Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle intricate tasks by facilitating self-governing agents to coordinate. These intelligent entities can specialize on distinct aspects of a problem, leveraging their combined knowledge and capabilities to achieve enhanced results. This paradigm shift in AI offers extraor