi_cli-0.0.5-py3-none-any.whl", hash = "sha256:e94d847524648c748a5350673546bbf9bcaeb086b33c24f2e82e021436866a46"},
+    {file = "fastapi_cli-0.0.5.tar.gz", hash = "sha256:d30e1239c6f46fcb95e606f02cdda59a1e2fa778a54b64686b3ff27f6211ff9f"},
 ]
 
 [package.dependencies]
 typer = ">=0.12.3"
+uvicorn = {version = ">=0.15.0", extras = ["standard"]}
 
 [package.extras]
-standard = ["fastapi", "uvicorn[standard] (>=0.15.0)"]
+standard = ["uvicorn[standard] (>=0.15.0)"]
 
 [[package]]
 name = "fastavro"
@@ -2448,13 +2470,13 @@ requests = "*"
 
 [[package]]
 name = "flaml"
-version = "2.1.2"
+version = "2.2.0"
 description = "A fast library for automated machine learning and tuning"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "FLAML-2.1.2-py3-none-any.whl", hash = "sha256:42b0b75623ec93c4d4afcb6f3ce0d820d2ace5b7146b103bd851641dcde4a8cd"},
-    {file = "FLAML-2.1.2.tar.gz", hash = "sha256:33102862a21c63d004f78e1349ccd55753e3534bfcdcb6e65a08562c14d69e44"},
+    {file = "FLAML-2.2.0-py3-none-any.whl", hash = "sha256:eb7429801879f66901ec13892ea21a914e3a5a094151b621a924e554637ec4a4"},
+    {file = "flaml-2.2.0.tar.gz", hash = "sha256:edf6bc2b5dda66e035d26048e8e181af8f5a827feffa138e67e712989c939359"},
 ]
 
 [package.dependencies]
@@ -2462,12 +2484,12 @@ NumPy = ">=1.17"
 
 [package.extras]
 autogen = ["diskcache", "openai (==0.27.8)", "termcolor"]
-automl = ["lightgbm (>=2.3.1)", "pandas (>=1.1.4)", "scikit-learn (>=0.24)", "scipy (>=1.4.1)", "xgboost (>=0.90)"]
+automl = ["lightgbm (>=2.3.1)", "pandas (>=1.1.4)", "scikit-learn (>=1.0.0)", "scipy (>=1.4.1)", "xgboost (>=0.90,<3.0.0)"]
 autozero = ["packaging", "pandas", "scikit-learn"]
 azureml = ["azureml-mlflow"]
 benchmark = ["catboost (>=0.26)", "pandas (==1.1.4)", "psutil (==5.8.0)", "xgboost (==1.3.3)"]
-blendsearch = ["optuna (==2.8.0)", "packaging"]
-catboost = ["catboost (>=0.26)"]
+blendsearch = ["optuna (>=2.8.0,<=3.6.1)", "packaging"]
+catboost = ["catboost (>=0.26,<1.2)", "catboost (>=0.26,<=1.2.5)"]
 forecast = ["hcrystalball (==0.1.10)", "holidays (<0.14)", "prophet (>=1.0.1)", "pytorch-forecasting (>=0.9.0)", "pytorch-lightning (==1.9.0)", "statsmodels (>=0.12.2)", "tensorboardX (==2.6)"]
 hf = ["datasets", "nltk", "rouge-score", "seqeval", "transformers[torch] (==4.26)"]
 mathchat = ["diskcache", "openai (==0.27.8)", "pydantic (==1.10.9)", "sympy", "termcolor", "wolframalpha"]
@@ -2477,9 +2499,9 @@ notebook = ["jupyter"]
 openai = ["diskcache", "openai (==0.27.8)"]
 ray = ["ray[tune] (>=1.13,<2.0)"]
 retrievechat = ["chromadb", "diskcache", "openai (==0.27.8)", "sentence-transformers", "termcolor", "tiktoken"]
-spark = ["joblibspark (>=0.5.0)", "pyspark (>=3.2.0)"]
-synapse = ["joblibspark (>=0.5.0)", "optuna (==2.8.0)", "pyspark (>=3.2.0)"]
-test = ["catboost (>=0.26,<1.2)", "coverage (>=5.3)", "dataclasses", "datasets", "hcrystalball (==0.1.10)", "ipykernel", "joblibspark (>=0.5.0)", "lightgbm (>=2.3.1)", "mlflow", "nbconvert", "nbformat", "nltk", "openml", "optuna (==2.8.0)", "packaging", "pandas (>=1.1.4)", "pre-commit", "psutil (==5.8.0)", "pydantic (==1.10.9)", "pyspark (>=3.2.0)", "pytest (>=6.1.1)", "pytorch-forecasting (>=0.9.0,<=0.10.1)", "pytorch-lightning (<1.9.1)", "requests (<2.29.0)", "rgf-python", "rouge-score", "scikit-learn (>=0.24)", "scipy (>=1.4.1)", "seqeval", "statsmodels (>=0.12.2)", "sympy", "tensorboardX (==2.6)", "thop", "torch", "torchvision", "transformers[torch] (==4.26)", "wolframalpha", "xgboost (>=0.90)"]
+spark = ["joblib (<=1.3.2)", "joblibspark (>=0.5.0)", "pyspark (>=3.2.0)"]
+synapse = ["joblibspark (>=0.5.0)", "optuna (>=2.8.0,<=3.6.1)", "pyspark (>=3.2.0)"]
+test = ["catboost (>=0.26)", "catboost (>=0.26,<1.2)", "coverage (>=5.3)", "dataclasses", "datasets", "hcrystalball (==0.1.10)", "ipykernel", "joblib (<=1.3.2)", "joblibspark (>=0.5.0)", "jupyter", "lightgbm (>=2.3.1)", "mlflow", "nbconvert", "nbformat", "nltk", "openml", "optuna (>=2.8.0,<=3.6.1)", "packaging", "pandas (>=1.1.4)", "pre-commit", "psutil (==5.8.0)", "pydantic (==1.10.9)", "pyspark (>=3.2.0)", "pytest (>=6.1.1)", "pytorch-forecasting (>=0.9.0,<=0.10.1)", "pytorch-lightning (<1.9.1)", "requests (<2.29.0)", "rgf-python", "rouge-score", "scikit-learn (>=1.0.0)", "scipy (>=1.4.1)", "seqeval", "statsmodels (>=0.12.2)", "sympy", "tensorboardX (==2.6)", "thop", "torch", "torchvision", "transformers[torch] (==4.26)", "wolframalpha", "xgboost (>=0.90,<2.0.0)"]
 ts-forecast = ["hcrystalball (==0.1.10)", "holidays (<0.14)", "prophet (>=1.0.1)", "statsmodels (>=0.12.2)"]
 vw = ["scikit-learn", "vowpalwabbit (>=8.10.0,<9.0.0)"]
 
@@ -2808,8 +2830,8 @@ files = [
 [package.dependencies]
 cffi = {version = ">=1.12.2", markers = "platform_python_implementation == \"CPython\" and sys_platform == \"win32\""}
 greenlet = [
-    {version = ">=3.0rc3", markers = "platform_python_implementation == \"CPython\" and python_version >= \"3.11\""},
     {version = ">=2.0.0", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.11\""},
+    {version = ">=3.0rc3", markers = "platform_python_implementation == \"CPython\" and python_version >= \"3.11\""},
 ]
 "zope.event" = "*"
 "zope.interface" = "*"
@@ -2968,12 +2990,12 @@ files = [
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = [
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
@@ -2986,13 +3008,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.138.0"
+version = "2.140.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_api_python_client-2.138.0-py2.py3-none-any.whl", hash = "sha256:1dd279124e4e77cbda4769ffb4abe7e7c32528ef1e18739320fef2a07b750764"},
-    {file = "google_api_python_client-2.138.0.tar.gz", hash = "sha256:31080fbf0e64687876135cc23d1bec1ca3b80d7702177dd17b04131ea889eb70"},
+    {file = "google_api_python_client-2.140.0-py2.py3-none-any.whl", hash = "sha256:aeb4bb99e9fdd241473da5ff35464a0658fea0db76fe89c0f8c77ecfc3813404"},
+    {file = "google_api_python_client-2.140.0.tar.gz", hash = "sha256:0bb973adccbe66a3d0a70abe4e49b3f2f004d849416bfec38d22b75649d389d8"},
 ]
 
 [package.dependencies]
@@ -3004,13 +3026,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.32.0"
+version = "2.33.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.32.0-py2.py3-none-any.whl", hash = "sha256:53326ea2ebec768070a94bee4e1b9194c9646ea0c2bd72422785bd0f9abfad7b"},
-    {file = "google_auth-2.32.0.tar.gz", hash = "sha256:49315be72c55a6a37d62819e3573f6b416aca00721f7e3e31a008d928bf64022"},
+    {file = "google_auth-2.33.0-py2.py3-none-any.whl", hash = "sha256:8eff47d0d4a34ab6265c50a106a3362de6a9975bb08998700e389f857e4d39df"},
+    {file = "google_auth-2.33.0.tar.gz", hash = "sha256:d6a52342160d7290e334b4d47ba390767e4438ad0d45b7630774533e82655b95"},
 ]
 
 [package.dependencies]
@@ -3060,13 +3082,13 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.60.0"
+version = "1.61.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-aiplatform-1.60.0.tar.gz", hash = "sha256:782c7f1ec0e77a7c7daabef3b65bfd506ed2b4b1dc2186753c43cd6faf8dd04e"},
-    {file = "google_cloud_aiplatform-1.60.0-py2.py3-none-any.whl", hash = "sha256:5f14159c9575f4b46335027e3ceb8fa57bd5eaa76a07f858105b8c6c034ec0d6"},
+    {file = "google-cloud-aiplatform-1.61.0.tar.gz", hash = "sha256:648e3cd7bb75be706d3c31d852a3d4d8a2e616ad4db4cf520ef4430615cf8ad9"},
+    {file = "google_cloud_aiplatform-1.61.0-py2.py3-none-any.whl", hash = "sha256:57b36d5fa085e68197e9fc576c43263a7cad320483aa3b166bcd1fdc7e8f49e7"},
 ]
 
 [package.dependencies]
@@ -3078,7 +3100,7 @@ google-cloud-resource-manager = ">=1.3.3,<3.0.0dev"
 google-cloud-storage = ">=1.32.0,<3.0.0dev"
 packaging = ">=14.3"
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
 pydantic = "<3"
 shapely = "<3.0.0dev"
 
@@ -3157,13 +3179,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.12.4"
+version = "1.12.5"
 description = "Google Cloud Resource Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-resource-manager-1.12.4.tar.gz", hash = "sha256:3eda914a925e92465ef80faaab7e0f7a9312d486dd4e123d2c76e04bac688ff0"},
-    {file = "google_cloud_resource_manager-1.12.4-py2.py3-none-any.whl", hash = "sha256:0b6663585f7f862166c0fb4c55fdda721fce4dc2dc1d5b52d03ee4bf2653a85f"},
+    {file = "google_cloud_resource_manager-1.12.5-py2.py3-none-any.whl", hash = "sha256:2708a718b45c79464b7b21559c701b5c92e6b0b1ab2146d0a256277a623dc175"},
+    {file = "google_cloud_resource_manager-1.12.5.tar.gz", hash = "sha256:b7af4254401ed4efa3aba3a929cb3ddb803fa6baf91a78485e45583597de5891"},
 ]
 
 [package.dependencies]
@@ -3175,13 +3197,13 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "google-cloud-storage"
-version = "2.18.0"
+version = "2.18.2"
 description = "Google Cloud Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_cloud_storage-2.18.0-py2.py3-none-any.whl", hash = "sha256:e8e1a9577952143c3fca8163005ecfadd2d70ec080fa158a8b305000e2c22fbb"},
-    {file = "google_cloud_storage-2.18.0.tar.gz", hash = "sha256:0aa3f7c57f3632f81b455d91558d2b27ada96eee2de3aaa17f689db1470d9578"},
+    {file = "google_cloud_storage-2.18.2-py2.py3-none-any.whl", hash = "sha256:97a4d45c368b7d401ed48c4fdfe86e1e1cb96401c9e199e419d289e2c0370166"},
+    {file = "google_cloud_storage-2.18.2.tar.gz", hash = "sha256:aaf7acd70cdad9f274d29332673fcab98708d0e1f4dceb5a5356aaef06af4d99"},
 ]
 
 [package.dependencies]
@@ -3189,7 +3211,7 @@ google-api-core = ">=2.15.0,<3.0.0dev"
 google-auth = ">=2.26.1,<3.0dev"
 google-cloud-core = ">=2.3.0,<3.0dev"
 google-crc32c = ">=1.0,<2.0dev"
-google-resumable-media = ">=2.6.0"
+google-resumable-media = ">=2.7.2"
 requests = ">=2.18.0,<3.0.0dev"
 
 [package.extras]
@@ -3301,13 +3323,13 @@ dev = ["Pillow", "absl-py", "black", "ipython", "nose2", "pandas", "pytype", "py
 
 [[package]]
 name = "google-resumable-media"
-version = "2.7.1"
+version = "2.7.2"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-resumable-media-2.7.1.tar.gz", hash = "sha256:eae451a7b2e2cdbaaa0fd2eb00cc8a1ee5e95e16b55597359cbc3d27d7d90e33"},
-    {file = "google_resumable_media-2.7.1-py2.py3-none-any.whl", hash = "sha256:103ebc4ba331ab1bfdac0250f8033627a2cd7cde09e7ccff9181e31ba4315b2c"},
+    {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"},
+    {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"},
 ]
 
 [package.dependencies]
@@ -3350,13 +3372,13 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "gotrue"
-version = "2.6.1"
+version = "2.6.2"
 description = "Python Client Library for Supabase Auth"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "gotrue-2.6.1-py3-none-any.whl", hash = "sha256:baea090456685e5517d971005105f9fe36759863c9ff9805dfbb54f38a5b14a6"},
-    {file = "gotrue-2.6.1.tar.gz", hash = "sha256:e5f7094620e4e25fddf533d4e259f565fa2badc11b8eae9815c65b7830ea6da8"},
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+]
+
+[package.dependencies]
+grpcio = ">=1.62.3"
 protobuf = ">=4.21.6,<5.0dev"
 setuptools = "*"
 
@@ -4658,28 +4674,28 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"
 
 [[package]]
 name = "kombu"
-version = "5.3.7"
+version = "5.4.0"
 description = "Messaging library for Python."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "kombu-5.3.7-py3-none-any.whl", hash = "sha256:5634c511926309c7f9789f1433e9ed402616b56836ef9878f01bd59267b4c7a9"},
-    {file = "kombu-5.3.7.tar.gz", hash = "sha256:011c4cd9a355c14a1de8d35d257314a1d2456d52b7140388561acac3cf1a97bf"},
+    {file = "kombu-5.4.0-py3-none-any.whl", hash = "sha256:c8dd99820467610b4febbc7a9e8a0d3d7da2d35116b67184418b51cc520ea6b6"},
+    {file = "kombu-5.4.0.tar.gz", hash = "sha256:ad200a8dbdaaa2bbc5f26d2ee7d707d9a1fded353a0f4bd751ce8c7d9f449c60"},
 ]
 
 [package.dependencies]
 amqp = ">=5.1.1,<6.0.0"
-vine = "*"
+vine = "5.1.0"
 
 [package.extras]
 azureservicebus = ["azure-servicebus (>=7.10.0)"]
 azurestoragequeues = ["azure-identity (>=1.12.0)", "azure-storage-queue (>=12.6.0)"]
 confluentkafka = ["confluent-kafka (>=2.2.0)"]
-consul = ["python-consul2"]
+consul = ["python-consul2 (==0.1.5)"]
 librabbitmq = ["librabbitmq (>=2.0.0)"]
 mongodb = ["pymongo (>=4.1.1)"]
-msgpack = ["msgpack"]
-pyro = ["pyro4"]
+msgpack = ["msgpack (==1.0.8)"]
+pyro = ["pyro4 (==4.82)"]
 qpid = ["qpid-python (>=0.26)", "qpid-tools (>=0.26)"]
 redis = ["redis (>=4.5.2,!=4.5.5,!=5.0.2)"]
 slmq = ["softlayer-messaging (>=1.0.3)"]
@@ -4749,19 +4765,19 @@ tests = ["aiohttp", "duckdb", "pandas (>=1.4)", "polars (>=0.19)", "pytest", "py
 
 [[package]]
 name = "langchain"
-version = "0.2.10"
+version = "0.2.13"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.2.10-py3-none-any.whl", hash = "sha256:b4fb58c7faf4f4999cfe3325474979a7121a1737dd101655a723a1d957ef0617"},
-    {file = "langchain-0.2.10.tar.gz", hash = "sha256:1f861c1b59ac9c91b02bb0fa58d3adad1c1d0686636872b5b357bbce3ce41d06"},
+    {file = "langchain-0.2.13-py3-none-any.whl", hash = "sha256:80f21e48cdada424dd2af9bbf42234fe095744cf181b31eeb63d1da7479e2783"},
+    {file = "langchain-0.2.13.tar.gz", hash = "sha256:947e96ac3153a46aa6a0d8207e5f8b6794084c397f60a01bbf4bba78e6838fee"},
 ]
 
 [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 = ">=0.2.22,<0.3.0"
+langchain-core = ">=0.2.30,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -4776,19 +4792,19 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-anthropic"
-version = "0.1.21"
+version = "0.1.22"
 description = "An integration package connecting AnthropicMessages and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_anthropic-0.1.21-py3-none-any.whl", hash = "sha256:74094162e0badd9f5d275a1e2c4019303fbb45638091c202dcaab5f88fda97aa"},
-    {file = "langchain_anthropic-0.1.21.tar.gz", hash = "sha256:04131e024f79c6a60837a4f3b1399b90440da7a9b0c984b92704e66c317f6c5b"},
+    {file = "langchain_anthropic-0.1.22-py3-none-any.whl", hash = "sha256:149c4056efbdeddde901c9ff301b0d30ea4fd6bb951f9469ac74cd5efcc86bff"},
+    {file = "langchain_anthropic-0.1.22.tar.gz", hash = "sha256:8d46ea715e2f80911ceca299b4249e01461f36c22cda82e08f49bdb07a785b1d"},
 ]
 
 [package.dependencies]
 anthropic = ">=0.28.0,<1"
 defusedxml = ">=0.7.1,<0.8.0"
-langchain-core = ">=0.2.24,<0.3"
+langchain-core = ">=0.2.26,<0.3.0"
 
 [[package]]
 name = "langchain-astradb"
@@ -4808,18 +4824,18 @@ numpy = ">=1,<2"
 
 [[package]]
 name = "langchain-aws"
-version = "0.1.12"
+version = "0.1.16"
 description = "An integration package connecting AWS and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_aws-0.1.12-py3-none-any.whl", hash = "sha256:99dbda743cc05250eaa4ea70ee65c82332ef9a5f4b3b48d66d4e275e6159e520"},
-    {file = "langchain_aws-0.1.12.tar.gz", hash = "sha256:4f39e108fb93a42946bbb030bb409412281c603a3da549c744a7d92dcbb9bdfb"},
+    {file = "langchain_aws-0.1.16-py3-none-any.whl", hash = "sha256:b4722a13954a6e330c4b1e7b85a9884bfe789ecc24e11f0e83aa5c294d95093e"},
+    {file = "langchain_aws-0.1.16.tar.gz", hash = "sha256:cb479a565d0450c9bfba9d2336973191beb97574a519ddd376713addd5b9226c"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.34.131,<1.35.0"
-langchain-core = ">=0.2.17,<0.3"
+langchain-core = ">=0.2.29,<0.3"
 numpy = ">=1,<2"
 
 [[package]]
@@ -4865,20 +4881,20 @@ langchain-community = ["langchain-community (>=0.2.4)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.2.9"
+version = "0.2.12"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.2.9-py3-none-any.whl", hash = "sha256:b51d3adf9346a1161c1098917585b9e303cf24e2f5c71f5d232a0504edada5f2"},
-    {file = "langchain_community-0.2.9.tar.gz", hash = "sha256:1e7c180232916cbe35fe00509680dd1f805e32d7c87b5e80b3a9ec8754ecae37"},
+    {file = "langchain_community-0.2.12-py3-none-any.whl", hash = "sha256:50e74473dd2309bdef561760afbbf0c5ea17ed91fc4dfa0d52279dd16d6d34e0"},
+    {file = "langchain_community-0.2.12.tar.gz", hash = "sha256:d671cfc6a4f3b65f49a2e59ab420d0164f109d0a56fc4b4996518205c63b8c7e"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.9,<0.3.0"
-langchain-core = ">=0.2.22,<0.3.0"
+langchain = ">=0.2.13,<0.3.0"
+langchain-core = ">=0.2.30,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -4891,13 +4907,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.29"
+version = "0.2.30"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.2.29-py3-none-any.whl", hash = "sha256:846c04a3bb72e409a9b928e0eb3ea1762e1473f2c4fb6df2596fbd7b3ab75973"},
-    {file = "langchain_core-0.2.29.tar.gz", hash = "sha256:491324745a7afee5a7b285c3904edd9dd0c6efa7daf26b92fec6e84a2d2f5d10"},
+    {file = "langchain_core-0.2.30-py3-none-any.whl", hash = "sha256:ea7eccb9566dd51b2b74bd292c4239d843a77cdba8ffae2b5edf7000d70d4194"},
+    {file = "langchain_core-0.2.30.tar.gz", hash = "sha256:552ec586698140062cd299a83bad7e308f925b496d306b62529579c6fb122f7a"},
 ]
 
 [package.dependencies]
@@ -5032,13 +5048,13 @@ langchain-core = ">=0.2.2,<0.3"
 
 [[package]]
 name = "langchain-milvus"
-version = "0.1.3"
+version = "0.1.4"
 description = "An integration package connecting Milvus and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_milvus-0.1.3-py3-none-any.whl", hash = "sha256:5194be8826e85aa89dba5fbc4c0b3c0b103b7f3387ec051ded5a7d31df87e8ec"},
-    {file = "langchain_milvus-0.1.3.tar.gz", hash = "sha256:2a533d002cf324b3f244356968fc5fa679911907cb717b361c208430bba5ce03"},
+    {file = "langchain_milvus-0.1.4-py3-none-any.whl", hash = "sha256:f5c1f2d023c6853d1acc22dc8d0b61ca4d99015c1b095b0cf84ec84a9ba2936e"},
+    {file = "langchain_milvus-0.1.4.tar.gz", hash = "sha256:1cd67f127d60c73ffb07cd789705766479137630d43f8ff547c69eee4775dae8"},
 ]
 
 [package.dependencies]
@@ -5068,13 +5084,13 @@ tokenizers = ">=0.15.1,<1"
 
 [[package]]
 name = "langchain-mongodb"
-version = "0.1.7"
+version = "0.1.8"
 description = "An integration package connecting MongoDB and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_mongodb-0.1.7-py3-none-any.whl", hash = "sha256:8066a3ed728f75deeb679721d421f9ac90e5ca2ad8289a0fa1e2ac5e57b24207"},
-    {file = "langchain_mongodb-0.1.7.tar.gz", hash = "sha256:6ed1739c92b914a0edf7d585f52adfc3fc60d3cf37542791df3e76fc88431b0e"},
+    {file = "langchain_mongodb-0.1.8-py3-none-any.whl", hash = "sha256:0c086a80813cf213b01fb9024243505243bc8892b27e9ca92b4d0753ab53bdd0"},
+    {file = "langchain_mongodb-0.1.8.tar.gz", hash = "sha256:7df9cc3af8ef2d2c943188f464ac4f952cbe90626a8252ce9f8e5af4202e6ebe"},
 ]
 
 [package.dependencies]
@@ -5152,13 +5168,13 @@ langchain-core = ">=0.2.10,<0.3.0"
 
 [[package]]
 name = "langchainhub"
-version = "0.1.20"
+version = "0.1.21"
 description = "The LangChain Hub API client"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchainhub-0.1.20-py3-none-any.whl", hash = "sha256:b3cbb5b2d7d6f9c3f89748bcc74424d8030ed4ebca58b5f44e0b6d9f111e33eb"},
-    {file = "langchainhub-0.1.20.tar.gz", hash = "sha256:499fa8958233071f35750987f325005d16241bebd455163955b607c195c37f25"},
+    {file = "langchainhub-0.1.21-py3-none-any.whl", hash = "sha256:1cc002dc31e0d132a776afd044361e2b698743df5202618cf2bad399246b895f"},
+    {file = "langchainhub-0.1.21.tar.gz", hash = "sha256:723383b3964a47dbaea6ad5d0ef728accefbc9d2c07480e800bdec43510a8c10"},
 ]
 
 [package.dependencies]
@@ -5198,6 +5214,7 @@ cachetools = "^5.3.1"
 chardet = "^5.2.0"
 crewai = "^0.36.0"
 cryptography = "^42.0.5"
+diskcache = "^5.6.3"
 docstring-parser = "^0.16"
 duckdb = "^1.0.0"
 emoji = "^2.12.0"
@@ -5236,7 +5253,7 @@ python-multipart = "^0.0.7"
 rich = "^13.7.0"
 sentry-sdk = {version = "^2.5.1", extras = ["fastapi", "loguru"]}
 setuptools = ">=70"
-spider-client = "^0.0.60"
+spider-client = "^0.0.27"
 sqlmodel = "^0.0.18"
 typer = "^0.12.0"
 uncurl = "^0.0.11"
@@ -5254,13 +5271,13 @@ url = "src/backend/base"
 
 [[package]]
 name = "langfuse"
-version = "2.39.3"
+version = "2.43.3"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langfuse-2.39.3-py3-none-any.whl", hash = "sha256:24b12cbb23f866b22706c1ea9631781f99fe37b0b15889d241198c4d1c07516b"},
-    {file = "langfuse-2.39.3.tar.gz", hash = "sha256:4d2df8f9344572370703db103ddf97176df518699593254e6d6c2b8ca3bf2f12"},
+    {file = "langfuse-2.43.3-py3-none-any.whl", hash = "sha256:62a368009dd26f698905321a52929ab4e75996a871f41db2892beb5257ab69d2"},
+    {file = "langfuse-2.43.3.tar.gz", hash = "sha256:046d872d0d0053d02816d5e5a610be0e4ae7ebb69e65d979111fc522be965691"},
 ]
 
 [package.dependencies]
@@ -5279,13 +5296,13 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.93"
+version = "0.1.99"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.93-py3-none-any.whl", hash = "sha256:811210b9d5f108f36431bd7b997eb9476a9ecf5a2abd7ddbb606c1cdcf0f43ce"},
-    {file = "langsmith-0.1.93.tar.gz", hash = "sha256:285b6ad3a54f50fa8eb97b5f600acc57d0e37e139dd8cf2111a117d0435ba9b4"},
+    {file = "langsmith-0.1.99-py3-none-any.whl", hash = "sha256:ef8d1d74a2674c514aa429b0171a9fbb661207dc3835142cca0e8f1bf97b26b0"},
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 [package.dependencies]
@@ -5298,13 +5315,13 @@ requests = ">=2,<3"
 
 [[package]]
 name = "langwatch"
-version = "0.1.18"
+version = "0.1.19"
 description = "Python SDK for LangWatch for monitoring your LLMs"
 optional = false
 python-versions = "<3.13,>=3.9"
 files = [
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 [package.dependencies]
@@ -5326,13 +5343,13 @@ openai = ["openai (>=1.3.7,<2.0.0)"]
 
 [[package]]
 name = "litellm"
-version = "1.41.25"
+version = "1.43.9"
 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"
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 [package.dependencies]
@@ -5341,7 +5358,7 @@ click = "*"
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 jinja2 = ">=3.1.2,<4.0.0"
 jsonschema = ">=4.22.0,<5.0.0"
-openai = ">=1.27.0"
+openai = ">=1.40.0"
 pydantic = ">=2.0.0,<3.0.0"
 python-dotenv = ">=0.2.0"
 requests = ">=2.31.0,<3.0.0"
@@ -5354,12 +5371,12 @@ proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "
 
 [[package]]
 name = "llama-cpp-python"
-version = "0.2.84"
+version = "0.2.88"
 description = "Python bindings for the llama.cpp library"
 optional = true
 python-versions = ">=3.8"
 files = [
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@@ -5376,13 +5393,13 @@ test = ["httpx (>=0.24.1)", "pytest (>=7.4.0)", "scipy (>=1.10)"]
 
 [[package]]
 name = "locust"
-version = "2.29.1"
+version = "2.31.2"
 description = "Developer-friendly load testing framework"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
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 msgpack = ">=1.0.0"
 psutil = ">=5.9.1"
-pywin32 = {version = "*", markers = "platform_system == \"Windows\""}
+pywin32 = {version = "*", markers = "sys_platform == \"win32\""}
 pyzmq = ">=25.0.0"
 requests = [
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-    {version = ">=2.26.0", markers = "python_version <= \"3.11\""},
+    {version = ">=2.26.0", markers = "python_full_version <= \"3.11.0\""},
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 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.6.0", markers = "python_version < \"3.11\""}
 Werkzeug = ">=2.0.0"
 
 [[package]]
@@ -5424,153 +5441,149 @@ dev = ["Sphinx (==7.2.5)", "colorama (==0.4.5)", "colorama (==0.4.6)", "exceptio
 
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+    {file = "mypy-1.11.1.tar.gz", hash = "sha256:f404a0b069709f18bbdb702eb3dcfe51910602995de00bd39cea3050b5772d08"},
 ]
 
 [package.dependencies]
@@ -6263,13 +6272,13 @@ test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nltk"
-version = "3.8.1"
+version = "3.8.2"
 description = "Natural Language Toolkit"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "nltk-3.8.1-py3-none-any.whl", hash = "sha256:fd5c9109f976fa86bcadba8f91e47f5e9293bd034474752e92a520f81c93dda5"},
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+    {file = "nltk-3.8.2-py3-none-any.whl", hash = "sha256:bae044ae22ebe0b694a87c0012233373209f27d5c76d3572599c842740a62fe0"},
+    {file = "nltk-3.8.2.tar.gz", hash = "sha256:9c051aa981c6745894906d5c3aad27417f3d1c10d91eefca50382fc922966f31"},
 ]
 
 [package.dependencies]
@@ -6506,13 +6515,14 @@ files = [
 
 [[package]]
 name = "nvidia-nvjitlink-cu12"
-version = "12.5.82"
+version = "12.6.20"
 description = "Nvidia JIT LTO Library"
 optional = true
 python-versions = ">=3"
 files = [
-    {file = "nvidia_nvjitlink_cu12-12.5.82-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f9b37bc5c8cf7509665cb6ada5aaa0ce65618f2332b7d3e78e9790511f111212"},
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+    {file = "nvidia_nvjitlink_cu12-12.6.20-py3-none-manylinux2014_aarch64.whl", hash = "sha256:84fb38465a5bc7c70cbc320cfd0963eb302ee25a5e939e9f512bbba55b6072fb"},
+    {file = "nvidia_nvjitlink_cu12-12.6.20-py3-none-manylinux2014_x86_64.whl", hash = "sha256:562ab97ea2c23164823b2a89cb328d01d45cb99634b8c65fe7cd60d14562bd79"},
+    {file = "nvidia_nvjitlink_cu12-12.6.20-py3-none-win_amd64.whl", hash = "sha256:ed3c43a17f37b0c922a919203d2d36cbef24d41cc3e6b625182f8b58203644f6"},
 ]
 
 [[package]]
@@ -6586,23 +6596,24 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.37.0"
+version = "1.40.6"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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+    {file = "openai-1.40.6-py3-none-any.whl", hash = "sha256:b36372124a779381a420a34dd96f762baa748b6bdfaf83a6b9f2745f72ccc1c5"},
+    {file = "openai-1.40.6.tar.gz", hash = "sha256:2239232bcb7f4bd4ce8e02544b5769618582411cf399816d96686d1b6c1e5c8d"},
 ]
 
 [package.dependencies]
 anyio = ">=3.5.0,<5"
 distro = ">=1.7.0,<2"
 httpx = ">=0.23.0,<1"
+jiter = ">=0.4.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
 tqdm = ">4"
-typing-extensions = ">=4.7,<5"
+typing-extensions = ">=4.11,<5"
 
 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
@@ -6982,9 +6993,9 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -7017,20 +7028,17 @@ xml = ["lxml (>=4.9.2)"]
 
 [[package]]
 name = "pandas-stubs"
-version = "2.2.2.240603"
+version = "2.2.2.240807"
 description = "Type annotations for pandas"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-numpy = [
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-    {version = ">=1.26.0", markers = "python_version >= \"3.12\" and python_version < \"3.13\""},
-]
+numpy = ">=1.23.5"
 types-pytz = ">=2022.1.1"
 
 [[package]]
@@ -7049,13 +7057,13 @@ dev = ["jinja2"]
 
 [[package]]
 name = "paramiko"
-version = "3.4.0"
+version = "3.4.1"
 description = "SSH2 protocol library"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -7805,13 +7813,13 @@ pyasn1 = ">=0.4.6,<0.7.0"
 
 [[package]]
 name = "pyautogen"
-version = "0.2.32"
+version = "0.2.34"
 description = "Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework"
 optional = false
 python-versions = "<3.13,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -7842,6 +7850,7 @@ mathchat = ["pydantic (==1.10.9)", "sympy", "wolframalpha"]
 mistral = ["mistralai (>=0.2.0)"]
 redis = ["redis"]
 retrievechat = ["beautifulsoup4", "chromadb", "ipython", "markdownify", "protobuf (==4.25.3)", "pypdf", "sentence-transformers"]
+retrievechat-mongodb = ["beautifulsoup4", "chromadb", "ipython", "markdownify", "protobuf (==4.25.3)", "pymongo (>=4.0.0)", "pypdf", "sentence-transformers"]
 retrievechat-pgvector = ["beautifulsoup4", "chromadb", "ipython", "markdownify", "pgvector (>=0.2.5)", "protobuf (==4.25.3)", "psycopg (>=3.1.18)", "pypdf", "sentence-transformers"]
 retrievechat-qdrant = ["beautifulsoup4", "chromadb", "fastembed (>=0.3.1)", "ipython", "markdownify", "protobuf (==4.25.3)", "pypdf", "qdrant-client", "sentence-transformers"]
 teachable = ["chromadb"]
@@ -8025,13 +8034,13 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.3.4"
+version = "2.4.0"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pydantic_settings-2.4.0.tar.gz", hash = "sha256:ed81c3a0f46392b4d7c0a565c05884e6e54b3456e6f0fe4d8814981172dc9a88"},
 ]
 
 [package.dependencies]
@@ -8039,6 +8048,7 @@ pydantic = ">=2.7.0"
 python-dotenv = ">=0.21.0"
 
 [package.extras]
+azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
 toml = ["tomli (>=2.0.1)"]
 yaml = ["pyyaml (>=6.0.1)"]
 
@@ -8082,13 +8092,13 @@ torch = ["torch"]
 
 [[package]]
 name = "pymilvus"
-version = "2.4.4"
+version = "2.4.5"
 description = "Python Sdk for Milvus"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pymilvus-2.4.5-py3-none-any.whl", hash = "sha256:dc4f2d1eac8db9cf3951de39566a1a244695760bb94d8310fbfc73d6d62bb267"},
+    {file = "pymilvus-2.4.5.tar.gz", hash = "sha256:1a497fe9b41d6bf62b1d5e1c412960922dde1598576fcbb8818040c8af11149f"},
 ]
 
 [package.dependencies]
@@ -8097,7 +8107,7 @@ grpcio = ">=1.49.1,<=1.63.0"
 milvus-lite = {version = ">=2.4.0,<2.5.0", markers = "sys_platform != \"win32\""}
 pandas = ">=1.2.4"
 protobuf = ">=3.20.0"
-setuptools = ">=67"
+setuptools = ">69"
 ujson = ">=2.0.0"
 
 [package.extras]
@@ -8282,13 +8292,13 @@ files = [
 
 [[package]]
 name = "pyright"
-version = "1.1.373"
+version = "1.1.375"
 description = "Command line wrapper for pyright"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -8336,13 +8346,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.3.1"
+version = "8.3.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -8661,159 +8671,182 @@ files = [
 
 [[package]]
 name = "pyyaml"
-version = "6.0.1"
+version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
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-fastembed-gpu = ["fastembed-gpu (==0.2.7)"]
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+fastembed-gpu = ["fastembed-gpu (==0.3.4)"]
 
 [[package]]
 name = "qianfan"
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 [[package]]
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 [package.dependencies]
@@ -10116,13 +10174,13 @@ httpx = {version = ">=0.24,<0.28", extras = ["http2"]}
 
 [[package]]
 name = "sympy"
-version = "1.13.1"
+version = "1.13.2"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -10237,34 +10295,6 @@ requests = ">=2.26.0"
 [package.extras]
 blobfile = ["blobfile (>=2)"]
 
-[[package]]
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-description = "Python client for Together's Cloud Platform!"
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-typer = ">=0.9,<0.13"
-
 [[package]]
 name = "tokenizers"
 version = "0.19.1"
@@ -10479,13 +10509,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -10582,13 +10612,13 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "trio"
-version = "0.26.0"
+version = "0.26.2"
 description = "A friendly Python library for async concurrency and I/O"
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 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -10687,13 +10717,13 @@ types-setuptools = "*"
 
 [[package]]
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 description = "Typing stubs for google-cloud-ndb"
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 python-versions = ">=3.8"
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 [[package]]
@@ -10771,35 +10801,35 @@ files = [
 
 [[package]]
 name = "types-pywin32"
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 python-versions = ">=3.8"
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 description = "Typing stubs for PyYAML"
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 ]
 
 [[package]]
 name = "types-redis"
-version = "4.6.0.20240726"
+version = "4.6.0.20240806"
 description = "Typing stubs for redis"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -10822,13 +10852,13 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-setuptools"
-version = "71.0.0.20240722"
+version = "71.1.0.20240813"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -11074,13 +11104,13 @@ xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
-version = "0.25.0"
+version = "0.25.5"
 description = "Python Client SDK for Unstructured API"
 optional = false
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 [[package]]
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 description = "Interfaces for Python"
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 ]
 
 [package.dependencies]
diff --git a/src/backend/base/poetry.lock b/src/backend/base/poetry.lock
index 5859cf5d0ffa..7b04d0b43198 100644
--- a/src/backend/base/poetry.lock
+++ b/src/backend/base/poetry.lock
@@ -24,87 +24,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
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+version = "3.10.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -365,17 +365,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.34.145"
+version = "1.34.159"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.145-py3-none-any.whl", hash = "sha256:69d5afb7a017d07dd6bdfb680d2912d5d369b3fafa0a45161207d9f393b14d7e"},
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+    {file = "boto3-1.34.159.tar.gz", hash = "sha256:ffe7bbb88ba81b5d54bc8fa0cfb2f3b7fe63a6cffa0f9207df2ef5c22a1c0587"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.145,<1.35.0"
+botocore = ">=1.34.159,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -384,13 +384,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.145"
+version = "1.34.159"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.145-py3-none-any.whl", hash = "sha256:2e72e262de02adcb0264ac2bac159a28f55dbba8d9e52aa0308773a42950dff5"},
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 ]
 
 [package.dependencies]
@@ -399,7 +399,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.20.11)"]
+crt = ["awscrt (==0.21.2)"]
 
 [[package]]
 name = "brotli"
@@ -834,22 +834,23 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cohere"
-version = "5.6.2"
+version = "5.8.0"
 description = ""
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "cohere-5.6.2-py3-none-any.whl", hash = "sha256:cfecf1343bcaa4091266c5a231fbcb3ccbd80cad05ea093ef80024a117aa3a2f"},
-    {file = "cohere-5.6.2.tar.gz", hash = "sha256:6bb901afdfb02f62ad8ed2d82f12d8ea87a6869710f5f880cb89190c4e994805"},
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+    {file = "cohere-5.8.0.tar.gz", hash = "sha256:c4e1ab064d66cc0170091f614b4ea22f55e079f2c7fe9e0de8752fd46f8d2a70"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.34.0,<2.0.0"
 fastavro = ">=1.9.4,<2.0.0"
 httpx = ">=0.21.2"
-httpx-sse = ">=0.4.0,<0.5.0"
+httpx-sse = "0.4.0"
 parameterized = ">=0.9.0,<0.10.0"
 pydantic = ">=1.9.2"
+pydantic-core = ">=2.18.2,<3.0.0"
 requests = ">=2.0.0,<3.0.0"
 tokenizers = ">=0.15,<1"
 types-requests = ">=2.0.0,<3.0.0"
@@ -1362,13 +1363,13 @@ idna = ">=2.0.0"
 
 [[package]]
 name = "embedchain"
-version = "0.1.118"
+version = "0.1.120"
 description = "Simplest open source retrieval (RAG) framework"
 optional = false
 python-versions = "<=3.13,>=3.9"
 files = [
-    {file = "embedchain-0.1.118-py3-none-any.whl", hash = "sha256:38ead471df9d9234bf42e6f7a32cab26431d50d6f2f894f18a6cabc0b02bf31a"},
-    {file = "embedchain-0.1.118.tar.gz", hash = "sha256:1fa1e799882a1dc4e63af344595b043f1c1f30fbd59461b6660b1934b85a1e4b"},
+    {file = "embedchain-0.1.120-py3-none-any.whl", hash = "sha256:9eaa946f8a7b394080c56067849d7852a78361dd5e7b099ebf42989c07a1814d"},
+    {file = "embedchain-0.1.120.tar.gz", hash = "sha256:6061c261a054d677e5b9c4062146d45e04e8572c67152120913d61aee4c22ae3"},
 ]
 
 [package.dependencies]
@@ -1382,7 +1383,7 @@ langchain = ">0.2,<=0.3"
 langchain-cohere = ">=0.1.4,<0.2.0"
 langchain-community = ">=0.2.6,<0.3.0"
 langchain-openai = ">=0.1.7,<0.2.0"
-mem0ai = ">=0.0.5,<0.0.6"
+mem0ai = ">=0.0.9,<0.0.10"
 openai = ">=1.1.1"
 posthog = ">=3.0.2,<4.0.0"
 pypdf = ">=4.0.1,<5.0.0"
@@ -1394,6 +1395,7 @@ sqlalchemy = ">=2.0.27,<3.0.0"
 tiktoken = ">=0.7.0,<0.8.0"
 
 [package.extras]
+aws = ["langchain-aws (>=0.1.10,<0.2.0)"]
 elasticsearch = ["elasticsearch (>=8.9.0,<9.0.0)"]
 gmail = ["google-api-core (>=2.15.0,<3.0.0)", "google-api-python-client (>=2.111.0,<3.0.0)", "google-auth (>=2.25.2,<3.0.0)", "google-auth-httplib2 (>=0.2.0,<0.3.0)", "google-auth-oauthlib (>=1.2.0,<2.0.0)", "requests (>=2.31.0,<3.0.0)"]
 google = ["google-generativeai (>=0.3.0,<0.4.0)"]
@@ -1428,20 +1430,6 @@ typing-extensions = ">=4.7.0"
 [package.extras]
 dev = ["coverage", "pytest (>=7.4.4)"]
 
-[[package]]
-name = "eval-type-backport"
-version = "0.2.0"
-description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "eval_type_backport-0.2.0-py3-none-any.whl", hash = "sha256:ac2f73d30d40c5a30a80b8739a789d6bb5e49fdffa66d7912667e2015d9c9933"},
-    {file = "eval_type_backport-0.2.0.tar.gz", hash = "sha256:68796cfbc7371ebf923f03bdf7bef415f3ec098aeced24e054b253a0e78f7b37"},
-]
-
-[package.extras]
-tests = ["pytest"]
-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -1972,13 +1960,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.32.0"
+version = "2.33.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.32.0-py2.py3-none-any.whl", hash = "sha256:53326ea2ebec768070a94bee4e1b9194c9646ea0c2bd72422785bd0f9abfad7b"},
-    {file = "google_auth-2.32.0.tar.gz", hash = "sha256:49315be72c55a6a37d62819e3573f6b416aca00721f7e3e31a008d928bf64022"},
+    {file = "google_auth-2.33.0-py2.py3-none-any.whl", hash = "sha256:8eff47d0d4a34ab6265c50a106a3362de6a9975bb08998700e389f857e4d39df"},
+    {file = "google_auth-2.33.0.tar.gz", hash = "sha256:d6a52342160d7290e334b4d47ba390767e4438ad0d45b7630774533e82655b95"},
 ]
 
 [package.dependencies]
@@ -1995,13 +1983,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.59.0"
+version = "1.61.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-aiplatform-1.59.0.tar.gz", hash = "sha256:2bebb59c0ba3e3b4b568305418ca1b021977988adbee8691a5bed09b037e7e63"},
-    {file = "google_cloud_aiplatform-1.59.0-py2.py3-none-any.whl", hash = "sha256:549e6eb1844b0f853043309138ebe2db00de4bbd8197b3bde26804ac163ef52a"},
+    {file = "google-cloud-aiplatform-1.61.0.tar.gz", hash = "sha256:648e3cd7bb75be706d3c31d852a3d4d8a2e616ad4db4cf520ef4430615cf8ad9"},
+    {file = "google_cloud_aiplatform-1.61.0-py2.py3-none-any.whl", hash = "sha256:57b36d5fa085e68197e9fc576c43263a7cad320483aa3b166bcd1fdc7e8f49e7"},
 ]
 
 [package.dependencies]
@@ -2013,7 +2001,7 @@ google-cloud-resource-manager = ">=1.3.3,<3.0.0dev"
 google-cloud-storage = ">=1.32.0,<3.0.0dev"
 packaging = ">=14.3"
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
 pydantic = "<3"
 shapely = "<3.0.0dev"
 
@@ -2023,8 +2011,8 @@ cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow
 datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
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 metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
 pipelines = ["pyyaml (>=5.3.1,<7)"]
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 tokenization = ["sentencepiece (>=0.2.0)"]
@@ -2092,13 +2080,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.12.4"
+version = "1.12.5"
 description = "Google Cloud Resource Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [[package]]
 name = "google-cloud-storage"
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+version = "2.18.2"
 description = "Google Cloud Storage API client library"
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 google-cloud-core = ">=2.3.0,<3.0dev"
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 [package.extras]
-protobuf = ["protobuf (<5.0.0dev)"]
+protobuf = ["protobuf (<6.0.0dev)"]
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 [[package]]
 name = "google-crc32c"
@@ -2212,13 +2201,13 @@ testing = ["pytest"]
 
 [[package]]
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 [package.dependencies]
@@ -2259,13 +2248,13 @@ files = [
 
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 description = "GPTCache, a powerful caching library that can be used to speed up and lower the cost of chat applications that rely on the LLM service. GPTCache works as a memcache for AIGC applications, similar to how Redis works for traditional applications."
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 [package.dependencies]
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 test = ["objgraph", "psutil"]
 
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 [[package]]
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@@ -2398,143 +2368,137 @@ protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4
 
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 protobuf = ">=4.21.6,<5.0dev"
 setuptools = "*"
 
@@ -2703,13 +2667,13 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.24.0"
+version = "0.24.5"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 [package.dependencies]
@@ -3249,19 +3213,19 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "langchain"
-version = "0.2.10"
+version = "0.2.13"
 description = "Building applications with LLMs through composability"
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 python-versions = "<4.0,>=3.8.1"
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 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
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 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -3297,20 +3261,20 @@ langchain-community = ["langchain-community (>=0.2.4)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.2.9"
+version = "0.2.12"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
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 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.9,<0.3.0"
-langchain-core = ">=0.2.22,<0.3.0"
+langchain = ">=0.2.13,<0.3.0"
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 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
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@@ -3323,13 +3287,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.29"
+version = "0.2.30"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 [package.dependencies]
@@ -3361,18 +3325,18 @@ langchain-core = ">=0.2.7,<0.3.0"
 
 [[package]]
 name = "langchain-openai"
-version = "0.1.17"
+version = "0.1.21"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
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 [package.dependencies]
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+langchain-core = ">=0.2.29,<0.3.0"
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 tiktoken = ">=0.7,<1"
 
 [[package]]
@@ -3391,13 +3355,13 @@ langchain-core = ">=0.2.10,<0.3.0"
 
 [[package]]
 name = "langchainhub"
-version = "0.1.20"
+version = "0.1.21"
 description = "The LangChain Hub API client"
 optional = false
 python-versions = "<4.0,>=3.8.1"
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-version = "0.1.93"
+version = "0.1.99"
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-
 [[package]]
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 version = "0.6.0"
@@ -5443,13 +5350,13 @@ files = [
 
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-version = "8.3.1"
+version = "8.3.2"
 description = "pytest: simple powerful testing with Python"
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+fastembed-gpu = ["fastembed-gpu (==0.3.4)"]
 
 [[package]]
 name = "regex"
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+    {file = "tokenizers-0.20.0.tar.gz", hash = "sha256:39d7acc43f564c274085cafcd1dae9d36f332456de1a31970296a6b8da4eac8d"},
 ]
 
 [package.dependencies]
@@ -6770,13 +6649,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
-    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
+    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
 ]
 
 [package.dependencies]
@@ -6836,13 +6715,13 @@ types-setuptools = "*"
 
 [[package]]
 name = "types-google-cloud-ndb"
-version = "2.3.0.20240806"
+version = "2.3.0.20240813"
 description = "Typing stubs for google-cloud-ndb"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-google-cloud-ndb-2.3.0.20240806.tar.gz", hash = "sha256:a704043988bb8fe2179006f98d3b343f17d4e2a067985ab2dc571af7cc159551"},
-    {file = "types_google_cloud_ndb-2.3.0.20240806-py3-none-any.whl", hash = "sha256:1419ac1f08e437a2b1824de840c5ed8f2b5b260f61b65c6be1b63cc68e6cd1ed"},
+    {file = "types-google-cloud-ndb-2.3.0.20240813.tar.gz", hash = "sha256:f69b4f1abc4a2c423b288ffc48d2994b59358bfc151824614abc1d3f7f19f18d"},
+    {file = "types_google_cloud_ndb-2.3.0.20240813-py3-none-any.whl", hash = "sha256:79404e04e97324d0b6466f297e92e734a38fb9cd064c2f3816820311bc6c3f57"},
 ]
 
 [[package]]
@@ -6931,13 +6810,13 @@ files = [
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20240724"
+version = "6.0.12.20240808"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-PyYAML-6.0.12.20240724.tar.gz", hash = "sha256:cf7b31ae67e0c5b2919c703d2affc415485099d3fe6666a6912f040fd05cb67f"},
-    {file = "types_PyYAML-6.0.12.20240724-py3-none-any.whl", hash = "sha256:e5becec598f3aa3a2ddf671de4a75fa1c6856fbf73b2840286c9d50fae2d5d48"},
+    {file = "types-PyYAML-6.0.12.20240808.tar.gz", hash = "sha256:b8f76ddbd7f65440a8bda5526a9607e4c7a322dc2f8e1a8c405644f9a6f4b9af"},
+    {file = "types_PyYAML-6.0.12.20240808-py3-none-any.whl", hash = "sha256:deda34c5c655265fc517b546c902aa6eed2ef8d3e921e4765fe606fe2afe8d35"},
 ]
 
 [[package]]
@@ -6971,13 +6850,13 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-setuptools"
-version = "71.1.0.20240806"
+version = "71.1.0.20240813"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-setuptools-71.1.0.20240806.tar.gz", hash = "sha256:ae5e7b4d643ab9e99fc00ac00041804118cabe72a56183c30d524fb064897ad6"},
-    {file = "types_setuptools-71.1.0.20240806-py3-none-any.whl", hash = "sha256:3bd8dd02039be0bb79ad880d8893b8eefcb022fabbeeb61245c61b20c9ab1ed0"},
+    {file = "types-setuptools-71.1.0.20240813.tar.gz", hash = "sha256:94ff4f0af18c7c24ac88932bcb0f5655fb7187a001b7c61e53a1bfdaf9877b54"},
+    {file = "types_setuptools-71.1.0.20240813-py3-none-any.whl", hash = "sha256:d9d9ba2936f5d3b47b59ae9bf65942a60063ac1d6bbee180a8a79fbb43f22ce5"},
 ]
 
 [[package]]
@@ -7051,13 +6930,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.30.3"
+version = "0.30.6"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.30.3-py3-none-any.whl", hash = "sha256:94a3608da0e530cea8f69683aa4126364ac18e3826b6630d1a65f4638aade503"},
-    {file = "uvicorn-0.30.3.tar.gz", hash = "sha256:0d114d0831ff1adbf231d358cbf42f17333413042552a624ea6a9b4c33dcfd81"},
+    {file = "uvicorn-0.30.6-py3-none-any.whl", hash = "sha256:65fd46fe3fda5bdc1b03b94eb634923ff18cd35b2f084813ea79d1f103f711b5"},
+    {file = "uvicorn-0.30.6.tar.gz", hash = "sha256:4b15decdda1e72be08209e860a1e10e92439ad5b97cf44cc945fcbee66fc5788"},
 ]
 
 [package.dependencies]
@@ -7575,13 +7454,13 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.19.2"
+version = "3.20.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+    {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"},
+    {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"},
 ]
 
 [package.extras]

From 665842680e487197222ec79be0ebebfd16eab1ff Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Tue, 13 Aug 2024 09:35:02 -0300
Subject: [PATCH 37/38] enhancement: prevent esc on codeAreaModal (#3232)

* add onEscapeKeyDown

* refactor: Add ConfirmationModal to CodeAreaModal for better user experience

* refactor: Update CodeAreaModal to use ReactAce for code editing

* fix closing o x modal

* refactor: Update CodeAreaModal to use ReactAce for code editing

* [autofix.ci] apply automated fixes

* decompose object

---------

Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
---
 src/frontend/src/modals/baseModal/index.tsx   |  7 ++-
 .../src/modals/codeAreaModal/index.tsx        | 61 ++++++++++++++++---
 .../src/modals/confirmationModal/index.tsx    | 10 +--
 src/frontend/src/types/components/index.ts    |  1 +
 4 files changed, 66 insertions(+), 13 deletions(-)

diff --git a/src/frontend/src/modals/baseModal/index.tsx b/src/frontend/src/modals/baseModal/index.tsx
index 1ce1a20f3ea1..29919d82e08e 100644
--- a/src/frontend/src/modals/baseModal/index.tsx
+++ b/src/frontend/src/modals/baseModal/index.tsx
@@ -148,6 +148,7 @@ interface BaseModalProps {
   onChangeOpenModal?: (open?: boolean) => void;
   type?: "modal" | "dialog";
   onSubmit?: () => void;
+  onEscapeKeyDown?: (e: KeyboardEvent) => void;
 }
 function BaseModal({
   open,
@@ -157,6 +158,7 @@ function BaseModal({
   onChangeOpenModal,
   type = "dialog",
   onSubmit,
+  onEscapeKeyDown,
 }: BaseModalProps) {
   const headerChild = React.Children.toArray(children).find(
     (child) => (child as React.ReactElement).type === Header,
@@ -204,7 +206,10 @@ function BaseModal({
       ) : (
         <Dialog open={open} onOpenChange={setOpen}>
           {triggerChild}
-          <DialogContent className={contentClasses}>
+          <DialogContent
+            onEscapeKeyDown={onEscapeKeyDown}
+            className={contentClasses}
+          >
             {onSubmit ? (
               <Form.Root
                 onSubmit={(event) => {
diff --git a/src/frontend/src/modals/codeAreaModal/index.tsx b/src/frontend/src/modals/codeAreaModal/index.tsx
index f7a3f6cdbc47..997ca97b87a8 100644
--- a/src/frontend/src/modals/codeAreaModal/index.tsx
+++ b/src/frontend/src/modals/codeAreaModal/index.tsx
@@ -4,8 +4,9 @@ import "ace-builds/src-noconflict/mode-python";
 import "ace-builds/src-noconflict/theme-github";
 import "ace-builds/src-noconflict/theme-twilight";
 // import "ace-builds/webpack-resolver";
-import { useEffect, useState } from "react";
+import { useEffect, useRef, useState } from "react";
 import AceEditor from "react-ace";
+import ReactAce from "react-ace/lib/ace";
 import IconComponent from "../../components/genericIconComponent";
 import { Button } from "../../components/ui/button";
 import { Input } from "../../components/ui/input";
@@ -26,6 +27,7 @@ import { useDarkStore } from "../../stores/darkStore";
 import { CodeErrorDataTypeAPI } from "../../types/api";
 import { codeAreaModalPropsType } from "../../types/components";
 import BaseModal from "../baseModal";
+import ConfirmationModal from "../confirmationModal";
 
 export default function CodeAreaModal({
   value,
@@ -47,6 +49,8 @@ export default function CodeAreaModal({
   const [height, setHeight] = useState<string | null>(null);
   const setSuccessData = useAlertStore((state) => state.setSuccessData);
   const setErrorData = useAlertStore((state) => state.setErrorData);
+  const [openConfirmation, setOpenConfirmation] = useState(false);
+  const codeRef = useRef<ReactAce | null>(null);
   const [error, setError] = useState<{
     detail: CodeErrorDataTypeAPI;
   } | null>(null);
@@ -123,10 +127,6 @@ export default function CodeAreaModal({
     }
   }
 
-  function handleClick() {
-    processCode();
-  }
-
   useEffect(() => {
     // Function to be executed after the state changes
     const delayedFunction = setTimeout(() => {
@@ -143,12 +143,36 @@ export default function CodeAreaModal({
     };
   }, [error, setHeight]);
 
+  useEffect(() => {
+    if (!openConfirmation) {
+      codeRef.current?.editor.focus();
+    }
+  }, [openConfirmation]);
+
   useEffect(() => {
     setCode(value);
   }, [value, open]);
 
   return (
-    <BaseModal open={open} setOpen={setOpen}>
+    <BaseModal
+      onEscapeKeyDown={(e) => {
+        e.preventDefault();
+        if (code === value) {
+          setOpen(false);
+        } else {
+          if (
+            !(
+              codeRef.current?.editor.completer.popup &&
+              codeRef.current?.editor.completer.popup.isOpen
+            )
+          ) {
+            setOpenConfirmation(true);
+          }
+        }
+      }}
+      open={open}
+      setOpen={setOpen}
+    >
       <BaseModal.Trigger>{children}</BaseModal.Trigger>
       <BaseModal.Header description={CODE_PROMPT_DIALOG_SUBTITLE}>
         <span className="pr-2"> {EDIT_CODE_TITLE} </span>
@@ -168,6 +192,7 @@ export default function CodeAreaModal({
         <div className="flex h-full w-full flex-col transition-all">
           <div className="h-full w-full">
             <AceEditor
+              ref={codeRef}
               readOnly={readonly}
               value={code}
               mode="python"
@@ -209,7 +234,7 @@ export default function CodeAreaModal({
           <div className="flex h-fit w-full justify-end">
             <Button
               className="mt-3"
-              onClick={handleClick}
+              onClick={processCode}
               type="submit"
               id="checkAndSaveBtn"
               disabled={readonly}
@@ -218,6 +243,28 @@ export default function CodeAreaModal({
             </Button>
           </div>
         </div>
+        <ConfirmationModal
+          onClose={setOpenConfirmation}
+          onEscapeKeyDown={(e) => {
+            e.stopPropagation();
+            setOpenConfirmation(false);
+          }}
+          size="x-small"
+          icon="AlertTriangle"
+          confirmationText="Check & Save"
+          cancelText="Discard Changes"
+          open={openConfirmation}
+          onCancel={() => setOpen(false)}
+          onConfirm={() => {
+            processCode();
+            setOpenConfirmation(false);
+          }}
+          title="Caution"
+        >
+          <ConfirmationModal.Content>
+            <p>Are you sure you want to exit without saving your changes?</p>
+          </ConfirmationModal.Content>
+        </ConfirmationModal>
       </BaseModal.Content>
     </BaseModal>
   );
diff --git a/src/frontend/src/modals/confirmationModal/index.tsx b/src/frontend/src/modals/confirmationModal/index.tsx
index b5fa35b0d594..f1e0c894c364 100644
--- a/src/frontend/src/modals/confirmationModal/index.tsx
+++ b/src/frontend/src/modals/confirmationModal/index.tsx
@@ -1,3 +1,4 @@
+import GenericIconComponent from "@/components/genericIconComponent";
 import React, { useEffect, useState } from "react";
 import ShadTooltip from "../../components/shadTooltipComponent";
 import { Button } from "../../components/ui/button";
@@ -38,12 +39,11 @@ function ConfirmationModal({
   data,
   index,
   onConfirm,
-  size,
   open,
   onClose,
   onCancel,
+  ...props
 }: ConfirmationModalType) {
-  const Icon: any = nodeIconsLucide[icon];
   const [modalOpen, setModalOpen] = useState(open ?? false);
   const [flag, setFlag] = useState(false);
 
@@ -67,12 +67,12 @@ function ConfirmationModal({
   );
 
   return (
-    <BaseModal size={size} open={modalOpen} setOpen={setModalOpen}>
+    <BaseModal {...props} open={open} setOpen={setModalOpen}>
       <BaseModal.Trigger>{triggerChild}</BaseModal.Trigger>
       <BaseModal.Header description={titleHeader ?? null}>
         <span className="pr-2">{title}</span>
-        <Icon
-          name="icon"
+        <GenericIconComponent
+          name={icon}
           className="h-6 w-6 pl-1 text-foreground"
           aria-hidden="true"
         />
diff --git a/src/frontend/src/types/components/index.ts b/src/frontend/src/types/components/index.ts
index e65101ffeeb6..0849589eba65 100644
--- a/src/frontend/src/types/components/index.ts
+++ b/src/frontend/src/types/components/index.ts
@@ -457,6 +457,7 @@ export type ConfirmationModalType = {
     | "large-h-full"
     | "small-h-full"
     | "medium-h-full";
+  onEscapeKeyDown?: (e: KeyboardEvent) => void;
 };
 
 export type UserManagementType = {

From 952ba5eef1a62e9d7f76b0dc69e2df53bf951c3c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=C3=8Dtalo=20Johnny?= <italojohnnydosanjos@gmail.com>
Date: Tue, 13 Aug 2024 10:32:57 -0300
Subject: [PATCH 38/38] feat: centralize global variable management (#3284)

* test: add tests for global variable endpoints

* test: add unit tests variable service

* fix: anticipate checks to prevent the code from breaking

* feat: add a new method to interface

* feat: add method to update fields in variable service

* feat: replace variable api code

* fix: mypy error

* fix: mypy error

* feat(variable): Allow deleting variables by name or ID in DatabaseVariableService.

* refactor(api): Simplify delete method in variable router.

---------

Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
---
 src/backend/base/langflow/api/v1/variable.py  |  90 ++++---
 .../base/langflow/services/variable/base.py   |  13 +-
 .../langflow/services/variable/kubernetes.py  |  16 +-
 .../langflow/services/variable/service.py     |  48 +++-
 .../tests/unit/api/v1/test_variable.py        | 180 ++++++++++++++
 .../unit/services/variable/test_service.py    | 219 ++++++++++++++++++
 6 files changed, 499 insertions(+), 67 deletions(-)
 create mode 100644 src/backend/tests/unit/api/v1/test_variable.py
 create mode 100644 src/backend/tests/unit/services/variable/test_service.py

diff --git a/src/backend/base/langflow/api/v1/variable.py b/src/backend/base/langflow/api/v1/variable.py
index f992c142923b..d8fe33957035 100644
--- a/src/backend/base/langflow/api/v1/variable.py
+++ b/src/backend/base/langflow/api/v1/variable.py
@@ -1,14 +1,15 @@
-from datetime import datetime, timezone
 from uuid import UUID
 
 from fastapi import APIRouter, Depends, HTTPException
-from sqlmodel import Session, select
+from sqlalchemy.exc import NoResultFound
+from sqlmodel import Session
 
-from langflow.services.auth import utils as auth_utils
 from langflow.services.auth.utils import get_current_active_user
 from langflow.services.database.models.user.model import User
-from langflow.services.database.models.variable import Variable, VariableCreate, VariableRead, VariableUpdate
-from langflow.services.deps import get_session, get_settings_service
+from langflow.services.database.models.variable import VariableCreate, VariableRead, VariableUpdate
+from langflow.services.deps import get_session, get_settings_service, get_variable_service
+from langflow.services.variable.base import VariableService
+from langflow.services.variable.service import GENERIC_TYPE, DatabaseVariableService
 
 router = APIRouter(prefix="/variables", tags=["Variables"])
 
@@ -20,36 +21,30 @@ def create_variable(
     variable: VariableCreate,
     current_user: User = Depends(get_current_active_user),
     settings_service=Depends(get_settings_service),
+    variable_service: DatabaseVariableService = Depends(get_variable_service),
 ):
     """Create a new variable."""
     try:
-        # check if variable name already exists
-        variable_exists = session.exec(
-            select(Variable).where(
-                Variable.name == variable.name,
-                Variable.user_id == current_user.id,
-            )
-        ).first()
-        if variable_exists:
-            raise HTTPException(status_code=400, detail="Variable name already exists")
-
-        variable_dict = variable.model_dump()
-        variable_dict["user_id"] = current_user.id
-
-        db_variable = Variable.model_validate(variable_dict)
-        if not db_variable.name and not db_variable.value:
+        if not variable.name and not variable.value:
             raise HTTPException(status_code=400, detail="Variable name and value cannot be empty")
-        elif not db_variable.name:
+
+        if not variable.name:
             raise HTTPException(status_code=400, detail="Variable name cannot be empty")
-        elif not db_variable.value:
+
+        if not variable.value:
             raise HTTPException(status_code=400, detail="Variable value cannot be empty")
-        encrypted = auth_utils.encrypt_api_key(db_variable.value, settings_service=settings_service)
-        db_variable.value = encrypted
-        db_variable.user_id = current_user.id
-        session.add(db_variable)
-        session.commit()
-        session.refresh(db_variable)
-        return db_variable
+
+        if variable.name in variable_service.list_variables(user_id=current_user.id, session=session):
+            raise HTTPException(status_code=400, detail="Variable name already exists")
+
+        return variable_service.create_variable(
+            user_id=current_user.id,
+            name=variable.name,
+            value=variable.value,
+            default_fields=variable.default_fields or [],
+            _type=variable.type or GENERIC_TYPE,
+            session=session,
+        )
     except Exception as e:
         if isinstance(e, HTTPException):
             raise e
@@ -61,11 +56,12 @@ def read_variables(
     *,
     session: Session = Depends(get_session),
     current_user: User = Depends(get_current_active_user),
+    variable_service: DatabaseVariableService = Depends(get_variable_service),
 ):
     """Read all variables."""
     try:
-        variables = session.exec(select(Variable).where(Variable.user_id == current_user.id)).all()
-        return variables
+        return variable_service.get_all(user_id=current_user.id, session=session)
+
     except Exception as e:
         raise HTTPException(status_code=500, detail=str(e)) from e
 
@@ -77,22 +73,19 @@ def update_variable(
     variable_id: UUID,
     variable: VariableUpdate,
     current_user: User = Depends(get_current_active_user),
+    variable_service: DatabaseVariableService = Depends(get_variable_service),
 ):
     """Update a variable."""
     try:
-        db_variable = session.exec(
-            select(Variable).where(Variable.id == variable_id, Variable.user_id == current_user.id)
-        ).first()
-        if not db_variable:
-            raise HTTPException(status_code=404, detail="Variable not found")
-
-        variable_data = variable.model_dump(exclude_unset=True)
-        for key, value in variable_data.items():
-            setattr(db_variable, key, value)
-        db_variable.updated_at = datetime.now(timezone.utc)
-        session.commit()
-        session.refresh(db_variable)
-        return db_variable
+        return variable_service.update_variable_fields(
+            user_id=current_user.id,
+            variable_id=variable_id,
+            variable=variable,
+            session=session,
+        )
+    except NoResultFound:
+        raise HTTPException(status_code=404, detail="Variable not found")
+
     except Exception as e:
         raise HTTPException(status_code=500, detail=str(e)) from e
 
@@ -103,15 +96,10 @@ def delete_variable(
     session: Session = Depends(get_session),
     variable_id: UUID,
     current_user: User = Depends(get_current_active_user),
+    variable_service: VariableService = Depends(get_variable_service),
 ):
     """Delete a variable."""
     try:
-        db_variable = session.exec(
-            select(Variable).where(Variable.id == variable_id, Variable.user_id == current_user.id)
-        ).first()
-        if not db_variable:
-            raise HTTPException(status_code=404, detail="Variable not found")
-        session.delete(db_variable)
-        session.commit()
+        variable_service.delete_variable_by_id(user_id=current_user.id, variable_id=variable_id, session=session)
     except Exception as e:
         raise HTTPException(status_code=500, detail=str(e)) from e
diff --git a/src/backend/base/langflow/services/variable/base.py b/src/backend/base/langflow/services/variable/base.py
index aa7615a6a768..632b03af5ada 100644
--- a/src/backend/base/langflow/services/variable/base.py
+++ b/src/backend/base/langflow/services/variable/base.py
@@ -69,7 +69,7 @@ def update_variable(self, user_id: Union[UUID, str], name: str, value: str, sess
         """
 
     @abc.abstractmethod
-    def delete_variable(self, user_id: Union[UUID, str], name: str, session: Session) -> Variable:
+    def delete_variable(self, user_id: Union[UUID, str], name: str, session: Session) -> None:
         """
         Delete a variable.
 
@@ -82,6 +82,17 @@ def delete_variable(self, user_id: Union[UUID, str], name: str, session: Session
             The deleted variable.
         """
 
+    @abc.abstractmethod
+    def delete_variable_by_id(self, user_id: Union[UUID, str], variable_id: UUID, session: Session) -> None:
+        """
+        Delete a variable by ID.
+
+        Args:
+            user_id: The user ID.
+            variable_id: The ID of the variable.
+            session: The database session.
+        """
+
     @abc.abstractmethod
     def create_variable(
         self,
diff --git a/src/backend/base/langflow/services/variable/kubernetes.py b/src/backend/base/langflow/services/variable/kubernetes.py
index 19c84000b458..62a044d5385d 100644
--- a/src/backend/base/langflow/services/variable/kubernetes.py
+++ b/src/backend/base/langflow/services/variable/kubernetes.py
@@ -2,6 +2,9 @@
 from typing import Optional, Tuple, Union
 from uuid import UUID
 
+from loguru import logger
+from sqlmodel import Session
+
 from langflow.services.auth import utils as auth_utils
 from langflow.services.base import Service
 from langflow.services.database.models.variable.model import Variable, VariableCreate
@@ -9,8 +12,6 @@
 from langflow.services.variable.base import VariableService
 from langflow.services.variable.kubernetes_secrets import KubernetesSecretManager, encode_user_id
 from langflow.services.variable.service import CREDENTIAL_TYPE, GENERIC_TYPE
-from loguru import logger
-from sqlmodel import Session
 
 
 class KubernetesSecretService(VariableService, Service):
@@ -110,17 +111,16 @@ def update_variable(
         secret_key, _ = self.resolve_variable(secret_name, user_id, name)
         return self.kubernetes_secrets.update_secret(name=secret_name, data={secret_key: value})
 
-    def delete_variable(
-        self,
-        user_id: Union[UUID, str],
-        name: str,
-        _session: Session,
-    ):
+    def delete_variable(self, user_id: Union[UUID, str], name: str, _session: Session) -> None:
         secret_name = encode_user_id(user_id)
+
         secret_key, _ = self.resolve_variable(secret_name, user_id, name)
         self.kubernetes_secrets.delete_secret_key(name=secret_name, key=secret_key)
         return
 
+    def delete_variable_by_id(self, user_id: Union[UUID, str], variable_id: UUID | str, _session: Session) -> None:
+        self.delete_variable(user_id, _session, str(variable_id))
+
     def create_variable(
         self,
         user_id: Union[UUID, str],
diff --git a/src/backend/base/langflow/services/variable/service.py b/src/backend/base/langflow/services/variable/service.py
index da77043a85df..740ff4f1ab5d 100644
--- a/src/backend/base/langflow/services/variable/service.py
+++ b/src/backend/base/langflow/services/variable/service.py
@@ -1,4 +1,5 @@
 import os
+from datetime import datetime, timezone
 from typing import TYPE_CHECKING, Optional, Union
 from uuid import UUID
 
@@ -8,7 +9,7 @@
 
 from langflow.services.auth import utils as auth_utils
 from langflow.services.base import Service
-from langflow.services.database.models.variable.model import Variable, VariableCreate
+from langflow.services.database.models.variable.model import Variable, VariableCreate, VariableUpdate
 from langflow.services.deps import get_session
 from langflow.services.variable.base import VariableService
 
@@ -76,6 +77,9 @@ def get_variable(
         # credential = session.query(Variable).filter(Variable.user_id == user_id, Variable.name == name).first()
         variable = session.exec(select(Variable).where(Variable.user_id == user_id, Variable.name == name)).first()
 
+        if not variable or not variable.value:
+            raise ValueError(f"{name} variable not found.")
+
         if variable.type == CREDENTIAL_TYPE and field == "session_id":  # type: ignore
             raise TypeError(
                 f"variable {name} of type 'Credential' cannot be used in a Session ID field "
@@ -83,14 +87,15 @@ def get_variable(
             )
 
         # we decrypt the value
-        if not variable or not variable.value:
-            raise ValueError(f"{name} variable not found.")
         decrypted = auth_utils.decrypt_api_key(variable.value, settings_service=self.settings_service)
         return decrypted
 
+    def get_all(self, user_id: Union[UUID, str], session: Session = Depends(get_session)) -> list[Optional[Variable]]:
+        return list(session.exec(select(Variable).where(Variable.user_id == user_id)).all())
+
     def list_variables(self, user_id: Union[UUID, str], session: Session = Depends(get_session)) -> list[Optional[str]]:
-        variables = session.exec(select(Variable).where(Variable.user_id == user_id)).all()
-        return [variable.name for variable in variables]
+        variables = self.get_all(user_id=user_id, session=session)
+        return [variable.name for variable in variables if variable]
 
     def update_variable(
         self,
@@ -109,18 +114,47 @@ def update_variable(
         session.refresh(variable)
         return variable
 
+    def update_variable_fields(
+        self,
+        user_id: Union[UUID, str],
+        variable_id: Union[UUID, str],
+        variable: VariableUpdate,
+        session: Session = Depends(get_session),
+    ):
+        query = select(Variable).where(Variable.id == variable_id, Variable.user_id == user_id)
+        db_variable = session.exec(query).one()
+
+        variable_data = variable.model_dump(exclude_unset=True)
+        for key, value in variable_data.items():
+            setattr(db_variable, key, value)
+        db_variable.updated_at = datetime.now(timezone.utc)
+        encrypted = auth_utils.encrypt_api_key(db_variable.value, settings_service=self.settings_service)
+        variable.value = encrypted
+
+        session.add(db_variable)
+        session.commit()
+        session.refresh(db_variable)
+        return db_variable
+
     def delete_variable(
         self,
         user_id: Union[UUID, str],
         name: str,
         session: Session = Depends(get_session),
     ):
-        variable = session.exec(select(Variable).where(Variable.user_id == user_id, Variable.name == name)).first()
+        stmt = select(Variable).where(Variable.user_id == user_id).where(Variable.name == name)
+        variable = session.exec(stmt).first()
         if not variable:
             raise ValueError(f"{name} variable not found.")
         session.delete(variable)
         session.commit()
-        return variable
+
+    def delete_variable_by_id(self, user_id: Union[UUID, str], variable_id: UUID, session: Session):
+        variable = session.exec(select(Variable).where(Variable.user_id == user_id, Variable.id == variable_id)).first()
+        if not variable:
+            raise ValueError(f"{variable_id} variable not found.")
+        session.delete(variable)
+        session.commit()
 
     def create_variable(
         self,
diff --git a/src/backend/tests/unit/api/v1/test_variable.py b/src/backend/tests/unit/api/v1/test_variable.py
new file mode 100644
index 000000000000..4445e7b10a8f
--- /dev/null
+++ b/src/backend/tests/unit/api/v1/test_variable.py
@@ -0,0 +1,180 @@
+import pytest
+from uuid import uuid4
+from unittest import mock
+
+from fastapi import status, HTTPException
+
+
+@pytest.fixture
+def body():
+    return {
+        "name": "test_variable",
+        "value": "test_value",
+        "type": "test_type",
+        "default_fields": ["test_field"],
+    }
+
+
+def test_create_variable(client, body, active_user, logged_in_headers):
+    response = client.post("api/v1/variables", json=body, headers=logged_in_headers)
+    result = response.json()
+
+    assert status.HTTP_201_CREATED == response.status_code
+    assert body["name"] == result["name"]
+    assert body["type"] == result["type"]
+    assert body["default_fields"] == result["default_fields"]
+    assert "id" in result.keys()
+    assert "value" not in result.keys()
+
+
+def test_create_variable__variable_name_alread_exists(client, body, active_user, logged_in_headers):
+    client.post("api/v1/variables", json=body, headers=logged_in_headers)
+
+    response = client.post("api/v1/variables", json=body, headers=logged_in_headers)
+    result = response.json()
+
+    assert status.HTTP_400_BAD_REQUEST == response.status_code
+    assert "Variable name already exists" in result["detail"]
+
+
+def test_create_variable__variable_name_and_value_cannot_be_empty(client, body, active_user, logged_in_headers):
+    body["name"] = ""
+    body["value"] = ""
+
+    response = client.post("api/v1/variables", json=body, headers=logged_in_headers)
+    result = response.json()
+
+    assert status.HTTP_400_BAD_REQUEST == response.status_code
+    assert "Variable name and value cannot be empty" in result["detail"]
+
+
+def test_create_variable__variable_name_cannot_be_empty(client, body, active_user, logged_in_headers):
+    body["name"] = ""
+
+    response = client.post("api/v1/variables", json=body, headers=logged_in_headers)
+    result = response.json()
+
+    assert status.HTTP_400_BAD_REQUEST == response.status_code
+    assert "Variable name cannot be empty" in result["detail"]
+
+
+def test_create_variable__variable_value_cannot_be_empty(client, body, active_user, logged_in_headers):
+    body["value"] = ""
+
+    response = client.post("api/v1/variables", json=body, headers=logged_in_headers)
+    result = response.json()
+
+    assert status.HTTP_400_BAD_REQUEST == response.status_code
+    assert "Variable value cannot be empty" in result["detail"]
+
+
+def test_create_variable__HTTPException(client, body, active_user, logged_in_headers):
+    status_code = 418
+    generic_message = "I'm a teapot"
+
+    with mock.patch("langflow.services.auth.utils.encrypt_api_key") as m:
+        m.side_effect = HTTPException(status_code=status_code, detail=generic_message)
+        response = client.post("api/v1/variables", json=body, headers=logged_in_headers)
+        result = response.json()
+
+        assert status.HTTP_418_IM_A_TEAPOT == response.status_code
+        assert generic_message in result["detail"]
+
+
+def test_create_variable__Exception(client, body, active_user, logged_in_headers):
+    generic_message = "Generic error message"
+
+    with mock.patch("langflow.services.auth.utils.encrypt_api_key") as m:
+        m.side_effect = Exception(generic_message)
+        response = client.post("api/v1/variables", json=body, headers=logged_in_headers)
+        result = response.json()
+
+        assert status.HTTP_500_INTERNAL_SERVER_ERROR == response.status_code
+        assert generic_message in result["detail"]
+
+
+def test_read_variables(client, body, active_user, logged_in_headers):
+    names = ["test_variable1", "test_variable2", "test_variable3"]
+    for name in names:
+        body["name"] = name
+        client.post("api/v1/variables", json=body, headers=logged_in_headers)
+
+    response = client.get("api/v1/variables", headers=logged_in_headers)
+    result = response.json()
+
+    assert status.HTTP_200_OK == response.status_code
+    assert all(name in [r["name"] for r in result] for name in names)
+
+
+def test_read_variables__empty(client, active_user, logged_in_headers):
+    all_variables = client.get("api/v1/variables", headers=logged_in_headers).json()
+    for variable in all_variables:
+        client.delete(f"api/v1/variables/{variable.get('id')}", headers=logged_in_headers)
+
+    response = client.get("api/v1/variables", headers=logged_in_headers)
+    result = response.json()
+
+    assert status.HTTP_200_OK == response.status_code
+    assert [] == result
+
+
+def test_read_variables__(client, active_user, logged_in_headers):  # TODO check if this is correct
+    generic_message = "Generic error message"
+
+    with pytest.raises(Exception) as exc:
+        with mock.patch("sqlmodel.Session.exec") as m:
+            m.side_effect = Exception(generic_message)
+
+            response = client.get("api/v1/variables", headers=logged_in_headers)
+            result = response.json()
+
+            assert status.HTTP_500_INTERNAL_SERVER_ERROR == response.status_code
+            assert generic_message in result["detail"]
+
+    assert generic_message in str(exc.value)
+
+
+def test_update_variable(client, body, active_user, logged_in_headers):
+    saved = client.post("api/v1/variables", json=body, headers=logged_in_headers).json()
+    body["id"] = saved.get("id")
+    body["name"] = "new_name"
+    body["value"] = "new_value"
+    body["type"] = "new_type"
+    body["default_fields"] = ["new_field"]
+
+    response = client.patch(f"api/v1/variables/{saved.get('id')}", json=body, headers=logged_in_headers)
+    result = response.json()
+
+    assert status.HTTP_200_OK == response.status_code
+    assert saved["id"] == result["id"]
+    assert saved["name"] != result["name"]
+    # assert saved["type"] != result["type"]  # TODO check if this is correct
+    assert saved["default_fields"] != result["default_fields"]
+
+
+def test_update_variable__Exception(client, body, active_user, logged_in_headers):
+    wrong_id = uuid4()
+    body["id"] = str(wrong_id)
+
+    response = client.patch(f"api/v1/variables/{wrong_id}", json=body, headers=logged_in_headers)
+    result = response.json()
+
+    # assert status.HTTP_404_NOT_FOUND == response.status_code  # TODO check if this is correct
+    assert "Variable not found" in result["detail"]
+
+
+def test_delete_variable(client, body, active_user, logged_in_headers):
+    saved = client.post("api/v1/variables", json=body, headers=logged_in_headers).json()
+
+    response = client.delete(f"api/v1/variables/{saved.get('id')}", headers=logged_in_headers)
+
+    assert status.HTTP_204_NO_CONTENT == response.status_code
+
+
+def test_delete_variable__Exception(client, active_user, logged_in_headers):
+    wrong_id = uuid4()
+
+    response = client.delete(f"api/v1/variables/{wrong_id}", headers=logged_in_headers)
+
+    # assert status.HTTP_404_NOT_FOUND == response.status_code  # TODO check if this is correct
+    assert status.HTTP_500_INTERNAL_SERVER_ERROR == response.status_code
diff --git a/src/backend/tests/unit/services/variable/test_service.py b/src/backend/tests/unit/services/variable/test_service.py
new file mode 100644
index 000000000000..84d7479074cf
--- /dev/null
+++ b/src/backend/tests/unit/services/variable/test_service.py
@@ -0,0 +1,219 @@
+from langflow.services.database.models.variable.model import VariableUpdate
+import pytest
+from unittest.mock import patch
+from uuid import uuid4
+from datetime import datetime
+from sqlmodel import SQLModel, Session, create_engine
+from langflow.services.deps import get_settings_service
+from langflow.services.variable.service import GENERIC_TYPE, CREDENTIAL_TYPE, DatabaseVariableService
+
+
+@pytest.fixture
+def client():
+    pass
+
+
+@pytest.fixture
+def service():
+    settings_service = get_settings_service()
+    return DatabaseVariableService(settings_service)
+
+
+@pytest.fixture
+def session():
+    engine = create_engine("sqlite:///:memory:")
+    SQLModel.metadata.create_all(engine)
+    with Session(engine) as session:
+        yield session
+
+
+def test_initialize_user_variables__donkey(service, session):
+    user_id = uuid4()
+    name = "OPENAI_API_KEY"
+    value = "donkey"
+    service.initialize_user_variables(user_id, session=session)
+    result = service.create_variable(user_id, "OPENAI_API_KEY", "donkey", session=session)
+    new_service = DatabaseVariableService(get_settings_service())
+    new_service.initialize_user_variables(user_id, session=session)
+
+    result = new_service.get_variable(user_id, name, "", session=session)
+
+    assert result != value
+
+
+def test_initialize_user_variables__not_found_variable(service, session):
+    with patch("langflow.services.variable.service.DatabaseVariableService.create_variable") as m:
+        m.side_effect = Exception()
+        service.initialize_user_variables(uuid4(), session=session)
+
+    assert True
+
+
+def test_initialize_user_variables__skipping_environment_variable_storage(service, session):
+    service.settings_service.settings.store_environment_variables = False
+    service.initialize_user_variables(uuid4(), session=session)
+    assert True
+
+
+def test_get_variable(service, session):
+    user_id = uuid4()
+    name = "name"
+    value = "value"
+    field = ""
+    service.create_variable(user_id, name, value, session=session)
+
+    result = service.get_variable(user_id, name, field, session=session)
+
+    assert result == value
+
+
+def test_get_variable__ValueError(service, session):
+    user_id = uuid4()
+    name = "name"
+    field = ""
+
+    with pytest.raises(ValueError) as exc:
+        service.get_variable(user_id, name, field, session)
+
+    assert name in str(exc.value)
+    assert "variable not found" in str(exc.value)
+
+
+def test_get_variable__TypeError(service, session):
+    user_id = uuid4()
+    name = "name"
+    value = "value"
+    field = "session_id"
+    _type = CREDENTIAL_TYPE
+    service.create_variable(user_id, name, value, _type=_type, session=session)
+
+    with pytest.raises(TypeError) as exc:
+        service.get_variable(user_id, name, field, session)
+
+    assert name in str(exc.value)
+    assert "purpose is to prevent the exposure of value" in str(exc.value)
+
+
+def test_list_variables(service, session):
+    user_id = uuid4()
+    names = ["name1", "name2", "name3"]
+    value = "value"
+    for name in names:
+        service.create_variable(user_id, name, value, session=session)
+
+    result = service.list_variables(user_id, session=session)
+
+    assert all(name in result for name in names)
+
+
+def test_list_variables__empty(service, session):
+    result = service.list_variables(uuid4(), session=session)
+
+    assert not result
+    assert isinstance(result, list)
+
+
+def test_update_variable(service, session):
+    user_id = uuid4()
+    name = "name"
+    old_value = "old_value"
+    new_value = "new_value"
+    field = ""
+    service.create_variable(user_id, name, old_value, session=session)
+
+    old_recovered = service.get_variable(user_id, name, field, session=session)
+    result = service.update_variable(user_id, name, new_value, session=session)
+    new_recovered = service.get_variable(user_id, name, field, session=session)
+
+    assert old_value == old_recovered
+    assert new_value == new_recovered
+    assert result.user_id == user_id
+    assert result.name == name
+    assert result.value != old_value
+    assert result.value != new_value
+    assert result.default_fields == []
+    assert result.type == GENERIC_TYPE
+    assert isinstance(result.created_at, datetime)
+    assert isinstance(result.updated_at, datetime)
+
+
+def test_update_variable__ValueError(service, session):
+    user_id = uuid4()
+    name = "name"
+    value = "value"
+
+    with pytest.raises(ValueError) as exc:
+        service.update_variable(user_id, name, value, session=session)
+
+    assert name in str(exc.value)
+    assert "variable not found" in str(exc.value)
+
+
+def test_update_variable_fields(service, session):
+    user_id = uuid4()
+    variable = service.create_variable(user_id, "old_name", "old_value", session=session)
+    saved = variable.model_dump()
+    variable = VariableUpdate(**saved)
+    variable.name = "new_name"
+    variable.value = "new_value"
+    variable.default_fields = ["new_field"]
+
+    result = service.update_variable_fields(
+        user_id=user_id,
+        variable_id=saved.get("id"),
+        variable=variable,
+        session=session,
+    )
+
+    assert saved.get("id") == result.id
+    assert saved.get("user_id") == result.user_id
+    assert saved.get("name") != result.name
+    assert saved.get("value") != result.value
+    assert saved.get("default_fields") != result.default_fields
+    assert saved.get("type") == result.type
+    assert saved.get("created_at") == result.created_at
+    assert saved.get("updated_at") != result.updated_at
+
+
+def test_delete_variable(service, session):
+    user_id = uuid4()
+    name = "name"
+    value = "value"
+    field = ""
+
+    saved = service.create_variable(user_id, name, value, session=session)
+    recovered = service.get_variable(user_id, name, field, session=session)
+    service.delete_variable(user_id, name, session=session)
+    with pytest.raises(ValueError) as exc:
+        service.get_variable(user_id, name, field, session)
+
+    assert recovered == value
+    assert name in str(exc.value)
+    assert "variable not found" in str(exc.value)
+
+
+def test_delete_variable__ValueError(service, session):
+    user_id = uuid4()
+    name = "name"
+
+    with pytest.raises(ValueError) as exc:
+        service.delete_variable(user_id, name, session=session)
+
+    assert name in str(exc.value)
+    assert "variable not found" in str(exc.value)
+
+
+def test_create_variable(service, session):
+    user_id = uuid4()
+    name = "name"
+    value = "value"
+
+    result = service.create_variable(user_id, name, value, session=session)
+
+    assert result.user_id == user_id
+    assert result.name == name
+    assert result.value != value
+    assert result.default_fields == []
+    assert result.type == GENERIC_TYPE
+    assert isinstance(result.created_at, datetime)
+    assert isinstance(result.updated_at, datetime)