我用三层认知记忆系统替代了 claude.md。架构如下。
📄 中文摘要
构建了一个名为 Alma 的结构化记忆系统,以解决当前 AI 记忆实现的局限性。现有的记忆系统存在多个问题,包括缺乏结构化模式、信息权重相同、用户需手动维护记忆、信息重复累积以及身份、风格偏好与会话上下文混合等。Alma 通过引入三层认知记忆架构,旨在克服这些限制,提供更高效的信息管理和检索能力。
📄 English Summary
I replaced my claude.md with a 3-layer cognitive memory system. Here's the architecture.
A structured memory system called Alma has been developed to address the limitations of current AI memory implementations. Existing systems face several issues, including a lack of schema, equal weighting of information, manual memory maintenance by users, accumulation of duplicate information, and mixing of identity, style preferences, and session context. Alma introduces a three-layer cognitive memory architecture aimed at overcoming these limitations and providing more efficient information management and retrieval capabilities.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等