The remarkable success of the Generative Pre-trained Transformer in various applications has garnered significant attention from both academia and industry. Communities like AdapterHub and Hugging Face have amassed numerous opensource pre-trained Transformer structures, facilitating the design of light-responsive molecules in drug delivery systems. This diversity in molecule generation tools and content enhances the applicability of these technologies. Moreover, these advancements can seamlessly integrate into the workflows discussed in this paper.