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What it is
LangGraph is a library from the LangChain team that lets you build agents and workflows using a stateful graph abstraction. Each node in the graph can be an LLM call, retriever, or any LangChain component.

Key features

  • Graph-based logic: Create multi-step workflows with branches, memory, and loops.
  • Built on LangChain: Seamlessly integrates with LangChain components.
  • Concurrency support: Run parts of the graph in parallel.
  • Fine control: Handle state transitions and failures easily.
  • Perfect for agents: Design complex tool-using agents with long-term memory.