travissmith

← All systems

Local Knowledge Store

record SYS03 evidence implementation reviewed
  • memory
  • sqlite
  • scoped-retrieval
README.md Python

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.