Can we do a partially overlap two videos and play them play video1 ,play video 2 and then continue with first?

You would have to set the duration of the first video to match the starting point of the second video. After the second video is done you take a copy of the first and apply a trim offset to continue where the first video paused. So no need to split into pages for the second point.