Really neat. I tried your search for red shoes, and I found some, er, unexpected imagery on page 1.
One thing you could do is add semantic search so when a user searches "red shoes," the index returns images that look like red shoes even if the metadata doesn't say anything about color or item types. To do this, I'd use a model like CLIP. Here's an example of using CLIP and Supabase to do semantic image search: https://blog.roboflow.com/how-to-use-semantic-search-supabas...