# Pandas Semantic Search — Local Vector Search for pandas

> Semantic search on pandas DataFrames, in one line of Python, with no API key.

Canonical: https://omna.dev/pandas-semantic-search

```python
import pandas as pd, omna
df = pd.read_parquet("notes.parquet")
df.omna.search("billing dispute", top_k=3)
```