Quantization

Embedding Quantization Trade-offs: When Shrinking Vectors Kills Recall

Quantization can dramatically reduce vector storage costs and improve search speed, but aggressive compression often comes at a hidden price: lower recall. Learn how embedding quantization works, where performance gains come from, and when shrinking vectors starts hurting retrieval quality.