Multi-agent artificial intelligence (AI) is revolutionizing our skill to tackle intricate tasks by facilitating autonomous agents to interoperate. These intelligent entities can specialize on distinct aspects of a problem, leveraging their collective knowledge and assets to achieve superior results. This paradigm shift in AI offers unprecedented p