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The library will house some 43,000 artifacts and 80 terabytes of digital information from the Bush administration, including more than 200 million emails.

Time magazine reported that the three other living former presidents — Jimmy Carter, George H.W. Bush and Bill ClintonBill ClintonOPINION: Trump’s bluff: Perfectly legal Trump wants to keep new immigrants from getting welfare — which is already law Budowsky: Dems madder than hell MORE — will also be in attendance. Bush's brother, former Florida Gov. Jeb Bush, and Clinton's wife, former Secretary of State Hillary ClintonHillary Rodham ClintonHouse intel panel will interview John Podesta next week: report Overnight Cybersecurity: Trump tweetstorm on Russia probe | White House reportedly pushing to weaken sanctions bill | Podesta to testify before House Intel OPINION: Trump’s bluff: Perfectly legal MORE, are expected to attend as well.

"President Obama and the First Lady look forward to participating in the formal opening of a library that will be dedicated to a president who led our country in difficult times at home and abroad," White House deputy press secretary Josh Earnest said in a statement.

"It’s difficult to fully comprehend what it’s like to serve as President of the United States unless you’ve done it – and President Obama has developed a good relationship with both President George W. Bush and President George H.W. Bush. He has routinely expressed his deep appreciation for the 43rd President’s commitment to this country we love, and is looking forward to returning to Texas later this month."

—This story was last updated Wednesday at 9:59 a.m.

Daniel Strauss contributed.