The peer-to-peer user-private information retrieval (P2P UPIR) protocol is an anonymous database search protocol in which the users collaborate in order to protect their privacy. This collaboration can be modelled by a combinatorial configuration. This chapter surveys currently available results on how to choose combinatorial configurations for P2P UPIR.