---
id: qdrant-client
version: "1.19.0"
license: Apache-2.0
license_treatment: permissive
maintenance: active
---

# qdrant-client — Client library for the Qdrant vector search engine

License: permissive · Maintenance: active · Popularity: top 1,000 on PyPI

## Install

pip install qdrant-client
uv add qdrant-client
poetry add qdrant-client

## Description

<p align="center">
  <picture>
      <source media="(prefers-color-scheme: dark)" srcset="https://github.com/qdrant/qdrant/raw/master/docs/logo-dark.svg">
      <source media="(prefers-color-scheme: light)" srcset="https://github.com/qdrant/qdrant/raw/master/docs/logo-light.svg">
      <img height="100" alt="Qdrant" src="https://github.com/qdrant/qdrant/raw/master/docs/logo.svg">
  </picture>
</p>

<p align="center">
    <b>Python Client library for the <a href="https://github.com/qdrant/qdrant">Qdrant</a> vector search engine.</b>
</p>


<p align=center>
    <a href="https://pypi.org/project/qdrant-client/"><img src="https://badge.fury.io/py/qdrant-client.svg" alt="PyPI version" height="18"></a>
    <a href="https://api.qdrant.tech/"><img src="https://img.shields.io/badge/Docs-OpenAPI%203.0-success" alt="OpenAPI Docs"></a>
    <a href="https://github.com/qdrant/qdrant-client/blob/master/LICENSE"><img src="https://img.shields.io/badge/License-Apache%202.0-success" alt="Apache 2.0 License"></a>
    <a href="https://qdrant.to/discord"><img src="https://img.shields.io/badge/Discord-Qdrant-5865F2.svg?logo=discord" alt="Discord"></a>
    <a href="https://qdrant.to/roadmap"><img...

## AI interpretation — verify before relying

Python client library for Qdrant vector search engine, supporting both local in-memory mode and remote server connections via REST or gRPC APIs.

Verdict: Actively maintained, well-integrated client with low install friction and no known vulnerabilities. Apache-2.0 license is permissive. Suitable for production vector search applications with both local development and remote deployment paths.

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