The field of artificial intelligence has become a rapidly evolving landscape, with the development of intelligent agents at its forefront. These entities are designed to autonomously perform tasks within complex contexts. Architecting such agents necessitates a deep understanding of AI principles, coupled with creative problem-solving abilities. F