Multi-agent AI systems are rising to prominence as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous entities that coordinate to achieve common objectives. By harnessing the strength of collective intelligence, multi-agent AI can tackle complex issues that are beyond the reach o