Java AWT (Abstract Windowing Toolkit) provides an API for developing GUI applications in Java, consisting of platform-dependent heavyweight components. The framework includes classes for creating various user interface elements such as buttons, labels, and text fields, while also allowing for layout management through different layout managers. Furthermore, AWT introduces container classes, applets, frames, and methods for handling user interactions, facilitating the development of graphical user interfaces.