Web Reference: LangGraph sets the foundation for how we can build and scale AI workloads — from conversational agents, complex task automation, to custom LLM-backed experiences that 'just work'. Trusted by companies shaping the future of agents – including Klarna, Replit, Elastic, and more – LangGraph is a low-level orchestration framework for building, managing, and deploying long-running, stateful agents. Apr 14, 2026 · LangGraph is an open-source framework from LangChain designed to build and manage AI agent workflows using graph-based structures. It allows developers to define workflows as nodes and edges, making complex agent interactions more structured, scalable and easier to control.
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