LangGraph

LangGraph is LangChain's framework for building stateful, multi-agent applications using graph-based workflows. Unlike simple chains, LangGraph supports cycles, conditional branching, persistent state, and human-in-the-loop patterns. Agents can collaborate, hand off tasks, and maintain complex state across interactions. It's become the standard for production agent systems that need reliability beyond simple prompt chains.