click
pytz
streamlit-autorefresh
streamlit!=1.34.0
streamlit_extras
tqdm
s3fs
oss2
psutil
polars
plotly
environs
pydantic<v2
scikit-learn
pymilvus

[all]
grpcio==1.53.0
grpcio-tools==1.53.0
qdrant-client
pinecone-client
weaviate-client
elasticsearch
pgvector
pgvecto_rs[psycopg3]>=0.2.2
sqlalchemy
redis
chromadb
psycopg
psycopg-binary
opensearch-dsl==2.1.0
opensearch-py==2.6.0

[alloydb]
psycopg
psycopg-binary
pgvector

[awsopensearch]
awsopensearch

[chromadb]
chromadb

[elastic]
elasticsearch

[memorydb]
memorydb

[pgdiskann]
psycopg
psycopg-binary
pgvector

[pgvecto_rs]
pgvecto_rs[psycopg3]>=0.2.2

[pgvector]
psycopg
psycopg-binary
pgvector

[pgvectorscale]
psycopg
psycopg-binary
pgvector

[pinecone]
pinecone-client

[qdrant]
qdrant-client

[redis]
redis

[test]
ruff
pytest

[weaviate]
weaviate-client

[zilliz_cloud]
