AceShowbiz -

Beyonce Knowles and Jay-Z have been seen house hunting in Paris several times over the past month, PEOPLE reports. An insider tells the site, "They're looking for a place." Beyonce and Jay-Z have looked some properties including a villa near the Seine river, a house in a gated community referred to as "Millionaire's Row" and a townhouse next to the Elysee Palace.

According to E! Online, the couple has toured "a big house with a private garden, surrounded by high trees" which is located in Neuilly Sur Seine, a wealthy area in west sub-urb of Paris. The house reportedly has a price tag over than the usual range on property in the area which is 3 to 4 million euro.

Another insider tells Us Weekly that the couple wants to purchase a house in Paris "because they have so many memories there and they want to be able to be there more often. They plan on retiring in Paris eventually." The insider adds, "They've said they want Blue to learn French."

Amid divorce rumors, Beyonce and Jay-Z reportedly have renewed their marital vows. A source tells PEOPLE, "They did have major problems. But they worked it out and they've renewed their vows."

The powerhouse couple has been vocal about their love for Paris. "We love Paris," Jay-Z told the audience at their final "On the Run" tour in September. "It's special to us because we got engaged here, and this is where Blue Ivy was conceived."