---
title: AI Meets Advanced Vector Search
description: The leading open source vector database and similarity search engine designed to handle high-dimensional vectors for performance and massive-scale AI applications.
link:
text: All features
url: /qdrant-vector-database/
cloudFeature:
title: Cloud-Native Scalability & High-Availability
content: Enterprise-grade Managed Cloud. Vertical and horizontal scaling and zero-downtime upgrades.
link:
text: Qdrant Cloud
url: /cloud/
featureCards:
- id: 0
icon:
title: Ease of Use & Simple Deployment
content: Quick deployment in any environment with Docker and a lean API for easy integration, ideal for local testing.
link:
text: Quick Start Guide
url: /documentation/quick-start/
- id: 1
icon:
title: Cost Efficiency with Storage Options
content: Dramatically reduce memory usage with built-in compression options and offload data to disk.
link:
text: Quantization
url: /articles/scalar-quantization/
- id: 2
icon:
title: Rust-Powered Reliability & Performance
content: Purpose built in Rust for unmatched speed and reliability even when processing billions of vectors.
link:
text: Benchmarks
url: /benchmarks/
sitemapExclude: true
---