Coconut milk and fish sauce should be pantry staples, no matter what.
Thai cooks use fresh aromatic vegetables like ginger, garlic, shallots, onion, lemongrass, and galangal liberally as a flavor base for their dishes. These ingredients are ground up into curry pastes, or minced and added to stir-fries at the beginning of the cooking process, not toward the end.