AI, Database, Optimization.
of 5M vectors, each with a dimension of 1536, was created by VectorDBBench by running OpenAI on raw data. Given each vector element is of type FLOAT, to save the vectors alone, approximately 29 GB (5M * 1536 * 4) of memory is needed, plus a similar amount extra to hold indices and other metadata