The history is a little murky on this as websites disagree on what happened when. But at some point the National Bank left, and Parliament took over the other building.
If you want to sound like a native, call the main legislative structure "Riksdagen." If you walk around the building, you'll probably see some lawmakers. And there are tours available.
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