Local Knowledge Store
- memory
- sqlite
- scoped-retrieval
What I built
Implemented SQLite-backed memory, scoped lexical retrieval and relationship expansion, with interfaces for multimodal context and local synthesis.
Architecture sketch
SQLite memory ──► scoped lexical lookup ──► relationship expansion
│
└── context / synthesis seam Implementation scope and verification
SQLite memory, tiers, scope-filtered lexical lookup, relationship expansion, multimodal adapters and local synthesis seam. Knowledge-base hookup and concurrent store path raise unfinished-stage errors. Inspected tests use fakes.
Persistence, boundary design, context assembly and integration judgment. A complete live embedding-backed private RAG system and universal privacy guarantees are not established.
About the evidence
Based on source review and saved project artifacts. Recorded measurements apply to the stated model, dataset and configuration; they are not claims of a current production deployment.