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Qdrant Vector Database

Qdrant 向量数据库

High-performance vector search engine written in Rust, for semantic search and recommendations.

Rust 编写的高性能向量检索引擎，用于语义搜索和推荐。

Website

https://qdrant.tech

Documentation

https://qdrant.tech/documentation

Pricing

free tier (cloud), pay-as-you-go, self-hosted (free)

Authentication

  • API Key

Popularity

63/100

Endpoints

https://{cluster}.cloud.qdrant.io:6333/collections
https://{cluster}.cloud.qdrant.io:6333/collections/{name}/points/search

SDKs

PythonTypeScriptGoRustJava

Key Features

Code Examples

Search Pointsbash
curl -X POST https://your-cluster.cloud.qdrant.io:6333/collections/my-collection/points/search \
  -H "Content-Type: application/json" \
  -H "api-key: $QDRANT_API_KEY" \
  -d '{"vector": [0.1, 0.2, 0.3], "limit": 5}'

Tags

vector-dbsearchrust

Last updated: 2026-07-27

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Something wrong or missing? Open an issue on GitHub →

Pricing Comparison

APIPricingAuthPopularity
Pinecone APIfree tier (2GB) + $0.096/GB/monthAPI Key
88
Pinecone Vector Databasefree tier available, pay-as-you-goAPI Key
78
Weaviate APIfree (self-hosted) + cloud plansAPI Key
75
Weaviate Vector Databasefree tier (cloud sandbox), pay-as-you-go, self-hostedAPI Key
64

Get Started with Qdrant Vector Database

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Discussion

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