llama-index<0.12.0,>=0.10.0
llama-index-llms-gemini>=0.1.0
llama-index-embeddings-huggingface>=0.1.0
llama-index-vector-stores-chroma>=0.1.0
chromadb<0.6.0,>=0.4.0
pypdf>=4.0.0
python-docx>=1.0.0
python-dotenv>=1.0.0
sentence-transformers>=2.6.0
FlagEmbedding>=1.2.0
ragas>=0.1.0
pydantic>=2.0.0
numpy>=1.24.0
pandas>=2.0.0
tqdm>=4.65.0
asyncio-throttle>=1.0.0
psutil>=5.9.0
redis>=5.0.0
structlog>=23.0.0
fastapi>=0.100.0
uvicorn>=0.23.0

[all]
cohortrag-engine[dev,production,test]

[dev]
pytest>=7.0.0
pytest-cov>=4.0.0
pytest-asyncio>=0.21.0
black>=23.0.0
isort>=5.12.0
flake8>=6.0.0
mypy>=1.5.0
pre-commit>=3.0.0

[docker]
prometheus-client>=0.17.0
redis[hiredis]>=5.0.0

[production]
prometheus-client>=0.17.0
gunicorn>=21.0.0
redis[hiredis]>=5.0.0

[test]
pytest>=7.0.0
pytest-cov>=4.0.0
pytest-asyncio>=0.21.0
pytest-mock>=3.10.0
