Can local German elections have an impact on the country's geopolitical situation?

The war in Ukraine has dominated the political discussion ahead of three east German state elections in September. Both far-left and far-right parties are demanding negotiations with Russia and the halting of weapons deliveries to Ukraine. Can they affect Germany's foreign policies?