7 ms·
Show HN: Knowl – agent memory with write-time supersession, 0.90 on MAB
- dat999zx 21d agoHey HN. Open-source version at: https://github.com/dat999zx/knowl https://github.com/dat999zx/knowl The number is FactConsolidation single-hop at 262K context on MemoryAgentBench. On multi-hop Knowl scored 0.07 against an all-time ceiling of 0.14. Write-up of the approaches that failed first: https://blog.knowl.cloud/the-story-of-knowl https://blog.knowl.cloud/the-story-of-knowl
- williamttruong 21d agohow do concurrent writes work if two agent sessions are running in teh same project?
- deleted 21d ago[deleted]
- dat999zx 21d ago2 sessions meaning 2 processes, the knowl.db file uses WAL + 10s busy_timeout. Along with 'BEGIN IMMEDIATE' to avoid read transactions upgrading mid-write. Writes are queued so transactions don't collide with each other. About the sync about 2 different sessions or even agents/subagents, Knowl notify to the query card what changed since the last query. Eg: 'KNOWL CHANGED: 3 items since you last looked' so they know to re-read and decide.
- williamttruong 21d agocool stuff