Do I need to file taxes if all I had all year long was Food Stamps and Medicaid?

No.    There is nothing to enter on a tax return about food stamps or Medicaid; you are not eligible for any sort of tax credits.

State aid is not reported on a tax return so if you have no other income there is no need to file a tax return.