Multi-agent systems offer a compelling pathway to democratize AI by sharing intelligence across numerous components. This approach contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, independent agents communicate to achieve collective goals, exploiting the wisdom of the total intelligence. This d