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Continual Learning with .md

Turn your files into a memory filesystem for AI agents. I have a proposal that addresses long-term memory problems for LLMs when new data arrives continuously (cheaply!).

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  1. A file-based agent memory framework that works like skill

    github.com

    Personal memory across agents

    Hacker News11점

  2. NERDs

    nerdviewer.com

    Entity-centered long-term memory for LLM agents

    Hacker News13점

  3. A local-first memory store for LLM agents (SQLite)

    github.com

    Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

    Hacker News48점

  4. MemorySync

    memorysync.io

    Memory for AI Agents

    Hacker News22점

  5. I compressed 10k PDFs into a 1.4GB video for LLM memory

    github.com

    Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

    Hacker News61점