> For the complete documentation index, see [llms.txt](https://aita-1.gitbook.io/aita/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://aita-1.gitbook.io/aita/reference/agent/pyarrow.md).

# Pyarrow Agent

The Pyarrow agent is an Aita agent that runs on the Pyarrow library. The Pyarrow agent can be used to ask questions in natural language and interact with Pyarrow Tables.

## Example

{% code title="python" %}

```python
from aita.agent.pyarrow import PyArrowAgent 
import pyarrow as pa

table = pa.table({
    'customer_id': pa.array([1, 2, 3, 4, 5]),
    'purchase_amount': pa.array([100, 200, 300, 400, 500])
})

pa_agent = PyArrowAgent("gpt-3.5-turbo") \
    .add_table(table)

pa_agent.stream("I want to get the top customers which making the most purchases")
```

{% endcode %}