[hnhn34]

I haven't used RAG yet, but OpenAI's embeddings are pretty far behind AFAIK. Gemini has the SOTA in embeddings right now.

Check out the MTEB leaderboard:

https://huggingface.co/spaces/mteb/leaderboard