Generative AI and LLM technologies have shown great potential in recent years, and for this reason, an increasing number of applications are starting to integrate them for multiple purposes. These applications are becoming increasingly complex, adopting approaches that involve multiple specialized agents, each focused on one or more tasks, interacting with one another and using external tools to access information, perform operations, or carry out tasks that LLMs are not capable of handling directly (e.g., mathematical computations).