Unverified50% confidenceFactExact time
LangGraph中Agent在某个节点通过interrupt()函数暂停等待人工审批后，审批完成调用.invoke(None, config)即可从中断处无缝恢复
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/23/2026
First Seen
Valid until: 10/21/2026
Sources
Related Claims
UnverifiedLangGraph's Interrupt mechanism allows breakpoints to be injected at any node during graph execution, serializing and persisting the current state, and resuming execution with the approval result after human review.74% similarUnverifiedLangGraph combined with the Checkpointer mechanism can pause at any node, resume after auditing, and supports checkpoint-based resumption.73% similarUnverifiedLangGraph原生支持通过interrupt()原语实现执行暂停，配合Redis或PostgreSQL持久化状态存储可实现跨进程断点续传70% similarVerifiedIn LangGraph, HITL (Human-in-the-Loop) is implemented through a breakpoint mechanism, where the Agent pauses at a node, serializes and persists the state, and resumes execution after human confirmation70% similarUnverifiedDify's human intervention node pauses the automated process and waits for manual confirmation before continuing execution, suitable for critical nodes that require human decision-making.67% similar
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