Former President Obama and former Vice President Joe Biden Joe BidenPelosi slams Trump executive order on pre-existing conditions: It 'isn't worth the paper it's signed on' Hillicon Valley: Subpoenas for Facebook, Google and Twitter on the cards | Wray rebuffs mail-in voting conspiracies | Reps. raise mass surveillance concerns Fox News poll: Biden ahead of Trump in Nevada, Pennsylvania and Ohio MORE were photographed getting lunch together at a bakery in Washington, D.C., on Monday.

The two were spotted at the Dog Tag Bakery in Georgetown. The bakery is a owned and operated by Dog Tag Inc., a nonprofit organization that empowers veterans, military spouses and caregivers who were disabled during service to "discover personal and professional fulfillment in the civilian world,” according to its website.

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“Look who stopped by Dog Tag Bakery for lunch today! Thank you Barack Obama Barack Hussein ObamaObama warns of a 'decade of unfair, partisan gerrymandering' in call to look at down-ballot races Quinnipiac polls show Trump leading Biden in Texas, deadlocked race in Ohio Poll: Trump opens up 6-point lead over Biden in Iowa MORE and Joe Biden for supporting our mission of empowering veterans with service-connected disabilities, military spouses, and military caregivers!” the bakery said in a tweet along with a photo of Obama and Biden at the store’s counter.

The sighting comes as Biden is widely seen as considering a run for the Democratic Party's presidential nomination in 2020.

While speaking in Bogota, Colombia, earlier this month, the former vice president said he would decide whether he would run for president by January.

"I know I have to make up my mind and I have to do it by January," Biden said.