Successfully deploying multi-agent AI systems for complex challenges necessitates a sophisticated orchestration strategy. Each agent within the system must communicate effectively to attain a shared target. This demands careful architecture of the interaction framework, coupled with robust algorithms for planning. Challenges arise in fields read mo