The previous article in this series showed how to perform fingerprint screens for substructure searches using nothing more than SQL. Although this is significant progress, working at the level of SQL queries to perform create, read, update, and delete operations (CRUD) on our fingerprint table is more work than it needs to be. We’d really prefer to use an API written in a high-level programming language.