Multi-agent frameworks offer a compelling pathway to empower AI by delegating intelligence across numerous components. This approach contrasts with traditional centralized AI, where a central model processes data. In multi-agent systems, independent agents collaborate to achieve common goals, exploiting the knowledge of the combined intelligence. T