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Qdrant
fully managed by OctaByte

Qdrant (read: quadrant) is a vector similarity search engine and vector database. It provides a production-ready service with a convenient API to store, search, and manage points—vectors with an additional payload Qdrant is tailored to extended filtering support. It makes it useful for all sorts of neural network or semantic-based matching, faceted search, and other applications. Qdrant is written in Rust 🦀, which makes it fast and reliable even under high load. See benchmarks. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more!

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Benefits of Qdrant fully managed by OctaByte

Deploy a fully managed instance of Qdrant in just $9. You can relax knowing that we are taking care of installation, configuration, encryption, security, backups, live monitoring, software & OS updates.

Simple no-tricks pricing
Enjoy transparent and straightforward pricing with no hidden fees or complex terms.
No vendor lock-in
You can migrate your software and data to any where any time you want. With OctaByte you are totally free and in control.
Automated Updates
Let's save your business a lot of hassle, whilst ensuring that you get the performance and security benefits of regularly updated software and systems.
Encrypted Everything
All connections between your computer, the dashboard and your services are encrypted end-to-end with TLS, and all data is encrypted at rest.

Qdrant screenshots

Qdrant screenshot
Qdrant screenshot

Qdrant features Highlight

Advanced Compression
Scalar, Product, and unique Binary Quantization feature significantly reduce memory usage and improve search performance (40x) for high-dimensional vectors.
Easy to Use API
Offers OpenAPI v3 specification for generating client libraries in almost any programming language.
Integrations
Qdrant supports a wide range of integrations for all leading embeddings and frameworks.
Payloads & Advanced Filtering
Vector payload supports a large variety of data types and query conditions, including string matching, numerical ranges, geo-locations, and more.

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