YourMemory: Open-source persistent memory layer for AI agents using Ebbinghaus forgetting curve
By
SachitRafa
Crackling crust, pillowy middle. The kind of bagel that earns a second cup of coffee.
Summary
YourMemory is an open-source persistent memory layer for AI agents that implements Ebbinghaus forgetting curve decay to mimic human memory. It allows AI assistants to remember user preferences, context, and information across sessions, with important details retained longer while outdated or less relevant information fades naturally. The system claims +16pp better recall than Mem0 on the LoCoMo benchmark, requires only two commands to install, and operates with zero infrastructure requirements. It is designed to solve the problem of AI agents starting from zero in every session.
Key quotes
· 4 pulledEvery session, your AI assistant starts from zero. It asks the same questions, forgets your preferences, re-learns your stack. There is no memory between conversations.
YourMemory fixes that. It gives AI agents a persistent memory layer that works the way human memory does — important things stick, forgotten things fade, outdated facts get replaced automatically.
Two commands to install, zero infrastructure required.
Tested on LoCoMo-10 — 1,534 QA pairs across 10 multi-ses
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