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It can't be bought in a shop and no spells work on these Jinns. You need the Breezy Sword. It's on the shelf when you first enter the Air Jinns' place. Shelf is to the south.
Items on shelves don't respawn. I'll do an update so you can buy it from Hamid the Smith but you might have to camp out until it appears in his inventory.