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        <tabi:current_section>surrealdb</tabi:current_section>
    </tabi:metadata><link rel="extra-stylesheet" href="https://bold.casa/skins/monochrome.css?h=45c68d04a97602bbd53e" /><title>bold.casa - surrealdb</title>
        <subtitle>Workshop of John Rembold — builder, maker, inventor.</subtitle>
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    <generator uri="https://www.getzola.org/">Zola</generator><updated>2026-02-13T00:00:00+00:00</updated><id>https://bold.casa/tags/surrealdb/atom.xml</id><entry xml:lang="en">
        <title>Agent Memory Part 2: Hybrid Search, Graph Recall, and Memory Consolidation</title>
        <published>2026-02-13T00:00:00+00:00</published>
        <updated>2026-02-13T00:00:00+00:00</updated>
        <author>
            <name>John Rembold</name>
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        <link rel="alternate" href="https://bold.casa/blog/agent-memory-part-2-hybrid-search-graph-recall-consolidation/" type="text/html"/>
        <id>https://bold.casa/blog/agent-memory-part-2-hybrid-search-graph-recall-consolidation/</id>
        <summary type="html">We built the &#x27;What&#x27;s Next&#x27; — hybrid BM25+vector search, graph-aware recall, auto-ingest, and extractive memory consolidation. 107 tests, zero frameworks.</summary>
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        <title>Zero-Cost AI Agent Memory: Local GPU Embeddings with SurrealDB and OpenClaw</title>
        <published>2026-02-12T00:00:00+00:00</published>
        <updated>2026-02-12T00:00:00+00:00</updated>
        <author>
            <name>John Rembold</name>
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        <id>https://bold.casa/blog/local-gpu-memory-for-ai-agents/</id>
        <summary type="html">How I gave my AI agent semantic memory using a local GPU, SurrealDB, and Qwen3 embeddings — zero API costs, zero data leaving my machine.</summary>
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