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Germany and France are both in the Schengen area. If you have a long-stay visa (or residence permit) that lets you travel to Germany, you can also use that visa to enter or leave the Schengen area in Paris on your way to/from Germany.
In general such a visa also lets you visit the other Schengen countries on the same conditions as visa-free nationals.