The paper presents selected applications of graph models in knowledge engineering. Starting from the basic definition of a graph as a set of nodes connected by edges, the article presents possible extensions of this concept aimed at increasing the power of expression and the ability to process knowledge. In particular, the work focuses on selected applications of graph models in research areas explored by the members of the KRaKEn research team.