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mem0ai/mem0

Python Tracked since 2023-06-20 Updated 2026-09-12 View source ↗

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

About

All benchmarks run on the same production-representative model stack. Single-pass retrieval (one call, no agentic loops) at a top200 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.

See the migration guide for upgrade instructions. The evaluation framework is open-sourced so anyone can reproduce the numbers.

Mem0 ("mem-zero") enhances AI assistants and agents with an intelligent memory layer, enabling personalized AI interactions. It remembers user preferences, adapts to individual needs, and continuously learns over…

Excerpted from github.com/mem0ai/mem0

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Stars 65.2k 2026-09-12
Forks 7.6k 2026-09-12
Commits 2.6k 2026-09-12
Releases 399 2026-09-12
Watchers 248 2026-09-12
Open issues 303 2026-09-12
Open PRs 434 2026-09-12