We've just confirmed ... Lamar Odom WAS with Khloe Kardashian last night at Kanye West's concert ... but sources familiar with the situation tell TMZ ... she is NOT reconciling with him. We're told the reason Lamar was invited ... he's been clean and sober for several weeks and the Kardashians are "supporting his recovery and wanted him to have a good time."