Mnemos v0.6.3 Is Live: Your AI Agent 'Dreams' at 3am to Reorganize Its Memory

RileyRalmuto · x · 2026-11-06

The Mnemos developer shared install details: mnemos-continuity v0.6.3 is live, free and open source via pip install mnemos-continuity, with an optional 700MB embeddings download for semantic + keyword search.

The most striking feature: every night at 3am the machine links related memories and quiets unused ones, then at 3:30 the 'mind' wakes alone—no files, no internet, no one to message—to answer questions about fading memories, so lessons outlast details.

Related event: Mnemos: Open-Source Living Memory System Gives AI Agents Persistent Recall(4 posts)→

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