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You can get the best of both worlds with a small embedding model

Show me an embedding model that runs as fast as an optimized regex engine and I'll buy you a beer.

Probably not as fast as a simple regex but static embedding models can get stupid fast e.g https://www.flowercomputer.com/news/fast-static-embedding/