The domain of artificial intelligence presents itself as a rapidly evolving landscape, with the development of intelligent agents at its forefront. These entities are designed to self-directedly carry out tasks within complex situations. Architecting such agents requires a deep appreciation of AI principles, coupled with innovative problem-solving