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As of today you can use a rich text signature in Gmail, meaning that you can add links and images to it, as well as change the text's format, font and color.
To change your signature in Gmail, click on "Settings," and scroll down to the "Signature" section. You'll see a new signature editor which contains the same functions that are at your disposal when you compose an e-mail.