According to the US Small Business Administration, you do not need to charge sales tax on orders from outside your state (which is the way we have set up your site).
Here is a quote from their site:
If your business has a physical presence in a state, such as a store, office or warehouse, you must collect applicable state and local sales tax from your customers. If you do not have a presence in a particular state, you are not required to collect sales taxes.