Brief, mostly facts
Cognitum One commercially launches RuVector memory database for agents
Adds licensing and enterprise support to the open-source Rust memory engine, which runs in PostgreSQL, browsers and edge devices. The launch was on Oct 20.
What the research found
Cognitum One commercially launched RuVector on October 20, 2026, adding licensing and enterprise support to the open-source Rust vector, graph and self-learning memory engine that runs in PostgreSQL, browsers and edge devices.
Claims and how well the evidence supports them
- RuVector launched commercially on October 20, 2026 with licensing and enterprise support 99%
- RuVector had more than 500,000 monthly downloads across npm and crates.io as of September 30, 2026 99%
- ruvector-postgres extension is pgvector-compatible and adds 143 SQL functions 99%
- SONA updates LoRA adapters only from explicitly recorded feedback, reads never change learned weights 98%
Evidence
- theglobeandmail.com https://theglobeandmail.com/investing/markets/markets-news/ACCESS%20Newswire/8233410/cognitum-one-launches-commercial-ruvector-the-self-learning-database-giving-ai-agents-memory-that-persists-connects-and-improves
- cognitum.one https://cognitum.one/ruvector
Actionability rated medium.