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A framework for building stateful, multi-agent applications using graph-based workflows. LangGraph extends LangChain to support cycles, branching, and persistent memory — enabling sophisticated agentic systems that can plan, execute, and recover from errors. Powers many enterprise AI agent deployments in 2026.