skills
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
File Explorer
Download Latest Version (.zip)- marketplace.json
- plugin.json
- bug-report.yml
- skill-request.yml
- eval-skills.yml
- links.yml
- nightly-link-fix.yml
- stale.yml
- validate-skills.yml
- CODEOWNERS
- dependabot.yml
- pull_request_template.md
- discord-qdrant-horizontal-scaling-enable-cluster-mode-safety.json
- discord-qdrant-horizontal-scaling-oss-resharding-support.json
- discord-qdrant-hybrid-search-combining-max-score-fusion.json
- discord-qdrant-hybrid-search-prefetches-spanish-rag-false-matches.json
- discord-qdrant-indexing-performance-optimization-indexing-cpu-throttling.json
- discord-qdrant-memory-usage-optimization-many-collections-startup-oom.json
- discord-qdrant-monitoring-debugging-read-timeouts-config.json
- discord-qdrant-tenant-scaling-shared-payload-index-types.json
- discord-qdrant-version-upgrade-upgrade-result-drift.json
- discord-qdrant-vertical-scaling-vertical-scaling-cap.json
- qdrant-clients-sdk.json
- qdrant-deployment-options.json
- qdrant-edge.json
- qdrant-horizontal-scaling.json
- qdrant-hybrid-search-combining.json
- qdrant-hybrid-search-prefetches.json
- qdrant-hybrid-search.json
- qdrant-indexing-performance-optimization.json
- qdrant-memory-usage-optimization.json
- qdrant-minimize-latency.json
- qdrant-model-migration.json
- qdrant-monitoring-debugging.json
- qdrant-monitoring-setup.json
- qdrant-monitoring.json
- qdrant-performance-optimization.json
- qdrant-relevance-feedback.json
- qdrant-scaling-data-volume.json
- qdrant-scaling-qps.json
- qdrant-scaling-query-volume.json
- qdrant-search-quality-diagnosis.json
- qdrant-search-speed-optimization.json
- qdrant-search-strategies.json
- qdrant-sliding-time-window.json
- qdrant-tenant-scaling.json
- qdrant-version-upgrade.json
- qdrant-vertical-scaling.json
- manifest.csv
- scorecard.md
- scores.csv
- scorecard-history.csv
- evals.json
- SKILL.md
- extract-run-signals.sh
- judge-runs.sh
- judge.py
- resolve-skill.sh
- run-eval-matrix.sh
- summarize-eval.py
- validate-prompts.sh
- generate_llms_txt.py
- generate_sitemap.sh
- make_links_absolute.py
- run_eval.py
- test_make_links_absolute.py
- validate_skills.py
- run-claude-prompt.sh
- run-claude-session.sh
- qdrant-latency-remote-skill.md
- qdrant-migration-skill.md
- qdrant-migration.md
- qdrant-smoke.md
- build-image.sh
- render-claude-stdout.js
- run-claude-session.sh
- run-claude-test-batch.sh
- run-claude-test.sh
- .dockerignore
- .env.example
- .gitignore
- Dockerfile
- README.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- index.md
- .gitignore
- .lycheeignore
- AGENTS.md
- build.sh
- CONTRIBUTING.md
- interpret-stats.md
- LICENSE
- netlify.toml
- README.md
- SCORING.md
# Installation Guide
1. Get the code
git clone https://github.com/qdrant/skills
Downloads the entire project code from GitHub to your computer.
cd skills
Moves into the project folder you just downloaded.
2. Docker
Easy RecommendedPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker build -f skill-test/Dockerfile -t skills .
Builds a runnable image based on the Dockerfile.
docker run -p 8080:80 skills
Runs the built image as an actual container.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
// repository documentation
Was this content helpful?
(0 ratings)
