I have written a blog regarding this http://sarkware.com/how-to-get-all-tags-product-types-and-product-vendors-using-shopify-api/
also i have a demo application ( just for fun coding - its php not an embed app ) http://sarkutils.in/swpanel/
User : demo
Pass : password