The next generation of search technology should be ubiquitous, accurate, flexible, dynamic, intelligent, humane and safe. The DREAMS lab (Dialogues, REAsoning and Multilinguality for Search)will investigate such search systems, focusing on three main approaches: semantic, multilingual and conversational search.