Multi-agent systems offer a compelling pathway to democratize AI by delegating intelligence across numerous components. This paradigm contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, autonomous agents interact to achieve common goals, harnessing the wisdom of the combined intelligence. This dis