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MessageQuery -> List<MessageContext>
Persist and index conversation turns in a vector store to retrieve semantically relevant historic turns for current chat prompts.
Problem it solves
Strict sliding window history misses relevant past context if it fell outside the immediate token window.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.