Multi-agent frameworks offer a compelling pathway to empower AI by sharing intelligence across numerous entities. This approach contrasts with traditional centralized AI, where a single model analyzes data. In multi-agent systems, autonomous agents communicate to achieve check here collective goals, exploiting the insights of the total intelligence