Multi-agent systems offer a compelling pathway to empower AI by sharing intelligence across numerous agents. This model contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, autonomous agents interact to achieve collective goals, leveraging the wisdom of the total intelligence. This dispersion of de