The Java Collections Framework provides a unified architecture for representing and manipulating collections of objects. The framework includes collection interfaces like Set, List, Queue, and Map that define common operations on collections. It also includes general-purpose implementations of these interfaces like HashSet, ArrayList, LinkedList, HashMap, and TreeMap that are backed by common data structures like arrays, linked lists, and trees. The framework aims to allow collections to be manipulated independently of their specific representation.