Bookshelf.js is a JavaScript library designed to simplify querying and managing relationships in relational databases like MySQL and PostgreSQL. It offers features for modeling database records, handling entity relationships, and supports both eager and lazy loading of related data. The document also outlines the use of Knex for query building and provides code examples for defining models and controllers.