Qdrant
Vector search development
Skills for Qdrant deployment, SDKs, monitoring, search performance, and model migrations.
Featured skills
qdrant-clients-sdk
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
qdrant-edge
Guides building on Qdrant Edge, the embedded in-process shard.
qdrant-horizontal-scaling
Diagnoses and guides Qdrant horizontal scaling decisions.
qdrant-hybrid-search
Explains hybrid search in Qdrant.
qdrant-hybrid-search-combining
Fusing scores from multiple searches into a single ranked result (RRF, DBSF, custom fusion).
qdrant-indexing-performance-optimization
Diagnoses and fixes slow Qdrant indexing and data ingestion.
qdrant-memory-usage-optimization
Diagnoses and reduces Qdrant memory usage.
qdrant-model-migration
Guides embedding model migration in Qdrant without downtime.
qdrant-monitoring-debugging
Diagnoses Qdrant production issues using metrics and observability tools.
qdrant-monitoring-setup
Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log...
qdrant-multitenancy
Guides tenant isolation architecture in Qdrant for multi-tenant or multi-user applications.
qdrant-performance-optimization
Navigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory usage...
Qt
Qt application development
Skills for Qt interfaces, CMake projects, C++ review, documentation, and design integration.
React
Component interface development
Official skills for React maintenance, testing, flags, and verification.
Redis
Redis development and operations
Skills for Redis data modeling, connections, clustering, observability, and AI integrations.