No, HSA distributions for medical expenses are not taxable.
The IRS received a copy of form 1099-SA which reported the distributions from your HSA (you should have gotten a copy, too). If you would have entered this form in TurboTax, it would have generated a form 8889, which, as Bsch4477 notes, is required to show that your distributions were all for medical expenses.
