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 unified model processes data. In multi-agent systems, independent agents collaborate to achieve shared goals, exploiting the knowledge of the combined intelligence. This