Turning Quick Notes into Long-Term AI Memory (barbarito.me)

A new workflow has emerged that integrates quick note-taking with AI memory management, significantly enhancing how users interact with their ideas and thoughts. By employing Memos, a self-hosted note-taking app, alongside Hermes Agent as an AI assistant and OpenViking for memory storage, users can capture thoughts without the pressure of immediate organization. This system focuses on a simple capture-first approach, where notes can be written freely, and the AI later determines what is important to retain. Notably, Hermes operates through its separate account within Memos, ensuring clarity of authorship and enhancing privacy. This innovative setup has meaningful implications for the AI/ML community, emphasizing a more natural relationship between humans and AI. The workflow allows for real-time interactions on captured notes, transforming Memos into a dynamic dialogue space. Hermes can pull context from various entries to form cohesive memories over time, which can later be retrieved semantically, enabling users to leverage accumulated knowledge without extensive prior organization. This approach not only reduces cognitive load but also fosters increased capture of thoughts, rendering the management of personal knowledge more intuitive and integrated with AI capabilities.