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mem0ai/mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

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🎃 Register here → · Contributors get priority Learn more · Join Discord · Demo 📄 Benchmarking Mem0's token-efficient memory algorithm → All benchmarks run on the same production-representative model stack. Single-pass retrieval (one call, no agentic loops) at a top_200 retrieval budget. Scores reflect Mem0's managed platform, which includes proprietary optimizations not available in the open-source SDK; open-source users should expect directionally similar gains but not identical numbers. *What changed: Single-pass ADD-only extraction -- one LLM call, no UPDATE/DELETE. Memories accumulate; n…

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