Multi-agent frameworks offer a compelling pathway to empower AI by delegating intelligence across numerous entities. This approach contrasts with traditional centralized AI, where a unified model interprets data. In multi-agent systems, autonomous agents communicate to achieve collective goals, leveraging the insights of the total intelligence. Thi