Base
Hardened build
minimal ports, security patches applied at build time
Qdrant 1.16 on Ubuntu 22.04
Azure
Databases
Qdrant 1.16 on Ubuntu 22.04, a vector database for similarity search and AI applications.
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 for AI and machine learning applications.
Why the cloudimg image
cloudimg delivers Qdrant preconfigured on a hardened, fully patched Ubuntu 22.04 base, with vector data on a dedicated disk so collections scale. A unique administrative credential is generated on first boot with no default login, and 24/7 support is included.
Common uses
- Semantic search
- Retrieval augmented generation
- Recommendation systems