Qdrant Blog

Qdrant 1.17 - Relevance Feedback & Search Latency Improvements

Version 1.17 of Qdrant features a new Relevance Feedback Query, search latency improvements, and better operational observability.

How Bazaarvoice scaled AI-powered product insights with Qdrant

Discover how Bazaarvoice reduced vector storage by ~100x and unlocked new AI-powered shopping and insights experiences with Qdrant.

Sketch & Search: Google Deepmind x Qdrant x Freepik Hackathon Winners

Two Approaches to Helping AI Agents Use Your API (And Why You Need Both)

Two emerging patterns for agent-assisted development: static knowledge files and dynamic tool access. How they complement each other using Qdrant as a case study.

How Anima Health scaled clinical document intelligence with Qdrant

Discover how Anima Health used Qdrant to power vector search for clinical document coding, privacy-first retrieval, and agentic workflows in UK primary care.

Qdrant Academy Expands with Official Certification

Master the art of production-grade retrieval with Qdrant Academy’s new certification. Earn credentials, score exclusive swag, and level up your engineering skills.

How Kakao Built an AI-Powered Internal Service Desk with Qdrant

Discover how Kakao’s Connectivity Platform team built an AI-powered internal Service Desk using Qdrant to enable hybrid search, scale securely on Kubernetes, and improve employee productivity.

Building real-time multimodal similarity search in Flipkart Trust & Safety with Qdrant

Tackling fraud and abuse with scalable similarity search.

Qdrant 2025 Recap: Powering the Agentic Era

A comprehensive recap of Qdrant’s 2025 highlights, including major product releases, enterprise deployments, AI workloads at scale, and the teams building with Qdrant in production.