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The author argues AI assistants are one-way memory systems—storing facts about users while giving no good way to search or export one's own chat history—creating lock-in, and notes they build AI Toolbox, an extension adding full-text search, folders, and export to ChatGPT, Claude, Gemini, and Grok.
ThreadShelf is an open-source tool that allows users to locally archive, search, and continue chats from OpenRouter, LM Studio, and AI Studio, with semantic search and llama.cpp integration.