But many Latin American countries including Brazil, Argentina, and Colombia, say they won't recognise Nicolas Maduro's leadership.
The country is in deep economic crisis, and millions of Venezuelans have fled to neighbouring countries.
Al Jazeera's Teresa Bo reports from the capital Caracas.
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