click
pyyaml
pytz
streamlit<2,>=1.47
tqdm
s3fs
oss2
psutil
polars
plotly
environs
pydantic<3,>=2.0
scikit-learn
pymilvus<3.0.0
hdrhistogram>=0.10.1
ujson

[alisql]
mysql-connector-python

[aliyun_opensearch]
alibabacloud_ha3engine_vector

[chromadb]
chromadb

[clickhouse]
clickhouse-connect

[cockroachdb]
psycopg[binary,pool]
pgvector

[doris]
doris-vector-search

[elastic]
elasticsearch

[endee]
endee==0.1.10

[lancedb]
lancedb

[lindorm]
opensearch-py

[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

[pinot]
requests

[polardb]
PyMySQL

[qdrant]
qdrant-client

[redis]
redis

[restful]
flask

[seekdb]
mysql-connector-python

[test]
black
ruff
pytest

[tidb]
PyMySQL

[turbopuffer]
turbopuffer

[vespa]
pyvespa

[weaviate]
weaviate-client

[zvec]
zvec
