Thai curry pastes are a tantalizing combination of herbs and spices mashed together with lemongrass, ginger, and galangal. We'll skip the dried shrimp. Choose whole spices over ground when possible and invest in a grinder for the freshest, longest-lasting, and most intense flavors.