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, independent agents collaborate to achieve shared goals, exploiting the wisdom of the combined intelligence. This fragmentat