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YourMemory adds bio-inspired decay to agent memory

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YourMemory adds bio-inspired decay to agent memory
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// 48d agoOPENSOURCE RELEASE

YourMemory adds bio-inspired decay to agent memory

ANNOUNCEMENTPRODUCT

YourMemory is an open-source memory layer for AI agents that implements the Ebbinghaus Forgetting Curve to automatically prune irrelevant data while using a hybrid vector-graph engine for context-aware retrieval. By mimicking biological memory systems, it solves the "context bloat" problem that plagues current agentic frameworks.

// ANALYSIS

Forgetting is a feature, not a bug, in the race to solve agentic context bloat.

  • –Implements biological memory decay (Ebbinghaus curve) to prioritize frequently accessed information over stale facts
  • –Uses a two-stage vector + graph expansion retrieval to surface logically related context that traditional semantic search misses
  • –Built-in support for MCP makes it a drop-in upgrade for Claude and other modern agent frameworks
  • –Zero-infra default with DuckDB/NetworkX lowers the barrier for local-first developer adoption
  • –Claims significant performance gains over Mem0, specifically in recall and handling stale memory
// TAGS
yourmemoryagentragvector-dbopen-sourcemcplocal-first

DISCOVERED

48d ago

2026-04-10

PUBLISHED

48d ago

2026-04-10

RELEVANCE

8/ 10

AUTHOR

Sufficient_Sir_5414