I'd say both; the way we see things is heavily influenced by language (for example, groups that see colors different, or have words for emotions that we feel differently/ don't feel), but without those things in a basic form there wouldn't be a need for a word for it.
So, if I had to hit it on one side or another, I'd say language greatly magnifies culture, but culture ultimately starts with being able to express yourself in a certain way.