Multi-Agent Memory System

Guide to Building AI Agents: Fundamental Principles from Scratch

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Guide to Building AI Agents: Fundamental Principles from Scratch

AI agents are designed for autonomous reasoning, planning, and action. To operate effectively, building an AI agent should adhere to some fundamental principles that make the AI agent more reliable, intelligent, and practical in real-world applications: Role Definition Focused Tasks Custom Tools Multi-Agent Collaboration Agent Constraints Agent Memory Role DefinitionOne of the most effective ways … Read more

Multi-Agent Memory System MIRIX: 35% Performance Boost Over RAG with 99.9% Storage Reduction

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Multi-Agent Memory System MIRIX: 35% Performance Boost Over RAG with 99.9% Storage Reduction

Despite the increasing attention on the memory capabilities of AI agents, existing solutions inherently have limitations. Most solutions rely on flat, narrow memory components, which restrict their ability to personalize, abstract, and reliably recall user-specific information.MiRIX Conversation WindowTo address this, we proposeMIRIX, a modular Multi-Agent Memory System that redefines the future of AI memory by … Read more