On an Indian passport you get 14 days visa-free access to HKG, so you should have no problem accessing the DG store.
Be aware that everything I have every priced at HKG airport "duty free" (there isn't actually any duty to be free of in HK except for alcohol over 30% and tobacco) has been significantly more expensive than buying the same item down town HK.