Memorist

What it does

Long-running LLM work loses continuity: decisions, corrections, and constraints evaporate between sessions. Most fixes summarize old chats into a hidden prompt — invisible, unauditable, easy to poison. Memorist takes a different position: raw messages are evidence, not memory. Every message is preserved unchanged in a local ledger. Deterministic sentence segmentation produces units with exact character offsets, so every memory claim traces back to the exact words that produced it.

Memorist OpenWebUI is a local-first memory engine that runs beside Open WebUI. - doctordocto159753/open-webui-memorist-edition

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  MemoriMay 2026 · memorilabs.ai · ▲168

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  DeltaMemoryFeb 2026 · deltamemory.com · ▲104

  Most AI agents forget everything between sessions. We built DeltaMemory to fix that. It's a cognitive memory layer that gives agents persistent recall, automatic fact extraction, and temporal reasoning — via a single SDK call. Key numbers: - 89% accuracy on LoCoMo long-term conversation benchmark - 50ms p50 retrieval latency - 97% cost reduction vs raw token re-processing Open source SDKs, works with any LLM stack. Currently in early access. Happy to answer questions about the architecture, benchmark methodology, or how we handle knowledge graphs.

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