> ## 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.

# Overview

> What the Python Agent SDK is for and what surface it currently exposes.

The Python Agent SDK is a minimal local runtime for AI Stats Gateway.

Use it when you want:

* a lightweight bounded tool loop
* gateway-backed `responses` requests
* app-owned control over persistence and orchestration

## What it ships

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

## Next

* [Installation](./agent-sdk-installation.mdx)
* [Usage](./agent-sdk.mdx)