AI Agents Directory

Qdrant

Qdrant is an open-source vector database and search engine for building AI applications, offering scalable similarity search.

Introduction

Qdrant is a vector database & vector search engine designed for high-dimensional data. Key features include:

  • Open Source: Freely available and customizable.
  • Rust-based: Ensures reliability and performance.
  • Cloud-Native Scalability: Designed for scaling and high availability in cloud environments.
  • Cost Efficiency: Offers storage options including built-in compression and disk offloading.
  • Ease of Use: Simple deployment with Docker and a lean API.
  • Integrations: Compatible with leading embeddings and frameworks.

Use cases include advanced search, recommendation systems, retrieval-augmented generation (RAG), data analysis, and AI agents. It's designed to handle billions of vectors.

Information

  • Publisher
    Jeremy Xiao
  • Websiteqdrant.tech
  • Published date2025/04/01

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