In this paper we present the StoryStream system, a mobile application that constructs a documentary type of narrative of user generated non-fiction stories, which are orally presented to a visitor of a neighborhood while he or she freely explores the surroundings. The aim of the system is to enhance the exploration experience by providing context related information that adapts to the information interests of the user.