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euphoriation t1_j349t7o wrote

In order to find text similarity by comparing string embeddings, is it necessary to use a vector database? Alternatively, could the same results be achieved by averaging the embeddings of a set of strings and then calculating the distance between the average and the embedding of another string? In this context, would a vector database provide any additional benefits, or is it possible to achieve the same results without one? Additionally, I am wondering if the pricing of vector database solutions such as Pinecone and Milvus is justified for my use case, or if there are other more cost-effective options available.

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