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