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    <title>BM25 on 卓琪的开发笔记</title>
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      <title>OpenClaw Memory in Practice: From &#39;Vector Search Is Down But Everything Still Works&#39; to Zero-Cost NVIDIA Embeddings</title>
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      <description>OpenClaw&amp;rsquo;s vector retrieval silently failed — but BM25 text search kept the memory system running for two weeks unnoticed. Should you even bother fixing it? Here&amp;rsquo;s how I used NVIDIA&amp;rsquo;s free embedding API to complete the picture at zero cost.</description>
      
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      <title>OpenClaw 记忆实战：从「向量搜索挂了也能用」到用 NVIDIA 免费 API 补全最后一块拼图</title>
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      <description>OpenClaw 记忆系统的向量检索默认不可用——但 BM25 文本搜索兜底让系统照常运转了两周。当你发现「不配 embedding 也能跑」，到底要不要修？怎么用 NVIDIA 免费 API 零成本补上？</description>
      
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