Vector Quantization

Documentation status: reference — see Maturity and evidence.

Vector quantization maps continuous vectors to a finite codebook for compression or discrete representation. Record codebook/model version and quantify reconstruction or retrieval impact before using quantized vectors in semantic pipelines.