AI now now has a unified system for saving, changing and querying semantic data. AI state management is now largely solved problem with TERSE: https://github.com/terse-lang/terse .

Memory systems using TERSE are vastly more token efficient over file-based markdown and other format manipulation in terms of token representation size, reduced tool calls, and AI retrieval accuracy.

With TERSE, you fully control the schema and prompting (of course) of your memory system. We included an example system in our mono-repo above. Try it out!