Do you have any examples that come to mind for this? I'd love to understand what other models exist and what Redis extensions exist to compare embeddings.
Redis has approximate nearest-neighbors vector similarity search: https://redis-py.readthedocs.io/en/stable/examples/search_ve...
Generate the embeddings on a rented GPU, push to Redis then do a similarity search. Store vectors in Redis using ndarray.tobytes()