The Spring Framework is an open source application framework for Java. It provides an inversion of control container and aspects like aspect-oriented programming, data access, transactions, MVC, and more. Spring offers benefits like reduced complexity, less custom code needed, and a turn-key solution through its reusable and configurable components that promote best practices like separation of concerns and dependency injection.