If you go to this thread you should find the info you need. http://www.qatarliving.com/answers/travel-and-holiday/anti-depressants-z...
Just make sure you have a letter from your doctor saying that they are prescribed. There are lots of pharmacies here and the staff are really helpful,
Good luck and enjoy Qatar