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Show HN: Fixing AI memory blind spot on connected facts with benchmark

YourMemory is a persistent memory layer for AI agents, compatible with MCP. Benchmarked on three public datasets, it achieves significant recall improvements over baselines like Zep Cloud (e.g., +31% on LoCoMo). It features hybrid graph+vector retrieval, Ebbinghaus decay for context pruning, and multi-agent shared/private memory.

SourceHacker News AIAuthor: SachitRafa
Show HN: Fixing AI memory blind spot on connected facts with benchmark
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  • Achieves 59%, 84.8%, and 71.5% recall on LoCoMo, LongMemEval, and HotpotQA respectively, outperforming competitors.
  • Uses two-round retrieval: semantic search followed by graph-based context expansion to capture related facts.
  • Implements biological decay based on the Ebbinghaus forgetting curve, dynamically adjusting memory persistence.
  • Supports multi-agent memory with shared/private scopes controlled by API keys.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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