qdrant.md

Qdrant

Category: Vector Stores

Summary: Open-source vector database designed for production similarity search with fast indexing.

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Quick-Start

Compatibility	Install	Run	Notes
Linux, macOS, Docker	docker pull qdrant/qdrant:latest	docker run -p 6333:6333 qdrant/qdrant	Use QDRANT_API_KEY for auth in cloud deployments

Security Profile

Scope	Risk	Mitigation
Network	High	Use private networking, TLS and API keys
Storage	Medium	Encrypt volumes and enforce RBAC when available

Configuration Example

{
  "command": "docker",
  "args": ["run", "-p", "6333:6333", "qdrant/qdrant:latest"],
  "env": {
    "QDRANT_API_KEY": "${QDRANT_API_KEY}"
  }
}

Notes

• Suggested category: Vector Stores — good for on-prem and cloud deployments.
• Security rating: High when publicly accessible.

Last updated: 2026-01-28