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When (Not) to Use Vector DB
When indexing hurts more than it helps: how we realized our RAG use case needed a key-value store, not a vector database The post When Not to Use Vector DB appe...
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Chunk Boundary and Metadata Alignment: The Hidden Source of RAG Instability
!Cover image for Chunk Boundary and Metadata Alignment: The Hidden Source of RAG Instabilityhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,...
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[Paper] AME: An Efficient Heterogeneous Agentic Memory Engine for Smartphones
On-device agents on smartphones increasingly require continuously evolving memory to support personalized, context-aware, and long-term behaviors. To meet both ...