This paper presents REAP, a system for rights management in digital libraries. REAP is aimed at demonstrating that intellectual property can be published in the Internet by digital libraries in accordance with copyright laws. The article proposes an architecture/paradigm for managing rights when publishing information through Digital Libraries involving digital rights management. Based on this architecture a working prototype called REAP has been implemented and is documented and discussed in this paper.