Dave MartinHyperfast Vector Search with Binary Quantization.The new release of Qdrant 1.5 enables incredible memory and performance improvement to the already efficient storage and search of…Sep 15, 2023Sep 15, 2023
Kacper ŁukawskiQdrant 0.11.4 and 0.11.5 with new features!Qdrant has some exciting new features, which have been introduced within the last two weeks. Here is a summary!Dec 8, 2022Dec 8, 2022
Kacper ŁukawskiQdrant introduces full-text filters and indexesVector embeddings capture semantics. But if you know the exact text you look for, the full-text filter in Qdrant allows you to use both.Nov 16, 20221Nov 16, 20221
Kacper ŁukawskiStoring multiple vectors per object in QdrantQdrant 0.10 finally supports storing several vectors per object. If your data might be described in many ways, we describe how to do it.Oct 5, 20222Oct 5, 20222
Kacper ŁukawskiBatch vector search with QdrantThe latest release of Qdrant 0.10.0 has introduced a lot of functionalities that simplify some common tasks. Those new possibilities come…Sep 26, 20221Sep 26, 20221
Kacper ŁukawskiQdrant supports ARM architecture!Since Qdrant 0.10 you don’t need to emulate x86 Docker image on ARM architectures like Apple M1 or AWS Graviton. How about its performance?Sep 21, 2022Sep 21, 2022
Alyona KavyerinaBenchmarking Vector Search EnginesThe first comparative benchmark and benchmark framework for vector databases / search engines…Aug 23, 2022Aug 23, 2022
George PanchukFinding errors in datasets with Similarity SearchDistance-based methods for checking the quality of datasetsJul 21, 20222Jul 21, 20222
Alyona KavyerinaIntroducing the Quaterion: a framework for fine-tuning similarity learning modelsWe’re happy to share the result of the work we’ve been into during the last months — Quaterion. It is a framework for fine-tuning…Jun 28, 2022Jun 28, 2022
Vasnetsov AndreySimilarity Learning lacks a framework. So we built oneSimilarity Learning is not new but is an actively developing area of machine learning. It is also known as Metric Learning in literature…Jun 28, 2022Jun 28, 2022