Questions & Answers about La farmacia está cerrada hoy.
In Spanish, it is very common to use the definite article with nouns when talking about a specific place or thing that is understood from context. La farmacia means the pharmacy.
You can sometimes hear nouns without an article in other contexts, but in this sentence la farmacia sounds natural because it refers to a particular pharmacy.