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QMD: The 2GB Search Engine That Beats Cloud Retrieval Without Ever Leaving Your Machine
Tools & ProjectsAI AgentsMemoryLocal-FirstSearchBM25Vector SearchRerankingSQLiteGGUF -
Hybrid search: Why the best agent memory systems run two searches at once
AI Agent MemoryAIagentsmemoryhybrid searchBM25vector searchRRFretrievalRAG -
BM25: The keyword search algorithm that powers agent memory retrieval
AI Agent MemoryAIagentsmemoryBM25searchretrievalSQLiteFTS5