"Our President Nicolas Maduro and Russian President Vladimir Putin are constantly on the telephone and know what is happening," Interfax quoted Gil as saying.
According to him, there is an active exchange of military visits between Caracas and Moscow.
Earlier, Russian Foreign Ministry spokeswoman Maria Zakharova said that the United States is going to hand over to the Venezuelan opposition a shipment of weapons.