Multi-agent AI platforms are gaining traction 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 strength of collective insight, multi-agent AI can tackle complex problems that are beyond the scope of single agent