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Glossary: Embeddings and Vector Search

IVF

Also written: inverted file index, IndexIVFFlat, training

An approximate index that groups vectors into clusters learned in advance (training), then searches only the nearest clusters. It is light on memory but needs training data.

Where the book teaches it

Related terms

nlist and nprobek-meansproduct quantization (PQ)