LangGraph Agents Guide

Comprehensive reference for building, enhancing, and deploying football agents with LangGraph and the LangChain ReAct pattern.

Sample Agent File Structure

langchain-agent/
├── src/main.py              # Main agent with LangGraph ReAct
├── test_local.py            # Local testing (--llm flag for Bedrock)
├── requirements.txt         # langgraph, langchain-aws dependencies
└── .bedrock_agentcore.yaml  # AgentCore config