qdrant-clients-sdk
FeaturedQdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
Install
Quality Score: 90/100
Skill Content
Details
- Author
- qdrant
- Repository
- qdrant/skills
- Created
- 6 months ago
- Last Updated
- yesterday
- Language
- Python
- License
- Apache-2.0
Integrates with
Bundled in these plugins
Similar Skills
Semantically similar based on skill content — not just same category
qdrant-version-upgrade
Covers upgrading Qdrant server and SDKs without interrupting availability or losing data integrity. Use when someone asks 'how do I upgrade Qdrant', 'can I jump from 1.15 to 1.18', 'rolling upgrade without downtime', 'do I upgrade the client or the server first', 'which SDK version matches my server', 'what should I check before upgrading', or 'something changed after we upgraded'.
qdrant-deployment-options
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud', or 'need lowest latency deployment'. Also use when choosing between deployment types for a new project.
qdrant-monitoring
Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis.