Omna · Python

A Local Pinecone Alternative for Python

If you reach for Pinecone for an analytical workload — a notebook, a daily ETL job, a one-off exploration — you are paying for a distributed service you don't need. Omna gives you the same API surface on the DataFrame itself.

The API

import polars as pl
import omna
hits = pl.read_parquet("docs.parquet").omna.search("renewal terms", top_k=5)

Try it now

pip install omna