RAG & Knowledge Retrieval
LangGraph State and Control Flow: A Practical Guide to Reliable AI Agents
LangGraph models an agent as nodes, edges and a shared state object. That structure buys three things a plain agent loop cannot: a place to put state, control over what happens next, and the ability to resume a run that was interrupted.
Rajiv Kumar·Aug 19, 2026·9 min read