Here two words are combined: Der Schnaps( Hard liquor)+Die idee(Idea💡) = by combining it will become " Die Schnapsidee". One thing you have keep in mind that "When you combine two nouns( Das Substantiv) - second Artical of noun will take article of original noun like- Die Schnapsidee. I hope you understood it. Danke schön