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