Multi-agent architectures offer a compelling pathway to democratize AI by sharing intelligence across numerous entities. This model contrasts with traditional centralized AI, where a unified model analyzes data. In multi-agent systems, autonomous agents collaborate to achieve common goals, harnessing the insights of the total intelligence. This dis