How to Build Your First Multi-Agent AI System in Python and LangGraph

60 · freeCodeCamp.org · July 15, 2026, 12:51 a.m.
AI multi-agent ollama AI agents AI Python Tutorials LangGraph
Summary
This tutorial provides a step-by-step guide on building a multi-agent AI system in Python without using an orchestration framework. It includes the implementation details in LangGraph, focusing on the concepts of nodes, edges, and shared state.
Read full post on www.freecodecamp.org →
AUTHOR