milvusql-sqlalchemy
A SQLAlchemy 2.0 dialect for Milvus, built on the
milvusql DBAPI.
pip install milvusql-sqlalchemy
from sqlalchemy import create_engine, select
from milvusql_sqlalchemy.types import VECTOR
engine = create_engine(
"milvusql:///items.db"
) # Milvus Lite, or a real server's URI
with (
engine.connect() as conn
): # items: Table with an `embedding` VECTOR column
rows = conn.execute(
select(items.c.id, items.c.category)
.order_by(items.c.embedding.l2_distance([0.1] * 768))
.limit(5)
).all()
Full docs: https://Callix-Tools.github.io/milvusql-docs/docs/sqlalchemy/overview
Status: early development, not yet published.
License
MIT
1 maintainer
Release files for milvusql-sqlalchemy 0.1.2
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Source distribution (sdist)
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| milvusql_sqlalchemy-0.1.2.tar.gz | 13.6 kB | Details |
Built distribution (wheel)
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|---|---|---|---|---|
| milvusql_sqlalchemy-0.1.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 30.7 kB
Release files / milvusql_sqlalchemy-0.1.2.tar.gz
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