The friend mechanism allows functions to access private members of classes when operating on two classes simultaneously. The document defines a Matrix and Vector class where the multiplication operator is declared as a friend of both classes. This allows the operator function to access the private data of Matrix and Vector to perform the multiplication and return the result.