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Qdrant

Qdrant is a vector database service for storing, searching, and managing embeddings at scale. · Qdrant · Database

Official pricing Docs Report outdated info

Overview

Qdrant provides a managed vector database for storing and searching embeddings, suitable for AI-driven search and recommendation use cases.

Good fit

Use Qdrant when you need fast, scalable vector search for AI-powered applications or semantic search features.

  • AI projects
  • semantic search
  • recommendation engines

Not a fit

Avoid Qdrant if you need traditional relational queries or require on-premise deployment without using their open-source version.

  • need SQL queries
  • require on-premise managed service
Quickstart · 5 steps
  1. Sign up for a free Qdrant Cloud account.
  2. Create a new project and collection.
  3. Connect using the Qdrant client or REST API.
  4. Upload your vector embeddings.
  5. Run similarity search queries.

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