IVF-PQ

An approximate nearest neighbor (ANN) indexing method that combines an inverted index with product quantization. By partitioning the vector space into multiple clusters (inverted files) and applying product quantization to sub-vectors for compression, it achieves fast approximate vector retrieval while significantly reducing memory usage, making it suitable for large-scale vector scenarios.