My colleague, John Underwood, has created some starter UI’s for Atlas Search and Atlas Vector Search (and hybrid search). These may be helpful starting points. See this repo first: GitHub - JohnGUnderwood/atlas-search-tuner: Query Tuner for Atlas Search then check out his other related repos.