Distance-based data exploration
Explore your data under a new angle with Qdrant's tools for dimensionality reduction, clusterization, and visualization.
Andrey Vasnetsov
March 11, 2025
Data Exploration
Learn how you can leverage vector similarity beyond just search. Reveal hidden patterns and insights in your data, provide recommendations, and navigate data space.
Discovery needs context
Discovery Search, an innovative way to constrain the vector space in which a search is performed, relying only on vectors.
Luis Cossío
January 31, 2024
Vector Similarity: Going Beyond Full-Text Search | Qdrant
Discover how vector similarity expands data exploration beyond full-text search. Explore diversity sampling and more for enhanced data discovery!
Luis Cossío
August 08, 2023
Finding errors in datasets with Similarity Search
Improving quality of text-and-images datasets on the online furniture marketplace example.
George Panchuk
July 18, 2022