4700 times faster than SQLite and achieves zero allocation per query. Also the DB size is small. When SQLite is 3560kb then MasterMemory is only 222kb. Source Generator automatically generates a typed ...
🧠 Permanent Memory — 8-layer pipeline (STM→LTM→FTS5→FactStore→Evidence→Reflection→Persona→KeyFact), all sled-persisted. 6-way hybrid search (FTS5 + FactStore + STM + Persona + KeyFact + Graph Spread) ...
We used SQLite with four self-joins. It worked for small data. It failed when we added more regions. Query time jumped from 30ms to 900ms. Recommendation is a graph problem. SQL treats it like a table ...
Back in the day, the magic of SQL was quickly overshadowed by waiting hours for a single query to complete. The promise was revolutionary: ask a question and get an answer. The reality was that most ...