TurboQuant in Qdrant
TurboQuant ships in Qdrant 1.18
Ivan Pleshkov & Jonas Schulz
May 13, 2026
Production Ops
Operate Qdrant at scale. Learn how to optimize memory and resources, apply quantization, manage multitenancy and sharding, and secure access in production.
Product Quantization for Vector Search
Vector search with low memory? Try out our brand-new Product Quantization!
Kacper Łukawski
May 30, 2023
Scalar Quantization for Vector Search
Discover scalar quantization for optimized data storage and improved performance, including data compression benefits and efficiency enhancements.
Kacper Łukawski
March 27, 2023
Minimal RAM to Serve 1M Vectors
How to properly measure RAM usage and optimize Qdrant for memory consumption.
Andrei Vasnetsov
December 7, 2022