Managed database

Managed Qdrant on redu

A managed Qdrant vector database on its own dedicated VM for embeddings and semantic search, reached over HTTPS. Create it from the console, the API, or your agent. Hosted in the EU.

Quick takeVector DB, your own VM

Embeddings and semantic search for AI apps, billed by the hour.

What you get

  • Managed Qdrant on its own dedicated VM.
  • A vector database for embeddings and semantic search.
  • Reached over HTTPS from your app.
  • For RAG, recommendations, and AI features.
  • Billed by the hour.

How it works

  • Create it from the console or the API, or have your agent provision it.
  • It runs on its own VM and is reached over HTTPS.
  • Store your embeddings and run similarity search.
  • Point your AI app or agent at it for retrieval.
Why redu

A vector database on real infrastructure.

Run your embeddings and retrieval on a dedicated Qdrant your agent stands up, next to the rest of your stack.

Its own dedicated VM

Your vector store runs on its own machine, physically isolated, and your agent can SSH in to inspect or tune it.

Built for AI retrieval

A purpose-built vector database for embeddings, so your RAG pipeline and semantic search run on real infrastructure, not a toy.

Pairs with your stack

Run it next to a managed PostgreSQL and your app on the same cloud, all EU-hosted, all provisioned by your agent.

Priced by the VM it runs on

It runs on its own VM, so it is priced at standard instance rates for that VM size, billed by the hour. New accounts start with £200 in credits, hosted in the EU. See instance pricing for the rates.

FAQ

Managed Qdrant questions

What is Qdrant good for?

Storing embeddings and running similarity search: RAG, semantic search, recommendations, and other AI retrieval workloads.

How does my app connect?

Managed Qdrant is reached over HTTPS, so your AI app or agent connects to its endpoint and stores or queries vectors.

Should I use Qdrant or pgvector?

pgvector keeps embeddings inside the Postgres you already run; Qdrant is a dedicated vector database for larger or search-heavy workloads. redu offers both.

Where is it hosted?

In the EU, in a German data centre, so your data stays within EU jurisdiction.

Start today

Let your agent stand up your vector database.

Point your agent at your project and it provisions a managed Qdrant for your AI features. New accounts start with £200 in credits.

Start building