PQ (Product Quantization)

Appears in 1 tutorial

Compress vectors by splitting into chunks and replacing each with a codebook ID.

As used in Vector Databases →

Compress vectors by splitting into chunks and replacing each with a codebook ID. ~8–32× smaller, lossy. Paired with IVF → IVF-PQ for billion-scale.