Multi-agent systems offer a compelling pathway to empower AI by distributing intelligence across numerous agents. This approach contrasts with traditional centralized AI, where a unified model analyzes data. In multi-agent systems, independent agents interact to achieve common goals, leveraging the insights of the combined intelligence. This disper