# Embed a Pandas or Polars DataFrame Locally

> Generate text embeddings for every row of a DataFrame locally, in-process, with a Rust kernel.

Canonical: https://omna.dev/embed-dataframe-locally

```python
df.omna.embed(column="text")  # adds an "embedding" column
```