Unverified50% confidenceFactExact time
DeepAgents是LangChain团队在Agent方向上的深化产品，专注于解决多步骤、长周期任务中的工程稳定性问题
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/3/2026
First Seen
Valid until: 10/1/2026
Sources
Harness Engineering架构详解：智能体开发求职必备技能
bilibiliAI大模型升升7/1/2026
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UnverifiedDeepAgents更适合多步闭环、需要可靠交付的复杂长链路场景，内置规划能力、工具调用管理和上下文管理机制80% similarUnverifiedDeepAgents 的核心是主入口函数 create_deep_agent，用于创建具备规划、工具调用和上下文管理能力的智能体75% similarVerifiedDeepAgent是LangChain与LangGraph生态中高度封装的模块，是Harness架构思想的一种具体实现74% similarUnverifiedDeepAgents的图结构设计支持有向图工作流、持久化状态检查点和Human-in-the-loop人机协作模式73% similarUnverifiedDeepAgent的底层基于LangGraph构建，代表将任务规划完全交给大模型自主完成的范式72% similar
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