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GeezerVison is showing documentdb.io — DocumentDB Samples Gallery 𝗧𝗦 TypeScript AI/ML Personal AI Memory: Cross-Platform MCP Server with DocumentDB Vector SearchA TypeScript MCP server that gives any AI assistant — Copilot CLI, Claude, Gemini — persistent personalized memory backed by DocumentDB. Uses a 4-layer retrieval strategy: cosmosSearch vector similarity, full-text search indexes, array tag queries, and regex fallback. Demonstrates DocumentDB's vector search (pgvector), MongoDB wire protocol compatibility, text indexes, atomic update operators, and flexible document schema in a practical AI application. MCPAI MemoryVector SearchFull-Text SearchText IndexExpressRAGDocumentDB OSSOpen Source View on GitHub |
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