UltraBERT Fits 32K Tokens in One Vector. RIP Chunking?
Dylan Couzon, Anush
October 19, 2026
Qdrant 1.20 - Full-Text Search Improvements
Andrey Vasnetsov
October 22, 2026
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Qdrant Blog
When music just doesn't match our vibe, can AI help? - Filip Makraduli | Vector Space Talks
Filip Makraduli discusses using human language and AI to capture music vibes, encoding text with sentence transformers, generating recommendations through vector spaces, integrating Streamlit and Spotify API, and future improvements for AI-powered music recommendations.
Demetrios Brinkmann
January 09, 2024
Binary Quantization - Andrey Vasnetsov | Vector Space Talks
Andrey Vasnetsov, CTO of Qdrant, discusses the concept of binary quantization and its benefits in vector indexing, including the challenges and potential future developments of this technique.
Demetrios Brinkmann
January 09, 2024
Chat with a codebase using Qdrant and N8N
Building a RAG-based chatbot using Qdrant and N8N to chat with a codebase on GitHub
Anush Shetty
January 06, 2024
"Vector search and applications" by Andrey Vasnetsov, CTO at Qdrant
Andrey Vasnetsov, Co-founder and CTO at Qdrant has shared about vector search and applications with Learn NLP Academy.
Alyona Kavyerina
December 11, 2023
From Content Quality to Compression: The Evolution of Embedding Models at Cohere with Nils Reimers
Nils Reimers head of machine learning at Cohere comes on the recent vector space talks to share details about their latest embedding V3 model.
Demetrios Brinkmann
November 19, 2023
Google Summer of Code 2023 - Polygon Geo Filter for Qdrant
Explore Zein Wen's 2023 Google Summer of Code project adding polygon geo filters to Qdrant, from geohash candidates to geometry tests and API design.
Zein Wen
October 12, 2023
Google Summer of Code 2023 - Web UI for Visualization and Exploration
Explore Kartik Gupta's 2023 Google Summer of Code work on Qdrant's Web UI, including collection browsing, query editing, and vector visualization.
Kartik Gupta
August 28, 2023
Why Rust?
Qdrant could be built in any language. But it's written in Rust. Here's why.
Andre Bogus
May 11, 2023
Qdrant's 2023 Seed Round
Read Qdrant's April 2023 seed funding announcement, including the $7.5M round led by Unusual Ventures and plans for open-source vector search.
Andre Zayarni
April 19, 2023
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