A Visual Thesaurus program is provided that allows a user to find media clips through successive queries by example. Clips similar to the example clip may be retrieved based on artistic style, color and shape, or keywords. Clips retrieved based on keywords may be found based on a single keyword, multiple keywords, or all keywords associated with the example clip. The keyword may be the clip format (e.g., "mpeg" or "gif").