LangChain 在 2026 年 1 月发布了 Deep Agents，确实有点东西。 不过先说结论：这不是什么颠覆性的技术创新，而是把业界验证过的最佳实践，打包成了一个开箱即用的框架。 LangChain 说：既然这些经验都验证过了，为什么不打包成一个库？于是就有了 Deep Agents。

在大模型技术落地的过程中，“如何让 AI 既懂知识又会做事” 始终是核心问题。RAG 通过检索增强解决 “知识时效性与准确性”，Agent 通过自主决策解决 “任务拆解与执行”，而 LangChain 作为连接两者的桥梁，将分散的技术模块整合为可落地的解决方案。从企业级知识库到个人智能助理，这种 ...

The emerging field of AI orchestration just got an additional boost of confidence with the alpha release of LangChain’s two flagship platforms, LangGraph and LangChain version 1.0. Graduating to a 1.0 ...

What does it take to transform the way we interact with technology? At Interrupt 2025, Harrison Chase, co-founder of LangChain, delivered a keynote that painted a vivid picture of the future of AI ...

What if the tools you use to build AI agents could be faster, smarter, and more intuitive than ever before? With the release of LangChain 1.0, this isn’t just a possibility, it’s a reality. In just ...

The new agent building capabilities are expected to be made available in private preview by the end of the year. Teradata has turned to open-source frameworks and platforms to offer a set of ...