China open-sources local memory system for AI agents: 76% persona accuracy, 61% fewer tokens

adnan_hashmi · x · 2026-07-31

A Chinese team open-sourced a fully local memory system that gives AI agents human-like long-term recall without cloud or API. Key metrics: 61.38% fewer tokens per session, persona accuracy up from 48% to 76%, task success rate up 51.52%. Works with any agent framework, 100% open source.

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