Additionally, conjugated alkenes with the SMILES of C=CC=NSN=C exhibits ultraviolet absorption properties. Its ability to undergo photochemical reactions upon UV light exposure renders them potentially useful in drug delivery applications. IV. FUTURE WORKS Previous studies have highlighted the limitations of UVresponsive materials for in vivo applications, citing concerns like potential cellular photo-damage and inadequate penetration . In subsequent investigations, researchers have turned their attention to visible and near-infrared lightresponsive molecular materials . However, the development of molecules utilizing LLM modeling for this purpose remains hindered by the absence of high-quality datasets. We aim to tackle this challenge to enhance the applicability and credibility of our workflow for medical clinical applications.