Worpress Theme / Shop for "Normal" Products and Affiliate Products

Hi everybody,
i want to set up a shop where I can sell my produtcs and at the same time, for the categories I have no products, I want to fill this with affiliate products from amazon. Is there a wordpress theme where I can combine this ?