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