Abstract: Systems and methods for video query contextualization can include a router model that determines how to process and respond to the query associated with the video. The systems and methods can include obtaining an input query and video data, processing the input query and the video data with the router model to generate a video clip and routing data, and the routing data can then be utilized to determine which processing system to utilize to process the video clip and the input query. The video clip can then be processed with the determined processing system to generate a query response that may be provided to the user.