It happened at the Agave Sports Bar in the 500 block of West Alma Avenue.
Police say one of the victims was transported to the hospital in critical condition but later died from their injuries.
According to a tweet from SJPD, the driver has been arrested for possibly driving under the influence.
Stay with ABC7 News for the latest details on this developing story.