Qdrant
Open source neural search engine
Independent assessment across data handling, compliance, security and transparency.
Risk factors
3- Open-source tool that can be self-hosted.
- Minimal data access if self-hosted.
- Strong enterprise controls possible.
Recommendations
4- Prefer self-hosted open-source deployment for sensitive data
- Review Qdrant Cloud data processing and security terms
- Implement API key authentication and access controls
- Confirm encryption at rest and in transit for cloud deployments
Data handling
- Storage
- Self-hosted or Qdrant Cloud (managed)
- Retention
- User-controlled in self-hosted; cloud per agreement
- Training on inputs
- No training on customer data
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