The Spring Framework is an open-source Java platform introduced in 2003 that facilitates the development of robust applications by providing infrastructure support and promoting good programming practices. It is lightweight, allows for easy dependency injection, and features a range of modules for different programming needs, such as core, AOP, DAO, ORM, and MVC. Spring enables loose coupling, powerful abstractions, and declarative support, making it a popular choice among developers for enterprise Java applications.