The Social Democrats originally said they would not prop up another government under Chancellor Angela Merkel.
But they have now agreed that they will go into another coalition with the conservatives if party members approve.
The Social Democrats would keep control of the foreign ministry and take over the post of finance minister if the coalition forms.
Al Jazeera's Paul Brennan reports from Berlin.
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