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