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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Hipper-dipper a-hole of that cover-angel mesmerized me and I just followed her not realizing what I was doing, though my hands reflexively grabbed the livecam knowing exactly what to do!