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LangGraph

Build controllable agents with LangGraph, a low-level agent orchestration framework for complex task automation.

Introduction

LangGraph is a stateful orchestration framework designed for building and scaling agentic applications. It provides a flexible framework to handle diverse control flows, including single agent, multi-agent, hierarchical, and sequential workflows. Key features include:

  • Human-in-the-loop: Integrate human oversight for better control and reliability.
  • Memory and Context: Persist context for long-term interactions, enabling rich, personalized experiences.
  • Streaming Support: First-class streaming for real-time agent reasoning and actions.
  • Customizable Architectures: Build expressive, customizable agent workflows with low-level primitives.
  • Scalability: Deploy and scale applications with fault-tolerant infrastructure.

LangGraph is ideal for developers and companies looking to automate complex tasks, enhance user experiences, and ensure reliable agent performance. It supports Python and JavaScript, making it versatile for various development needs.

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