Multi-agent systems offer a compelling pathway to democratize AI by delegating intelligence across numerous entities. This approach contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, independent agents collaborate to achieve shared goals, harnessing the knowledge of the total intelligence. This d