LangChain
Overview
Open-source agent framework ecosystem. Key products include LangGraph (production-grade agent runtime) and Deep Agents (CLI agent toolkit). Harrison Chase (founder) identified the two fundamental sandbox architecture patterns.
开源智能体框架生态系统。核心产品包括 LangGraph(生产级智能体运行时)和 Deep Agents(命令行智能体工具包)。创始人 Harrison Chase 识别出了两种基础沙盒架构模式。
Key Contributions
- LangGraph: Runtime with streaming, persistence, checkpoints for production agents
- Deep Agents: Open-source Claude Code alternative (MIT license), LLM-provider agnostic
- Sandbox patterns: Agent-Inside-Sandbox vs. Sandbox-As-Tool framework
- Uber LangEffect: Uber built its custom agent framework on top of LangChain/LangGraph
- **LangGraph**:具备流式处理、持久化及检查点功能的生产级智能体运行时
- **Deep Agents**:开源 Claude Code 替代方案(MIT 许可证),与 LLM 提供商无关
- **沙箱模式**:“智能体内置沙箱”与“沙箱即工具”框架
- **Uber LangEffect**:Uber 基于 LangChain/LangGraph 构建的自定义智能体框架