You mean IMAGE FORMAT, not "extension".
JPEG is the appropriate format for a web site showcasing jewelry products.
You can only use whatever file "extension" is appropriate for each image file format. For the JPEG format you can only use the ".jpg" extension, which of course Photoshop will apend to the file name when you save the JPEG file.