这篇文章从实际工程角度,把 Agent 为什么需要工具调用,到 Function Calling 的工作机制讲清楚。 大家在看 AI Agent 相关内容的时候,一定会看到过“工具调用”和Function Calling 这两个概念,但其实很多人并没有真正理解这两个概念。 这篇文章从实际工程角度,把 ...
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DAG 不是 Agent 编排的答案,它是 Agent 最简单的特例。无环图天生不能循环、反思、重试、恢复。LangGraph 的 StateGraph + Pregel 引擎 = Agent 的操作系统内核:调度、持久化、恢复三个原语 DAG 一个都没有。 1.为什么你的 Agent 跑着跑着就卡住了? 去年我在一个项目里写了这样一个 Agent:让它调研一个 GitHub 仓库,读 READM ...
Home Assistant 2026.7 simplifies automation with new intuitive triggers, an activity timeline, grouped updates, and many integrations.