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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Covers upgrading Qdrant server and SDKs without interrupting availability or losing data integrity. | qdrant/ | 254 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 50 | 50.Index Reindexes KB for semantic search via vector store (Qdrant). An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~840 | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 51 | Guides Qdrant scaling decisions. An agent skill from qdrant/skills. | qdrant/ | 254 | — | ~601 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 52 | Diagnoses and improves Qdrant search relevance. An agent skill from qdrant/skills. | qdrant/ | 254 | — | ~616 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 53 | 53.Vector DB A skill your agent uses when operating a vector store as a data layer — choosing or migrating between Pinecone, Qdrant, Weaviate and pgvector; designing a collection or index (distance metric… | ericrisco/ | 180 | — | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 54 | 54.Qdrant Provides Qdrant vector database integration patterns with LangChain4j. | giuseppe-trisciuoglio/ | 357 | — | ~1.6k | Automated safety check: Notes | MIT | 1 mo ago |
| 55 | Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval. | aiskillstore/ | 433 | — | ~2.7k | Automated safety check: Pass | No licence | yesterday |
| 56 | 56.Qdrant High-performance vector search engine for production RAG — Rust-powered, horizontal scaling, hybrid dense+sparse search, metadata filtering. | AlexAI-MCP/ | 135 | — | ~1.3k | Automated safety check: Pass | MIT | 6 mo ago |
| 57 | Navigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory usage optimization. | qdrant/ | 254 | — | ~456 | Automated safety check: Pass | Apache-2.0 | yesterday |
