The 77-year-old filmmaker will take his stars and crew all the way to the South of France for the film, reported Ace Showbiz.
Allen's longtime partners Letty Aronson and Stephen Tenenbaum are on board the project to serve as the producers.
The Gravier Productions film will reunite Allen with several "To Rome with Love" crew members, including cinematographer Darius Khondji, production designer Anne Seibel and costume designer Sonia Grande.
The upcoming comedy marks the second time Allen shoots his film in France. Previously, he flew to the country to film "Midnight in Paris", which starred Owen Wilson, Rachel McAdams and Marion Cotillard.