AI · Early access

Qdrant hosting on your own server

A high-performance vector search engine for AI applications.

Early access. Join the list and we email you when Qdrant opens on VPS.

What Qdrant does

Qdrant is a vector database built in Rust for fast similarity search over embeddings, with filtering, payload storage, and clustering for scale. It's used as the retrieval backend for semantic search, recommendation, and RAG systems that need low query latency. It exposes both a gRPC and REST API and supports on-disk storage, so large collections don't need to fit entirely in RAM.

Qdrant at a glance

License: Apache-2.0
Source code: github.com/qdrant/qdrant
Website: qdrant.tech
Runs on: Your own server (VPS)
Good to know: Needs enough RAM for its vector index; disk-backed storage keeps larger collections affordable.

Low-latency semantic search
RAG retrieval at scale
Recommendation engine backends

Qdrant, connected to the rest of your business

On your domain
Qdrant answers at an address like qdrant.yourbusiness.com, with SSL and daily backups switched on.
Mail from your address
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AI with a cap you set
Give Qdrant its own AI key with a monthly spend cap. Usage shows as its own line on your bill. AI in your apps (early access)