Multi-agent AI systems are gaining traction as a transformative force in the realm of artificial intelligence. These intelligent systems comprise multiple autonomous entities that collaborate to achieve common targets. By harnessing the power of collective insight, multi-agent AI can address complex problems that are beyond the capabilities of sing