The realm of artificial intelligence is a rapidly evolving landscape, with the development of intelligent agents at its forefront. These systems are designed to independently perform tasks within complex environments. Architecting such agents demands a deep knowledge of AI principles, coupled with creative problem-solving abilities. Fundamental fa