How to Tune Vector Search Without Guessing
Dylan Couzon
August 24, 2026
Enough with the Bad Benchmarks: Tools for Production-Grade Research
Qdrant Labs
September 01, 2026
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Qdrant Blog
How Bayer Built an Enterprise-Scale Search Engine with Qdrant
How Bayer built myGenAssist on Qdrant Hybrid Cloud: 135M points, hybrid search for deep agents, semantic caching, multitenancy, and a 20% efficiency gain.
Daniel Azoulai
August 13, 2026
Qdrant and Minima Deliver 2.92x More Agentic RAG Tasks per GPU-Hour
Hybrid search, payload filters, and late-interaction reranking in Qdrant plus Minima-optimized inference delivered 2.92x more successful agentic RAG tasks per GPU-hour without reducing grounded quality.
Qdrant and Minima Engineering
August 13, 2026
Pre-Filtering vs Post-Filtering (and Why Qdrant Does Neither)
Compare pre-filtering vs post-filtering in vector search: where each breaks, how Qdrant filters in place, and when ACORN earns its cost.
Dylan Couzon
August 07, 2026
Lessons From Building E-Commerce Search on Qdrant
Build e-commerce search on Qdrant: lessons on hybrid ranking, in-query filtering, embedding recipes, personalization as re-rank, and merchandising formulas.
Dylan Couzon
July 24, 2026
Qdrant Beats Elastic’s DiskBBQ at 2x Throughput, Half the Latency, and 1/3 the Compute
Elastic's recent benchmark claims Elasticsearch with DiskBBQ hits 7x higher throughput than Qdrant on network-attached storage. The problem: they never tested Qdrant configured correctly.
Alexis Musaelyan
July 08, 2026
Branch-Aware Semantic Code Search with Qdrant
Branch-aware code search in Qdrant scopes each query to one Git branch, so semantic code search returns the version your branch runs, not a stale one.
Dylan Couzon
July 02, 2026
Qdrant Lands in SF: Vector Space Day 2026 Recap
Our first Vector Space Day in the United States brought developers, researchers, and engineers to San Francisco for a day of agents, retrieval, and robotics, across keynotes, breakout talks, a hackathon, and a community happy hour.
Neil Kanungo
June 24, 2026
Memory at the Edge: On-Device Vector Search with Qdrant Edge
Run vector search on-device with Qdrant Edge: an in-process, offline vector search engine that gives robots and edge AI a real-time, searchable memory.
Dylan Couzon
June 16, 2026
Vector Space Hackathon 2026
Meet the 2025 Qdrant Hackathon winners building beyond chatbots: vector search projects spanning robotics, e-commerce, and gaming.
Neil Kanungo
June 11, 2026
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