Qdrant

Key features

Qdrant is a vector similarity search engine and vector database, it provide users to setup production ready server by deploying managed cloud platform. Qdrant is written using rust which makes it fast and reliable under high load. With text search it also supports visual search which makes it best for application which uses visual for search results.

Well compared to other available vector DB, it is fast

• Qdrant comes with a user-friendly API designed to store, search, and manage high-dimensional vectors.
• It does not has inbuilt support for vector generation, we have to call external API and the pass vectors with document to store.
• Scalable and flexible.
• Checkout benchmark of qdrant compared to other available vector DB @benchmark.
• Distributes, easy to use API, image search, and lot more.

Use Cases- Job Search

• Chatbots
• Food Discovery
• Fintech
• Medical Diagnostics

To know more about use cases visit @usecase.