To create a wholesale website on WordPress you need two plugins: 1. WooCommerce which adds basic ecommerce functionality, and 2. WooCommerce Wholesale Prices plugin which adds wholesale features to WooCommerce.
Once installed, you can install an ecommerce theme and set up your product listings with a wholesale price. When wholesale customers login they will be able to see the wholesale price and place their wholesale order.