Developed a reusable bibliography foundation for the ExoMol/bib repository by creating llm.bib, a BibTeX file containing two curated entries focused on Large Language Models in scientific literature analysis. Leveraging skills in bibliography management and technical writing, the work enabled Retrieval Augmented Generation and prompt engineering for data extraction and dataset construction. The approach emphasized repository hygiene and commit discipline, ensuring the new resource is both scalable and reproducible. No bugs were reported or fixed during this period, reflecting a focused delivery on feature development. The contribution established a vendor-agnostic infrastructure to accelerate research workflows and improve data extraction quality.