Multi-agent AI systems are emerging as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous agents that interact to achieve common targets. By harnessing the strength of collective insight, multi-agent AI can tackle complex problems that are beyond the scope of single agents. Thro