Base
Hardened build
minimal ports, security patches applied at build time
Qdrant
AWS
Azure
Databases
2 variations
The Qdrant vector database, published behind an API key guarded nginx proxy and ready for similarity search on first boot.
Variations
Choose the operating system, cloud and version you need. Every variation is the same hardened Qdrant image, built and supported by cloudimg.
| Product | Cloud | Operating system | Version | |
|---|---|---|---|---|
| Qdrant Vector Database - Supported | AWS | — | Standard | View · Guide |
| Qdrant 1.16 on Ubuntu 22.04 | Azure | Ubuntu 22.04 | 1.16 | View · Guide |
Overview
Qdrant is an open source vector database and similarity search engine built for storing and querying high dimensional embeddings. It powers semantic search, recommendations and retrieval augmented generation by finding the nearest vectors to a query at scale.
Why the cloudimg image
The cloudimg image is hardened and fully patched with the Qdrant HTTP API fronted on port 80 by nginx and an api key header guard, and no manual setup. A fresh Qdrant API key is generated on first boot and stored in a root only file so the database is never left open, and 24/7 cloudimg support is included.
Common uses
- Semantic search
- Retrieval augmented generation
- Recommendation systems
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