Multi-agent systems offer a compelling pathway to democratize AI by sharing intelligence across numerous entities. This approach contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, autonomous agents interact to achieve common goals, exploiting the insights of the combined intelligence. This distri