Multi-agent frameworks 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 interact to achieve common goals, exploiting the insights of the total intelligence. This distrib