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How to create a ReAct agent from scratch (Functional API)
A technical guide demonstrating the implementation of a ReAct agent using LangGraph's Functional API, covering basic setup, tool integration, and conversation persistence. The guide walks through crea
ting a functional agent that can process queries, make tool calls, and maintain conversation context across multiple interactions.

Reasons to Read -- Learn:

  • how to build a practical ReAct agent from scratch using LangGraph, with clear code examples and explanations for each component of the implementation.
  • how to implement thread-level persistence in your AI agent, enabling it to maintain conversation context and create more natural multi-turn interactions.
  • how to integrate custom tools with a chat model, demonstrated through a practical weather lookup example that shows both synchronous and parallel tool execution patterns.
  • publisher: Site not found · GitHub Pages
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