AI Memory Systems

3 items

ARTICLEDEV.to AI·1d ago

Mem0 vs Minta vs Letta vs Zep: AI Memory Systems Compared (2026)

This article compares AI memory systems like Mem0, Minta, Letta, and Zep, highlighting their specializations: Mem0 for basic storage, Letta for autonomous agents, Zep for enterprise knowledge graphs, and Minta for memory quality monitoring. The author, a creator of Minta, provides a critical yet not entirely objective analysis based on their deep understanding of the problem.

Knowledge Graphs Vector Databases LLM Memory AI Memory Systems

ARTICLEDEV.to AI·4/19/2026

The Personal Small Model (PSM): Memory as a Learned Cognitive Primitive

This content critiques the current assumption that AI memory is a storage problem, proposing an alternative architecture inspired by human memory specialization. It introduces the Personal Small Model (PSM), a small model trained to master memory operations like relevance gating.

specialized AI models cognitive architecture AI Memory Systems large language models

ARTICLEDEV.to AI·4/19/2026

I Built an AI Memory System. Then I Forgot About It.

The author built an AI memory system for Claude that has been running since February. This retrospective explores how the system became self-sufficient and integrated, reducing the need for constant maintenance and intervention from the creator.

Knowledge Graphs AI Memory Systems personal projects large language models