In response to receiving a natural language request, possible intents may be determined and ranked and an appropriate action performed. Intent may be determined by removing as much ambiguity as possible by leveraging all the available information received to generate and rank interpretations of a user request. Actions may be generated as a result of the ranked interpretations. Actions may include performing a task or search. Search results from multiple pluggable search providers may be returned.