Context graph DB for AI agents.

Cut LLM token costs by ~98.7%.

Instead of dumping the whole knowledge base into context every turn, CognoDB retrieves only the connected neighborhood relevant to the current query. At 2,000 entities, that drops from 202,285 tokens per query down to just 2,668 — a savings of ~199,617 tokens per query.

The savings widen as your knowledge base grows. Baseline tokens scale linearly; graph-retrieval tokens stay flat, bounded by neighborhood size — not corpus size.