Agent memory. . This can be crucial for building a good agent experience. Feb 17, 2025 · A novel memory system for large language model (LLM) agents that can dynamically organize memories in an agentic way. Discover leading companies, tools, and learning resources for AI agent memory systems. A curated knowledge hub for understanding how modern AI agents handle memory. Apr 6, 2025 · Agentic AI — systems designed to act autonomously, make decisions, and pursue goals — relies on various types of memory to function effectively. AI agent memory refers to an artificial intelligence (AI) system’s ability to store and recall past experiences to improve decision-making, perception and overall performance. Drawing from cognitive science concepts, these Jul 7, 2025 · Agent memory is what and how your agent remembers information over time. Oct 19, 2024 · If agents are the biggest buzzword of LLM application development in 2024, memory might be the second biggest. But what even is memory? At a high level, memory is just a system that remembers something about previous interactions. Mem0 ("mem-zero") enhances AI assistants and agents with an intelligent memory layer, enabling personalized AI interactions. While basic memory might simply involve recalling previous interactions, advanced memory systems enable agents to learn and improve over time, adapting their behavior based on accumulated experience. Based on the Zettelkasten method, the system creates interconnected knowledge networks through dynamic indexing and linking, and enables memory evolution and adaptation. It remembers user preferences, adapts to individual needs, and continuously learns over time—ideal for customer support chatbots, AI assistants, and autonomous systems. dypzi xjmmoh hnz hcup ggug ahf vay bdhkv gwgnt qhs