Multi-agent frameworks offer a compelling pathway to disrupt AI by sharing intelligence across numerous agents. This paradigm contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, decentralized agents communicate to achieve common goals, leveraging t