Deploy Qdrant in one click installation.
High-performance open-source vector database for semantic search, recommendations, and AI-powered applications.
Choose a VPS plan for Qdrant
Every plan has everything you need and more
What you can build with Qdrant
Qdrant ialah enjin carian kesamaan vektor sumber terbuka gred pengeluaran yang dibina khusus untuk beban kerja AI dan pembelajaran mesin. Ia menyimpan vektor berdimensi tinggi bersama metadata muatan yang kaya dan menyediakan pertanyaan jiran terdekat sub-milisaat menggunakan pengindeksan HNSW, pelbagai metrik jarak, dan penapisan lanjutan — semuanya boleh diakses melalui API REST dan gRPC.
Pengehosan sendiri Qdrant pada VPS memberikan anda kawalan penuh ke atas peruntukan memori, konfigurasi pengindeksan, dan residensi data tanpa harga setiap pertanyaan atau had sambungan perkhidmatan pangkalan data vektor terurus, menjadikannya sesuai untuk syarikat permulaan AI dan pasukan yang meningkatkan carian semantik atau saluran paip RAG.
Key features of Qdrant
Sub-Millisecond Search
HNSW indexing delivers near-instant nearest-neighbour queries across millions of vectors, keeping AI applications responsive at any scale.
Payload Filtering
Filter search results by arbitrary metadata fields at query time, combining vector similarity with structured conditions in a single request.
Multiple Distance Metrics
Choose Cosine, Euclidean, or Dot product distance to match the embedding model used by your application without reindexing data.
REST and gRPC APIs
Integrate Qdrant into any language or framework using the OpenAPI REST interface or the high-throughput gRPC API for latency-sensitive workloads.
Quantization Support
Scalar and product quantization reduce memory footprint significantly, letting you index larger datasets on the same hardware without quality loss.
Why run Qdrant on Hostinger
Launch in one click
Get your application up and running instantly with a preconfigured setup. No manual installation or complex setup steps.
Security you can rely on
Keep your applications protected with a built-in firewall, DDoS protection, and continuous monitoring.
Built in Docker manager
Run and manage multiple Docker containers from one place. Deploy, update, and monitor your projects with ease.
Launch in one click
Get your application up and running instantly with a preconfigured setup. No manual installation or complex setup steps.
Security you can rely on
Keep your applications protected with a built-in firewall, DDoS protection, and continuous monitoring.
Built in Docker manager
Run and manage multiple Docker containers from one place. Deploy, update, and monitor your projects with ease.
Docker VPS hosting you can rely on
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