BirdNest Tech Talk

Oct 30, 2025 · Artificial Intelligence

Building Stateful Multi‑Agent LLM Workflows with LangGraph: A Step‑by‑Step Guide

LangGraph extends LangChain by letting developers define stateful, multi‑agent LLM workflows as graphs with nodes, edges, and shared state, and the article walks through core concepts, typical use cases, and a detailed example that shows how to define state, nodes, edges, compile and run the graph.