An LLC is a Limited Liability Company. A Sole Proprietorship means you do business as yourself for tax and liability purposes with a D/B/A (doing business as) trade name.
From a federal and possibly state income tax point of view, the Sole Proprietorship means you file Schedule C and pay taxes...