Intelligent systems are becoming increasingly relevant in a wide range of fields. These agents are designed to perform tasks autonomously, employing advanced algorithms and information to make informed decisions. Crafting effective intelligent agents requires a diverse approach that includes areas such as machine intelligence, software science, an