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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This sweetheart looked rather romantic until the time when our barefaced cameraman approached her closer and recorded the adorable dark strap having looked up the petticoat