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Claude+372Whisper+228LangChain+168Codex+223NotebookLM+276DALL-E 3+192DeepL+249n8n+208Topaz Video AI+153LlamaIndex+161
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Skill

Qdrant Skills

Qdrant operations knowledge indexed by symptom: slow search, rising RAM, stalled indexing, bad results.

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223
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Install

Official
Claude Code: /plugin marketplace add anthropics/claude-plugins-official → /plugin install qdrant-skills@claude-plugins-official
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Qdrant aramaları yavaşlarken, bellek şişerken, kiracı yalıtımı kurgulanırken ya da gömme modeli değiştirilirken

Needs tools
ReadBash
Needs MCP servers
Author
Qdrant
License
Apache-2.0

Rather than one large tuning document, the skills are nested by the complaint that brings you there. Performance optimisation splits into search speed, memory usage and indexing throughput; scaling splits into data volume, queries per second, scroll-heavy result sets and tail latency. An agent looking at a p99 spike lands on the page about p99 instead of reading everything about performance first. Beyond that there is a skill for switching embedding models without downtime, one for tenant isolation through payload partitioning and region-based separation, one for the embedded in-process shard with on-device BM25, and client coverage for Python, TypeScript, Rust, Go, .NET and Java.

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