LangGraph

소개

LangGraph is a low-level Python framework designed for orchestrating, managing, and deploying long-running, stateful language agents. It provides the infrastructure to build durable agents that persist through failures, incorporate human-in-the-loop oversight, and maintain comprehensive memory. LangGraph integrates with LangChain and LangSmith to offer a full suite of tools for building and scaling AI applications.

주요 기능

• Durable execution with automatic resuming after failures
• Human-in-the-loop capabilities for inspecting and modifying agent state
• Comprehensive memory management for short-term and long-term state
• Production-ready deployment options for scalable agent systems
• Debugging and visualization tools with LangSmith
• 13,798 GitHub stars

사용 사례

• Building agents with customizable architectures
• Handling complex tasks with stateful workflows
• Creating agents with long-term memory