I like Elmer's Craft Bond Paper Craft Glue Gel. It dries clear and relatively quickly -- the thinner it's applied, the better. It's sold at craft stores, like AC More and Michaels (also Amazon.)
I also use Diane 1.75" single prong clips, which are flat, and are excellent for holding small parts together until they dry. These are also available from Amazon.
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