Multi-agent systems offer a compelling pathway to empower AI by sharing intelligence across numerous agents. This approach contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, autonomous agents communicate to achieve shared goals, leveraging the insights of the aggregate intelligence. This distribu