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 single model interprets data. In multi-agent systems, independent agents collaborate to achieve shared goals, leveraging the insights of the aggregate intelligence. Thi