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Mem0 更新 Token-Efficient Memory,新增时序推理与记忆衰减

Introducing the updated Token-Efficient Memory algorithm with Temporal Reasoning During our April a...

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Mem0 时序推理大升级

AI 摘要

Mem0 发布更新版 Token-Efficient Memory 算法,新增 Temporal Reasoning 和 Memory Decay 功能。在 LoCoMo 基准上达到 92.5 分,LongMemEval 上 94.4 分。时序推理能力提升 3.8 分,多会话推理提升 1.5 分(top_200 规模)。每次调用检索 token 低于 7000。

原文 · mem0

Introducing the updated Token-Efficient Memory algorithm with Temporal Reasoning During our April a...

Introducing the updated Token-Efficient Memory algorithm with Temporal Reasoning During our April algorithm launch, we called out multi-session reasoning and temporal reasoning as two of the hardest categories in memory. This release improves both: +3.8 pts on temporal reasoning and +1.5 pts on multi-session at top_200 with new features: Temporal Reasoning and Memory Decay Mem0 now reaches 92.5 on LoCoMo and 94.4 on LongMemEval, while keeping retrieval under <7,000 tokens per call. 💬 8 🔄 14 ❤️ 64 👀 3868 📊 26 ⚡

Mem0 更新 Token-Efficient Memory,新增时序推理与记忆衰减 · AI 热点