Multi-agent frameworks offer a compelling pathway to disrupt AI by distributing intelligence across numerous agents. This model contrasts with traditional centralized AI, where a central model interprets data. In multi-agent systems, decentralized agents collaborate to achieve common goals, harnessing the insights of the combined intelligence. This