The open source platform of DSpace could be defined as a repository application used to provide access to digital resources. DSpace is installed and used by more than 1000 organizations worldwide. A predefined taxonomy of keyword, called the Controlled Vocabulary, can be used for describing and accessing the information items stored in the repository. In this paper, we describe how the users can create, and customize their own vocabularies. Various heterogeneous items, such as research papers, videos, articles and educational material of the repository, can be indexed in order to provide advanced search functionality using new controlled vocabularies.