I did some prototyping with SQLite + VSS extension to handle embeddings and wasn't getting the same results as using the Redis search modules. My preference would be to run something that doesn't require a separate for the DB, but it still needs some tuning. Redis gets the job done but there are likely simpler solutions that could give us comparable performance that we'll discover.