Intelligent systems are becoming increasingly sophisticated in a wide range of fields. These agents are designed to perform tasks autonomously, employing advanced algorithms and knowledge to make informed decisions. Crafting effective intelligent agents requires a multidisciplinary approach that includes areas such as artificial intelligence, syst