Combinatorial chemistry allows for the rapid synthesis of large compound libraries that can be efficiently screened. It works by creating many analogs using the same reaction conditions. This increases the likelihood of finding novel therapeutic compounds. Applications include generating diverse HIV protease inhibitor libraries containing hundreds of compounds for screening. Challenges include managing the complex information generated from large compound collections.