Data Exploration with Qdrant's Distance Matrix API
Efficient visualization and clusterization of high-dimensional data with Qdrant
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 Search in Qdrant
Discover points by constraining the vector space.
Luis Cossío
January 31, 2024
Multimodal Food Search Demo
Feeling hungry? Find the perfect meal with Qdrant's multimodal semantic search.
Kacper Łukawski
September 5, 2023
Vector Similarity: Going Beyond Full-Text Search
Explore how vector similarity enhances data discovery beyond full-text search, including diversity sampling and more!
Luis Cossío
August 8, 2023
Detecting Dataset Errors with Similarity Search
Finding errors in datasets with distance-based methods
George Panchuk
July 18, 2022