> For the complete documentation index, see [llms.txt](https://tailwindsdocs.innovativesol.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://tailwindsdocs.innovativesol.com/readme/chatflows/langchain/agents/react-agent-llm.md).

# ReAct Agent LLM

Agent that uses the [ReAct](https://react-lm.github.io/) (Reasoning and Acting) logic to decide what action to take, optimized to be used with Non Chat Models.

<figure><img src="https://662370747-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F3VoWwSsyrEg0DEvIIjv9%2Fuploads%2Fgit-blob-4435db0baf69fd6b9fe229b658b0bfdd506d75e6%2Fimage%20(174).png?alt=media" alt="" width="325"><figcaption></figcaption></figure>

<figure><img src="https://662370747-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F3VoWwSsyrEg0DEvIIjv9%2Fuploads%2Fgit-blob-a911824ff6a3794406baad34170284c6492f17df%2Fimage%20(7)%20(1)%20(1)%20(1)%20(1)%20(1)%20(1).png?alt=media" alt="" width="335"><figcaption><p>ReAct Agent LLM Node</p></figcaption></figure>