Repository
skills
Verified repositoryAgent 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
30
skills
Jul 22
updated
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Search the skills in this repository.
Showing 30 skills from Qdrant/skills
qdrant-advisor
diagnose and troubleshoot Qdrant deployments
Jul 16DatabaseDebuggingOperationsQdrantqdrant-clients-sdk
integrate Qdrant client SDKs
Jul 16API DevelopmentDatabaseQdrantSDKqdrant-deployment-options
select Qdrant deployment options
Jul 19DatabaseDeploymentInfrastructureQdrantqdrant-edge
build applications with Qdrant Edge
Jul 16DatabaseEdgeQdrantSearchqdrant-horizontal-scaling
guide Qdrant horizontal scaling decisions
Jul 19ArchitectureDatabaseQdrantScalingqdrant-hybrid-search
implement hybrid search in Qdrant
Jul 16AI InfrastructureDatabaseQdrantSearchqdrant-hybrid-search-combining
combine hybrid search scores in Qdrant
Jul 16DatabaseQdrantSearchqdrant-hybrid-search-prefetches
configure hybrid search with prefetch queries
Jul 16API DevelopmentDatabaseQdrantSearchqdrant-indexing-performance-optimization
optimize Qdrant indexing and data ingestion
Jul 19DatabaseDebuggingPerformanceQdrantqdrant-memory-usage-optimization
optimize Qdrant memory usage
Jul 16DebuggingPerformanceQdrantqdrant-minimize-latency
optimize Qdrant query latency
Jul 16DatabaseDebuggingPerformanceQdrantqdrant-model-migration
migrate embedding models in Qdrant
Jul 16DatabaseMigrationPerformanceQdrantqdrant-monitoring
monitor Qdrant health and metrics
Jul 16MonitoringObservabilityQdrantqdrant-monitoring-debugging
monitor and debug Qdrant production issues
Jul 16DatabaseDebuggingMonitoringObservability +1qdrant-monitoring-setup
configure Qdrant monitoring and alerting
Jul 16AlertingMonitoringPrometheusQdrantqdrant-multitenancy
implement Qdrant multi-tenant architecture
Jul 22DatabaseMulti-TenantQdrantSearchqdrant-performance-optimization
optimize Qdrant search and indexing performance
Jul 16DatabaseOptimizationPerformanceQdrantqdrant-relevance-feedback
optimize search results with relevance feedback
Jul 16DatabasePerformanceQdrantSearchqdrant-scaling
scale Qdrant vector database clusters
Jul 16DatabaseInfrastructurePerformanceQdrantqdrant-scaling-data-volume
scale Qdrant data volume and storage
Jul 16DatabasePerformanceQdrantScalingqdrant-scaling-qps
scale Qdrant query throughput
Jul 19PerformanceQdrantScalingqdrant-scaling-query-volume
scale Qdrant query volume
Jul 16DatabasePerformanceQdrantScalingqdrant-search-quality
improve Qdrant search relevance
Jul 16Data AnalysisQdrantSearchqdrant-search-quality-diagnosis
diagnose Qdrant search quality issues
Jul 16Data AnalysisDebuggingQdrantSearch