click
pytz
streamlit-autorefresh
streamlit!=1.34.0,<1.44
streamlit_extras
tqdm
s3fs
oss2
psutil
polars
plotly
environs
pydantic<v2
scikit-learn
pymilvus

[aliyun_opensearch]
alibabacloud_ha3engine_vector
alibabacloud_searchengine20211025

[all]
grpcio==1.53.0
grpcio-tools==1.53.0
qdrant-client
pinecone-client
weaviate-client
elasticsearch
sqlalchemy
redis
chromadb
pgvector
psycopg
psycopg-binary
pgvecto_rs[psycopg3]>=0.2.2
opensearch-dsl
opensearch-py
memorydb
alibabacloud_ha3engine_vector
alibabacloud_searchengine20211025
mariadb
PyMySQL
clickhouse-connect
pyvespa
lancedb
mysql-connector-python

[chromadb]
chromadb

[clickhouse]
clickhouse-connect

[elastic]
elasticsearch

[lancedb]
lancedb

[mariadb]
mariadb

[memorydb]
memorydb

[mongodb]
pymongo

[oceanbase]
mysql-connector-python

[opensearch]
opensearch-py

[pgvecto_rs]
pgvecto_rs[psycopg3]>=0.2.2

[pgvector]
psycopg
psycopg-binary
pgvector

[pinecone]
pinecone-client

[qdrant]
qdrant-client

[redis]
redis

[test]
black
ruff
pytest

[tidb]
PyMySQL

[vespa]
pyvespa

[weaviate]
weaviate-client
