Multi-agent AI systems are emerging as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous agents that coordinate to achieve common goals. By harnessing the power of collective wisdom, multi-agent AI can tackle complex challenges that are beyond the scope of single agents. Throug