diff --git a/poetry.lock b/poetry.lock
index d6ce6c5a7..083cc0799 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -167,13 +167,13 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.15.1"
+version = "0.21.1"
 description = "The official Python library for the anthropic API"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "anthropic-0.15.1-py3-none-any.whl", hash = "sha256:50344141ba12580dac829acc1a6921905e975393cca16c99b796a63903e997b9"},
-    {file = "anthropic-0.15.1.tar.gz", hash = "sha256:f188037c09a86c993196967a7c4ca7b0c30a7f51b261a9360528b5104069c088"},
+    {file = "anthropic-0.21.1-py3-none-any.whl", hash = "sha256:31f9216221c60494089267fa60e8d50bed34b4e8bc7d691c9212967be08b952a"},
+    {file = "anthropic-0.21.1.tar.gz", hash = "sha256:821fdbe3e65f1d1089f58646c0f724aff15e584942c15d8f7d60f09ecccc6e62"},
 ]
 
 [package.dependencies]
@@ -224,13 +224,13 @@ files = [
 
 [[package]]
 name = "asgiref"
-version = "3.7.2"
+version = "3.8.0"
 description = "ASGI specs, helper code, and adapters"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "asgiref-3.7.2-py3-none-any.whl", hash = "sha256:89b2ef2247e3b562a16eef663bc0e2e703ec6468e2fa8a5cd61cd449786d4f6e"},
-    {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"},
+    {file = "asgiref-3.8.0-py3-none-any.whl", hash = "sha256:30fc07797ad71a0abb8fe34aa03c8043308a8389abc7942d797ea9911540bc28"},
+    {file = "asgiref-3.8.0.tar.gz", hash = "sha256:ec75d9d0f04e2dbfedef1f20ee73a6594af80c333df47cdd31f37e6701f7c53a"},
 ]
 
 [package.dependencies]
@@ -418,17 +418,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.34.59"
+version = "1.34.67"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.59-py3-none-any.whl", hash = "sha256:004e67b078be58d34469406f93cc8b95bc43becef4bbe44523a0b8e51f84c668"},
-    {file = "boto3-1.34.59.tar.gz", hash = "sha256:162edf182e53c198137a28432a626dba103f787a8f5000ed4758b73ccd203fa0"},
+    {file = "boto3-1.34.67-py3-none-any.whl", hash = "sha256:473febdf2606cf36f14c470dc3ff1b986efac15f69e37eb0fd728d42749065dd"},
+    {file = "boto3-1.34.67.tar.gz", hash = "sha256:950161d438ae1bf31374f04175e5f2624a5de8109674ff80f4de5d962313072a"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.59,<1.35.0"
+botocore = ">=1.34.67,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -437,22 +437,19 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.59"
+version = "1.34.67"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.59-py3-none-any.whl", hash = "sha256:4bc112dafb1679ab571117593f7656604726a3da0e5ae5bad00ea772fa40e75c"},
-    {file = "botocore-1.34.59.tar.gz", hash = "sha256:24edb4d21d7c97dea0c6c4a80d36b3809b1443a30b0bd5e317d6c319dfac823f"},
+    {file = "botocore-1.34.67-py3-none-any.whl", hash = "sha256:56002d7c046ec134811dd079469692ab82919c9840ea4e1c1c373a1d228e37ae"},
+    {file = "botocore-1.34.67.tar.gz", hash = "sha256:fc094c055a6ac151820a4d8e28f7b30d03e02695ce180527520a5e219b14e8a1"},
 ]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = [
-    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
-    {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""},
-]
+urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
 crt = ["awscrt (==0.19.19)"]
@@ -928,6 +925,58 @@ typer = ">=0.9.0"
 typing-extensions = ">=4.5.0"
 uvicorn = {version = ">=0.18.3", extras = ["standard"]}
 
+[[package]]
+name = "clevercsv"
+version = "0.8.2"
+description = "A Python package for handling messy CSV files"
+optional = false
+python-versions = ">=3.8.0"
+files = [
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+    {file = "clevercsv-0.8.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7a65d9722303e3db439124418ee312fcab6a75897175842690eae94bdf51b72b"},
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+    {file = "clevercsv-0.8.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f9514a169270fd095827698d1d5d80a8a3785f600441a11fb3a469ad5209eeb"},
+    {file = "clevercsv-0.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:850f9c112377a73b0bac093df45b846513d34509ba3774fe04061ba4a4afca92"},
+    {file = "clevercsv-0.8.2.tar.gz", hash = "sha256:fac1b9671bd77e7835f5fe22898df88b1a11cfd924ff71fc2d0f066065dea940"},
+]
+
+[package.dependencies]
+chardet = ">=3.0"
+packaging = ">=23.0"
+regex = ">=2018.11"
+
+[package.extras]
+dev = ["faust-cchardet (>=2.1.18)", "furo", "green", "m2r2", "pandas (>=1.0.0)", "pytest (>=2.6)", "sphinx", "tabview (>=1.4)", "termcolor", "wilderness (>=0.1.5)"]
+docs = ["furo", "m2r2", "sphinx"]
+full = ["faust-cchardet (>=2.1.18)", "pandas (>=1.0.0)", "tabview (>=1.4)", "wilderness (>=0.1.5)"]
+precommit = ["wilderness (>=0.1.5)"]
+tests = ["faust-cchardet (>=2.1.18)", "pandas (>=1.0.0)", "tabview (>=1.4)", "wilderness (>=0.1.5)"]
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -993,13 +1042,13 @@ testing = ["pytest (>=7.2.1)", "pytest-cov (>=4.0.0)", "tox (>=4.4.3)"]
 
 [[package]]
 name = "cohere"
-version = "4.53"
+version = "4.57"
 description = "Python SDK for the Cohere API"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "cohere-4.53-py3-none-any.whl", hash = "sha256:ecee9ac80f87b66b85237cdea23c1de8a3d9980c0cd0bf205145b821c4c52c96"},
-    {file = "cohere-4.53.tar.gz", hash = "sha256:292afe75d0a1d3e5a201bd26f0610980e252d02aca6e589b8b319081890b0754"},
+    {file = "cohere-4.57-py3-none-any.whl", hash = "sha256:479bdea81ae119e53f671f1ae808fcff9df88211780525d7ef2f7b99dfb32e59"},
+    {file = "cohere-4.57.tar.gz", hash = "sha256:71ace0204a92d1a2a8d4b949b88b353b4f22fc645486851924284cc5a0eb700d"},
 ]
 
 [package.dependencies]
@@ -1068,13 +1117,13 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "comm"
-version = "0.2.1"
+version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "comm-0.2.1-py3-none-any.whl", hash = "sha256:87928485c0dfc0e7976fd89fc1e187023cf587e7c353e4a9b417555b44adf021"},
-    {file = "comm-0.2.1.tar.gz", hash = "sha256:0bc91edae1344d39d3661dcbc36937181fdaddb304790458f8b044dbc064b89a"},
+    {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
+    {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
 ]
 
 [package.dependencies]
@@ -1110,63 +1159,63 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "coverage"
-version = "7.4.3"
+version = "7.4.4"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
 toml = ["tomli"]
 
+[[package]]
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+
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+
 [[package]]
 name = "cryptography"
 version = "42.0.5"
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 cli = ["click (==8.1.3)", "pyyaml (==6.0.1)"]
 optimize = ["orjson"]
 
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+]
+
 [[package]]
 name = "deprecated"
 version = "1.2.14"
@@ -1778,18 +1865,15 @@ numpy = "*"
 
 [[package]]
 name = "fake-useragent"
-version = "1.4.0"
+version = "1.5.1"
 description = "Up-to-date simple useragent faker with real world database"
 optional = false
 python-versions = "*"
 files = [
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-importlib-resources = {version = ">=5.0", markers = "python_version < \"3.10\""}
-
 [[package]]
 name = "fastapi"
 version = "0.109.2"
@@ -1884,17 +1968,17 @@ files = [
 
 [[package]]
 name = "flaml"
-version = "2.1.1"
+version = "2.1.2"
 description = "A fast library for automated machine learning and tuning"
 optional = false
 python-versions = ">=3.6"
 files = [
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-NumPy = ">=1.17.0rc1"
+NumPy = ">=1.17"
 
 [package.extras]
 autogen = ["diskcache", "openai (==0.27.8)", "termcolor"]
@@ -1913,9 +1997,9 @@ notebook = ["jupyter"]
 openai = ["diskcache", "openai (==0.27.8)"]
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 retrievechat = ["chromadb", "diskcache", "openai (==0.27.8)", "sentence-transformers", "termcolor", "tiktoken"]
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+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)"]
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 vw = ["scikit-learn", "vowpalwabbit (>=8.10.0,<9.0.0)"]
 
@@ -1933,7 +2017,6 @@ files = [
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 click = ">=8.1.3"
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 itsdangerous = ">=2.1.2"
 Jinja2 = ">=3.1.2"
 Werkzeug = ">=3.0.0"
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 [[package]]
 name = "geventhttpclient"
-version = "2.0.11"
+version = "2.0.12"
 description = "http client library for gevent"
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 python-versions = "*"
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 [package.dependencies]
@@ -2373,13 +2456,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.121.0"
+version = "2.122.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2391,13 +2474,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.28.2"
+version = "2.29.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2463,13 +2546,13 @@ requests = "*"
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.62.0"
+version = "1.63.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
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 ]
 
+[[package]]
+name = "ijson"
+version = "3.2.3"
+description = "Iterative JSON parser with standard Python iterator interfaces"
+optional = false
+python-versions = "*"
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 version = "6.11.0"
@@ -2983,18 +3164,15 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
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-
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+[[package]]
+name = "instructor"
+version = "0.5.2"
+description = "structured outputs for llm"
+optional = false
+python-versions = ">=3.10,<4.0"
+files = [
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+]
+
+[package.dependencies]
+aiohttp = ">=3.9.1,<4.0.0"
+docstring-parser = ">=0.15,<0.16"
+openai = ">=1.1.0,<2.0.0"
+pydantic = ">=2.0.2,<3.0.0"
+rich = ">=13.7.0,<14.0.0"
+tenacity = ">=8.2.3,<9.0.0"
+typer = ">=0.9.0,<0.10.0"
+
 [[package]]
 name = "ipykernel"
 version = "6.29.3"
@@ -3045,13 +3243,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.18.1"
+version = "8.22.2"
 description = "IPython: Productive Interactive Computing"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
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 [package.dependencies]
@@ -3060,25 +3258,24 @@ decorator = "*"
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 jedi = ">=0.16"
 matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
 prompt-toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
-traitlets = ">=5"
-typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
+traitlets = ">=5.13.0"
 
 [package.extras]
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+all = ["ipython[black,doc,kernel,nbconvert,nbformat,notebook,parallel,qtconsole,terminal]", "ipython[test,test-extra]"]
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-doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "stack-data", "typing-extensions"]
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 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
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+test = ["pickleshare", "pytest (<8)", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
 
 [[package]]
 name = "itsdangerous"
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 python-dateutil = ">=2.8.2"
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+    {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
 ]
 
 [package.dependencies]
@@ -3308,7 +3504,7 @@ traitlets = ">=5.3"
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "kombu"
@@ -3323,7 +3519,6 @@ files = [
 
 [package.dependencies]
 amqp = ">=5.1.1,<6.0.0"
-typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 vine = "*"
 
 [package.extras]
@@ -3371,13 +3566,13 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "langchain"
-version = "0.1.11"
+version = "0.1.13"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.1.11-py3-none-any.whl", hash = "sha256:b5e678ac50d85370b9bc28f2c97ad5f029aac1c0cca79cac9354adf72741bc6e"},
-    {file = "langchain-0.1.11.tar.gz", hash = "sha256:03f08cae7cd3f341c54f1042b3fe24d88f39eba7b7eda942735d8ced13fe6da9"},
+    {file = "langchain-0.1.13-py3-none-any.whl", hash = "sha256:c87657021b777d6b07e55be379a28660a1cd148c31593569869dd6b0b4cab945"},
+    {file = "langchain-0.1.13.tar.gz", hash = "sha256:db330aa79c33501cb1ed97ff465f7645813eaa6cfd742c61e19c2d48e4aaba18"},
 ]
 
 [package.dependencies]
@@ -3385,8 +3580,8 @@ aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.7"
 jsonpatch = ">=1.33,<2.0"
-langchain-community = ">=0.0.25,<0.1"
-langchain-core = ">=0.1.29,<0.2"
+langchain-community = ">=0.0.29,<0.1"
+langchain-core = ">=0.1.33,<0.2.0"
 langchain-text-splitters = ">=0.0.1,<0.1"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = ">=1,<2"
@@ -3411,20 +3606,36 @@ qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
-name = "langchain-community"
-version = "0.0.27"
-description = "Community contributed LangChain integrations."
+name = "langchain-anthropic"
+version = "0.1.4"
+description = "An integration package connecting AnthropicMessages and LangChain"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain_community-0.0.27-py3-none-any.whl", hash = "sha256:377a7429580a71d909012df5aae538d295fa6f21bc479e5dac6fd1589762b3ab"},
-    {file = "langchain_community-0.0.27.tar.gz", hash = "sha256:266dffbd4c1666db1889cad953fa5102d4debff782335353b6d78636a761778d"},
+    {file = "langchain_anthropic-0.1.4-py3-none-any.whl", hash = "sha256:9b3e28c1c0f7a502495b240c6c015d7fc57d04fb381fae389ecdce8847de5777"},
+    {file = "langchain_anthropic-0.1.4.tar.gz", hash = "sha256:d772f7111335953d23393cac8173a0a1ee65b5fe0dc137c6b7a6db2a06fbcac4"},
+]
+
+[package.dependencies]
+anthropic = ">=0.17.0,<1"
+defusedxml = ">=0.7.1,<0.8.0"
+langchain-core = ">=0.1,<0.2"
+
+[[package]]
+name = "langchain-community"
+version = "0.0.29"
+description = "Community contributed LangChain integrations."
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
+    {file = "langchain_community-0.0.29-py3-none-any.whl", hash = "sha256:1652dddf257089b7b5066974b636262b4a5b680339f4539be133b14ae351e67d"},
+    {file = "langchain_community-0.0.29.tar.gz", hash = "sha256:d88107fafa9fe2c5733da9630c68d9ee51cd33b1c88a4950e7a2d9a38f7e7aa3"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain-core = ">=0.1.30,<0.2.0"
+langchain-core = ">=0.1.33,<0.2.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = ">=1,<2"
 PyYAML = ">=5.3"
@@ -3434,17 +3645,17 @@ tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
 cli = ["typer (>=0.9.0,<0.10.0)"]
-extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cloudpickle (>=2.0.0)", "cohere (>=4,<5)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "elasticsearch (>=8.12.0,<9.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "gradientai (>=1.4.0,<2.0.0)", "hdbcli (>=2.19.21,<3.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "httpx (>=0.24.1,<0.25.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml (>=4.9.2,<5.0.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "nvidia-riva-client (>=2.14.0,<3.0.0)", "oci (>=2.119.1,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "oracle-ads (>=2.9.1,<3.0.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "tree-sitter (>=0.20.2,<0.21.0)", "tree-sitter-languages (>=1.8.0,<2.0.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)", "zhipuai (>=1.0.7,<2.0.0)"]
+extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cloudpickle (>=2.0.0)", "cohere (>=4,<5)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "elasticsearch (>=8.12.0,<9.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "friendli-client (>=1.2.4,<2.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "gradientai (>=1.4.0,<2.0.0)", "hdbcli (>=2.19.21,<3.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "httpx (>=0.24.1,<0.25.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml (>=4.9.2,<5.0.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "nvidia-riva-client (>=2.14.0,<3.0.0)", "oci (>=2.119.1,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "oracle-ads (>=2.9.1,<3.0.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "tidb-vector (>=0.0.3,<1.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "tree-sitter (>=0.20.2,<0.21.0)", "tree-sitter-languages (>=1.8.0,<2.0.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)", "zhipuai (>=1.0.7,<2.0.0)"]
 
 [[package]]
 name = "langchain-core"
-version = "0.1.30"
+version = "0.1.33"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.1.30-py3-none-any.whl", hash = "sha256:c9643505e41d25ba8f20a2e8bf083d0f0d50b9a098d901511fff8df79f831ada"},
-    {file = "langchain_core-0.1.30.tar.gz", hash = "sha256:e13a016e55e7f082ff3eeeda2d0cb505b89a8830e3a23c1d134d0a89d7871894"},
+    {file = "langchain_core-0.1.33-py3-none-any.whl", hash = "sha256:cee7fbab114c74b7279a92c8a376b40344b0fa3d0f0af3143a858e3b7485bf13"},
+    {file = "langchain_core-0.1.33.tar.gz", hash = "sha256:545eff3de83cc58231bd2b0c6d672323fc2077b94d326ba1a3219118af1d1a66"},
 ]
 
 [package.dependencies]
@@ -3462,18 +3673,18 @@ extended-testing = ["jinja2 (>=3,<4)"]
 
 [[package]]
 name = "langchain-experimental"
-version = "0.0.53"
+version = "0.0.55"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_experimental-0.0.53-py3-none-any.whl", hash = "sha256:0e086d163891c7781f61d01739e37a7230fd68dfd73a12e81aa4506f82338956"},
-    {file = "langchain_experimental-0.0.53.tar.gz", hash = "sha256:f8c1df800e70e7f8d7b969d2bf4c0188d183036a8707105ba469e25f44ec7b2f"},
+    {file = "langchain_experimental-0.0.55-py3-none-any.whl", hash = "sha256:1b6b47689a4d21f81fac5ce3e968914bf7cafb70a14695404a0a67585114e09f"},
+    {file = "langchain_experimental-0.0.55.tar.gz", hash = "sha256:8338a5e31b3dce8b072ddbdc1dda7765d864505478923e98681a93ae2555c237"},
 ]
 
 [package.dependencies]
-langchain = ">=0.1.8,<0.2.0"
-langchain-core = ">=0.1.27,<0.2.0"
+langchain = ">=0.1.13,<0.2.0"
+langchain-core = ">=0.1.33,<0.2.0"
 
 [package.extras]
 extended-testing = ["faker (>=19.3.1,<20.0.0)", "jinja2 (>=3,<4)", "pandas (>=2.0.1,<3.0.0)", "presidio-analyzer (>=2.2.352,<3.0.0)", "presidio-anonymizer (>=2.2.352,<3.0.0)", "sentence-transformers (>=2,<3)", "tabulate (>=0.9.0,<0.10.0)", "vowpal-wabbit-next (==0.6.0)"]
@@ -3498,20 +3709,20 @@ images = ["pillow (>=10.1.0,<11.0.0)"]
 
 [[package]]
 name = "langchain-openai"
-version = "0.0.6"
+version = "0.0.5"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain_openai-0.0.6-py3-none-any.whl", hash = "sha256:2ef040e4447a26a9d3bd45dfac9cefa00797ea58555a3d91ab4f88699eb3a005"},
-    {file = "langchain_openai-0.0.6.tar.gz", hash = "sha256:f5c4ebe46f2c8635c8f0c26cc8df27700aacafea025410e418d5a080039974dd"},
+    {file = "langchain_openai-0.0.5-py3-none-any.whl", hash = "sha256:93b37dfac274adad65e46d5d6e71411e00c6984bcc5e10f1d6bb58e7944dc01b"},
+    {file = "langchain_openai-0.0.5.tar.gz", hash = "sha256:f317fee5b652949ad96ad7edf8ef7a044a6a3f0cc71d1e12f9d5261789fd68c4"},
 ]
 
 [package.dependencies]
 langchain-core = ">=0.1.16,<0.2"
 numpy = ">=1,<2"
 openai = ">=1.10.0,<2.0.0"
-tiktoken = ">=0.5.2,<1"
+tiktoken = ">=0.5.2,<0.6.0"
 
 [[package]]
 name = "langchain-text-splitters"
@@ -3546,13 +3757,13 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "2.20.0"
+version = "2.21.0"
 description = "A client library for accessing langfuse"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langfuse-2.20.0-py3-none-any.whl", hash = "sha256:46288332c39f0052872a118a5ba9e8e1295f1a4755f673ef501ef10ec455aa2d"},
-    {file = "langfuse-2.20.0.tar.gz", hash = "sha256:2d7c6e4b231be47a1b237536e6317be952d0445179cb02b665a1cd66ad9f97fd"},
+    {file = "langfuse-2.21.0-py3-none-any.whl", hash = "sha256:2b605d0021ed38292e8ec026cfa0709a7883e9ef72a273ccaa62f9a01d523ca5"},
+    {file = "langfuse-2.21.0.tar.gz", hash = "sha256:db1ae80ede45519813ea82302a7ab79e312566c706acd0c8a915a40829b0e5af"},
 ]
 
 [package.dependencies]
@@ -3570,13 +3781,13 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.23"
+version = "0.1.31"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.23-py3-none-any.whl", hash = "sha256:69984268b9867cb31b875965b3f86b6f56ba17dd5454d487d3a1a999bdaeea69"},
-    {file = "langsmith-0.1.23.tar.gz", hash = "sha256:327c66ec0de8c1bc57bfa47bbc70a29ef749e97c3e5571b9baf754d1e0644220"},
+    {file = "langsmith-0.1.31-py3-none-any.whl", hash = "sha256:5211a9dc00831db307eb843485a97096484b697b5d2cd1efaac34228e97ca087"},
+    {file = "langsmith-0.1.31.tar.gz", hash = "sha256:efd54ccd44be7fda911bfdc0ead340473df2fdd07345c7252901834d0c4aa37e"},
 ]
 
 [package.dependencies]
@@ -3603,12 +3814,12 @@ regex = ["regex"]
 
 [[package]]
 name = "llama-cpp-python"
-version = "0.2.55"
+version = "0.2.57"
 description = "Python bindings for the llama.cpp library"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "llama_cpp_python-0.2.55.tar.gz", hash = "sha256:68fb1bf4edb6efe9dc8a91d5d08a73cc379558571dd876acffd9cdebfbba9263"},
+    {file = "llama_cpp_python-0.2.57.tar.gz", hash = "sha256:bd81dbc4bc03b7deca3be0496330705d4c53bba726f7c3a47d556c7ec2452304"},
 ]
 
 [package.dependencies]
@@ -3625,19 +3836,19 @@ test = ["httpx (>=0.24.1)", "pytest (>=7.4.0)", "scipy (>=1.10)"]
 
 [[package]]
 name = "llama-index"
-version = "0.10.18"
+version = "0.10.20"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "llama_index-0.10.18-py3-none-any.whl", hash = "sha256:107a534d72b7d61927c2f013ebae1e385134f2ba044fced8716e1ef55d66cb12"},
-    {file = "llama_index-0.10.18.tar.gz", hash = "sha256:116c5d96d783bfcdb88be48f1da63c9d11c56edca062cd3ee85b6054859497f7"},
+    {file = "llama_index-0.10.20-py3-none-any.whl", hash = "sha256:e42bcb00a41f2e60fad3da2d286e53ba0d3f963f94741e7bffd9600e80208413"},
+    {file = "llama_index-0.10.20.tar.gz", hash = "sha256:796dc3a540f4e531d0f027702ebcb7bb89d5c42a94e77413a06b0c228ea66654"},
 ]
 
 [package.dependencies]
 llama-index-agent-openai = ">=0.1.4,<0.2.0"
 llama-index-cli = ">=0.1.2,<0.2.0"
-llama-index-core = ">=0.10.18,<0.11.0"
+llama-index-core = ">=0.10.20,<0.11.0"
 llama-index-embeddings-openai = ">=0.1.5,<0.2.0"
 llama-index-indices-managed-llama-cloud = ">=0.1.2,<0.2.0"
 llama-index-legacy = ">=0.9.48,<0.10.0"
@@ -3650,13 +3861,13 @@ llama-index-readers-llama-parse = ">=0.1.2,<0.2.0"
 
 [[package]]
 name = "llama-index-agent-openai"
-version = "0.1.5"
+version = "0.1.6"
 description = "llama-index agent openai integration"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "llama_index_agent_openai-0.1.5-py3-none-any.whl", hash = "sha256:1ab06fe853d9d391ba724dcb0009b249ae88ca4de4b5842226373b0c55ee435a"},
-    {file = "llama_index_agent_openai-0.1.5.tar.gz", hash = "sha256:42099326d526af140493c5f744ef70bef0aed8a941b6c9aea4b3eff9c63f0ba6"},
+    {file = "llama_index_agent_openai-0.1.6-py3-none-any.whl", hash = "sha256:5e8b1f03b56630cfc96304fa748c3c584f78a55f08bf14974b38c9fb8a5d0c90"},
+    {file = "llama_index_agent_openai-0.1.6.tar.gz", hash = "sha256:9c56655822f5eb8b72648e87fe64119b1e907e4a7dbcc2da4b6f3fe162828b71"},
 ]
 
 [package.dependencies]
@@ -3665,30 +3876,29 @@ llama-index-llms-openai = ">=0.1.5,<0.2.0"
 
 [[package]]
 name = "llama-index-cli"
-version = "0.1.8"
+version = "0.1.11"
 description = "llama-index cli"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_cli-0.1.8-py3-none-any.whl", hash = "sha256:4e300f06206862d6d7eedde95632c6b61a5ebb5162454f1ac7a3c3c9b3ebb05f"},
-    {file = "llama_index_cli-0.1.8.tar.gz", hash = "sha256:776a96917965d0df6e7e272d6278394a4f7c922e57973a75e2645609727fa4b1"},
+    {file = "llama_index_cli-0.1.11-py3-none-any.whl", hash = "sha256:44bc32af6d9bc0b523ad284f24fa1ec17288491243fe6d7c7b4770b3245dbb84"},
+    {file = "llama_index_cli-0.1.11.tar.gz", hash = "sha256:5de707e125aa877d70c61da70cc44fea72a9f7adb77f413b51f73b1deffdd750"},
 ]
 
 [package.dependencies]
 llama-index-core = ">=0.10.11.post1,<0.11.0"
 llama-index-embeddings-openai = ">=0.1.1,<0.2.0"
 llama-index-llms-openai = ">=0.1.1,<0.2.0"
-llama-index-vector-stores-chroma = ">=0.1.1,<0.2.0"
 
 [[package]]
 name = "llama-index-core"
-version = "0.10.18.post1"
+version = "0.10.21.post1"
 description = "Interface between LLMs and your data"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_core-0.10.18.post1-py3-none-any.whl", hash = "sha256:e2383d0e865febfd8dfc96c1d02cd3ee99927c31b2eb3fbb50211d0829e538e5"},
-    {file = "llama_index_core-0.10.18.post1.tar.gz", hash = "sha256:0a197f27c13a9d88966469d2361f4f70fe1678d391602dd7a8ec65209c70a24b"},
+    {file = "llama_index_core-0.10.21.post1-py3-none-any.whl", hash = "sha256:acfec6e39f9f38a1c64e60b953bdf787862abd9a797c0dc3348be34ed67493e7"},
+    {file = "llama_index_core-0.10.21.post1.tar.gz", hash = "sha256:0c212d14ffc368114099e881e9e3fa2d073d5186be07ec9db46070d475db14e0"},
 ]
 
 [package.dependencies]
@@ -3720,18 +3930,18 @@ gradientai = ["gradientai (>=1.4.0)"]
 html = ["beautifulsoup4 (>=4.12.2,<5.0.0)"]
 langchain = ["langchain (>=0.0.303)"]
 local-models = ["optimum[onnxruntime] (>=1.13.2,<2.0.0)", "sentencepiece (>=0.1.99,<0.2.0)", "transformers[torch] (>=4.33.1,<5.0.0)"]
-postgres = ["asyncpg (>=0.28.0,<0.29.0)", "pgvector (>=0.1.0,<0.2.0)", "psycopg2-binary (>=2.9.9,<3.0.0)"]
+postgres = ["asyncpg (>=0.29.0,<0.30.0)", "pgvector (>=0.2.4,<0.3.0)", "psycopg2-binary (>=2.9.9,<3.0.0)"]
 query-tools = ["guidance (>=0.0.64,<0.0.65)", "jsonpath-ng (>=1.6.0,<2.0.0)", "lm-format-enforcer (>=0.4.3,<0.5.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "scikit-learn", "spacy (>=3.7.1,<4.0.0)"]
 
 [[package]]
 name = "llama-index-embeddings-openai"
-version = "0.1.6"
+version = "0.1.7"
 description = "llama-index embeddings openai integration"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "llama_index_embeddings_openai-0.1.6-py3-none-any.whl", hash = "sha256:f8b2dded0718e9f57c08ce352d186941e6acf7de414c64219210b66f7a6d6d2d"},
-    {file = "llama_index_embeddings_openai-0.1.6.tar.gz", hash = "sha256:f12f0ef6f92211efe1a022a97bb68fc8731c93bd20df3b0567dba69c610033db"},
+    {file = "llama_index_embeddings_openai-0.1.7-py3-none-any.whl", hash = "sha256:6023925ed1487b0688323d21711efbf8880e82ed3b87ef413255c3dc63a2f2fe"},
+    {file = "llama_index_embeddings_openai-0.1.7.tar.gz", hash = "sha256:c71cc9820680c4cedfc9845dc87b94f6851d1ccce1e486fc91298f8fa8d9f27d"},
 ]
 
 [package.dependencies]
@@ -3739,13 +3949,13 @@ llama-index-core = ">=0.10.1,<0.11.0"
 
 [[package]]
 name = "llama-index-indices-managed-llama-cloud"
-version = "0.1.3"
+version = "0.1.4"
 description = "llama-index indices llama-cloud integration"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "llama_index_indices_managed_llama_cloud-0.1.3-py3-none-any.whl", hash = "sha256:9fe2823855f00bf8b091be008ce953b9a9c5d4b2d976b54ab0d37877c83457f5"},
-    {file = "llama_index_indices_managed_llama_cloud-0.1.3.tar.gz", hash = "sha256:5db725cb7db675019dc65e38153890802e2ae89838c127c19d3184efc46ea28b"},
+    {file = "llama_index_indices_managed_llama_cloud-0.1.4-py3-none-any.whl", hash = "sha256:48afacbc1d22150079c431bb3aa4570c490ee045530c6977b294709770a869a6"},
+    {file = "llama_index_indices_managed_llama_cloud-0.1.4.tar.gz", hash = "sha256:1ad07aea659125b31cbf45ff939b19f2208f2f52ac7a1e37539d7a15e9db2c86"},
 ]
 
 [package.dependencies]
@@ -3793,17 +4003,17 @@ query-tools = ["guidance (>=0.0.64,<0.0.65)", "jsonpath-ng (>=1.6.0,<2.0.0)", "l
 
 [[package]]
 name = "llama-index-llms-openai"
-version = "0.1.7"
+version = "0.1.12"
 description = "llama-index llms openai integration"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "llama_index_llms_openai-0.1.7-py3-none-any.whl", hash = "sha256:162a7f1064b389d0db6f731bcedaca80e87ceca8aa919d7425ca32107e756243"},
-    {file = "llama_index_llms_openai-0.1.7.tar.gz", hash = "sha256:5ddb405c0a5847a7c2098a70ced270555f036c2793412a8992456bd32f83ff0f"},
+    {file = "llama_index_llms_openai-0.1.12-py3-none-any.whl", hash = "sha256:75cf9ad8de0578fc8aae959f3f5f0900f496d8674cfdf97f3e064004e54d7b64"},
+    {file = "llama_index_llms_openai-0.1.12.tar.gz", hash = "sha256:400ca0083951bd668ce8bc24875ce70b636e7db328b27c6a50e6d1a2b081b9e6"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.10.1,<0.11.0"
+llama-index-core = ">=0.10.20.post1,<0.11.0"
 
 [[package]]
 name = "llama-index-multi-modal-llms-openai"
@@ -3854,13 +4064,13 @@ llama-index-program-openai = ">=0.1.1,<0.2.0"
 
 [[package]]
 name = "llama-index-readers-file"
-version = "0.1.8"
+version = "0.1.11"
 description = "llama-index readers file integration"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "llama_index_readers_file-0.1.8-py3-none-any.whl", hash = "sha256:f58c72e2c2ed9f36b5308b4b9ee3142f3848156f0e3b85e813db0a26b8d03290"},
-    {file = "llama_index_readers_file-0.1.8.tar.gz", hash = "sha256:f23417a2afc8461a32f08f057e85c8d09b1c687ba16ca6a6a08f08f319eca26a"},
+    {file = "llama_index_readers_file-0.1.11-py3-none-any.whl", hash = "sha256:69fe380ac46b7f6db43384e18bc37f880b2627d60677cb0b2c6074fbb42a5971"},
+    {file = "llama_index_readers_file-0.1.11.tar.gz", hash = "sha256:2414ea0d82aa151935cf3ff1669d324a01fd12b0059705ba5f62741ef980f8bd"},
 ]
 
 [package.dependencies]
@@ -3869,6 +4079,7 @@ bs4 = ">=0.0.2,<0.0.3"
 llama-index-core = ">=0.10.1,<0.11.0"
 pymupdf = ">=1.23.21,<2.0.0"
 pypdf = ">=4.0.1,<5.0.0"
+striprtf = ">=0.0.26,<0.0.27"
 
 [[package]]
 name = "llama-index-readers-llama-parse"
@@ -3885,30 +4096,15 @@ files = [
 llama-index-core = ">=0.10.7,<0.11.0"
 llama-parse = ">=0.3.3,<0.4.0"
 
-[[package]]
-name = "llama-index-vector-stores-chroma"
-version = "0.1.6"
-description = "llama-index vector_stores chroma integration"
-optional = false
-python-versions = ">=3.8.1,<4.0"
-files = [
-    {file = "llama_index_vector_stores_chroma-0.1.6-py3-none-any.whl", hash = "sha256:506b1cb9a7a552ecb3afa70ddf479c1c683fcbfe7313654e3543e62e3ec07eae"},
-    {file = "llama_index_vector_stores_chroma-0.1.6.tar.gz", hash = "sha256:6dff3dc9d79c4039fa46cd528e5e4b6ded6473e5ef632424134491007da4ebdb"},
-]
-
-[package.dependencies]
-chromadb = ">=0.4.22,<0.5.0"
-llama-index-core = ">=0.10.1,<0.11.0"
-
 [[package]]
 name = "llama-parse"
-version = "0.3.8"
+version = "0.3.9"
 description = "Parse files into RAG-Optimized formats."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "llama_parse-0.3.8-py3-none-any.whl", hash = "sha256:2f6222c4f9f8b70622a799fca8438972e3e2f19fa8273e2c8be46af314c9a367"},
-    {file = "llama_parse-0.3.8.tar.gz", hash = "sha256:3d4739726687e6602e7cacbc9f17d438d39989a4a73324fc99122b3aefa384a4"},
+    {file = "llama_parse-0.3.9-py3-none-any.whl", hash = "sha256:ee96102ad5d23f7cadf677fff4c2f55493472ba0d0be7588e7a7b37c0338ed81"},
+    {file = "llama_parse-0.3.9.tar.gz", hash = "sha256:beb6ba4dbb7a57708ab6f10f7d53141598e39de1a040a61e6f5a71c3a5d56b13"},
 ]
 
 [package.dependencies]
@@ -3931,13 +4127,13 @@ pydantic = ">=1.10"
 
 [[package]]
 name = "locust"
-version = "2.24.0"
+version = "2.24.1"
 description = "Developer friendly load testing framework"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "locust-2.24.0-py3-none-any.whl", hash = "sha256:1b6b878b4fd0108fec956120815e69775d2616c8f4d1e9f365c222a7a5c17d9a"},
-    {file = "locust-2.24.0.tar.gz", hash = "sha256:6cffa378d995244a7472af6be1d6139331f19aee44e907deee73e0281252804d"},
+    {file = "locust-2.24.1-py3-none-any.whl", hash = "sha256:7f6ed4dc289aad66c304582e6d25e4de5d7c3b175b580332442ab2be35b9d916"},
+    {file = "locust-2.24.1.tar.gz", hash = "sha256:094161d44d94839bf1120fd7898b7abb9c143833743ba7c096beb470a236b9a7"},
 ]
 
 [package.dependencies]
@@ -4088,18 +4284,15 @@ testing = ["pytest"]
 
 [[package]]
 name = "markdown"
-version = "3.5.2"
+version = "3.6"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Markdown-3.5.2-py3-none-any.whl", hash = "sha256:d43323865d89fc0cb9b20c75fc8ad313af307cc087e84b657d9eec768eddeadd"},
-    {file = "Markdown-3.5.2.tar.gz", hash = "sha256:e1ac7b3dc550ee80e602e71c1d168002f062e49f1b11e26a36264dafd4df2ef8"},
+    {file = "Markdown-3.6-py3-none-any.whl", hash = "sha256:48f276f4d8cfb8ce6527c8f79e2ee29708508bf4d40aa410fbc3b4ee832c850f"},
+    {file = "Markdown-3.6.tar.gz", hash = "sha256:ed4f41f6daecbeeb96e576ce414c41d2d876daa9a16cb35fa8ed8c2ddfad0224"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
-
 [package.extras]
 docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.5)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
 testing = ["coverage", "pyyaml"]
@@ -5033,13 +5226,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.13.3"
+version = "1.14.2"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.13.3-py3-none-any.whl", hash = "sha256:5769b62abd02f350a8dd1a3a242d8972c947860654466171d60fb0972ae0a41c"},
-    {file = "openai-1.13.3.tar.gz", hash = "sha256:ff6c6b3bc7327e715e4b3592a923a5a1c7519ff5dd764a83d69f633d49e77a7b"},
+    {file = "openai-1.14.2-py3-none-any.whl", hash = "sha256:a48b3c4d635b603952189ac5a0c0c9b06c025b80eb2900396939f02bb2104ac3"},
+    {file = "openai-1.14.2.tar.gz", hash = "sha256:e5642f7c02cf21994b08477d7bb2c1e46d8f335d72c26f0396c5f89b15b5b153"},
 ]
 
 [package.dependencies]
@@ -5106,6 +5299,29 @@ opentelemetry-sdk = ">=1.23.0,<1.24.0"
 [package.extras]
 test = ["pytest-grpc"]
 
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-http"
+version = "1.23.0"
+description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_http-1.23.0-py3-none-any.whl", hash = "sha256:ad853b58681df8efcb2cfc93be2b5fd86351c99ff4ab47dc917da384b8650d91"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.23.0.tar.gz", hash = "sha256:088eac2320f4a604e2d9ff71aced71fdae601ac6457005fb0303d6bbbf44e6ca"},
+]
+
+[package.dependencies]
+deprecated = ">=1.2.6"
+googleapis-common-protos = ">=1.52,<2.0"
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.23.0"
+opentelemetry-proto = "1.23.0"
+opentelemetry-sdk = ">=1.23.0,<1.24.0"
+requests = ">=2.7,<3.0"
+
+[package.extras]
+test = ["responses (>=0.22.0,<0.25)"]
+
 [[package]]
 name = "opentelemetry-instrumentation"
 version = "0.44b0"
@@ -5220,13 +5436,13 @@ files = [
 
 [[package]]
 name = "optuna"
-version = "3.5.0"
+version = "3.6.0"
 description = "A hyperparameter optimization framework"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "optuna-3.5.0-py3-none-any.whl", hash = "sha256:4c86bbcaeff9ad5b0758e87537793f66df8f9352246315d7121ea465724a44e8"},
-    {file = "optuna-3.5.0.tar.gz", hash = "sha256:ca9e1ce16aa6c6a5af0e1cc1d0cbcd98eb1c75b6a2f06be6bd9c0c5ab0698724"},
+    {file = "optuna-3.6.0-py3-none-any.whl", hash = "sha256:f33a4e4a6c446a923e8d3101a7dc58d6ed65f0ff01c587680f3d0948d3d52321"},
+    {file = "optuna-3.6.0.tar.gz", hash = "sha256:0f023303d9212916e41dce960ed4bcdf3034daac4c58160bc9262ea473484c9c"},
 ]
 
 [package.dependencies]
@@ -5239,12 +5455,11 @@ sqlalchemy = ">=1.3.0"
 tqdm = "*"
 
 [package.extras]
-benchmark = ["asv (>=0.5.0)", "botorch", "cma", "scikit-optimize", "virtualenv"]
+benchmark = ["asv (>=0.5.0)", "botorch", "cma", "virtualenv"]
 checking = ["black", "blackdoc", "flake8", "isort", "mypy", "mypy-boto3-s3", "types-PyYAML", "types-redis", "types-setuptools", "types-tqdm", "typing-extensions (>=3.10.0.0)"]
-document = ["ase", "botorch", "cma", "cmaes (>=0.10.0)", "distributed", "fvcore", "lightgbm", "matplotlib (!=3.6.0)", "mlflow", "pandas", "pillow", "plotly (>=4.9.0)", "scikit-learn", "scikit-optimize", "sphinx", "sphinx-copybutton", "sphinx-gallery", "sphinx-plotly-directive", "sphinx-rtd-theme (>=1.2.0)", "torch", "torchaudio", "torchvision"]
-integration = ["botorch (>=0.4.0)", "catboost (>=0.26)", "catboost (>=0.26,<1.2)", "cma", "distributed", "lightgbm", "lightning", "mlflow", "pandas", "pytorch-ignite", "scikit-learn (>=0.24.2)", "scikit-optimize", "shap", "tensorflow", "torch", "torchaudio", "torchvision", "wandb", "xgboost"]
-optional = ["boto3", "botorch", "cmaes (>=0.10.0)", "google-cloud-storage", "matplotlib (!=3.6.0)", "pandas", "plotly (>=4.9.0)", "redis", "scikit-learn (>=0.24.2)"]
-test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2)"]
+document = ["ase", "cmaes (>=0.10.0)", "fvcore", "lightgbm", "matplotlib (!=3.6.0)", "pandas", "pillow", "plotly (>=4.9.0)", "scikit-learn", "sphinx", "sphinx-copybutton", "sphinx-gallery", "sphinx-plotly-directive", "sphinx-rtd-theme (>=1.2.0)", "torch", "torchvision"]
+optional = ["boto3", "cmaes (>=0.10.0)", "google-cloud-storage", "matplotlib (!=3.6.0)", "pandas", "plotly (>=4.9.0)", "redis", "scikit-learn (>=0.24.2)", "scipy", "torch"]
+test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2)", "torch"]
 
 [[package]]
 name = "ordered-set"
@@ -5414,13 +5629,13 @@ xml = ["lxml (>=4.9.2)"]
 
 [[package]]
 name = "pandas-stubs"
-version = "2.2.0.240218"
+version = "2.2.1.240316"
 description = "Type annotations for pandas"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "pandas_stubs-2.2.0.240218-py3-none-any.whl", hash = "sha256:e97478320add9b958391b15a56c5f1bf29da656d5b747d28bbe708454b3a1fe6"},
-    {file = "pandas_stubs-2.2.0.240218.tar.gz", hash = "sha256:63138c12eec715d66d48611bdd922f31cd7c78bcadd19384c3bd61fd3720a11a"},
+    {file = "pandas_stubs-2.2.1.240316-py3-none-any.whl", hash = "sha256:0126a26451a37cb893ea62357ca87ba3d181bd999ec8ba2ca5602e20207d6682"},
+    {file = "pandas_stubs-2.2.1.240316.tar.gz", hash = "sha256:236a4f812fb6b1922e9607ff09e427f6d8540c421c9e5a40e3e4ddf7adac7f05"},
 ]
 
 [package.dependencies]
@@ -6135,19 +6350,20 @@ pyasn1 = ">=0.4.6,<0.6.0"
 
 [[package]]
 name = "pyautogen"
-version = "0.2.17"
+version = "0.2.19"
 description = "Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework"
 optional = false
 python-versions = ">=3.8,<3.13"
 files = [
-    {file = "pyautogen-0.2.17-py3-none-any.whl", hash = "sha256:5857c6fbc16127cf1ed47264b7b59da1cae6dfedc1ec7f483d18e15dce70b934"},
-    {file = "pyautogen-0.2.17.tar.gz", hash = "sha256:a6041eaf72dfd2c3b56ceb287121ec2f2a753c86de27da51fcd1c98f9d387877"},
+    {file = "pyautogen-0.2.19-py3-none-any.whl", hash = "sha256:975c16fea586b4161287c74b7459a1ed195cbd7f3ff57e6cc981bc991eac47aa"},
+    {file = "pyautogen-0.2.19.tar.gz", hash = "sha256:ebc9196d95e59f7e36645fbaa732534565e19a08dfb3eb4ca9e562ddc74d1ca9"},
 ]
 
 [package.dependencies]
 diskcache = "*"
 docker = "*"
 flaml = "*"
+numpy = ">=1.17.0,<2"
 openai = ">=1.3"
 pydantic = ">=1.10,<2.6.0 || >2.6.0,<3"
 python-dotenv = "*"
@@ -6563,9 +6779,6 @@ files = [
     {file = "pypdf-4.1.0.tar.gz", hash = "sha256:01c3257ec908676efd60a4537e525b89d48e0852bc92b4e0aa4cc646feda17cc"},
 ]
 
-[package.dependencies]
-typing_extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.10\""}
-
 [package.extras]
 crypto = ["PyCryptodome", "cryptography"]
 dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
@@ -6623,13 +6836,13 @@ chardet = "*"
 
 [[package]]
 name = "pytest"
-version = "8.0.2"
+version = "8.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-8.0.2-py3-none-any.whl", hash = "sha256:edfaaef32ce5172d5466b5127b42e0d6d35ebbe4453f0e3505d96afd93f6b096"},
-    {file = "pytest-8.0.2.tar.gz", hash = "sha256:d4051d623a2e0b7e51960ba963193b09ce6daeb9759a451844a21e4ddedfc1bd"},
+    {file = "pytest-8.1.1-py3-none-any.whl", hash = "sha256:2a8386cfc11fa9d2c50ee7b2a57e7d898ef90470a7a34c4b949ff59662bb78b7"},
+    {file = "pytest-8.1.1.tar.gz", hash = "sha256:ac978141a75948948817d360297b7aae0fcb9d6ff6bc9ec6d514b85d5a65c044"},
 ]
 
 [package.dependencies]
@@ -6637,21 +6850,21 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.3.0,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.4,<2.0"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.23.5.post1"
+version = "0.23.6"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-asyncio-0.23.5.post1.tar.gz", hash = "sha256:b9a8806bea78c21276bc34321bbf234ba1b2ea5b30d9f0ce0f2dea45e4685813"},
-    {file = "pytest_asyncio-0.23.5.post1-py3-none-any.whl", hash = "sha256:30f54d27774e79ac409778889880242b0403d09cabd65b727ce90fe92dd5d80e"},
+    {file = "pytest-asyncio-0.23.6.tar.gz", hash = "sha256:ffe523a89c1c222598c76856e76852b787504ddb72dd5d9b6617ffa8aa2cde5f"},
+    {file = "pytest_asyncio-0.23.6-py3-none-any.whl", hash = "sha256:68516fdd1018ac57b846c9846b954f0393b26f094764a28c955eabb0536a4e8a"},
 ]
 
 [package.dependencies]
@@ -6765,13 +6978,13 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
-version = "0.21.1"
+version = "1.0.0"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "python-dotenv-0.21.1.tar.gz", hash = "sha256:1c93de8f636cde3ce377292818d0e440b6e45a82f215c3744979151fa8151c49"},
-    {file = "python_dotenv-0.21.1-py3-none-any.whl", hash = "sha256:41e12e0318bebc859fcc4d97d4db8d20ad21721a6aa5047dd59f090391cb549a"},
+    {file = "python-dotenv-1.0.0.tar.gz", hash = "sha256:a8df96034aae6d2d50a4ebe8216326c61c3eb64836776504fcca410e5937a3ba"},
+    {file = "python_dotenv-1.0.0-py3-none-any.whl", hash = "sha256:f5971a9226b701070a4bf2c38c89e5a3f0d64de8debda981d1db98583009122a"},
 ]
 
 [package.extras]
@@ -7111,25 +7324,28 @@ fastembed = ["fastembed (==0.2.2)"]
 
 [[package]]
 name = "qianfan"
-version = "0.3.0"
+version = "0.3.5"
 description = "文心千帆大模型平台 Python SDK"
 optional = false
 python-versions = ">=3.7,<4"
 files = [
-    {file = "qianfan-0.3.0-py3-none-any.whl", hash = "sha256:1fc324aa494f10c8f4569251d298c14e6700ea93f27cc361d8e5cce456b930a1"},
-    {file = "qianfan-0.3.0.tar.gz", hash = "sha256:b12aab31b5eb6f58d5423b2d4648627add7941a6cfa2f7c36d7da268302ea72c"},
+    {file = "qianfan-0.3.5-py3-none-any.whl", hash = "sha256:0d5712c93ec6877c4176aae21ff58b41ccfef7ba661c6e19c07209c353353a16"},
+    {file = "qianfan-0.3.5.tar.gz", hash = "sha256:b71847888bd99d61cee5f84f614f431204f3d656d71dd7ae1d0f9bc9ae51b42b"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.7.0"
 aiolimiter = ">=1.1.0"
 bce-python-sdk = ">=0.8.79"
+clevercsv = {version = "*", markers = "python_version >= \"3.8\""}
+ijson = "*"
+multiprocess = "*"
 numpy = {version = ">=1.22.0", markers = "python_version >= \"3.8\""}
 prompt-toolkit = ">=3.0.38"
 pyarrow = {version = ">=14.0.1", markers = "python_version >= \"3.8\""}
 pydantic = "*"
 python-dateutil = ">=2.8.2,<3.0.0"
-python-dotenv = "<=0.21.1"
+python-dotenv = {version = ">=1.0", markers = "python_version >= \"3.8\""}
 pyyaml = ">=6.0.1,<7.0.0"
 requests = ">=2.24"
 rich = ">=13.0.0"
@@ -7272,17 +7488,17 @@ files = [
 
 [[package]]
 name = "redis"
-version = "5.0.2"
+version = "5.0.3"
 description = "Python client for Redis database and key-value store"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "redis-5.0.2-py3-none-any.whl", hash = "sha256:4caa8e1fcb6f3c0ef28dba99535101d80934b7d4cd541bbb47f4a3826ee472d1"},
-    {file = "redis-5.0.2.tar.gz", hash = "sha256:3f82cc80d350e93042c8e6e7a5d0596e4dd68715babffba79492733e1f367037"},
+    {file = "redis-5.0.3-py3-none-any.whl", hash = "sha256:5da9b8fe9e1254293756c16c008e8620b3d15fcc6dde6babde9541850e72a32d"},
+    {file = "redis-5.0.3.tar.gz", hash = "sha256:4973bae7444c0fbed64a06b87446f79361cb7e4ec1538c022d696ed7a5015580"},
 ]
 
 [package.dependencies]
-async-timeout = ">=4.0.3"
+async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\""}
 
 [package.extras]
 hiredis = ["hiredis (>=1.0.0)"]
@@ -7413,13 +7629,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-oauthlib"
-version = "1.3.1"
+version = "1.4.0"
 description = "OAuthlib authentication support for Requests."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
-    {file = "requests-oauthlib-1.3.1.tar.gz", hash = "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"},
-    {file = "requests_oauthlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5"},
+    {file = "requests-oauthlib-1.4.0.tar.gz", hash = "sha256:acee623221e4a39abcbb919312c8ff04bd44e7e417087fb4bd5e2a2f53d5e79a"},
+    {file = "requests_oauthlib-1.4.0-py2.py3-none-any.whl", hash = "sha256:7a3130d94a17520169e38db6c8d75f2c974643788465ecc2e4b36d288bf13033"},
 ]
 
 [package.dependencies]
@@ -7532,13 +7748,13 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.10.0"
+version = "0.10.1"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "s3transfer-0.10.0-py3-none-any.whl", hash = "sha256:3cdb40f5cfa6966e812209d0994f2a4709b561c88e90cf00c2696d2df4e56b2e"},
-    {file = "s3transfer-0.10.0.tar.gz", hash = "sha256:d0c8bbf672d5eebbe4e57945e23b972d963f07d82f661cabf678a5c88831595b"},
+    {file = "s3transfer-0.10.1-py3-none-any.whl", hash = "sha256:ceb252b11bcf87080fb7850a224fb6e05c8a776bab8f2b64b7f25b969464839d"},
+    {file = "s3transfer-0.10.1.tar.gz", hash = "sha256:5683916b4c724f799e600f41dd9e10a9ff19871bf87623cc8f491cb4f5fa0a19"},
 ]
 
 [package.dependencies]
@@ -7786,18 +8002,18 @@ transformers = ">=4.32.0,<5.0.0"
 
 [[package]]
 name = "setuptools"
-version = "69.1.1"
+version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.1.1-py3-none-any.whl", hash = "sha256:02fa291a0471b3a18b2b2481ed902af520c69e8ae0919c13da936542754b4c56"},
-    {file = "setuptools-69.1.1.tar.gz", hash = "sha256:5c0806c7d9af348e6dd3777b4f4dbb42c7ad85b190104837488eab9a7c945cf8"},
+    {file = "setuptools-69.2.0-py3-none-any.whl", hash = "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"},
+    {file = "setuptools-69.2.0.tar.gz", hash = "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -7984,20 +8200,19 @@ files = [
 
 [package.dependencies]
 anyio = ">=3.4.0,<5"
-typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
 
 [[package]]
 name = "storage3"
-version = "0.7.0"
+version = "0.7.3"
 description = "Supabase Storage client for Python."
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "storage3-0.7.0-py3-none-any.whl", hash = "sha256:dd2d6e68f7a3dc038047ed62fa8bdc5c2e3d6b6e56ee2951195d084bcce71605"},
-    {file = "storage3-0.7.0.tar.gz", hash = "sha256:9ddecc775cdc04514413bd44b9ec61bc25aad9faadabefdb6e6e88b33756f5fd"},
+    {file = "storage3-0.7.3-py3-none-any.whl", hash = "sha256:dc6a59da801ee6fc00015da4967ac0b5c3e5508d31ffd796f0e4c83957e5c6a0"},
+    {file = "storage3-0.7.3.tar.gz", hash = "sha256:943c31de4a7c7490ad7960d963a6b410979ebd0e1b3d320d76cb61564ab0b528"},
 ]
 
 [package.dependencies]
@@ -8021,6 +8236,17 @@ docs = ["myst-parser[linkify]", "sphinx", "sphinx-rtd-theme"]
 release = ["twine"]
 test = ["pylint", "pytest", "pytest-black", "pytest-cov", "pytest-pylint"]
 
+[[package]]
+name = "striprtf"
+version = "0.0.26"
+description = "A simple library to convert rtf to text"
+optional = false
+python-versions = "*"
+files = [
+    {file = "striprtf-0.0.26-py3-none-any.whl", hash = "sha256:8c8f9d32083cdc2e8bfb149455aa1cc5a4e0a035893bedc75db8b73becb3a1bb"},
+    {file = "striprtf-0.0.26.tar.gz", hash = "sha256:fdb2bba7ac440072d1c41eab50d8d74ae88f60a8b6575c6e2c7805dc462093aa"},
+]
+
 [[package]]
 name = "supabase"
 version = "2.4.0"
@@ -8112,58 +8338,58 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "threadpoolctl"
-version = "3.3.0"
+version = "3.4.0"
 description = "threadpoolctl"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "threadpoolctl-3.3.0-py3-none-any.whl", hash = "sha256:6155be1f4a39f31a18ea70f94a77e0ccd57dced08122ea61109e7da89883781e"},
-    {file = "threadpoolctl-3.3.0.tar.gz", hash = "sha256:5dac632b4fa2d43f42130267929af3ba01399ef4bd1882918e92dbc30365d30c"},
+    {file = "threadpoolctl-3.4.0-py3-none-any.whl", hash = "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262"},
+    {file = "threadpoolctl-3.4.0.tar.gz", hash = "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"},
 ]
 
 [[package]]
 name = "tiktoken"
-version = "0.6.0"
+version = "0.5.2"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tiktoken-0.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:277de84ccd8fa12730a6b4067456e5cf72fef6300bea61d506c09e45658d41ac"},
-    {file = "tiktoken-0.6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9c44433f658064463650d61387623735641dcc4b6c999ca30bc0f8ba3fccaf5c"},
-    {file = "tiktoken-0.6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:afb9a2a866ae6eef1995ab656744287a5ac95acc7e0491c33fad54d053288ad3"},
-    {file = "tiktoken-0.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c62c05b3109fefca26fedb2820452a050074ad8e5ad9803f4652977778177d9f"},
-    {file = "tiktoken-0.6.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:0ef917fad0bccda07bfbad835525bbed5f3ab97a8a3e66526e48cdc3e7beacf7"},
-    {file = "tiktoken-0.6.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:e095131ab6092d0769a2fda85aa260c7c383072daec599ba9d8b149d2a3f4d8b"},
-    {file = "tiktoken-0.6.0-cp310-cp310-win_amd64.whl", hash = "sha256:05b344c61779f815038292a19a0c6eb7098b63c8f865ff205abb9ea1b656030e"},
-    {file = "tiktoken-0.6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cefb9870fb55dca9e450e54dbf61f904aab9180ff6fe568b61f4db9564e78871"},
-    {file = "tiktoken-0.6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:702950d33d8cabc039845674107d2e6dcabbbb0990ef350f640661368df481bb"},
-    {file = "tiktoken-0.6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8d49d076058f23254f2aff9af603863c5c5f9ab095bc896bceed04f8f0b013a"},
-    {file = "tiktoken-0.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:430bc4e650a2d23a789dc2cdca3b9e5e7eb3cd3935168d97d43518cbb1f9a911"},
-    {file = "tiktoken-0.6.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:293cb8669757301a3019a12d6770bd55bec38a4d3ee9978ddbe599d68976aca7"},
-    {file = "tiktoken-0.6.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:7bd1a288b7903aadc054b0e16ea78e3171f70b670e7372432298c686ebf9dd47"},
-    {file = "tiktoken-0.6.0-cp311-cp311-win_amd64.whl", hash = "sha256:ac76e000183e3b749634968a45c7169b351e99936ef46f0d2353cd0d46c3118d"},
-    {file = "tiktoken-0.6.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:17cc8a4a3245ab7d935c83a2db6bb71619099d7284b884f4b2aea4c74f2f83e3"},
-    {file = "tiktoken-0.6.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:284aebcccffe1bba0d6571651317df6a5b376ff6cfed5aeb800c55df44c78177"},
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 [package.dependencies]
@@ -8411,18 +8637,18 @@ telegram = ["requests"]
 
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+version = "5.14.2"
 description = "Traitlets Python configuration system"
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 [[package]]
 name = "transformers"
@@ -8549,35 +8775,35 @@ files = [
 
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 [[package]]
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 [package.dependencies]
@@ -8632,35 +8858,35 @@ files = [
 
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 python-versions = ">=3.8"
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 [[package]]
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-version = "6.0.12.12"
+version = "6.0.12.20240311"
 description = "Typing stubs for PyYAML"
 optional = false
-python-versions = "*"
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 [[package]]
 name = "types-redis"
-version = "4.6.0.20240218"
+version = "4.6.0.20240311"
 description = "Typing stubs for redis"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "types_redis-4.6.0.20240218-py3-none-any.whl", hash = "sha256:dc9c45a068240e33a04302aec5655cf41e80f91eecffccbb2df215b2f6fc375d"},
+    {file = "types-redis-4.6.0.20240311.tar.gz", hash = "sha256:e049bbdff0e0a1f8e701b64636811291d21bff79bf1e7850850a44055224a85f"},
+    {file = "types_redis-4.6.0.20240311-py3-none-any.whl", hash = "sha256:6b9d68a29aba1ee400c823d8e5fe88675282eb69d7211e72fe65dbe54b33daca"},
 ]
 
 [package.dependencies]
@@ -8669,43 +8895,18 @@ types-pyOpenSSL = "*"
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.6"
-description = "Typing stubs for requests"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "types-requests-2.31.0.6.tar.gz", hash = "sha256:cd74ce3b53c461f1228a9b783929ac73a666658f223e28ed29753771477b3bd0"},
-    {file = "types_requests-2.31.0.6-py3-none-any.whl", hash = "sha256:a2db9cb228a81da8348b49ad6db3f5519452dd20a9c1e1a868c83c5fe88fd1a9"},
-]
-
-[package.dependencies]
-types-urllib3 = "*"
-
-[[package]]
-name = "types-requests"
-version = "2.31.0.20240218"
+version = "2.31.0.20240311"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-requests-2.31.0.20240218.tar.gz", hash = "sha256:f1721dba8385958f504a5386240b92de4734e047a08a40751c1654d1ac3349c5"},
-    {file = "types_requests-2.31.0.20240218-py3-none-any.whl", hash = "sha256:a82807ec6ddce8f00fe0e949da6d6bc1fbf1715420218a9640d695f70a9e5a9b"},
+    {file = "types-requests-2.31.0.20240311.tar.gz", hash = "sha256:b1c1b66abfb7fa79aae09097a811c4aa97130eb8831c60e47aee4ca344731ca5"},
+    {file = "types_requests-2.31.0.20240311-py3-none-any.whl", hash = "sha256:47872893d65a38e282ee9f277a4ee50d1b28bd592040df7d1fdaffdf3779937d"},
 ]
 
 [package.dependencies]
 urllib3 = ">=2"
 
-[[package]]
-name = "types-urllib3"
-version = "1.26.25.14"
-description = "Typing stubs for urllib3"
-optional = false
-python-versions = "*"
-files = [
-    {file = "types-urllib3-1.26.25.14.tar.gz", hash = "sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f"},
-    {file = "types_urllib3-1.26.25.14-py3-none-any.whl", hash = "sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e"},
-]
-
 [[package]]
 name = "typing-extensions"
 version = "4.10.0"
@@ -8928,13 +9129,13 @@ xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
-version = "0.21.1"
+version = "0.22.0"
 description = "Python Client SDK for Unstructured API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "unstructured-client-0.21.1.tar.gz", hash = "sha256:82109e485423169006addb18a780b0ffd0b94bde4ede2953ceb5880e164fedb6"},
-    {file = "unstructured_client-0.21.1-py3-none-any.whl", hash = "sha256:52a82a550bb5f722e77f3b3633664734e5ada0a1e354bf9503825e1f204d1434"},
+    {file = "unstructured-client-0.22.0.tar.gz", hash = "sha256:d76351c456fcf4067f59135c09a35008a120103621a1ac94cf9448db28ef2e1e"},
+    {file = "unstructured_client-0.22.0-py3-none-any.whl", hash = "sha256:140f7dd8515cc9be3276f66d6fb08d235ea35a50d4eb38a6ef82b60fc3d2fea0"},
 ]
 
 [package.dependencies]
@@ -8971,34 +9172,18 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "1.26.18"
+version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.8"
 files = [
-    {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
-    {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
-]
-
-[package.extras]
-brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
-
-[[package]]
-name = "urllib3"
-version = "2.0.7"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
-    {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
+    {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
+    {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
 ]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -9074,26 +9259,15 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)"
 
 [[package]]
 name = "validators"
-version = "0.22.0"
+version = "0.23.2"
 description = "Python Data Validation for Humans™"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "validators-0.22.0-py3-none-any.whl", hash = "sha256:61cf7d4a62bbae559f2e54aed3b000cea9ff3e2fdbe463f51179b92c58c9585a"},
-    {file = "validators-0.22.0.tar.gz", hash = "sha256:77b2689b172eeeb600d9605ab86194641670cdb73b60afd577142a9397873370"},
+    {file = "validators-0.23.2-py3-none-any.whl", hash = "sha256:cb68e489f946f4934dbd3c203f08486c53493ab1c204f39d13b13c209f60e2c1"},
+    {file = "validators-0.23.2.tar.gz", hash = "sha256:397ec4a1e86192e6e904b5afe8c12da0e6eaa3db088c0cc426e00cfee2ef07a8"},
 ]
 
-[package.extras]
-docs-offline = ["myst-parser (>=2.0.0)", "pypandoc-binary (>=1.11)", "sphinx (>=7.1.1)"]
-docs-online = ["mkdocs (>=1.5.2)", "mkdocs-git-revision-date-localized-plugin (>=1.2.0)", "mkdocs-material (>=9.2.6)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
-hooks = ["pre-commit (>=3.3.3)"]
-package = ["build (>=1.0.0)", "twine (>=4.0.2)"]
-runner = ["tox (>=4.11.1)"]
-sast = ["bandit[toml] (>=1.7.5)"]
-testing = ["pytest (>=7.4.0)"]
-tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
-tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
-
 [[package]]
 name = "vine"
 version = "5.1.0"
@@ -9703,18 +9877,18 @@ pydantic = ">=1.10.7"
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
 ]
 
 [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 = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "zope-event"
@@ -9794,5 +9968,5 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.9,<3.12"
-content-hash = "405ec0545638f1055b8fd2d057803dfdef00281c769820a2ff0cbf9fe46ab3a7"
+python-versions = ">=3.10,<3.12"
+content-hash = "13fbf814f41f22cddd661bce5c37abcd36b50fad392d70271597c358694886bc"
diff --git a/pyproject.toml b/pyproject.toml
index 4c5288b3c..1db0f14dc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.7.0a0"
+version = "1.0.0a0"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [
@@ -27,7 +27,7 @@ langflow = "langflow.__main__:main"
 [tool.poetry.dependencies]
 
 
-python = ">=3.9,<3.12"
+python = ">=3.10,<3.12"
 duckdb = "^0.9.2"
 fastapi = "^0.109.0"
 uvicorn = "^0.27.0"
@@ -50,7 +50,6 @@ fake-useragent = "^1.4.0"
 docstring-parser = "^0.15"
 psycopg2-binary = "^2.9.6"
 pyarrow = "^14.0.0"
-tiktoken = "~0.6.0"
 wikipedia = "^1.4.0"
 qdrant-client = "^1.7.0"
 weaviate-client = "*"
@@ -60,7 +59,7 @@ cohere = "^4.47.0"
 python-multipart = "^0.0.7"
 sqlmodel = "^0.0.14"
 faiss-cpu = "^1.7.4"
-anthropic = "^0.15.0"
+anthropic = "^0.21.0"
 orjson = "3.9.15"
 multiprocess = "^0.70.14"
 cachetools = "^5.3.1"
@@ -96,7 +95,7 @@ extract-msg = "^0.47.0"
 jq = { version = "^1.6.0", markers = "sys_platform != 'win32'" }
 boto3 = "^1.34.0"
 numexpr = "^2.8.6"
-qianfan = "0.3.0"
+qianfan = "0.3.5"
 pgvector = "^0.2.3"
 pyautogen = "^0.2.0"
 langchain-google-genai = "^0.0.6"
@@ -104,9 +103,11 @@ elasticsearch = "^8.12.0"
 pytube = "^15.0.0"
 python-socketio = "^5.11.0"
 llama-index = "^0.10.13"
-langchain-openai = "^0.0.6"
+langchain-openai = "^0.0.5"
 unstructured = { extras = ["md"], version = "^0.12.4" }
 dspy-ai = "^2.4.0"
+crewai = "^0.22.5"
+langchain-anthropic = "^0.1.4"
 
 [tool.poetry.group.dev.dependencies]
 pytest-asyncio = "^0.23.1"
diff --git a/src/backend/langflow/api/utils.py b/src/backend/langflow/api/utils.py
index 1a53c74e3..d576db952 100644
--- a/src/backend/langflow/api/utils.py
+++ b/src/backend/langflow/api/utils.py
@@ -13,6 +13,7 @@ from langflow.services.store.schema import StoreComponentCreate
 from langflow.services.store.utils import get_lf_version_from_pypi
 
 if TYPE_CHECKING:
+    from langflow.graph.vertex.base import Vertex
     from langflow.services.database.models.flow.model import Flow
 
 
@@ -238,3 +239,62 @@ def format_exception_message(exc: Exception) -> str:
     if isinstance(causing_exception, SyntaxError):
         return format_syntax_error_message(causing_exception)
     return str(exc)
+
+
+async def get_next_runnable_vertices(
+    graph: Graph,
+    vertex: "Vertex",
+    vertex_id: str,
+    chat_service: ChatService,
+    flow_id: str,
+):
+    """
+    Retrieves the next runnable vertices in the graph for a given vertex.
+
+    Args:
+        graph (Graph): The graph object representing the flow.
+        vertex (Vertex): The current vertex.
+        vertex_id (str): The ID of the current vertex.
+        chat_service (ChatService): The chat service object.
+        flow_id (str): The ID of the flow.
+
+    Returns:
+        list: A list of IDs of the next runnable vertices.
+
+    """
+    async with chat_service._cache_locks[flow_id] as lock:
+        graph.remove_from_predecessors(vertex_id)
+        direct_successors_ready = [v for v in vertex.successors_ids if graph.is_vertex_runnable(v)]
+        if not direct_successors_ready:
+            # No direct successors ready, look for runnable predecessors of successors
+            next_runnable_vertices = graph.find_runnable_predecessors_for_successors(vertex_id)
+        else:
+            next_runnable_vertices = direct_successors_ready
+
+        for v_id in set(next_runnable_vertices):  # Use set to avoid duplicates
+            graph.vertices_to_run.remove(v_id)
+            graph.remove_from_predecessors(v_id)
+        await chat_service.set_cache(flow_id=flow_id, data=graph, lock=lock)
+    return next_runnable_vertices
+
+
+def get_top_level_vertices(graph, vertices_ids):
+    """
+    Retrieves the top-level vertices from the given graph based on the provided vertex IDs.
+
+    Args:
+        graph (Graph): The graph object containing the vertices.
+        vertices_ids (list): A list of vertex IDs.
+
+    Returns:
+        list: A list of top-level vertex IDs.
+
+    """
+    top_level_vertices = []
+    for vertex_id in vertices_ids:
+        vertex = graph.get_vertex(vertex_id)
+        if vertex.parent_is_top_level:
+            top_level_vertices.append(vertex.parent_node_id)
+        else:
+            top_level_vertices.append(vertex_id)
+    return top_level_vertices
diff --git a/src/backend/langflow/api/v1/chat.py b/src/backend/langflow/api/v1/chat.py
index e19605f28..8cdeb6f05 100644
--- a/src/backend/langflow/api/v1/chat.py
+++ b/src/backend/langflow/api/v1/chat.py
@@ -10,6 +10,8 @@ from langflow.api.utils import (
     build_and_cache_graph,
     format_elapsed_time,
     format_exception_message,
+    get_next_runnable_vertices,
+    get_top_level_vertices,
 )
 from langflow.api.v1.schemas import (
     InputValueRequest,
@@ -95,7 +97,8 @@ async def build_vertex(
     """Build a vertex instead of the entire graph."""
 
     start_time = time.perf_counter()
-    next_vertices_ids = []
+    next_runnable_vertices = []
+    top_level_vertices = []
     try:
         start_time = time.perf_counter()
         cache = await chat_service.get_cache(flow_id)
@@ -121,12 +124,9 @@ async def build_vertex(
                 artifacts = vertex.artifacts
             else:
                 raise ValueError(f"No result found for vertex {vertex_id}")
-            async with chat_service._cache_locks[flow_id] as lock:
-                graph.remove_from_predecessors(vertex_id)
-                next_vertices_ids = vertex.successors_ids
-                next_vertices_ids = [v for v in next_vertices_ids if graph.should_run_vertex(v)]
-                await chat_service.set_cache(flow_id=flow_id, data=graph, lock=lock)
 
+            next_runnable_vertices = await get_next_runnable_vertices(graph, vertex, vertex_id, chat_service, flow_id)
+            top_level_vertices = get_top_level_vertices(graph, next_runnable_vertices)
             result_data_response = ResultDataResponse(**result_dict.model_dump())
 
         except Exception as exc:
@@ -166,12 +166,13 @@ async def build_vertex(
         # to stop the build of the graph at a certain vertex
         # if it is in next_vertices_ids, we need to remove other
         # vertices from next_vertices_ids
-        if graph.stop_vertex and graph.stop_vertex in next_vertices_ids:
-            next_vertices_ids = [graph.stop_vertex]
+        if graph.stop_vertex and graph.stop_vertex in next_runnable_vertices:
+            next_runnable_vertices = [graph.stop_vertex]
 
         build_response = VertexBuildResponse(
             inactivated_vertices=inactivated_vertices,
-            next_vertices_ids=next_vertices_ids,
+            next_vertices_ids=next_runnable_vertices,
+            top_level_vertices=top_level_vertices,
             valid=valid,
             params=params,
             id=vertex.id,
@@ -201,7 +202,7 @@ async def build_vertex_stream(
         async def stream_vertex():
             try:
                 if not session_id:
-                    cache = chat_service.get_cache(flow_id)
+                    cache = await chat_service.get_cache(flow_id)
                     if not cache:
                         # If there's no cache
                         raise ValueError(f"No cache found for {flow_id}.")
@@ -251,7 +252,7 @@ async def build_vertex_stream(
                     raise ValueError(f"No result found for vertex {vertex_id}")
 
             except Exception as exc:
-                logger.error(f"Error building vertex: {exc}")
+                logger.exception(f"Error building vertex: {exc}")
                 yield str(StreamData(event="error", data={"error": str(exc)}))
             finally:
                 logger.debug("Closing stream")
diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index 784f5b554..db522cc2a 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -247,6 +247,7 @@ class VertexBuildResponse(BaseModel):
     id: Optional[str] = None
     inactivated_vertices: Optional[List[str]] = None
     next_vertices_ids: Optional[List[str]] = None
+    top_level_vertices: Optional[List[str]] = None
     valid: bool
     params: Optional[Any] = Field(default_factory=dict)
     """JSON string of the params."""
diff --git a/src/backend/langflow/api/v1/validate.py b/src/backend/langflow/api/v1/validate.py
index 09d32cb8e..72d24b3bf 100644
--- a/src/backend/langflow/api/v1/validate.py
+++ b/src/backend/langflow/api/v1/validate.py
@@ -44,13 +44,13 @@ def post_validate_prompt(prompt_request: ValidatePromptRequest):
                 input_variables=input_variables,
                 frontend_node=None,
             )
-        if not prompt_request.custom_fields:
-            prompt_request.custom_fields = defaultdict(list)
-        old_custom_fields = get_old_custom_fields(prompt_request.custom_fields, prompt_request.name)
+        if not prompt_request.frontend_node.custom_fields:
+            prompt_request.frontend_node.custom_fields = defaultdict(list)
+        old_custom_fields = get_old_custom_fields(prompt_request.frontend_node.custom_fields, prompt_request.name)
 
         add_new_variables_to_template(
             input_variables,
-            prompt_request.custom_fields,
+            prompt_request.frontend_node.custom_fields,
             prompt_request.frontend_node.template,
             prompt_request.name,
         )
@@ -58,13 +58,25 @@ def post_validate_prompt(prompt_request: ValidatePromptRequest):
         remove_old_variables_from_template(
             old_custom_fields,
             input_variables,
-            prompt_request.custom_fields,
+            prompt_request.frontend_node.custom_fields,
             prompt_request.frontend_node.template,
             prompt_request.name,
         )
 
         update_input_variables_field(input_variables, prompt_request.frontend_node.template)
 
+        # If frontend_node.template contains only one field that is type == 'prompt', then we can remove all fields that are not
+        # 'code', and not in the input_variables list.
+        prompt_fields = [
+            key
+            for key, field in prompt_request.frontend_node.template.items()
+            if isinstance(field, dict) and field["type"] == "prompt"
+        ]
+
+        if len(prompt_fields) == 1:
+            for key, field in prompt_request.frontend_node.template.copy().items():
+                if isinstance(field, dict) and field["type"] != "code" and key not in input_variables + prompt_fields:
+                    del prompt_request.frontend_node.template[key]
         return PromptValidationResponse(
             input_variables=input_variables,
             frontend_node=prompt_request.frontend_node,
diff --git a/src/backend/langflow/components/models/AnthropicModel.py b/src/backend/langflow/components/models/AnthropicModel.py
index 83a7fd461..67c43fd18 100644
--- a/src/backend/langflow/components/models/AnthropicModel.py
+++ b/src/backend/langflow/components/models/AnthropicModel.py
@@ -1,6 +1,6 @@
 from typing import Optional
 
-from langchain_community.chat_models.anthropic import ChatAnthropic
+from langchain_anthropic.chat_models import ChatAnthropic
 from pydantic.v1 import SecretStr
 
 from langflow.components.models.base.model import LCModelComponent
diff --git a/src/backend/langflow/graph/graph/base.py b/src/backend/langflow/graph/graph/base.py
index 109cf170c..1d68c5e6b 100644
--- a/src/backend/langflow/graph/graph/base.py
+++ b/src/backend/langflow/graph/graph/base.py
@@ -35,6 +35,14 @@ class Graph:
         edges: List[Dict[str, str]],
         flow_id: Optional[str] = None,
     ) -> None:
+        """
+        Initializes a new instance of the Graph class.
+
+        Args:
+            nodes (List[Dict]): A list of dictionaries representing the vertices of the graph.
+            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.
+        """
         self._vertices = nodes
         self._edges = edges
         self.raw_graph_data = {"nodes": nodes, "edges": edges}
@@ -71,11 +79,26 @@ class Graph:
         self.state_manager = GraphStateManager()
 
     def get_state(self, name: str) -> Optional[Record]:
-        """Returns the state of the graph."""
+        """
+        Returns the state of the graph with the given name.
+
+        Args:
+            name (str): The name of the state.
+
+        Returns:
+            Optional[Record]: The state record, or None if the state does not exist.
+        """
         return self.state_manager.get_state(name, run_id=self._run_id)
 
     def update_state(self, name: str, record: Union[str, Record], caller: Optional[str] = None) -> None:
-        """Updates the state of the graph."""
+        """
+        Updates the state of the graph with the given name.
+
+        Args:
+            name (str): The name of the state.
+            record (Union[str, Record]): The new state record.
+            caller (Optional[str], optional): The ID of the vertex that is updating the state. Defaults to None.
+        """
         if caller:
             # If there is a caller which is a vertex_id, I want to activate
             # all StateVertex in self.vertices that are not the caller
@@ -86,6 +109,13 @@ class Graph:
         self.state_manager.update_state(name, record, run_id=self._run_id)
 
     def activate_state_vertices(self, name: str, caller: str):
+        """
+        Activates the state vertices in the graph with the given name and caller.
+
+        Args:
+            name (str): The name of the state.
+            caller (str): The ID of the vertex that is updating the state.
+        """
         vertices_ids = []
         for vertex_id in self._is_state_vertices:
             if vertex_id == caller:
@@ -104,10 +134,20 @@ class Graph:
         self.vertices_to_run.update(vertices_ids)
 
     def reset_activated_vertices(self):
+        """
+        Resets the activated vertices in the graph.
+        """
         self.activated_vertices = []
 
     def append_state(self, name: str, record: Union[str, Record], caller: Optional[str] = None) -> None:
-        """Appends the state of the graph."""
+        """
+        Appends the state of the graph with the given name.
+
+        Args:
+            name (str): The name of the state.
+            record (Union[str, Record]): The state record to append.
+            caller (Optional[str], optional): The ID of the vertex that is updating the state. Defaults to None.
+        """
         if caller:
             self.activate_state_vertices(name, caller)
 
@@ -115,17 +155,38 @@ class Graph:
 
     @property
     def run_id(self):
+        """
+        The ID of the current run.
+
+        Returns:
+            str: The run ID.
+
+        Raises:
+            ValueError: If the run ID is not set.
+        """
         if not self._run_id:
             raise ValueError("Run ID not set")
         return self._run_id
 
     def set_run_id(self, run_id: str):
+        """
+        Sets the ID of the current run.
+
+        Args:
+            run_id (str): The run ID.
+        """
         for vertex in self.vertices:
             self.state_manager.subscribe(run_id, vertex.update_graph_state)
         self._run_id = run_id
 
     @property
     def sorted_vertices_layers(self) -> List[List[str]]:
+        """
+        The sorted layers of vertices in the graph.
+
+        Returns:
+            List[List[str]]: The sorted layers of vertices.
+        """
         if not self._sorted_vertices_layers:
             self.sort_vertices()
         return self._sorted_vertices_layers
@@ -148,7 +209,19 @@ class Graph:
         stream: bool,
         session_id: str,
     ) -> List[Optional["ResultData"]]:
-        """Runs the graph with the given inputs."""
+        """
+        Runs the graph with the given inputs.
+
+        Args:
+            inputs (Dict[str, str]): The input values for the graph.
+            input_components (list[str]): The components to run for the inputs.
+            outputs (list[str]): The outputs to retrieve from the graph.
+            stream (bool): Whether to stream the results or not.
+            session_id (str): The session ID for the graph.
+
+        Returns:
+            List[Optional["ResultData"]]: The outputs of the graph.
+        """
         for vertex_id in self._is_input_vertices:
             vertex = self.get_vertex(vertex_id)
             if input_components and (vertex_id not in input_components or vertex.display_name not in input_components):
@@ -190,7 +263,19 @@ class Graph:
         session_id: Optional[str] = None,
         stream: bool = False,
     ) -> List[RunOutputs]:
-        """Runs the graph with the given inputs."""
+        """
+        Runs the graph with the given inputs.
+
+        Args:
+            inputs (list[Dict[str, str]]): The input values for the graph.
+            inputs_components (Optional[list[list[str]]], optional): The components to run for the inputs. Defaults to None.
+            outputs (Optional[list[str]], optional): The outputs to retrieve from the graph. Defaults to None.
+            session_id (Optional[str], optional): The session ID for the graph. Defaults to None.
+            stream (bool, optional): Whether to stream the results or not. Defaults to False.
+
+        Returns:
+            List[RunOutputs]: The outputs of the graph.
+        """
         # inputs is {"message": "Hello, world!"}
         # we need to go through self.inputs and update the self._raw_params
         # of the vertices that are inputs
@@ -218,16 +303,23 @@ class Graph:
             vertex_outputs.append(run_output_object)
         return vertex_outputs
 
-    # vertices_layers is a list of lists ordered by the order the vertices
-    # should be built.
-    # We need to create a new method that will take the vertices_layers
-    # and return the next vertex to be built.
     def next_vertex_to_build(self):
-        """Returns the next vertex to be built."""
+        """
+        Returns the next vertex to be built.
+
+        Yields:
+            str: The ID of the next vertex to be built.
+        """
         yield from chain.from_iterable(self.vertices_layers)
 
     @property
     def metadata(self):
+        """
+        The metadata of the graph.
+
+        Returns:
+            dict: The metadata of the graph.
+        """
         return {
             "runs": self._runs,
             "updates": self._updates,
@@ -235,12 +327,19 @@ class Graph:
         }
 
     def build_graph_maps(self):
+        """
+        Builds the adjacency maps for the graph.
+        """
         self.predecessor_map, self.successor_map = self.build_adjacency_maps()
 
         self.in_degree_map = self.build_in_degree()
         self.parent_child_map = self.build_parent_child_map()
 
     def reset_inactivated_vertices(self):
+        """
+        Resets the inactivated vertices in the graph.
+        """
+        self.inactivated_vertices = []
         self.inactivated_vertices = set()
 
     def mark_all_vertices(self, state: str):
@@ -377,7 +476,10 @@ class Graph:
 
         # Remove vertices that are not in the other graph
         for vertex_id in removed_vertex_ids:
-            self.remove_vertex(vertex_id)
+            try:
+                self.remove_vertex(vertex_id)
+            except ValueError:
+                pass
 
         # The order here matters because adding the vertex is required
         # if any of them have edges that point to any of the new vertices
@@ -741,8 +843,11 @@ class Graph:
             vertex_data = vertex["data"]
             vertex_type: str = vertex_data["type"]  # type: ignore
             vertex_base_type: str = vertex_data["node"]["template"]["_type"]  # type: ignore
+            if "id" not in vertex_data:
+                raise ValueError(f"Vertex data for {vertex_data['display_name']} does not contain an id")
 
             VertexClass = self._get_vertex_class(vertex_type, vertex_base_type, vertex_data["id"])
+
             vertex_instance = VertexClass(vertex, graph=self)
             vertex_instance.set_top_level(self.top_level_vertices)
             vertices.append(vertex_instance)
@@ -953,22 +1058,26 @@ class Graph:
         # Return just the first layer
         return first_layer
 
-    def vertex_has_no_more_predecessors(self, vertex_id: str) -> bool:
-        """Returns whether a vertex has no more predecessors."""
-        return not self.run_predecessors.get(vertex_id)
+    def is_vertex_runnable(self, vertex_id: str) -> bool:
+        """Returns whether a vertex is runnable."""
+        return vertex_id in self.vertices_to_run and not self.run_predecessors.get(vertex_id)
 
-    def should_run_vertex(self, vertex_id: str) -> bool:
-        """Returns whether a component should be run."""
-        # the self.run_map is a map of vertex_id to a list of predecessors
-        # each time a vertex is run, we remove it from the list of predecessors
-        # if a vertex has no more predecessors, it should be run
-        should_run = vertex_id in self.vertices_to_run and self.vertex_has_no_more_predecessors(vertex_id)
+    def find_runnable_predecessors_for_successors(self, vertex_id: str) -> List[str]:
+        """
+        For each successor of the current vertex, find runnable predecessors if any.
+        This checks the direct predecessors of each successor to identify any that are
+        immediately runnable, expanding the search to ensure progress can be made.
+        """
+        runnable_vertices = []
+        visited = set()
 
-        if should_run:
-            self.vertices_to_run.remove(vertex_id)
-            # remove the vertex from the run_map
-            self.remove_from_predecessors(vertex_id)
-        return should_run
+        for successor_id in self.run_map.get(vertex_id, []):
+            for predecessor_id in self.run_predecessors.get(successor_id, []):
+                if predecessor_id not in visited and self.is_vertex_runnable(predecessor_id):
+                    runnable_vertices.append(predecessor_id)
+                    visited.add(predecessor_id)
+
+        return runnable_vertices
 
     def remove_from_predecessors(self, vertex_id: str):
         predecessors = self.run_map.get(vertex_id, [])
diff --git a/src/frontend/src/components/IOOutputView/index.tsx b/src/frontend/src/components/IOOutputView/index.tsx
index 74443f900..60e63d926 100644
--- a/src/frontend/src/components/IOOutputView/index.tsx
+++ b/src/frontend/src/components/IOOutputView/index.tsx
@@ -1,4 +1,3 @@
-import { cloneDeep } from "lodash";
 import useFlowStore from "../../stores/flowStore";
 import { IOOutputProps } from "../../types/components";
 import { Textarea } from "../ui/textarea";
diff --git a/src/frontend/src/components/IOview/index.tsx b/src/frontend/src/components/IOview/index.tsx
index 3af96dc51..2e57bf269 100644
--- a/src/frontend/src/components/IOview/index.tsx
+++ b/src/frontend/src/components/IOview/index.tsx
@@ -105,7 +105,13 @@ export default function IOView({
 
   return (
     <BaseModal
-      size={haveChat ? (selectedTab === 0 ? "large-thin" : "large") : "small"}
+      size={
+        haveChat || selectedViewField
+          ? selectedTab === 0
+            ? "large-thin"
+            : "large"
+          : "small"
+      }
       open={open}
       setOpen={setOpen}
       disable={disable}
@@ -123,13 +129,13 @@ export default function IOView({
         </div>
       </BaseModal.Header>
       <BaseModal.Content>
-        <div className="flex h-full flex-col">
+        <div className="flex h-full flex-col overflow-hidden">
           <div className="flex-max-width mt-2 h-full">
             {selectedTab !== 0 && (
               <div
                 className={cn(
-                  "mr-6 flex h-full w-2/6 flex-shrink-0 flex-col justify-start",
-                  haveChat ? "w-2/6" : "w-full"
+                  "mr-6 flex h-full w-2/6 flex-shrink-0 flex-col justify-start transition-all duration-300",
+                  haveChat || selectedViewField ? "w-2/6" : "w-full"
                 )}
               >
                 <Tabs
@@ -179,20 +185,18 @@ export default function IOView({
                                   <Badge variant="gray" size="md">
                                     {node.data.node.display_name}
                                   </Badge>
-                                  {haveChat && (
-                                    <div
-                                      className="-mb-1 pr-4"
-                                      onClick={(event) => {
-                                        event.stopPropagation();
-                                        setSelectedViewField(input);
-                                      }}
-                                    >
-                                      <IconComponent
-                                        className="h-4 w-4"
-                                        name="ExternalLink"
-                                      ></IconComponent>
-                                    </div>
-                                  )}
+                                  <div
+                                    className="-mb-1 pr-4"
+                                    onClick={(event) => {
+                                      event.stopPropagation();
+                                      setSelectedViewField(input);
+                                    }}
+                                  >
+                                    <IconComponent
+                                      className="h-4 w-4"
+                                      name="ExternalLink"
+                                    ></IconComponent>
+                                  </div>
                                 </div>
                               }
                               key={index}
@@ -248,20 +252,18 @@ export default function IOView({
                                       </Badge>
                                     </div>
                                   </ShadTooltip>
-                                  {haveChat && (
-                                    <div
-                                      className="-mb-1 pr-4"
-                                      onClick={(event) => {
-                                        event.stopPropagation();
-                                        setSelectedViewField(output);
-                                      }}
-                                    >
-                                      <IconComponent
-                                        className="h-4 w-4"
-                                        name="ExternalLink"
-                                      ></IconComponent>
-                                    </div>
-                                  )}
+                                  <div
+                                    className="-mb-1 pr-4"
+                                    onClick={(event) => {
+                                      event.stopPropagation();
+                                      setSelectedViewField(output);
+                                    }}
+                                  >
+                                    <IconComponent
+                                      className="h-4 w-4"
+                                      name="ExternalLink"
+                                    ></IconComponent>
+                                  </div>
                                 </div>
                               }
                               key={index}
@@ -287,12 +289,12 @@ export default function IOView({
               </div>
             )}
 
-            {haveChat ? (
+            {haveChat || selectedViewField ? (
               <div className="flex h-full min-w-96 flex-grow">
                 {selectedViewField && (
                   <div
                     className={cn(
-                      "flex h-full w-full flex-col items-start gap-4 p-4",
+                      "flex h-full w-full flex-col items-start gap-4 pt-4",
                       !selectedViewField ? "hidden" : ""
                     )}
                   >
@@ -347,7 +349,7 @@ export default function IOView({
       </BaseModal.Content>
       <BaseModal.Footer>
         {!haveChat && (
-          <div className="flex w-full justify-end pt-6">
+          <div className="flex w-full justify-end pt-2">
             <Button
               variant={"outline"}
               className="flex gap-2 px-3"
diff --git a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
index 2cd06f65c..40cc3e192 100644
--- a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
+++ b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
@@ -29,6 +29,7 @@ export const MenuBar = ({
   const addFlow = useFlowsManagerStore((state) => state.addFlow);
   const currentFlow = useFlowsManagerStore((state) => state.currentFlow);
   const setErrorData = useAlertStore((state) => state.setErrorData);
+  const setSuccessData = useAlertStore((state) => state.setSuccessData);
   const undo = useFlowsManagerStore((state) => state.undo);
   const redo = useFlowsManagerStore((state) => state.redo);
   const saveLoading = useFlowsManagerStore((state) => state.saveLoading);
@@ -38,11 +39,21 @@ export const MenuBar = ({
   const navigate = useNavigate();
   const isBuilding = useFlowStore((state) => state.isBuilding);
 
-  function handleAddFlow() {
+  function handleAddFlow(duplicate?: boolean) {
     try {
-      addFlow(true).then((id) => {
-        navigate("/flow/" + id);
-      });
+      if (duplicate) {
+        if (!currentFlow) {
+          throw new Error("No flow to duplicate");
+        }
+        addFlow(true, currentFlow).then((id) => {
+          setSuccessData({ title: "Flow duplicated successfully" });
+          navigate("/flow/" + id);
+        });
+      } else {
+        addFlow(true).then((id) => {
+          navigate("/flow/" + id);
+        });
+      }
     } catch (err) {
       setErrorData(err as { title: string; list?: Array<string> });
     }
@@ -62,7 +73,7 @@ export const MenuBar = ({
       <button
         onClick={() => {
           removeFunction(nodes);
-          navigate(-1);
+          navigate("/");
         }}
       >
         <IconComponent name="ChevronLeft" className="w-4" />
@@ -88,6 +99,15 @@ export const MenuBar = ({
               <IconComponent name="Plus" className="header-menu-options" />
               New
             </DropdownMenuItem>
+            <DropdownMenuItem
+              onClick={() => {
+                handleAddFlow(true);
+              }}
+              className="cursor-pointer"
+            >
+              <IconComponent name="Copy" className="header-menu-options" />
+              Duplicate
+            </DropdownMenuItem>
 
             <DropdownMenuItem
               onClick={() => {
diff --git a/src/frontend/src/components/inputComponent/index.tsx b/src/frontend/src/components/inputComponent/index.tsx
index f254de8d4..253aae5be 100644
--- a/src/frontend/src/components/inputComponent/index.tsx
+++ b/src/frontend/src/components/inputComponent/index.tsx
@@ -1,6 +1,7 @@
 import * as Form from "@radix-ui/react-form";
 import { PopoverAnchor } from "@radix-ui/react-popover";
 import { useEffect, useRef, useState } from "react";
+import useAlertStore from "../../stores/alertStore";
 import { InputComponentType } from "../../types/components";
 import { handleKeyDown } from "../../utils/reactflowUtils";
 import { classNames, cn } from "../../utils/utils";
@@ -37,6 +38,7 @@ export default function InputComponent({
   optionsButton,
   optionButton,
 }: InputComponentType): JSX.Element {
+  const setErrorData = useAlertStore.getState().setErrorData;
   const [pwdVisible, setPwdVisible] = useState(false);
   const refInput = useRef<HTMLInputElement>(null);
   const [showOptions, setShowOptions] = useState<boolean>(false);
@@ -119,8 +121,23 @@ export default function InputComponent({
                 )}
                 placeholder={password && editNode ? "Key" : placeholder}
                 onChange={(e) => {
-                  onChange && onChange(e.target.value);
-                }}
+            // if the user copies a password from another input
+            // it might come as ••••••••••• it causes errors
+            // in ascii encoding, so we need to handle it
+            if (password) {
+              // check if all chars are •
+              if (e.target.value.split("").every((char) => char === "•")) {
+                setErrorData({
+                  title: `Invalid characters: ${e.target.value}`,
+                  list: [
+                    "It seems you are trying to paste a password. Make sure the value is visible before copying from another field.",
+                  ],
+                });
+              }
+
+                    onChange && onChange(e.target.value);
+                  }
+          }}
                 onKeyDown={(e) => {
                   handleKeyDown(e, value, "");
                   if (blurOnEnter && e.key === "Enter")
diff --git a/src/frontend/src/components/ui/rename-label.tsx b/src/frontend/src/components/ui/rename-label.tsx
index a10277363..0273e1ceb 100644
--- a/src/frontend/src/components/ui/rename-label.tsx
+++ b/src/frontend/src/components/ui/rename-label.tsx
@@ -29,7 +29,7 @@ export default function RenameLabel(props) {
     }
     resizeInput();
     return () => {
-      if(isRename) document.removeEventListener("keydown", () => {});
+      if (isRename) document.removeEventListener("keydown", () => {});
     };
   }, [isRename]);
 
diff --git a/src/frontend/src/constants/constants.ts b/src/frontend/src/constants/constants.ts
index af079c739..a8f3ab1cb 100644
--- a/src/frontend/src/constants/constants.ts
+++ b/src/frontend/src/constants/constants.ts
@@ -1,7 +1,6 @@
 // src/constants/constants.ts
 
 import { languageMap } from "../types/components";
-import { FlowType } from "../types/flow";
 
 /**
  * invalid characters for flow name
@@ -750,75 +749,5 @@ export const NATIVE_CATEGORIES = [
   "helpers",
   "experimental",
 ];
-/*
-Data ingestion
-Basic Prompting
-Chat com memória
-Working with data (file/website)
-API requests
-Vector Store
-Assistant
-*/
 
-export const EXAMPLES_MOCK: FlowType[] = [
-  {
-    name: "Working with data",
-    id: "Working with data Description",
-    data: {
-      nodes: [],
-      edges: [],
-      viewport: { zoom: 1, x: 1, y: 1 },
-    },
-    description: "This flow represents the first process in our application.",
-    folder: STARTER_FOLDER_NAME,
-    user_id: undefined,
-  },
-  {
-    name: "Basic Prompting",
-    id: "Basic Prompting Description",
-    data: {
-      nodes: [],
-      edges: [],
-      viewport: { zoom: 1, x: 1, y: 1 },
-    },
-    description: "This flow represents the first process in our application.",
-    folder: STARTER_FOLDER_NAME,
-    user_id: undefined,
-  },
-  {
-    name: "Chat with memory",
-    id: "Chat with memory Description",
-    data: {
-      nodes: [],
-      edges: [],
-      viewport: { zoom: 1, x: 1, y: 1 },
-    },
-    description: "This flow represents the first process in our application.",
-    folder: STARTER_FOLDER_NAME,
-    user_id: undefined,
-  },
-  {
-    name: "API requests",
-    id: "API requests Description",
-    data: {
-      nodes: [],
-      edges: [],
-      viewport: { zoom: 1, x: 1, y: 1 },
-    },
-    description: "This flow represents the first process in our application.",
-    folder: STARTER_FOLDER_NAME,
-    user_id: undefined,
-  },
-  {
-    name: "Assistant",
-    id: "Assistant Description",
-    data: {
-      nodes: [],
-      edges: [],
-      viewport: { zoom: 1, x: 1, y: 1 },
-    },
-    description: "This flow represents the first process in our application.",
-    folder: STARTER_FOLDER_NAME,
-    user_id: undefined,
-  },
-];
+export const SAVE_DEBOUNCE_TIME = 500;
diff --git a/src/frontend/src/modals/baseModal/index.tsx b/src/frontend/src/modals/baseModal/index.tsx
index 695d4a72e..a8a59dad3 100644
--- a/src/frontend/src/modals/baseModal/index.tsx
+++ b/src/frontend/src/modals/baseModal/index.tsx
@@ -10,6 +10,7 @@ import {
   DialogTrigger,
 } from "../../components/ui/dialog";
 import { modalHeaderType } from "../../types/components";
+import { cn } from "../../utils/utils";
 
 type ContentProps = { children: ReactNode };
 type HeaderProps = { children: ReactNode; description: string };
@@ -157,11 +158,15 @@ function BaseModal({
   return (
     <Dialog open={open} onOpenChange={setOpen}>
       {triggerChild}
-      <DialogContent className={minWidth}>
+      <DialogContent className={cn(minWidth, "duration-300")}>
         <div className="truncate-doubleline word-break-break-word">
           {headerChild}
         </div>
-        <div className={`flex flex-col ${height!} w-full `}>{ContentChild}</div>
+        <div
+          className={`flex flex-col ${height!} w-full transition-all duration-300`}
+        >
+          {ContentChild}
+        </div>
         {ContentFooter && (
           <div className="flex flex-row-reverse">{ContentFooter}</div>
         )}
diff --git a/src/frontend/src/modals/codeAreaModal/index.tsx b/src/frontend/src/modals/codeAreaModal/index.tsx
index e68592efa..2766853f8 100644
--- a/src/frontend/src/modals/codeAreaModal/index.tsx
+++ b/src/frontend/src/modals/codeAreaModal/index.tsx
@@ -146,75 +146,83 @@ export default function CodeAreaModal({
     setCode(value);
   }, [value, open]);
 
+  const handlePreventEsc = (e: React.KeyboardEvent) => {
+    if (e.key === "Escape") {
+      e.preventDefault();
+    }
+  };
+
   return (
-    <BaseModal open={open} setOpen={setOpen}>
-      <BaseModal.Trigger>{children}</BaseModal.Trigger>
-      <BaseModal.Header description={CODE_PROMPT_DIALOG_SUBTITLE}>
-        <span className="pr-2"> {EDIT_CODE_TITLE} </span>
-        <IconComponent
-          name="prompts"
-          className="h-6 w-6 pl-1 text-primary "
-          aria-hidden="true"
-        />
-      </BaseModal.Header>
-      <BaseModal.Content>
-        <Input
-          value={code}
-          readOnly
-          className="absolute left-[500%] top-[500%]"
-          id="codeValue"
-        />
-        <div className="flex h-full w-full flex-col transition-all">
-          <div className="h-full w-full">
-            <AceEditor
-              readOnly={readonly}
-              value={code}
-              mode="python"
-              setOptions={{ fontFamily: "monospace" }}
-              height={height ?? "100%"}
-              highlightActiveLine={true}
-              showPrintMargin={false}
-              fontSize={14}
-              showGutter
-              enableLiveAutocompletion
-              theme={dark ? "twilight" : "github"}
-              name="CodeEditor"
-              onChange={(value) => {
-                setCode(value);
-              }}
-              className="h-full w-full rounded-lg border-[1px] border-gray-300 custom-scroll dark:border-gray-600"
-            />
-          </div>
-          <div
-            className={
-              "whitespace-break-spaces transition-all delay-500" +
-              (error?.detail?.error !== undefined ? "h-2/6" : "h-0")
-            }
-          >
-            <div className="mt-1 h-full max-h-[10rem] w-full overflow-y-auto overflow-x-clip text-left custom-scroll">
-              <h1 className="text-lg text-destructive">
-                {error?.detail?.error}
-              </h1>
-              <div className="ml-2 w-full text-sm text-status-red word-break-break-word">
-                <span className="w-full word-break-break-word">
-                  {error?.detail?.traceback}
-                </span>
+    <div onKeyDown={(e) => handlePreventEsc(e)}>
+      <BaseModal open={open} setOpen={setOpen}>
+        <BaseModal.Trigger>{children}</BaseModal.Trigger>
+        <BaseModal.Header description={CODE_PROMPT_DIALOG_SUBTITLE}>
+          <span className="pr-2"> {EDIT_CODE_TITLE} </span>
+          <IconComponent
+            name="prompts"
+            className="h-6 w-6 pl-1 text-primary "
+            aria-hidden="true"
+          />
+        </BaseModal.Header>
+        <BaseModal.Content>
+          <Input
+            value={code}
+            readOnly
+            className="absolute left-[500%] top-[500%]"
+            id="codeValue"
+          />
+          <div className="flex h-full w-full flex-col transition-all">
+            <div className="h-full w-full">
+              <AceEditor
+                readOnly={readonly}
+                value={code}
+                mode="python"
+                setOptions={{ fontFamily: "monospace" }}
+                height={height ?? "100%"}
+                highlightActiveLine={true}
+                showPrintMargin={false}
+                fontSize={14}
+                showGutter
+                enableLiveAutocompletion
+                theme={dark ? "twilight" : "github"}
+                name="CodeEditor"
+                onChange={(value) => {
+                  setCode(value);
+                }}
+                className="h-full w-full rounded-lg border-[1px] border-gray-300 custom-scroll dark:border-gray-600"
+              />
+            </div>
+            <div
+              className={
+                "whitespace-break-spaces transition-all delay-500" +
+                (error?.detail?.error !== undefined ? "h-2/6" : "h-0")
+              }
+            >
+              <div className="mt-1 h-full max-h-[10rem] w-full overflow-y-auto overflow-x-clip text-left custom-scroll">
+                <h1 className="text-lg text-destructive">
+                  {error?.detail?.error}
+                </h1>
+                <div className="ml-2 w-full text-sm text-status-red word-break-break-word">
+                  <span className="w-full word-break-break-word">
+                    {error?.detail?.traceback}
+                  </span>
+                </div>
               </div>
             </div>
+            <div className="flex h-fit w-full justify-end">
+              <Button
+                className="mt-3"
+                onClick={handleClick}
+                type="submit"
+                id="checkAndSaveBtn"
+                disabled={readonly}
+              >
+                Check & Save
+              </Button>
+            </div>
           </div>
-          <div className="flex h-fit w-full justify-end">
-            <Button
-              className="mt-3"
-              onClick={handleClick}
-              type="submit"
-              id="checkAndSaveBtn"
-              disabled={readonly}
-            >
-              Check & Save
-            </Button>
-          </div>
-        </div>
-      </BaseModal.Content>
-    </BaseModal>
+        </BaseModal.Content>
+      </BaseModal>
+    </div>
   );
 }
diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index a05803359..bf3629db8 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -1,4 +1,4 @@
-import _ from "lodash";
+import _, { cloneDeep } from "lodash";
 import { MouseEvent, useCallback, useEffect, useRef, useState } from "react";
 import ReactFlow, {
   Background,
@@ -32,6 +32,7 @@ import {
   isValidConnection,
   reconnectEdges,
   scapeJSONParse,
+  updateIds,
   validateSelection,
 } from "../../../../utils/reactflowUtils";
 import { getRandomName, isWrappedWithClass } from "../../../../utils/utils";
@@ -97,6 +98,56 @@ export default function Page({
   useEffect(() => {
     const onKeyDown = (event: KeyboardEvent) => {
       const selectedNode = nodes.filter((obj) => obj.selected);
+      if (
+        selectionMenuVisible &&
+        (event.ctrlKey || event.metaKey) &&
+        event.key === "g"
+      ) {
+        event.preventDefault();
+        takeSnapshot();
+        if (validateSelection(lastSelection!, edges).length === 0) {
+          const clonedNodes = cloneDeep(nodes);
+          const clonedEdges = cloneDeep(edges);
+          const clonedSelection = cloneDeep(lastSelection);
+          updateIds(
+            { nodes: clonedNodes, edges: clonedEdges },
+            clonedSelection!
+          );
+          const { newFlow, removedEdges } = generateFlow(
+            clonedSelection!,
+            clonedNodes,
+            clonedEdges,
+            getRandomName()
+          );
+          const newGroupNode = generateNodeFromFlow(newFlow, getNodeId);
+          const newEdges = reconnectEdges(newGroupNode, removedEdges);
+          setNodes([
+            ...clonedNodes.filter(
+              (oldNodes) =>
+                !clonedSelection?.nodes.some(
+                  (selectionNode) => selectionNode.id === oldNodes.id
+                )
+            ),
+            newGroupNode,
+          ]);
+          setEdges([
+            ...clonedEdges.filter(
+              (oldEdge) =>
+                !clonedSelection!.nodes.some(
+                  (selectionNode) =>
+                    selectionNode.id === oldEdge.target ||
+                    selectionNode.id === oldEdge.source
+                )
+            ),
+            ...newEdges,
+          ]);
+        } else {
+          setErrorData({
+            title: INVALID_SELECTION_ERROR_ALERT,
+            list: validateSelection(lastSelection!, edges),
+          });
+        }
+      }
       if (
         (event.ctrlKey || event.metaKey) &&
         event.key === "p" &&
@@ -201,7 +252,7 @@ export default function Page({
       document.removeEventListener("keydown", onKeyDown);
       document.removeEventListener("mousemove", handleMouseMove);
     };
-  }, [lastCopiedSelection, lastSelection, takeSnapshot]);
+  }, [lastCopiedSelection, lastSelection, takeSnapshot, selectionMenuVisible]);
 
   useEffect(() => {
     if (reactFlowInstance && currentFlowId) {
@@ -437,10 +488,17 @@ export default function Page({
                       if (
                         validateSelection(lastSelection!, edges).length === 0
                       ) {
+                        const clonedNodes = cloneDeep(nodes);
+                        const clonedEdges = cloneDeep(edges);
+                        const clonedSelection = cloneDeep(lastSelection);
+                        updateIds(
+                          { nodes: clonedNodes, edges: clonedEdges },
+                          clonedSelection!
+                        );
                         const { newFlow, removedEdges } = generateFlow(
-                          lastSelection!,
-                          nodes,
-                          edges,
+                          clonedSelection!,
+                          clonedNodes,
+                          clonedEdges,
                           getRandomName()
                         );
                         const newGroupNode = generateNodeFromFlow(
@@ -451,20 +509,20 @@ export default function Page({
                           newGroupNode,
                           removedEdges
                         );
-                        setNodes((oldNodes) => [
-                          ...oldNodes.filter(
+                        setNodes([
+                          ...clonedNodes.filter(
                             (oldNodes) =>
-                              !lastSelection?.nodes.some(
+                              !clonedSelection?.nodes.some(
                                 (selectionNode) =>
                                   selectionNode.id === oldNodes.id
                               )
                           ),
                           newGroupNode,
                         ]);
-                        setEdges((oldEdges) => [
-                          ...oldEdges.filter(
+                        setEdges([
+                          ...clonedEdges.filter(
                             (oldEdge) =>
-                              !lastSelection!.nodes.some(
+                              !clonedSelection!.nodes.some(
                                 (selectionNode) =>
                                   selectionNode.id === oldEdge.target ||
                                   selectionNode.id === oldEdge.source
diff --git a/src/frontend/src/stores/flowStore.ts b/src/frontend/src/stores/flowStore.ts
index 16f6b75f4..4b991e829 100644
--- a/src/frontend/src/stores/flowStore.ts
+++ b/src/frontend/src/stores/flowStore.ts
@@ -1,4 +1,4 @@
-import { cloneDeep } from "lodash";
+import { cloneDeep, zip } from "lodash";
 import {
   Edge,
   EdgeChange,
@@ -26,6 +26,7 @@ import {
   ChatOutputType,
   FlowPoolObjectType,
   FlowStoreType,
+  VertexLayerElementType,
   chatInputType,
 } from "../types/zustand/flow";
 import { buildVertices } from "../utils/buildUtils";
@@ -36,6 +37,7 @@ import {
   getNodeId,
   scapeJSONParse,
   scapedJSONStringfy,
+  updateGroupRecursion,
   validateNodes,
 } from "../utils/reactflowUtils";
 import { getInputsAndOutputs } from "../utils/storeUtils";
@@ -221,6 +223,8 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
     );
   },
   paste: (selection, position) => {
+    function updateGroup() {}
+
     if (
       selection.nodes.some((node) => node.data.type === "ChatInput") &&
       checkChatInput(get().nodes)
@@ -257,6 +261,8 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
       let newId = getNodeId(node.data.type);
       idsMap[node.id] = newId;
 
+      updateGroupRecursion(node, selection.edges);
+
       // Create a new node object
       const newNode: NodeType = {
         id: newId,
@@ -459,9 +465,18 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
         // verticesLayers is a list of list of vertices ids, where each list is a layer of vertices
         // we want to add a new layer (next_vertices_ids) to the list of layers (verticesLayers)
         // and the values of next_vertices_ids to the list of vertices ids (verticesIds)
+
+        // const nextVertices will be the zip of vertexBuildData.next_vertices_ids and
+        // vertexBuildData.top_level_vertices
+        // the VertexLayerElementType as {id: next_vertices_id, layer: top_level_vertex}
+        const nextVertices: VertexLayerElementType[] = zip(
+          vertexBuildData.next_vertices_ids,
+          vertexBuildData.top_level_vertices
+        ).map(([id, reference]) => ({ id: id!, reference }));
+
         const newLayers = [
           ...get().verticesBuild!.verticesLayers,
-          vertexBuildData.next_vertices_ids,
+          nextVertices,
         ];
         const newIds = [
           ...get().verticesBuild!.verticesIds,
@@ -473,7 +488,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
           runId: runId,
         });
         get().updateBuildStatus(
-          vertexBuildData.next_vertices_ids,
+          vertexBuildData.top_level_vertices,
           BuildStatus.TO_BUILD
         );
       }
@@ -508,12 +523,19 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
         get().setIsBuilding(false);
       },
       onBuildUpdate: handleBuildUpdate,
-      onBuildError: (title, list, idList) => {
+      onBuildError: (title: string, list: string[], elementList) => {
+        const idList = elementList
+          .map((element) => element.id)
+          .filter(Boolean) as string[];
         useFlowStore.getState().updateBuildStatus(idList, BuildStatus.BUILT);
         setErrorData({ list, title });
         get().setIsBuilding(false);
       },
-      onBuildStart: (idList) => {
+      onBuildStart: (elementList) => {
+        const idList = elementList
+          // reference is the id of the vertex or the id of the parent in a group node
+          .map((element) => element.reference)
+          .filter(Boolean) as string[];
         useFlowStore.getState().updateBuildStatus(idList, BuildStatus.BUILDING);
       },
       validateNodes: validateSubgraph,
@@ -531,7 +553,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
   updateVerticesBuild: (
     vertices: {
       verticesIds: string[];
-      verticesLayers: string[][];
+      verticesLayers: VertexLayerElementType[][];
       runId: string;
     } | null
   ) => {
@@ -562,6 +584,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
   },
   updateBuildStatus: (nodeIdList: string[], status: BuildStatus) => {
     const newFlowBuildStatus = { ...get().flowBuildStatus };
+    console.log("newFlowBuildStatus", newFlowBuildStatus);
     nodeIdList.forEach((id) => {
       newFlowBuildStatus[id] = {
         status,
diff --git a/src/frontend/src/stores/flowsManagerStore.ts b/src/frontend/src/stores/flowsManagerStore.ts
index 2c9fca428..5d6a3c77f 100644
--- a/src/frontend/src/stores/flowsManagerStore.ts
+++ b/src/frontend/src/stores/flowsManagerStore.ts
@@ -1,8 +1,11 @@
 import { AxiosError } from "axios";
-import { cloneDeep } from "lodash";
+import { cloneDeep, debounce } from "lodash";
 import { Edge, Node, Viewport, XYPosition } from "reactflow";
 import { create } from "zustand";
-import { STARTER_FOLDER_NAME } from "../constants/constants";
+import {
+  SAVE_DEBOUNCE_TIME,
+  STARTER_FOLDER_NAME,
+} from "../constants/constants";
 import {
   deleteFlowFromDatabase,
   readFlowsFromDatabase,
@@ -92,22 +95,18 @@ const useFlowsManagerStore = create<FlowsManagerStoreType>((set, get) => ({
         });
     });
   },
-  autoSaveCurrentFlow: (nodes: Node[], edges: Edge[], viewport: Viewport) => {
-    // Clear the previous timeout if it exists.
-    if (saveTimeoutId) {
-      clearTimeout(saveTimeoutId);
-    }
-    set({ saveLoading: true });
-    // Set up a new timeout.
-    saveTimeoutId = setTimeout(() => {
+  autoSaveCurrentFlow: debounce(
+    (nodes: Node[], edges: Edge[], viewport: Viewport) => {
+      set({ saveLoading: true });
       if (get().currentFlow) {
         get().saveFlow(
           { ...get().currentFlow!, data: { nodes, edges, viewport } },
           true
         );
       }
-    }, 500); // Delay of 500ms because chat message depends on it.
-  },
+    },
+    SAVE_DEBOUNCE_TIME
+  ),
   saveFlow: (flow: FlowType, silent?: boolean) => {
     set({ saveLoading: true });
     return new Promise<void>((resolve, reject) => {
diff --git a/src/frontend/src/types/api/index.ts b/src/frontend/src/types/api/index.ts
index 172f01dad..297984d28 100644
--- a/src/frontend/src/types/api/index.ts
+++ b/src/frontend/src/types/api/index.ts
@@ -146,6 +146,7 @@ export type VertexBuildTypeAPI = {
   id: string;
   inactivated_vertices: Array<string> | null;
   next_vertices_ids: Array<string>;
+  top_level_vertices: Array<string>;
   run_id: string;
   valid: boolean;
   params: string;
diff --git a/src/frontend/src/types/zustand/flow/index.ts b/src/frontend/src/types/zustand/flow/index.ts
index 0f5fe6ecc..0fa8c971d 100644
--- a/src/frontend/src/types/zustand/flow/index.ts
+++ b/src/frontend/src/types/zustand/flow/index.ts
@@ -35,6 +35,11 @@ export type FlowPoolObjectType = {
   buildId: string;
 };
 
+export type VertexLayerElementType = {
+  id: string;
+  reference?: string;
+};
+
 export type FlowPoolType = {
   [key: string]: Array<FlowPoolObjectType>;
 };
@@ -103,7 +108,7 @@ export type FlowStoreType = {
   updateVerticesBuild: (
     vertices: {
       verticesIds: string[];
-      verticesLayers: string[][];
+      verticesLayers: VertexLayerElementType[][];
       runId: string;
     } | null
   ) => void;
@@ -111,7 +116,7 @@ export type FlowStoreType = {
   removeFromVerticesBuild: (vertices: string[]) => void;
   verticesBuild: {
     verticesIds: string[];
-    verticesLayers: string[][];
+    verticesLayers: VertexLayerElementType[][];
     runId: string;
   } | null;
   updateBuildStatus: (nodeId: string[], status: BuildStatus) => void;
diff --git a/src/frontend/src/utils/buildUtils.ts b/src/frontend/src/utils/buildUtils.ts
index 34edd1592..e702ec64b 100644
--- a/src/frontend/src/utils/buildUtils.ts
+++ b/src/frontend/src/utils/buildUtils.ts
@@ -4,6 +4,7 @@ import { getVerticesOrder, postBuildVertex } from "../controllers/API";
 import useAlertStore from "../stores/alertStore";
 import useFlowStore from "../stores/flowStore";
 import { VertexBuildTypeAPI } from "../types/api";
+import { VertexLayerElementType } from "../types/zustand/flow";
 
 type BuildVerticesParams = {
   flowId: string; // Assuming FlowType is the type for your flow
@@ -17,8 +18,8 @@ type BuildVerticesParams = {
     buildId: string
   ) => void; // Replace any with the actual type if it's not any
   onBuildComplete?: (allNodesValid: boolean) => void;
-  onBuildError?: (title, list, idList: string[]) => void;
-  onBuildStart?: (idList: string[]) => void;
+  onBuildError?: (title, list, idList: VertexLayerElementType[]) => void;
+  onBuildStart?: (idList: VertexLayerElementType[]) => void;
   validateNodes?: (nodes: string[]) => void;
 };
 
@@ -35,6 +36,7 @@ function getInactiveVertexData(vertexId: string): VertexBuildTypeAPI {
     inactivated_vertices: null,
     run_id: "",
     next_vertices_ids: [],
+    top_level_vertices: [],
     inactive_vertices: null,
     valid: false,
     timestamp: new Date().toISOString(),
@@ -48,7 +50,7 @@ export async function updateVerticesOrder(
   startNodeId?: string | null,
   stopNodeId?: string | null
 ): Promise<{
-  verticesLayers: string[][];
+  verticesLayers: VertexLayerElementType[][];
   verticesIds: string[];
   runId: string;
 }> {
@@ -66,7 +68,14 @@ export async function updateVerticesOrder(
       useFlowStore.getState().setIsBuilding(false);
       throw new Error("Invalid nodes");
     }
-    let verticesLayers: Array<Array<string>> = [orderResponse.data.ids];
+    // orderResponse.data.ids,
+    // for each id we need to build the VertexLayerElementType object as
+    // {id: id, reference: id}
+    let verticesLayers: Array<Array<VertexLayerElementType>> =
+      orderResponse.data.ids.map((id: string) => {
+        return [{ id: id, reference: id }];
+      });
+
     const runId = orderResponse.data.run_id;
     // if (nodeId) {
     //   for (let i = 0; i < verticesOrder.length; i += 1) {
@@ -160,17 +169,17 @@ export async function buildVertices({
     if (onBuildStart) onBuildStart(currentLayer);
     // Build each vertex in the current layer
     await Promise.all(
-      currentLayer.map(async (vertexId) => {
+      currentLayer.map(async (element) => {
         // Check if id is in the list of inactive nodes
         if (
           !useFlowStore
             .getState()
-            .verticesBuild?.verticesIds.includes(vertexId) &&
+            .verticesBuild?.verticesIds.includes(element.id) &&
           onBuildUpdate
         ) {
           // If it is, skip building and set the state to inactive
           onBuildUpdate(
-            getInactiveVertexData(vertexId),
+            getInactiveVertexData(element.id),
             BuildStatus.INACTIVE,
             runId
           );
@@ -181,7 +190,7 @@ export async function buildVertices({
         // Build the vertex
         await buildVertex({
           flowId,
-          id: vertexId,
+          id: element.id,
           input_value,
           onBuildUpdate: (data: VertexBuildTypeAPI, status: BuildStatus) => {
             if (onBuildUpdate) onBuildUpdate(data, status, runId);
@@ -226,7 +235,7 @@ async function buildVertex({
   id: string;
   input_value: string;
   onBuildUpdate?: (data: any, status: BuildStatus) => void;
-  onBuildError?: (title, list, idList: string[]) => void;
+  onBuildError?: (title, list, idList: VertexLayerElementType[]) => void;
   verticesIds: string[];
   buildResults: boolean[];
   stopBuild: () => void;
@@ -240,7 +249,7 @@ async function buildVertex({
         onBuildError!(
           "Error Building Component",
           [buildData.params],
-          verticesIds
+          verticesIds.map((id) => ({ id }))
         );
         stopBuild();
       }
@@ -251,7 +260,7 @@ async function buildVertex({
     onBuildError!(
       "Error Building Component",
       [(error as AxiosError<any>).response?.data?.detail ?? "Unknown Error"],
-      verticesIds
+      verticesIds.map((id) => ({ id }))
     );
     stopBuild();
   }
diff --git a/src/frontend/src/utils/reactflowUtils.ts b/src/frontend/src/utils/reactflowUtils.ts
index 012b0203a..edd48354e 100644
--- a/src/frontend/src/utils/reactflowUtils.ts
+++ b/src/frontend/src/utils/reactflowUtils.ts
@@ -204,23 +204,33 @@ export const processDataFromFlow = (flow: FlowType, refreshIds = true) => {
   return data;
 };
 
-export function updateIds(newFlow: ReactFlowJsonObject) {
+export function updateIds(
+  { edges, nodes }: { edges: Edge[]; nodes: Node[] },
+  selection?: { edges: Edge[]; nodes: Node[] }
+) {
   let idsMap = {};
-
-  if (newFlow.nodes)
-    newFlow.nodes.forEach((node: NodeType) => {
+  const selectionIds = selection?.nodes.map((n) => n.id);
+  if (nodes) {
+    nodes.forEach((node: NodeType) => {
       // Generate a unique node ID
-      let newId = getNodeId(
-        node.data.node?.flow ? "GroupNode" : node.data.type
-      );
+      let newId = getNodeId(node.data.type);
+      if (selection && !selectionIds?.includes(node.id)) {
+        newId = node.id;
+      }
       idsMap[node.id] = newId;
       node.id = newId;
       node.data.id = newId;
       // Add the new node to the list of nodes in state
     });
-
-  if (newFlow.edges)
-    newFlow.edges.forEach((edge: Edge) => {
+    selection?.nodes.forEach((sNode: NodeType) => {
+      let newId = idsMap[sNode.id];
+      sNode.id = newId;
+      sNode.data.id = newId;
+    });
+  }
+  const concatedEdges = [...edges, ...(selection?.edges ?? [])];
+  if (concatedEdges)
+    concatedEdges.forEach((edge: Edge) => {
       edge.source = idsMap[edge.source];
       edge.target = idsMap[edge.target];
       const sourceHandleObject: sourceHandleType = scapeJSONParse(
@@ -273,6 +283,8 @@ export function validateNode(node: NodeType, edges: Edge[]): Array<string> {
     node: { template },
   } = node.data;
 
+  const displayName = node.data.node.display_name;
+
   return Object.keys(template).reduce((errors: Array<string>, t) => {
     if (
       template[t].required &&
@@ -288,7 +300,9 @@ export function validateNode(node: NodeType, edges: Edge[]): Array<string> {
             node.id
       )
     ) {
-      errors.push(`${type} is missing ${getFieldTitle(template, t)}.`);
+      errors.push(
+        `${displayName || type} is missing ${getFieldTitle(template, t)}.`
+      );
     } else if (
       template[t].type === "dict" &&
       template[t].required &&
@@ -633,8 +647,8 @@ export function generateFlow(
 }
 
 export function reconnectEdges(groupNode: NodeType, excludedEdges: Edge[]) {
-  let newEdges = cloneDeep(excludedEdges);
   if (!groupNode.data.node!.flow) return [];
+  let newEdges = cloneDeep(excludedEdges);
   const { nodes, edges } = groupNode.data.node!.flow!.data!;
   const lastNode = findLastNode(groupNode.data.node!.flow!.data!);
   newEdges.forEach((edge) => {
@@ -951,7 +965,7 @@ export function connectedInputNodesOnHandle(
   return connectedNodes;
 }
 
-function updateProxyIdsOnTemplate(
+export function updateProxyIdsOnTemplate(
   template: APITemplateType,
   idsMap: { [key: string]: string }
 ) {
@@ -962,12 +976,16 @@ function updateProxyIdsOnTemplate(
   });
 }
 
-function updateEdgesIds(edges: Edge[], idsMap: { [key: string]: string }) {
+export function updateEdgesIds(
+  edges: Edge[],
+  idsMap: { [key: string]: string }
+) {
   edges.forEach((edge) => {
     let targetHandle: targetHandleType = edge.data.targetHandle;
     if (targetHandle.proxy && idsMap[targetHandle.proxy!.id]) {
       targetHandle.proxy!.id = idsMap[targetHandle.proxy!.id];
     }
+    console.log("edge", edge);
     edge.data.targetHandle = targetHandle;
     edge.targetHandle = scapedJSONStringfy(targetHandle);
   });
@@ -1255,3 +1273,18 @@ export function isInputType(type: string): boolean {
 export function isOutputType(type: string): boolean {
   return OUTPUT_TYPES.has(type);
 }
+
+export function updateGroupRecursion(groupNode: NodeType, edges: Edge[]) {
+  if (groupNode.data.node?.flow) {
+    groupNode.data.node.flow.data!.nodes.forEach((node) => {
+      if (node.data.node?.flow) {
+        updateGroupRecursion(node, node.data.node.flow.data!.edges);
+      }
+    });
+    let newFlow = groupNode.data.node!.flow;
+    const idsMap = updateIds(newFlow.data!);
+    updateProxyIdsOnTemplate(groupNode.data.node!.template, idsMap);
+    let flowEdges = edges;
+    updateEdgesIds(flowEdges, idsMap);
+  }
+}
diff --git a/src/frontend/src/utils/utils.ts b/src/frontend/src/utils/utils.ts
index 35326a456..8732ed3d1 100644
--- a/src/frontend/src/utils/utils.ts
+++ b/src/frontend/src/utils/utils.ts
@@ -705,3 +705,8 @@ export function sortFields(a, b, fieldOrder) {
   // You might want to sort them alphabetically or in another specific manner
   return a.localeCompare(b);
 }
+
+export function freezeObject(obj: any) {
+  if (!obj) return obj;
+  return JSON.parse(JSON.stringify(obj));
+}
diff --git a/tests/conftest.py b/tests/conftest.py
index 01c4379de..7708340c9 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -30,6 +30,7 @@ if TYPE_CHECKING:
 def pytest_configure():
     pytest.BASIC_EXAMPLE_PATH = Path(__file__).parent.absolute() / "data" / "basic_example.json"
     pytest.COMPLEX_EXAMPLE_PATH = Path(__file__).parent.absolute() / "data" / "complex_example.json"
+    pytest.COMPLEX_DEPS_EXAMPLE_PATH = Path(__file__).parent.absolute() / "data" / "complex_deps_example.json"
     pytest.OPENAPI_EXAMPLE_PATH = Path(__file__).parent.absolute() / "data" / "Openapi.json"
     pytest.GROUPED_CHAT_EXAMPLE_PATH = Path(__file__).parent.absolute() / "data" / "grouped_chat.json"
     pytest.ONE_GROUPED_CHAT_EXAMPLE_PATH = Path(__file__).parent.absolute() / "data" / "one_group_chat.json"
@@ -192,6 +193,16 @@ def json_vector_store():
         return f.read()
 
 
+@pytest.fixture
+def complex_graph_with_groups():
+    with open(pytest.COMPLEX_DEPS_EXAMPLE_PATH, "r") as f:
+        flow_graph = json.load(f)
+    data_graph = flow_graph["data"]
+    nodes = data_graph["nodes"]
+    edges = data_graph["edges"]
+    return Graph(nodes, edges)
+
+
 @pytest.fixture(name="client", autouse=True)
 def client_fixture(session: Session, monkeypatch):
     # Set the database url to a test database
diff --git a/tests/test_graph.py b/tests/test_graph.py
index e645a1c82..8395c304f 100644
--- a/tests/test_graph.py
+++ b/tests/test_graph.py
@@ -430,3 +430,15 @@ async def test_pickle_each_vertex(json_vector_store):
         assert pickled is not None
         unpickled = pickle.loads(pickled)
         assert unpickled is not None
+
+
+@pytest.mark.asyncio
+async def test_build_ordering(complex_graph_with_groups):
+    sorted_vertices = complex_graph_with_groups.sort_vertices(stop_component_id="ChatInput-Ay8QQ")
+    assert sorted_vertices == [
+        "ChatInput-Ay8QQ",
+        "RecordsAsText-vkx2A",
+        "FileLoader-Vo1Cq",
+    ]
+
+    sorted_vertices = complex_graph_with_groups.sort_vertices()