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GitHub / ThomasJay / RAG
Rag (Retreival Augmented Generation) Python solution with llama3, LangChain, Ollama and ChromaDB in a Flask API based solution
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJay%2FRAG
Stars: 0
Forks: 0
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 151 KB
Dependencies:
121
Created: 21 days ago
Updated: 21 days ago
Last pushed: 21 days ago
Last synced: 21 days ago
Files
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Readme
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Dependencies
requirements.txt
pypi
- Deprecated ==1.2.14
- Flask ==3.0.3
- Jinja2 ==3.1.3
- MarkupSafe ==2.1.5
- PyPika ==0.48.9
- PyYAML ==6.0.1
- Pygments ==2.17.2
- SQLAlchemy ==2.0.29
- Werkzeug ==3.0.2
- aiohttp ==3.9.5
- aiosignal ==1.3.1
- annotated-types ==0.6.0
- anyio ==4.3.0
- asgiref ==3.8.1
- attrs ==23.2.0
- backoff ==2.2.1
- bcrypt ==4.1.2
- blinker ==1.7.0
- build ==1.2.1
- cachetools ==5.3.3
- certifi ==2024.2.2
- cffi ==1.16.0
- charset-normalizer ==3.3.2
- chroma-hnswlib ==0.7.3
- chromadb ==0.4.24
- click ==8.1.7
- coloredlogs ==15.0.1
- cryptography ==42.0.5
- dataclasses-json ==0.6.4
- fastapi ==0.110.2
- fastembed ==0.2.6
- filelock ==3.13.4
- flatbuffers ==24.3.25
- frozenlist ==1.4.1
- fsspec ==2024.3.1
- google-auth ==2.29.0
- googleapis-common-protos ==1.63.0
- greenlet ==3.0.3
- grpcio ==1.62.2
- h11 ==0.14.0
- httptools ==0.6.1
- huggingface-hub ==0.20.3
- humanfriendly ==10.0
- idna ==3.7
- importlib-metadata ==7.0.0
- importlib_resources ==6.4.0
- itsdangerous ==2.2.0
- jsonpatch ==1.33
- jsonpointer ==2.4
- kubernetes ==29.0.0
- langchain ==0.1.16
- langchain-community ==0.0.34
- langchain-core ==0.1.45
- langchain-text-splitters ==0.0.1
- langsmith ==0.1.49
- loguru ==0.7.2
- markdown-it-py ==3.0.0
- marshmallow ==3.21.1
- mdurl ==0.1.2
- mmh3 ==4.1.0
- monotonic ==1.6
- mpmath ==1.3.0
- multidict ==6.0.5
- mypy-extensions ==1.0.0
- numpy ==1.26.4
- oauthlib ==3.2.2
- onnx ==1.16.0
- onnxruntime ==1.17.3
- opentelemetry-api ==1.24.0
- opentelemetry-exporter-otlp-proto-common ==1.24.0
- opentelemetry-exporter-otlp-proto-grpc ==1.24.0
- opentelemetry-instrumentation ==0.45b0
- opentelemetry-instrumentation-asgi ==0.45b0
- opentelemetry-instrumentation-fastapi ==0.45b0
- opentelemetry-proto ==1.24.0
- opentelemetry-sdk ==1.24.0
- opentelemetry-semantic-conventions ==0.45b0
- opentelemetry-util-http ==0.45b0
- orjson ==3.10.1
- overrides ==7.7.0
- packaging ==23.2
- pdfminer.six ==20231228
- pdfplumber ==0.11.0
- pillow ==10.3.0
- posthog ==3.5.0
- protobuf ==4.25.3
- pulsar-client ==3.5.0
- pyasn1 ==0.6.0
- pyasn1_modules ==0.4.0
- pycparser ==2.22
- pydantic ==2.7.0
- pydantic_core ==2.18.1
- pypdfium2 ==4.29.0
- pyproject_hooks ==1.0.0
- python-dateutil ==2.9.0.post0
- python-dotenv ==1.0.1
- requests ==2.31.0
- requests-oauthlib ==2.0.0
- rich ==13.7.1
- rsa ==4.9
- setuptools ==69.5.1
- shellingham ==1.5.4
- six ==1.16.0
- sniffio ==1.3.1
- starlette ==0.37.2
- sympy ==1.12
- tenacity ==8.2.3
- tokenizers ==0.15.2
- tqdm ==4.66.2
- typer ==0.12.3
- typing-inspect ==0.9.0
- typing_extensions ==4.11.0
- urllib3 ==2.2.1
- uvicorn ==0.29.0
- uvloop ==0.19.0
- watchfiles ==0.21.0
- websocket-client ==1.7.0
- websockets ==12.0
- wrapt ==1.16.0
- yarl ==1.9.4
- zipp ==3.18.1