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Qdrant

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Introduction：
Open-source Vector Database and Search Engine.
Added on：
2025-01-13
Monthly Visitors：
webTraffic 72K
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URL：
https://qdrant.io
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Qdrant Product Information

What is Qdrant?

Qdrant is an Open-Source Vector Database and Vector Search Engine written in Rust. It provides fast and scalable vector similarity search service with convenient API.

How to use Qdrant?

To use Qdrant, you can pull the Qdrant image from Docker and run it. Alternatively, you can follow the Quick Start Guide or the step-by-step Tutorial to build your own neural search.

Qdrant's Core Features

  • Fast and scalable vector similarity search
  • Support for vector embeddings and neural network encoders
  • Easy-to-use API with OpenAPI v3 specification
  • Fast and accurate search with a custom modification of the HNSW algorithm
  • Filterable results based on payload values
  • Support for rich data types and query conditions
  • Distributed and cloud-native architecture
  • Efficient utilization of computational resources

Qdrant's Use Cases

  • #1 Similar Image Search
  • #2 Semantic Text Search
  • #3 Recommendations

FAQ from Qdrant

What is Qdrant?
Qdrant is an Open-Source Vector Database and Vector Search Engine written in Rust. It provides fast and scalable vector similarity search service with a convenient API.
How can I use Qdrant?
To use Qdrant, you can pull the Qdrant image from Docker and run it. Alternatively, you can follow the Quick Start Guide or the step-by-step Tutorial to build your own neural search.
What are the core features of Qdrant?
The core features of Qdrant include fast and scalable vector similarity search, support for vector embeddings and neural network encoders, an easy-to-use API with OpenAPI v3 specification, fast and accurate search with a custom modification of the HNSW algorithm, filterable results based on payload values, support for rich data types and query conditions, a distributed and cloud-native architecture, and efficient utilization of computational resources.
Qdrant Support Email & Customer service contact & Refund contact etc.
More Contact, visit the contact us page(https://qdrant.to/contact-us)
Qdrant Pricing
Qdrant Pricing Link: https://qdrant.tech/pricing/
Qdrant Youtube
Qdrant Youtube Link: https://www.youtube.com/channel/UC6ftm8PwH1RU_LM1jwG0LQA
Qdrant Linkedin
Qdrant Linkedin Link: https://qdrant.to/linkedin
Qdrant Twitter
Qdrant Twitter Link: https://qdrant.to/twitter
Qdrant Github
Qdrant Github Link: https://github.com/qdrant/qdrant

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Qdrant Analytic

Qdrant Website Traffic Analysis

Visit Over Time

  • Monthly Visits 72K
  • Avg.Visit Duration 193.49
  • Page per Visit 6.12
  • Bounce Rate 37%

Jan 2024-Apr 2025 All Traffic

Geography

Top 5 Regions
  • flag India 5432
  • flag Korea 4648
  • flag France 8800
  • flag Poland 5188
  • flag United States 9145

Jan 2024-Apr 2025 Desktop Only

Traffic Sources

  • Mail 79
  • Direct 22.7K
  • Search 26.9K
  • Social 2.9K
  • Referrals 18.9K
  • PaidReferrals 382

Jan 2024-Apr 2025 Desktop Only

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Qdrant Special

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Qdrant Tags

embeddings Image Search Matching neural network Recommender system SaaS transformer Vector search vectors vector search engine approximate nearest neighbor search knn algorithm hnsw similarity simaes networks BERT word2vec fasttext qdrant