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Agent Memory SDK – persistent memory for AI agents
为AI代理赋予持久化记忆的开源SDK，让智能体不再“失忆”，值得开发者关注。
Article URL: https://github.com/gharibyan/agent-memory Comments URL: https://news.ycombinator.com/item?id=48494184 Points: 2 # Comments: 0
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Show HN: Standing Questions – agent memory that stores questions, not answers
一种颠覆性的 agent 记忆设计：只存问题不存答案，让信息随版本自然更新
Article URL: https://github.com/Rocco-alt/standing-questions Comments URL: https://news.ycombinator.com/item?id=48460257 Points: 1 # Comments: 0
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Hermes Agent 加入工具搜索，“AI 养马”更省 tokens
腾讯开源Agent Memory，联合Hermes Agent工具搜索，让token消耗暴降61%，准确率从49%飙升至74%
IT之家 5 月 30 日消息，科技媒体 marktechpost 昨日（5 月 29 日）发布博文，报道称 Nous Research 为开源 Hermes Agent（Hermes 智能体）加入 Tool Search（工具搜索）， 通过按需加载缓解 MCP（模型上下文协议）工具占满上下文的问题…
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EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective
用于评估智能体记忆随自我进化能力的全新基准，为Agent Memory研究提供标准化测试。
arXiv:2605.18421v1 Announce Type: cross Abstract: Recent benchmarks for Large Language Model (LLM) agents mainly evaluate reasoning, planning, and exe…
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PREPING: Building Agent Memory without Tasks
破除智能体记忆构建的“冷启动”困境——无需任何目标任务经验，仅靠Proposer引导的自生成合成任务，就能构建高效的程序性记忆。成本比在线构建降低2-3倍，性能却不输传统playbook方法。
arXiv:2605.13880v1 Announce Type: new Abstract: Agent memory is typically constructed either offline from curated demonstrations or online from post-d…