Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle intricate tasks by empowering self-governing agents to coordinate. These intelligent entities can concentrate on specific aspects of a problem, leveraging their combined knowledge and strengths to achieve superior results. This paradigm shift in AI offers remarkable