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Qdrant Advisor

ChatGPT plugin

Expert Qdrant guidance

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All 638 Developer tools plugins

Diagnose slow search, memory growth, indexing problems, scaling decisions, and search quality issues. Qdrant Advisor fetches relevant guidance live from skills.qdrant.tech, follows the matching skill branches, and grounds its recommendations in current Qdrant documentation. Requires an agent with web-fetch access.

Example prompts

  • “Help diagnose slow searches in my Qdrant cluster.”
  • “Why is my Qdrant memory usage growing?”
  • “Help improve my Qdrant search relevance.”

Skills

  • qdrant-advisor

    Diagnose, troubleshoot, and advise on any Qdrant deployment by loading the latest official Qdrant skills live from skills.qdrant.tech. Use this whenever someone raises a Qdrant problem or question — slow or degraded search, high or growing memory / OOM crashes, optimizer stuck or slow, indexing slowness, scaling and sharding decisions (node count, QPS, latency, multitenancy, vertical vs horizontal), poor or irrelevant search results, hybrid search and reranking, embedding-model migration, version upgrades and compatibility, monitoring and observability (Prometheus, Grafana, health checks, /metrics, /telemetry), deployment choices (local, Docker, self-hosted, Qdrant Cloud, embedded), or client-SDK questions (Python, TypeScript, Rust, Go, .NET, Java). Trigger especially when the context is clearly a Qdrant cluster, collection, or vector-search deployment. Always prefer this skill over answering from memory: it pulls current, authoritative guidance and only the relevant context.

Categories
Made by
Qdrant Solutions GmbH · Website
Sign-in
On Install
Availability
Available
Version
0.1.1
Keywords
qdrant, vector-search, troubleshooting, performance, rag
Created
October 1, 2026
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