Dec. 21, 2023, 4:27 p.m. | Chloe Williams

DEV Community dev.to

If you're looking to learn the fundamentals of vector databases, check out Zilliz's top 5 videos of 2023. Let's countdown, starting at number 5.





5: IVF Vector Index



IVF, or Inverted File index, is probably the most intuitive vector indexing method from a machine learning standpoint. It asks us, how can we easily cluster these points? and comes up with K-Means. When we query, we first look for the closest centroids, then into their clusters, massively reducing the number …

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