Tag: Multi-Agent Architecture

2025-04-13

Building Self-Evolving AI Systems with LLaMA 3: From Reflexion to Multi-Agent Architecture

This article explores how to implement self-evolving AI systems using LLaMA 3, focusing on the Reflexion framework and its application in multi-agent architectures, enabling AI systems to learn from mistakes and continuously improve through self-reflection mechanisms.

LLaMA 3 Self-Evolving AI Reflexion Framework Multi-Agent Architecture Memory Management Self-Supervised Learning Reflection Trees

AI Architecture

2025-04-13

Orchestrating Intelligence: Multi-Agent Architectures with LLaMA 3

This article explores building efficient multi-agent architecture systems with LLaMA 3, addressing limitations of single models in complex tasks through the Single Responsibility Principle, agent persona design, and structured communication protocols to enable effective collaboration and specialization between agents.

LLaMA 3 Multi-Agent Architecture Agent Collaboration Single Responsibility Principle Role Design Communication Protocols Orchestration Patterns

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