If I submit a single string to the endpoint as opposed to including it in an array with other strings, should I expect the values in the returned vector to be different or the same? For example:
{input:“the sky is blue”}
vs
{input:[“the sky is blue”,“the car is blue”]}
will the vector for “the sky is blue” have the same values in both cases or will they be different?
They might be a little different but they should be very close. Are you seeing something different? If so, can you post the responses you’re getting from each request?
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OK, thanks. Might be a little different is good enough for me. If I see substantial differences I’ll post something. What I was after is when I already have embeddings for data and I add to the data, would it be valid to fetch embeddings only for the new data as opposed to resubmitting it all. From your answer it looks like I should be find doing this. Thanks for your response.
bram
4
you should be able to use previously encoded data freely, the only time you may want to re embed is if you’re using a different engine, or if you’d like a different “shape” for the embedding
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