> ## Documentation Index
> Fetch the complete documentation index at: https://arizeai-433a7140-claude-llms-txt-2026-08-12.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# AutoGen

> AutoGen is an open-source Python framework for orchestrating multi-agent LLM interactions with shared memory and tool integrations to build scalable AI workflows

<Card title="AutoGen" href="https://microsoft.github.io/autogen/stable/" icon="globe" horizontal>
  [](https://microsoft.github.io/autogen/stable/)
</Card>

<Note>
  `openinference-instrumentation-autogen` is now a thin, deprecated compatibility facade that
  delegates to `AG2Instrumentor`. For new applications, use the
  [AG2 Tracing](/docs/phoenix/integrations/python/ag2/ag2-tracing) integration instead.
</Note>

<Columns cols={2}>
  <Card img="https://storage.googleapis.com/arize-phoenix-assets/assets/images/phoenix-docs-images/1946e18f-image.avif" horizontal title="AutoGen Tracing" href="/docs/phoenix/integrations/python/autogen/autogen-tracing" />

  <Card img="https://storage.googleapis.com/arize-phoenix-assets/assets/images/phoenix-docs-images/9a7aa063-image.avif" horizontal title="AutoGen AgentChat Tracing" href="/docs/phoenix/integrations/python/autogen/autogen-agentchat-tracing" />
</Columns>

### Featured Tutorials

<Columns cols={2}>
  <Card img="https://storage.googleapis.com/arize-phoenix-assets/assets/images/phoenix-docs-images/82e8d22e-image.jpeg" horizontal title="What is AutoGen?" href="https://arize.com/blog/what-is-autogen/" />

  <Card img="https://storage.googleapis.com/arize-phoenix-assets/assets/images/phoenix-docs-images/0098cee1-image.jpeg" horizontal title="AI Agents Masterclass w/ Chi Wang" href="https://www.youtube.com/watch?v=fuvcV8o5wb0" />
</Columns>