Intelligent agents are becoming increasingly relevant in a wide range of domains. These agents are designed to carry out tasks autonomously, leveraging advanced algorithms and knowledge to make intelligent decisions. Crafting effective intelligent agents requires a comprehensive approach that integrates areas such as machine intelligence, software