Intelligent systems are emerging increasingly popular in a wide range of fields. These agents are designed to execute tasks autonomously, utilizing advanced algorithms and knowledge to make intelligent decisions. Crafting effective intelligent agents requires a diverse approach that encompasses areas such as artificial intelligence, software scien