Is there self defence movements in Tai Chi and Qigong? 

Yes indeed.  Both Tai Chi and Qigong are based on Kung Fu moves.  In fact Kung Fu originated from a Monk called Dart Mo who meditated in a cave for 9 years and came out to teach other monks the art of Qigong.