Plugins

2 plugins

Optimize Qdrant Search Quality

Diagnose and improve Qdrant search relevance by isolating embedding, config, or query issues.

3 skills · plugin

Migrate Embedding Model in Qdrant

Migrate embedding model in Qdrant without downtime using alias swap and hybrid search.

3 skills · plugin

Results for “qdrant”

5 skills

Qdrant Monitoring Debugging

Diagnoses Qdrant production issues using metrics and observability tools, covering optimizer problems, memory spikes, and slow queries.

Qdrant Monitoring Setup

Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization.

More results

Qdrant Search Speed Optimization

Diagnoses and resolves slow Qdrant search performance issues including high latency, low throughput, and slow filtered searches.

Qdrant Memory Usage Optimization

Diagnoses and reduces Qdrant memory usage by analyzing resident memory, page cache, and providing optimization techniques like quantization, on-disk storage, and async_scorer.

Qdrant Monitoring

Guides monitoring and observability setup for Qdrant vector search deployments, including Prometheus scraping, health checks, and metric-based debugging of production issues.