MCP & Data
Custom Vector Database Setup
Stand up your own vector database so Claude can search your documents with real recall.
Published April 2026
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Vector databases store embeddings in RAM for fast retrieval, and the cost scales brutally with data volume. For most Claude Code use cases like MEMORY.md, client files, daily logs, and wiki pages, full-text search finds them instantly with no embeddings and no large monthly bill. Your vectors simply do not need to live in RAM.
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