In multimedia search, when user uploads a file and searches for similar files in the indexes, create a thumbnail for the query file. The thumbnail will be displayed at the top of the search results page.

The search results page already displays thumbnails for existing files in the indexes, and distance between the query file and the existing files. Note that the query file will be a temp file, so need to create functionality similar to existing one for files in permanent storage.