Multi-agent systems offer a compelling pathway to empower AI by delegating intelligence across numerous components. This paradigm contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, independent agents collaborate to achieve collective goals, exploiting the insights of the aggregate intelligence. T