reqs

constants.py

@@ -9,4 +9,5 @@ LANGCHAIN_TRACING_V2=True
 LANGCHAIN_ENDPOINT='https://api.smith.langchain.com'
 QDRANT_API_KEY = os.environ.get("QDRANT_API_KEY")
 QDRANT_ENDPOINT = os.environ.get("QDRANT_ENDPOINT")
-TAVILY_API_KEY = os.environ.get("TAVILY_API_KEY")
+TAVILY_API_KEY = os.environ.get("TAVILY_API_KEY")
+COHERE_API_KEY = os.environ.get("COHERE_API_KEY")

requirements.in

@@ -1,9 +1,105 @@
+aiofiles
+aiohappyeyeballs
+aiohttp
+aiosignal
+annotated-types
+anyio
+async-timeout
+asyncer
+attrs
+bidict
+certifi
+chainlit
+charset-normalizer
+click
+dataclasses-json
+Deprecated
+distro
+exceptiongroup
+fastapi
+fastapi-socketio
+filetype
+frozenlist
+googleapis-common-protos
+greenlet
+grpcio
+grpcio-tools
+h11
+h2
+hpack
+httpcore
+httpx
+hyperframe
+idna
+importlib_metadata
+jiter
+jsonpatch
+jsonpointer
 langchain
-langchain-experimental
-langchain-qdrant
 langchain-community
-qdrant-client
-langchain-anthropic
+langchain-core
 langchain-openai
+langchain-qdrant
+langchain-anthropic
 langchain-huggingface
-chainlit
+langchain-experimental
+langchain-text-splitters
+langchain-cohere
+langgraph
+langsmith
+Lazify
+marshmallow
+multidict
+mypy-extensions
+nest-asyncio
+numpy
+openai
+opentelemetry-api
+opentelemetry-exporter-otlp
+opentelemetry-exporter-otlp-proto-common
+opentelemetry-exporter-otlp-proto-grpc
+opentelemetry-exporter-otlp-proto-http
+opentelemetry-instrumentation
+opentelemetry-proto
+opentelemetry-sdk
+opentelemetry-semantic-conventions
+orjson
+packaging
+portalocker
+protobuf
+pydantic
+pydantic-settings
+pydantic_core
+PyJWT
+PyMuPDF
+PyMuPDFb
+python-dotenv
+python-engineio
+python-graphql-client
+python-multipart
+python-socketio
+PyYAML
+qdrant-client
+regex
+requests
+simple-websocket
+sniffio
+SQLAlchemy
+starlette
+syncer
+tavily-python
+tenacity
+tiktoken
+tomli
+tqdm
+typing-inspect
+typing_extensions
+uptrace
+urllib3
+uvicorn
+watchfiles
+websockets
+wrapt
+wsproto
+yarl
+zipp

requirements.txt

@@ -1,105 +1,645 @@
+#
+# This file is autogenerated by pip-compile with Python 3.11
+# by the following command:
+#
+#    pip-compile requirements.in
+#
 aiofiles==23.2.1
+    # via
+    #   -r requirements.in
+    #   chainlit
 aiohappyeyeballs==2.4.3
+    # via
+    #   -r requirements.in
+    #   aiohttp
 aiohttp==3.10.8
+    # via
+    #   -r requirements.in
+    #   langchain
+    #   langchain-community
+    #   python-graphql-client
 aiosignal==1.3.1
+    # via
+    #   -r requirements.in
+    #   aiohttp
 annotated-types==0.7.0
+    # via
+    #   -r requirements.in
+    #   pydantic
+anthropic==0.36.2
+    # via langchain-anthropic
 anyio==3.7.1
+    # via
+    #   -r requirements.in
+    #   anthropic
+    #   asyncer
+    #   httpcore
+    #   openai
+    #   starlette
+    #   watchfiles
 async-timeout==4.0.3
+    # via -r requirements.in
 asyncer==0.0.2
+    # via
+    #   -r requirements.in
+    #   chainlit
 attrs==24.2.0
+    # via
+    #   -r requirements.in
+    #   aiohttp
 bidict==0.23.1
+    # via
+    #   -r requirements.in
+    #   python-socketio
 certifi==2024.8.30
+    # via
+    #   -r requirements.in
+    #   httpcore
+    #   httpx
+    #   requests
 chainlit==0.7.700
+    # via -r requirements.in
 charset-normalizer==3.3.2
+    # via
+    #   -r requirements.in
+    #   requests
 click==8.1.7
+    # via
+    #   -r requirements.in
+    #   chainlit
+    #   uvicorn
+cohere==5.11.1
+    # via langchain-cohere
 dataclasses-json==0.5.14
-Deprecated==1.2.14
+    # via
+    #   -r requirements.in
+    #   chainlit
+    #   langchain-community
+defusedxml==0.7.1
+    # via langchain-anthropic
+deprecated==1.2.14
+    # via
+    #   -r requirements.in
+    #   opentelemetry-api
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+    #   opentelemetry-semantic-conventions
 distro==1.9.0
+    # via
+    #   -r requirements.in
+    #   anthropic
+    #   openai
 exceptiongroup==1.2.2
+    # via -r requirements.in
 fastapi==0.100.1
+    # via
+    #   -r requirements.in
+    #   chainlit
+    #   fastapi-socketio
 fastapi-socketio==0.0.10
+    # via
+    #   -r requirements.in
+    #   chainlit
+fastavro==1.9.7
+    # via cohere
+filelock==3.16.1
+    # via
+    #   huggingface-hub
+    #   torch
+    #   transformers
+    #   triton
 filetype==1.2.0
+    # via
+    #   -r requirements.in
+    #   chainlit
 frozenlist==1.4.1
+    # via
+    #   -r requirements.in
+    #   aiohttp
+    #   aiosignal
+fsspec==2024.9.0
+    # via
+    #   huggingface-hub
+    #   torch
 googleapis-common-protos==1.65.0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
 greenlet==3.1.1
+    # via
+    #   -r requirements.in
+    #   sqlalchemy
 grpcio==1.66.2
+    # via
+    #   -r requirements.in
+    #   grpcio-tools
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   qdrant-client
 grpcio-tools==1.62.3
+    # via
+    #   -r requirements.in
+    #   qdrant-client
 h11==0.14.0
+    # via
+    #   -r requirements.in
+    #   httpcore
+    #   uvicorn
+    #   wsproto
 h2==4.1.0
+    # via
+    #   -r requirements.in
+    #   httpx
 hpack==4.0.0
+    # via
+    #   -r requirements.in
+    #   h2
 httpcore==0.17.3
-httpx==0.24.1
+    # via
+    #   -r requirements.in
+    #   httpx
+httpx[http2]==0.24.1
+    # via
+    #   -r requirements.in
+    #   anthropic
+    #   chainlit
+    #   cohere
+    #   langsmith
+    #   openai
+    #   qdrant-client
+    #   tavily-python
+httpx-sse==0.4.0
+    # via cohere
+huggingface-hub==0.26.0
+    # via
+    #   langchain-huggingface
+    #   sentence-transformers
+    #   tokenizers
+    #   transformers
 hyperframe==6.0.1
+    # via
+    #   -r requirements.in
+    #   h2
 idna==3.10
-importlib_metadata==8.4.0
+    # via
+    #   -r requirements.in
+    #   anyio
+    #   httpx
+    #   requests
+    #   yarl
+importlib-metadata==8.4.0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-api
+jinja2==3.1.4
+    # via torch
 jiter==0.5.0
+    # via
+    #   -r requirements.in
+    #   anthropic
+    #   openai
+joblib==1.4.2
+    # via scikit-learn
 jsonpatch==1.33
+    # via
+    #   -r requirements.in
+    #   langchain-core
 jsonpointer==3.0.0
+    # via
+    #   -r requirements.in
+    #   jsonpatch
 langchain==0.3.0
+    # via
+    #   -r requirements.in
+    #   langchain-community
+langchain-anthropic==0.2.1
+    # via -r requirements.in
+langchain-cohere==0.3.0
+    # via -r requirements.in
 langchain-community==0.3.0
+    # via
+    #   -r requirements.in
+    #   langchain-experimental
 langchain-core==0.3.1
+    # via
+    #   -r requirements.in
+    #   langchain
+    #   langchain-anthropic
+    #   langchain-cohere
+    #   langchain-community
+    #   langchain-experimental
+    #   langchain-huggingface
+    #   langchain-openai
+    #   langchain-qdrant
+    #   langchain-text-splitters
+    #   langgraph
+    #   langgraph-checkpoint
+langchain-experimental==0.3.0
+    # via
+    #   -r requirements.in
+    #   langchain-cohere
+langchain-huggingface==0.1.0
+    # via -r requirements.in
 langchain-openai==0.2.0
+    # via -r requirements.in
 langchain-qdrant==0.1.4
-langchain-anthropic
-langchain-huggingface
-langchain-experimental
+    # via -r requirements.in
 langchain-text-splitters==0.3.0
-langchain-cohere
-langgraph
+    # via
+    #   -r requirements.in
+    #   langchain
+langgraph==0.2.35
+    # via -r requirements.in
+langgraph-checkpoint==2.0.1
+    # via langgraph
 langsmith==0.1.121
-Lazify==0.4.0
+    # via
+    #   -r requirements.in
+    #   langchain
+    #   langchain-community
+    #   langchain-core
+lazify==0.4.0
+    # via
+    #   -r requirements.in
+    #   chainlit
+markupsafe==3.0.2
+    # via jinja2
 marshmallow==3.22.0
+    # via
+    #   -r requirements.in
+    #   dataclasses-json
+mpmath==1.3.0
+    # via sympy
+msgpack==1.1.0
+    # via langgraph-checkpoint
 multidict==6.1.0
+    # via
+    #   -r requirements.in
+    #   aiohttp
+    #   yarl
 mypy-extensions==1.0.0
+    # via
+    #   -r requirements.in
+    #   typing-inspect
 nest-asyncio==1.6.0
+    # via
+    #   -r requirements.in
+    #   chainlit
+networkx==3.4.1
+    # via torch
 numpy==1.26.4
+    # via
+    #   -r requirements.in
+    #   langchain
+    #   langchain-community
+    #   pandas
+    #   qdrant-client
+    #   scikit-learn
+    #   scipy
+    #   transformers
+nvidia-cublas-cu12==12.4.5.8
+    # via
+    #   nvidia-cudnn-cu12
+    #   nvidia-cusolver-cu12
+    #   torch
+nvidia-cuda-cupti-cu12==12.4.127
+    # via torch
+nvidia-cuda-nvrtc-cu12==12.4.127
+    # via torch
+nvidia-cuda-runtime-cu12==12.4.127
+    # via torch
+nvidia-cudnn-cu12==9.1.0.70
+    # via torch
+nvidia-cufft-cu12==11.2.1.3
+    # via torch
+nvidia-curand-cu12==10.3.5.147
+    # via torch
+nvidia-cusolver-cu12==11.6.1.9
+    # via torch
+nvidia-cusparse-cu12==12.3.1.170
+    # via
+    #   nvidia-cusolver-cu12
+    #   torch
+nvidia-nccl-cu12==2.21.5
+    # via torch
+nvidia-nvjitlink-cu12==12.4.127
+    # via
+    #   nvidia-cusolver-cu12
+    #   nvidia-cusparse-cu12
+    #   torch
+nvidia-nvtx-cu12==12.4.127
+    # via torch
 openai==1.51.0
+    # via
+    #   -r requirements.in
+    #   langchain-openai
 opentelemetry-api==1.27.0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+    #   opentelemetry-instrumentation
+    #   opentelemetry-sdk
+    #   opentelemetry-semantic-conventions
+    #   uptrace
 opentelemetry-exporter-otlp==1.27.0
+    # via
+    #   -r requirements.in
+    #   uptrace
 opentelemetry-exporter-otlp-proto-common==1.27.0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
 opentelemetry-exporter-otlp-proto-grpc==1.27.0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-exporter-otlp
 opentelemetry-exporter-otlp-proto-http==1.27.0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-exporter-otlp
 opentelemetry-instrumentation==0.48b0
+    # via
+    #   -r requirements.in
+    #   uptrace
 opentelemetry-proto==1.27.0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-exporter-otlp-proto-common
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
 opentelemetry-sdk==1.27.0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-exporter-otlp-proto-grpc
+    #   opentelemetry-exporter-otlp-proto-http
+    #   uptrace
 opentelemetry-semantic-conventions==0.48b0
+    # via
+    #   -r requirements.in
+    #   opentelemetry-sdk
 orjson==3.10.7
+    # via
+    #   -r requirements.in
+    #   langsmith
 packaging==23.2
+    # via
+    #   -r requirements.in
+    #   chainlit
+    #   huggingface-hub
+    #   langchain-core
+    #   marshmallow
+    #   transformers
+pandas==2.2.3
+    # via langchain-cohere
+parameterized==0.9.0
+    # via cohere
+pillow==11.0.0
+    # via sentence-transformers
 portalocker==2.10.1
+    # via
+    #   -r requirements.in
+    #   qdrant-client
 protobuf==4.25.5
+    # via
+    #   -r requirements.in
+    #   googleapis-common-protos
+    #   grpcio-tools
+    #   opentelemetry-proto
 pydantic==2.9.2
+    # via
+    #   -r requirements.in
+    #   anthropic
+    #   chainlit
+    #   cohere
+    #   fastapi
+    #   langchain
+    #   langchain-anthropic
+    #   langchain-cohere
+    #   langchain-core
+    #   langchain-qdrant
+    #   langsmith
+    #   openai
+    #   pydantic-settings
+    #   qdrant-client
+pydantic-core==2.23.4
+    # via
+    #   -r requirements.in
+    #   cohere
+    #   pydantic
 pydantic-settings==2.5.2
-pydantic_core==2.23.4
-PyJWT==2.9.0
-PyMuPDF==1.24.10
-PyMuPDFb==1.24.10
+    # via
+    #   -r requirements.in
+    #   langchain-community
+pyjwt==2.9.0
+    # via
+    #   -r requirements.in
+    #   chainlit
+pymupdf==1.24.10
+    # via -r requirements.in
+pymupdfb==1.24.10
+    # via
+    #   -r requirements.in
+    #   pymupdf
+python-dateutil==2.9.0.post0
+    # via pandas
 python-dotenv==1.0.1
+    # via
+    #   -r requirements.in
+    #   chainlit
+    #   pydantic-settings
 python-engineio==4.9.1
+    # via
+    #   -r requirements.in
+    #   python-socketio
 python-graphql-client==0.4.3
+    # via
+    #   -r requirements.in
+    #   chainlit
 python-multipart==0.0.6
+    # via
+    #   -r requirements.in
+    #   chainlit
 python-socketio==5.11.4
-PyYAML==6.0.2
+    # via
+    #   -r requirements.in
+    #   fastapi-socketio
+pytz==2024.2
+    # via pandas
+pyyaml==6.0.2
+    # via
+    #   -r requirements.in
+    #   huggingface-hub
+    #   langchain
+    #   langchain-community
+    #   langchain-core
+    #   transformers
 qdrant-client==1.11.2
+    # via
+    #   -r requirements.in
+    #   langchain-qdrant
 regex==2024.9.11
+    # via
+    #   -r requirements.in
+    #   tiktoken
+    #   transformers
 requests==2.32.3
+    # via
+    #   -r requirements.in
+    #   cohere
+    #   huggingface-hub
+    #   langchain
+    #   langchain-community
+    #   langsmith
+    #   opentelemetry-exporter-otlp-proto-http
+    #   python-graphql-client
+    #   tavily-python
+    #   tiktoken
+    #   transformers
+safetensors==0.4.5
+    # via transformers
+scikit-learn==1.5.2
+    # via sentence-transformers
+scipy==1.14.1
+    # via
+    #   scikit-learn
+    #   sentence-transformers
+sentence-transformers==3.2.0
+    # via langchain-huggingface
 simple-websocket==1.0.0
+    # via
+    #   -r requirements.in
+    #   python-engineio
+six==1.16.0
+    # via python-dateutil
 sniffio==1.3.1
-SQLAlchemy==2.0.35
+    # via
+    #   -r requirements.in
+    #   anthropic
+    #   anyio
+    #   httpcore
+    #   httpx
+    #   openai
+sqlalchemy==2.0.35
+    # via
+    #   -r requirements.in
+    #   langchain
+    #   langchain-community
 starlette==0.27.0
+    # via
+    #   -r requirements.in
+    #   fastapi
+sympy==1.13.1
+    # via torch
 syncer==2.0.3
-tavily-python
+    # via
+    #   -r requirements.in
+    #   chainlit
+tabulate==0.9.0
+    # via langchain-cohere
+tavily-python==0.5.0
+    # via -r requirements.in
 tenacity==8.5.0
+    # via
+    #   -r requirements.in
+    #   langchain
+    #   langchain-community
+    #   langchain-core
+threadpoolctl==3.5.0
+    # via scikit-learn
 tiktoken==0.7.0
+    # via
+    #   -r requirements.in
+    #   langchain-openai
+    #   tavily-python
+tokenizers==0.20.1
+    # via
+    #   anthropic
+    #   cohere
+    #   langchain-huggingface
+    #   transformers
 tomli==2.0.1
+    # via
+    #   -r requirements.in
+    #   chainlit
+torch==2.5.0
+    # via sentence-transformers
 tqdm==4.66.5
+    # via
+    #   -r requirements.in
+    #   huggingface-hub
+    #   openai
+    #   sentence-transformers
+    #   transformers
+transformers==4.45.2
+    # via
+    #   langchain-huggingface
+    #   sentence-transformers
+triton==3.1.0
+    # via torch
+types-requests==2.32.0.20241016
+    # via cohere
+typing-extensions==4.12.2
+    # via
+    #   -r requirements.in
+    #   anthropic
+    #   cohere
+    #   fastapi
+    #   huggingface-hub
+    #   langchain-core
+    #   openai
+    #   opentelemetry-sdk
+    #   pydantic
+    #   pydantic-core
+    #   sqlalchemy
+    #   torch
+    #   typing-inspect
 typing-inspect==0.9.0
-typing_extensions==4.12.2
+    # via
+    #   -r requirements.in
+    #   dataclasses-json
+tzdata==2024.2
+    # via pandas
 uptrace==1.26.0
+    # via
+    #   -r requirements.in
+    #   chainlit
 urllib3==2.2.3
+    # via
+    #   -r requirements.in
+    #   qdrant-client
+    #   requests
+    #   types-requests
 uvicorn==0.23.2
+    # via
+    #   -r requirements.in
+    #   chainlit
 watchfiles==0.20.0
+    # via
+    #   -r requirements.in
+    #   chainlit
 websockets==13.1
+    # via
+    #   -r requirements.in
+    #   python-graphql-client
 wrapt==1.16.0
+    # via
+    #   -r requirements.in
+    #   deprecated
+    #   opentelemetry-instrumentation
 wsproto==1.2.0
+    # via
+    #   -r requirements.in
+    #   simple-websocket
 yarl==1.13.1
-zipp==3.20.2
+    # via
+    #   -r requirements.in
+    #   aiohttp
+zipp==3.20.2
+    # via
+    #   -r requirements.in
+    #   importlib-metadata
+
+# The following packages are considered to be unsafe in a requirements file:
+# setuptools