Reachy Remembers: Giving a Robot a Local Semantic Memory with Qdrant Edge
Sasha Denisov & Chadha Sridi
October 14, 2026
UltraBERT Fits 32K Tokens in One Vector. RIP Chunking?
Dylan Couzon, Anush
October 19, 2026
- Products
- Solutions
- Developers
- Resources
- Company
Qdrant Blog
How Poliscope Made All of Germany's Local Politics Searchable on One Server with Qdrant
How Poliscope indexed about 4,800 German council portals into one self-hosted Qdrant collection of 130M points: hybrid search, tenant and prefix filtering, and TurboQuant on one bare-metal server, taking mean search time from 20 seconds to 0.87 seconds.
Daniel Azoulai
October 15, 2026
How Small Can Google's New EmbeddingGemma 2 Get?
Google's EmbeddingGemma 2 in Qdrant: 99% of retrieval quality in 30x less vector RAM, or 94.5% in 77x less with rescoring.
Qdrant Team
October 06, 2026
Constella Preview: Swap Query Models Without Re-Embedding
Swap query models without re-embedding documents. Explore Constella Zero, Nano, and Stella, with BEIR-15 results and CPU benchmarks.
Dylan Couzon
September 29, 2026
Oxidizing Cross-Encoders
Learnings from writing a cross-encoder inference library in Rust and comparing it with existing Python packages.
Clelia Bertelli
September 25, 2026
How Lucy Built a Source-of-Truth Retrieval Layer for 2.8M+ SEC and DART Filings with Qdrant
How Lucy built a retrieval layer over 2.8M+ SEC and DART filings on Qdrant: four-lane hybrid search, payload filtering, and TurboQuant, reaching 94.7% Recall@10 on FinanceBench.
Daniel Azoulai
September 21, 2026
How Himalayas Built Semantic Job Matching for 100,000+ Remote Listings with Qdrant
How Himalayas moved remote job matching from keyword search to hybrid retrieval on Qdrant Cloud: 25M+ requests a month, around 30 ms median time in Qdrant, and a 19-point recall gain.
Daniel Azoulai
September 18, 2026
SHIFTing Languages in Multilingual RAG
Fix multilingual embedding language bias with SHIFT: shift document and query vectors to one pivot language and store them in a single Qdrant index.
Evgeniya Sukhodolskaya
September 16, 2026
Enough with the Bad Benchmarks: Tools for Production-Grade Research
Qdrant and Vultr release Qdrant-FineWeb-10B, the largest open-source vector search benchmark, plus Supernova, an open-source framework for embedding generation, ground truth, and evaluation at billion-vector scale.
Qdrant Labs
September 01, 2026
How to Tune Vector Search Without Guessing
Tune retrieval in Qdrant: the measurement behind fusion k, candidate depth, rerankers, rescoring, and labeled set size.
Dylan Couzon
August 24, 2026
Get Started with Qdrant Free
Get Started