Ai-Memory

Look, LLMs are great at generating text but terrible at remembering what you told them five minutes ago. So every session starts from scratch. And you repeat your preferences, your project context, your API keys — yet the model still drifts off-topic by turn 15. So most “AI memory” tools handle this by keeping everything in RAM or shipping your data to a cloud API. But neither scales well when you’re running multi-session agent workflows. ...

Supermemory Quick Review 2026: AI Memory That Actually Remembers Sure, AI chatbots are great at one thing: forgetting everything you told them two conversations ago. You explain your coding style to Claude. But next session, it’s back to guessing. Supermemory is the open-source fix for that — a memory and context layer that sits between you and your AI tools, and it’s currently ranked #1 on LongMemEval, LoCoMo, and ConvoMem (the three major memory benchmarks). ...