English(EN) Human-in-the-Loop Checkpoints in LangGraph

LangGraph 引入 interrupt() 以实现非阻塞式人工审核工作流

作者 PulseAugur 编辑部 · [1 个来源] · 2026-07-17 09:30

LangGraph 推出了新的 `interrupt()` 函数，允许 LLM 应用在运行中暂停执行并持久化其状态，避免了持续轮询的需要。此功能对于人工审核工作流特别有用，例如需要批准退款的支持工单代理。图可以被暂停，并在获得批准后由外部进程稍后恢复，而不是在等待决策时占用资源。 AI

影响通过消除资源密集型轮询，为 LLM 应用实现更高效、可扩展的人工审核工作流。

排序理由该条目描述了一个用于构建 LLM 应用的软件框架中的新功能。

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dev.to — LLM tag TIER_1 English(EN) · sekera-radim · 2026-07-17 09:30

LangGraph 中的人工审核检查点

<p>LangGraph's <code>interrupt()</code> pauses a graph mid-run and persists its state — pair it with Impri and approval no longer needs a process sitting idle waiting.</p> <h2> The difference from a polling tool </h2> <p>The common human-in-the-loop pattern — the one used by most…