[quanglee]

cool idea. but for ex over time if users update db schemas, agents run old queries and got errors, is there a mechanism in your lib for agents to examine and self-correct? also is there an auto memory compression the moment the context becomes too big?

[andreybavt]

good point! yes, there's a feedback mcp tool that agents are instructed to use when they want to save/update ktx "memories". This is a way to keep the wiki+semantic layer up to date beyond the initial ingestion. Plus every time there's a new ingestion the reconciliation mechanism will gather potentially drifting context in one place.

We don't have a manual compression yet, it's part of our other product that ktx used to be a part of before it became open-source. But we decided to move that feature to OSS too, so expect it to come out in the next releases !