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…4 min read·Sep 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!2 min read·Dec 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.3 min read·Nov 16, 2022--1--1
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.5 min read·Oct 5, 2022--2--2
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…3 min read·Sep 26, 2022--1--1
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?3 min read·Sep 21, 2022----
Alyona KavyerinaBenchmarking Vector Search EnginesThe first comparative benchmark and benchmark framework for vector databases / search engines…2 min read·Aug 23, 2022----
George PanchukFinding errors in datasets with Similarity SearchDistance-based methods for checking the quality of datasets5 min read·Jul 21, 2022--2--2
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…1 min read·Jun 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…4 min read·Jun 28, 2022----