numpy>=1.21.2
pandas>=1.3.0
scikit-learn>=0.19.0

[elasticsearch]
elasticsearch>=8.5.0

[faiss]
faiss-cpu>=1.7.1

[pinecone]
pinecone-client>=2.2.0

[postgres]
psycopg2-binary~=2.9.3
SQLAlchemy~=1.3.22

[redis]
redis>=4.3.0
