Project overview
Qdrant Skills gives coding agents decision-oriented guidance for vector-search engineering. It covers scaling, quantization, performance, search quality, monitoring, deployment, tenant isolation, embedding-model migration, upgrades, and SDK use across several languages. Users can install the Qdrant Advisor to load matching guidance dynamically or keep the full set locally for offline triggering. The material acts as a solutions-architecture handbook explaining when and why to choose an approach and pointing to relevant documentation, rather than teaching Qdrant from scratch.
Repository facts
- Primary language
- Python
- License
- Apache-2.0
- Repository updated
- Jul 14, 2026
- Default branch
- main
Resource types
Collection or directory
Use cases
Software developmentDevOps and deploymentTesting and debugging
Platforms
Claude CodeCursorCodexOpenCode
Capabilities
Observability
Audience
Developers