Multi-agent systems offer a compelling pathway to empower AI by delegating intelligence across numerous components. This approach contrasts with traditional centralized AI, where a single model analyzes data. In multi-agent systems, decentralized agents interact to achieve shared goals, leveraging the knowledge of the aggregate intelligence. This d