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