Weaviate Knowledge Cards

PQ

Product quantization (PQ) is a compression technique for vectors, reducing memory usage by up to 90%. It's a lossy algorithm, meaning it trades some accuracy for significant memory savings. However, Weaviate employs a rescoring technique to reduce the loss of recall.