1. One or more computer-storage media storing computer-useable instructions that, when used by one or more computing devices, causes the one or more computing devices to perform a method comprising: receiving a user selection of a target media file; identifying a first set of media files that has been determined to be related to the target media file, wherein the first set of media files is identified for presentation to a user in response to the user selection of the target media file; determining that a quantity of media files included in the first set of media files does not meet a minimum threshold of media files; constructing a first query based on one or more of a title or a description of the target media file; using the first query, searching a media database to identify a second set of media files; inspecting titles of the first set of media files and the second set of media files to determine a cosine similarity between the titles such that words in the titles are compared, wherein media files having the cosine similarity above a predetermined threshold are considered duplicate media files; determining the quantity of media files includes in the first set of media files and the second set of media files; if it is determined that the quantity of media files included in the first set of media files and the second set of media files combined without the duplicate media files does not meet the minimum threshold of media files, generating a second query to identify from the media database a third set of media files, and communicating for display the media files included in the first set, the second set, and the third set of media files; and if it is determined that the quantity of media files in the first set of media files and the second set of media files combined without the duplicate media files meets the minimum threshold of media files, communicating for display at least a portion of the media files included in the first set of media files and the second set of media files that have not been determined to be the duplicate media files.
1. One or more computer-storage media storing computer-useable instructions that, when used by one or more computing devices, causes the one or more computing devices to perform a method comprising: receiving a user selection of a target media file; identifying a first set of media files that has been determined to be related to the target media file, wherein the first set of media files is identified for presentation to a user in response to the user selection of the target media file; determining that a quantity of media files included in the first set of media files does not meet a minimum threshold of media files; constructing a first query based on one or more of a title or a description of the target media file; using the first query, searching a media database to identify a second set of media files; inspecting titles of the first set of media files and the second set of media files to determine a cosine similarity between the titles such that words in the titles are compared, wherein media files having the cosine similarity above a predetermined threshold are considered duplicate media files; determining the quantity of media files includes in the first set of media files and the second set of media files; if it is determined that the quantity of media files included in the first set of media files and the second set of media files combined without the duplicate media files does not meet the minimum threshold of media files, generating a second query to identify from the media database a third set of media files, and communicating for display the media files included in the first set, the second set, and the third set of media files; and if it is determined that the quantity of media files in the first set of media files and the second set of media files combined without the duplicate media files meets the minimum threshold of media files, communicating for display at least a portion of the media files included in the first set of media files and the second set of media files that have not been determined to be the duplicate media files. 7. The one or more computer-storage media of claim 1 , further comprising modifying the query by restricting results of the query to those media files that are in a same category as the target media file.