The blaze broke out in the two-storey terraced house in Cameron Way, in the Knightsridge area of Livingston, at about 2130 BST on Sunday.
A Lothian and Borders Fire and Rescue Service spokesman said the rescuers also extinguished the fire.
All three people were treated for smoke inhalation by fire crews and were taken to St John's Hospital in Livingston.
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