Open-source agent memory 'cognee 1.0' hits 79% on BEAM benchmark
Cognee is an open-source that lets AI agents connect session and company data, link it together using ontologies, and improve itself over time. Version 1.0 has now launched, scoring 79% accuracy on the .
Beyond its original Python support, it now works in Rust and TypeScript, and storage is now limited to Postgres. New additions include logic, agent , cross-connected context between OpenClaw, Codex, and Claude Code, and a cost-saving report.
The management UI, previously cloud-only, is now included in the open-source version, along with a new feature called COGX that lets users export data out of cognee or import it from other memory providers. A recent online hackathon drew 8,000 developers building new .
Key points
- Cognee 1.0 is an open-source system that automatically improves agent memory
- Scored 79% accuracy on the
- Now supports Rust and TypeScript alongside Python; storage limited to Postgres
- Added cross-connected context between OpenClaw, Codex, and Claude Code
- COGX enables data migration to and from other memory providers