The goal of this project is to analyze, experiment, and develop intelligent, interactive and multilingual Text Mining technologies, as a key element of the next generation of search engines, systems with the capacity to find "the need behind the query". These technologies will provide specialized services and interfaces according to the search domain and type of information needed. Moreover, it will integrate searchs on document collections (websites), multimedia (images, audio, video), semi-structured texts and restricted domains.