Engrava: A deterministic memory library for agents built on SQLite

Engrava is a typed knowledge graph with hybrid search stored in a single SQLite file. It uses deterministic consolidation cycles that weigh recency, staleness, confirmation, confidence, and frequency to promote memories. The library avoids LLM calls and embeddings, relying on arithmetic over SQLite rows for reproducibility.