Local-first memory kernel for AI agents

Store structured memories in SQLite, retrieve them with hybrid search, and use them through a Rust SDK and CLI.

Append-only memory log

Memory events are written durably to SQLite and never deleted by background processing.

Search combines semantic similarity, keyword relevance, recency bias, and importance.

The system stays fully local with a persisted model path and no network API layer.