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    <title>ApFramework · 实体解析</title>
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    <description>ApFramework（Agentic Practice）：探索 AI 智能体的架构与实践，分享软件架构、Agent Skills、开源项目与阅读思考。</description>
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    <managingEditor>huangshoukai@yeah.net (Shoukai Huang)</managingEditor>
    <lastBuildDate>Thu, 12 Nov 2026 00:00:00 GMT</lastBuildDate>
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      <guid>https://apframework.com/blog/essay/2026-11-12-ontology-layer-for-ai-agents</guid>
      <title>面向 AI Agent 的本体层：从实体对齐到可验证的工具边界</title>
      <link>https://apframework.com/blog/essay/2026-11-12-ontology-layer-for-ai-agents</link>
      <description>如何为 AI Agent 设计可靠的本体层（Ontology Layer）？从中文企业客户查询示例出发，解析实体身份对齐、时态建模、数据溯源、工具调用与访问控制，结合 SQL 和向量检索基线，说明知识图谱的适用边界、评估方法及治理成本。</description>
      <pubDate>Thu, 12 Nov 2026 00:00:00 GMT</pubDate>
      <author>huangshoukai@yeah.net (Shoukai Huang)</author>
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