Multi-agent systems offer a compelling pathway to empower AI by distributing intelligence across numerous entities. This approach contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, autonomous agents interact to achieve shared goals, leveraging the knowledge of the aggregate intelligence. This dis