The Rise of Vector Databases

  • Thanks for mentioning it, wasn't aware of this kind of database

  • The following  article is interesting : using sql server (azure sql to be precise) as a store for vectors/embeddings built with openAI and use cosine distance to compute one kind of similarity :

    https://github.com/Azure-Samples/azure-sql-db-openai

    On another database planet, postgresql fans have quickly built a pgvector extension to benefit of special vector datatype and specials operator (<#>, @>,...)for distance calculation and some aggregates on t: https://github.com/pgvector/pgvector

    I was wondering if C# and CLR could not help for building similar datatypes and operators in sql servers, waiting for a performant native sql server vector datatype...

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