Multi-agent architectures offer a compelling pathway to empower AI by sharing intelligence across numerous components. This approach contrasts with traditional centralized AI, where a central model processes data. In multi-agent systems, decentralized agents interact to achieve common goals, exploiting the wisdom of the total intelligence. This dis