Please Use Streaming Workload to Benchmark Vector Databases
Towards Data Science
DECEMBER 1, 2023
Today, many vectors are embeddings generated by deep neural nets like GPTs and CLIP to represent data points such as pieces of text, images, or audio tracks. After performing the same procedure for each ANN index, the benchmark generates a plot like the one below: Figure from ANN Benchmarks (11/25/2023). A static workload benchmark.
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