GPU-accelerated semantic search for your docs and source code - hybrid dense + sparse RAG on a local Qdrant backend, served to Claude Code and other MCP clients. The search companion to vaultspec-core.
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Semantic search for vault records, source code, and extracted documents.
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</div> <p align="center"> <img src="assets/term-search-vault.svg" alt="vaultspec-rag search - a plain-English query surfacing the governing ADR from this repository's own vault" width="880" /> </p>A vaultspec-core project accumulates a durable record of decisions, plans, research, and the code they produced. vaultspec-rag searches that record, conventional source code, and explicitly routed extracted documents by meaning, not by keyword.
Search `"file lock concurrent writ