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supermemory

GitHub Repo Pretty sure · benchmarks do sound real, code is thin
https://github.com/supermemoryai/supermemory

Hits all the hype notes—benchmarks, benchmarks, benchmarks—but the actual gap between 'memory layer' and 'RAG with extraction' isn't credibly closed.

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Supermemory claims "state-of-the-art memory" and #1 on three benchmarks (LongMemEval, LoCoMo, ConvoMem). The problem: those benchmarks measure specific, narrow tasks—retention across long contexts, conversation continuity, memory contradiction handling. That's real work, but it's not 'fixed AI forgetting' in the way the marketing implies. The SDK is thin—basic add/profile/recall. The real value is probably the connector/extraction layer (Gmail sync, PDF parsing, OCR), which is engineering leg...

18495 stars TypeScript 2026-03-24 756 days old

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