Qdrant 1.18 - TurboQuant - Qdrant

This post introduces TurboQuant, a new quantization method that offers twice the compression ratio of scalar quantization with similar recall and speed. It also details memory monitoring capabilities for collections, the ability to add/remove named vectors without recreating collections, improvements to audit logging (querying logs and request tracing IDs), per-collection API metrics, and new strict mode guardrails for memory and search batch size.