Sara Gilbert and Linda Perry
11/29/2011 at 12:30 PM EST
Has Sara Gilbert found new love?
The actress and co-host of The Talk
, who recently ended her relationship
with her partner of 10 years, Allison Adler, was photographed holding hands with musician and producer Linda Perry as the pair left a grocery store in West Hollywood over the weekend.
Earlier this month, Gilbert, 36, and Perry, 46, were photographed together at the 40th Anniversary gala for the Los Angeles Gay and Lesbian Center.
It also appears the two may have spent the holiday together.
On the day before Thanksgiving, Perry Tweeted
: "Grocery shopping with @THEsaragilbert. Her contribution: breaking the balsamic vinegar trying to figure out if she had spotted Bill Cosby."
Perry, the former lead singer of 4 Non Blondes, is the songwriter and producer behind hits such as Pink
's "Get the Party Started" and Christina Aguilera