AI Agent 跑长任务时，经常前面聊过的东西后面就忘了，只能不断塞历史上下文，Token 也跟着涨。
This is a dev post classified by Jev as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
AI Agent 跑长任务时，经常前面聊过的东西后面就忘了，只能不断塞历史上下文，Token 也跟着涨。 SimpleMem 做的就是一套长期记忆系统。 它不是把整段聊天原样保存，而是先提炼成一个个独立事实，需要的时候再通过语义检索把相关内容找回来。 官方测试里，Token 消耗最高可减少约 30 倍，LoCoMo 的 F1 也比此前方法高 26.4 个百分点。 现在还支持图片、音频、视频等多模态记忆，并提供自进化机制，会根据检索效果调整策略。 不过它目前并非完全本地运行，内部 LLM 调用仍需要 OpenAI 兼容 API Key。 🔗 https://github.com/aiming-lab/SimpleMem
Posted by lumxss (24.8k followers) 1 h ago · 0 likes · 96 views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: simplemem.
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