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leonfresh
153mo ago
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GitHub Repository
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid search + spatial retrieval.
24 starsPython
I gave my robot physical memory – it stopped repeating mistakes
by robotmem·Mar 9, 2026·18 points·4 comments
AI Analysis
●●SolidWizardryNiche Gem
Spatial nearest-neighbor retrieval for robot memory is genuinely novel approach.
Strengths
- •Structured context JSON with params, spatial, robot, task enables precise filtering.
- •25% success rate improvement on FetchPush experiment with reproducible 5-minute setup.
- •Hybrid BM25+vector+spatial search beats pure vector approaches for physical tasks.
Weaknesses
- •Only 3 commits and 1 star — far too embryonic to evaluate production readiness.
- •Robotics audience is extremely narrow compared to general AI tooling market.
Category
Target Audience
Robotics researchers and AI robot developers
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