Collaborative multi-agent AI systems are emerging as a powerful paradigm for tackling complex challenges. These systems comprise multiple intelligent agents that interact with each other to achieve shared objectives. By leveraging the synergies of individual agents, these systems can demonstrate a level of intelligence and problem-solving capabilit