This is an example of a site with a large DB (~ 10 M galleries here)
We still have categories just to prove the script can handle it
We have search box at the top of each page
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My buddy took this home movie of his pregnant wife right before delivery and sent it to everyone, but I had to share because she is smoking hot and has some giant cans.