This paper proposes a pipeline for searching and browsing through newspaper archives. It uses a combination of algorithms for extracting information from text and tools for visualizing different text structures capable of handling large amount of articles that are normally collected in archives. The proposed pipeline is implemented as a web application, illustrative results show appropriateness of the proposed pipeline for searching and browsing news archives.