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Qdrant Release notes from Qdrant

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Qdrant 1.20.0

Qdrant 1.20.0 adds BM25 scoring, TurboQuant vector datatypes, per-element payload indexes, and improved HNSW performance.

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Qdrant 1.19.0

Change log Features ☝️ https://github.com/qdrant/qdrant/milestone/50 - TurboQuant 4-bit as a datatype of primary vector storage. Only store 4-bit quantized vectors and spare disk space on original vectors. [ docs ] #9669 , #9684 , #9950 - Unify definition of memory usage strategy for collection components.

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Qdrant 1.18.0

Change log Features 🏎️ milestone!48 - Add TurboQuant quantization variant, 8x vector compression without the recall tax #8605 - Add API to create and delete named vectors in existing collection #8606 - Deep memory reporting, show memory usage breakdown for storage components #8714 - Add low memory mode, force open everything on disk to minimize out of...

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Qdrant 1.17.0

Change log Features 🏋️ milestone#38 - Relevance Feedback ( docs ) milestone#44 - API for detailed report on optimization progress and stages ( docs ) milestone#40 - API for aggregated telemetry of the whole cluster ( docs ) milestone#43 - Unlimited update queue to gracefully smooth update spikes ( docs ) #8071 - Add Audit Access Logging ( docs ) #8063 -...

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The vector search engine.

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