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> it handles queries and documents differently to embed them in the same vector space

I assume this might be behind the state of the art, then. As of a year ago OpenAI managed to get an embeddings model that can do both without any special flag or dual model to treat queries and documents differently.



handling queries and documents differently leads to an increase in overall retrieval.




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