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You can fit 1M vectors in the free tier of www.pinecone.io if you want to experiment. I'm not sure how fast having that many query vectors would be. (I'm a happy Pinecone customer, but only use a single query vector.)



Huh, at one point you could have multiple queries, but it looks like that is deprecated now.

https://www.pinecone.io/docs/api/operation/query/

So maybe it wouldn't work for you use case.




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