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How does their embedding model compare in terms of retrieval accuracy to, say `text-embedding-3-small` and `text-embedding-3-large`?

• binarymax 2y ago
  It’s impossible to answer that question without knowing what content/query domain you are embedding. Checkout MTEB leaderboard, dig into the retrieval benchmark, and look for analogous datasets.
  • 3abiton 2y ago
    So we're talking maximizing embedding model per use case? Medical dats would require differnet model than say sales data? Sounds very fragmented approach.
    • ekianjo 2y ago
      The answer lies with a validation dataset that you create for testing.
• splike 2y ago
  You can use openai embeddings in elastic if you don't want to use their elser sparse embeddings