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qdrant-vector-search

Enables high-performance vector similarity search for RAG and semantic search, optimizing production systems with Rust-powered efficiency.

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Security score

The qdrant-vector-search skill was audited on May 23, 2026 and we found 4 security issues across 1 threat category. Review the findings below before installing.

Categories Tested

Security Issues

low line 290

External URL reference

SourceSKILL.md
290vectorstore = Qdrant.from_documents(documents, embeddings, url="http://localhost:6333", collection_name="docs")
low line 421

External URL reference

SourceSKILL.md
421url="https://your-cluster.cloud.qdrant.io",
low line 493

External URL reference

SourceSKILL.md
493- **Docs**: https://qdrant.tech/documentation/
low line 495

External URL reference

SourceSKILL.md
495- **Cloud**: https://cloud.qdrant.io
Scanned on May 23, 2026
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