Swing is a Java GUI widget toolkit that improves upon the older AWT toolkit. It includes common GUI components like JFrame, JPanel, and JLabel. JFrame represents a window, JPanel is used to group and layout components, and JLabel displays text. These components have constructors and methods to create, configure, add, and listen to GUI elements. Layout managers automatically position components and should be used for most applications.