Omna · Python

Embed a DataFrame Locally

A one-line API for embedding every row of a DataFrame using a local MiniLM model — no API key, no rate limit.

The API

import polars as pl, omna
df = pl.read_parquet("docs.parquet")
embedded = df.omna.embed(column="text")  # adds an "embedding" column

Try it now

pip install omna