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SwarmVault

Local-first RAG knowledge base compiler. Turns raw docs, research, and code into a persistent markdown wiki, knowledge graph, and hybrid SQL

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SwarmVault

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What it does

Local-first RAG knowledge base compiler. Turns raw docs, research, and code into a persistent markdown wiki, knowledge graph, and hybrid SQLite FTS + embeddings search. Ships a bundled skill and MCP server; works with Codex CLI, Claude Code, and OpenCode.

How it was built

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Product updates

  • Oct 10, 2026

    Updated product type.

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