Chemical libraries are collections of small molecules that are used for drug discovery and other purposes. These libraries can be constructed using a wide variety of synthetic and natural compounds, and must be carefully curated and optimized in order to maximize their usefulness. Creating and maintaining chemical libraries requires specialized knowledge and expertise in chemistry, pharmacology, and data analysis, and is an essential tool for many areas of chemical and biological research.