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Nice blog post.
I wonder if it's possible to speed up the search with something like https://github.com/google-research/google-research/tree/mast...
Also kind of surprising that something like this is not officially supported already! In my books that means this is a Good Idea
you dont need that, check out the implementation here https://github.com/richardpenman/reverse_geocode/ for example
The "retrieval based model" refers to https://github.com/CompVis/latent-diffusion#retrieval-augmen..., which uses ScaNN to train a knn embedding searcher.