> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ai-stats.phaseo.app/llms.txt
> Use this file to discover all available pages before exploring further.

# Usage

> Run a minimal local agent loop on top of AI Stats Gateway with the Python Agent SDK.

## Install

```bash theme={null}
pip install ai-stats-py-sdk ai-stats-agent-sdk
```

## Quickstart

```python theme={null}
from ai_stats_agent import create_agent, create_gateway_agent_client

agent = create_agent({
    "id": "quickstart-agent",
    "model": "openai/gpt-5.4-nano",
    "instructions": "Answer concisely and helpfully.",
})

result = agent.run(
    input="Give me one fun fact about cURL.",
    client=create_gateway_agent_client(),
)

print(result.output)
```

## What it ships

* `create_agent(...)`
* `define_tool(...)`
* `create_gateway_agent_client(...)`
* a bounded tool loop over the AI Stats `responses` API

## Related

* [Agent SDK overview](../agent-sdk/overview.mdx)
* [TypeScript Agent SDK](../typescript/agent-sdk.mdx)