Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle intricate tasks by enabling independent agents to interoperate. These intelligent entities can specialize on particular aspects of a problem, leveraging their combined knowledge and assets to achieve superior results. This paradigm shift in AI offers remarkable poten