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LangGraph is a stateful orchestration framework designed for building controllable agents. It supports diverse control flows, including single-agent, multi-agent, hierarchical, and sequential architectures. LangGraph allows for easy integration of human-in-the-loop checks, enabling moderation and quality controls to ensure agents operate reliably. The framework is complemented by the LangGraph Platform, which provides scalable infrastructure for deploying applications, APIs for state management, and a visual studio for debugging. LangGraph is open-source and available in Python and JavaScript.