Articles with tag: Knowledge Graph

2 articles found

AI March 26, 2026

PlugMem: Microsoft Research's Task-Agnostic Memory Module That Every LLM Agent Needs

A technical deep-dive into PlugMem, Microsoft Research's plugin memory system that transforms raw LLM agent interactions into reusable structured knowledge. How its three-component architecture (Structure, Retrieval, and Reasoning) outperforms task-specific memory designs.

AI March 17, 2026

The Architecture of Persistent AI Agent Memory: Frameworks, Methodologies and the Evolution of Personal Knowledge Management

A deep technical analysis of how AI agents persist, consolidate and retrieve information autonomously. From OpenClaw and QMD to Mem0, Cognee and neurobiological memory models.