Multi-agent AI platforms are gaining traction as a transformative force AI agent in the realm of artificial intelligence. These intelligent systems comprise multiple autonomous entities that coordinate to achieve common targets. By harnessing the potential of collective insight, multi-agent AI can resolve complex problems that are beyond the scope