The Play Framework is a web framework for Java and Scala that provides a lightweight and scalable architecture built on Akka. It allows for the creation of RESTful applications with non-blocking I/O and real-time capabilities. Play embraces modern web technologies and includes features for persistence, security, internationalization and more.