Design a video search system

Design search over a large video library: a user types a query and gets the most relevant videos. Cover both the models (how videos and queries are embedded, how frames and text are combined, how ranking works) and the infrastructure (indexing, vector search, scaling). Expect close questions on the modeling choices.