How are Saving Throws determined exactly?

@sinai_selah we have some confusion about saving throws. How are they determined exactly? One of our party said modifier + prof bonus? Ability Mod. If you are proficient, add prof bonus. Some items also add to them.

— Matthew Mercer (@matthewmercer) September 6, 2016