Multi-agent AI systems are emerging as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous actors that collaborate to achieve common goals. By harnessing the strength of collective insight, multi-agent AI can resolve complex issues that are beyond the capabilities of single agents