Polar breweries, maker of the country's best-known beer brands, shut down production at its four plants in April, blaming a barley shortage.
It said it was unable to import the key ingredient because it could not access dollars under socialist President Nicolas Maduro's tight currency controls.
But with bars and liquor stores running dry, Polar said it had reached a deal for a USD 35-million loan from Spanish bank BBVA, putting up its shares in an investment fund as collateral.
Some 10,000 workers at Polar's four breweries had been out of work since they suspended production.
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The brewery is part of Venezuela's largest corporation, Empresas Polar, whose chief executive, Lorenzo Mendoza, has repeatedly clashed with Maduro as the economy has veered into a deep recession.
Maduro accuses the billionaire businessman of sabotaging the economy by slowing production, which the leftist leader blames for severe shortages of food and basic goods.
Maduro declared a state of emergency last month to counter what he calls a US-backed "economic war" on Venezuela, threatening to arrest the owners of businesses that halt production.
Polar, the largest food producer in Venezuela, makes a vast range of products, including snacks, condiments, ice cream, soda and the corn flour used in arepas, the national dish.
Although Venezuela holds the world's largest oil reserves, the sharp fall in global crude prices over the past two years has exacerbated the decline of its socialist economic model.
The import-dependent economy is set to contract eight percent this year, with inflation of 700 percent, the International Monetary Fund forecasts.