Keepsake azaleas , like garden azaleas, not only need acidic soil but a season of cold weather in order to bloom. You should move your azalea to a cold but not freezing spot in your house for winter and return it to the window in late winter to early
spring. Be sure to keep it watered well, but not overwatered during it's winter home.