reapxdev/pypi-scraper huggingface dataset:
qgrid 1.3.1 — An Interactive Grid for Sorting and Filtering DataFrames in Jupyter Notebook
Author: Quantopian Inc.
License: Apache-2.0 
Keywords: ipython,jupyter,widgets

An Interactive Grid for Sorting and Filtering DataFrames in Jupyter Notebook
qdrant-client 1.18.0 — Client library for the Qdrant vector search engine
Author: Andrey Vasnetsov
License: Apache-2.0 
Keywords: vector, search, neural, matching, client
Requires Python: >=3.10
Dependencies: fastembed<0.9,>=0.8; extra == "fastembed", fastembed-gpu<0.9,>=0.8; extra == "fastembed-gpu", grpcio>=1.41.0, httpx[http2]>=0.20.0, numpy>=1.21; python_version == "3.11", numpy<2.3.0,>=1.21; python_version == "3.10", numpy>=1.26; python_version == "3.12", numpy>=2.1.0; python_version == "3.13", numpy>=2.3.0; python_version >= "3.14", portalocker<4.0,>=2.7.0, protobuf>=3.20.0, pydantic!=2.0.*,!=2.1.*,!=2.2.0,>=1.10.8, urllib3<3,>=1.26.14



<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 src="https://img.shields.io/badge/Roadmap-2025-bc1439.svg" alt="Roadmap 2025"></a>
</p>

# Python Qdrant Client

Client library and SDK for the [Qdrant](https://github.com/qdrant/qdrant) vector search engine.

Library contains type definitions for all Qdrant API and allows to make both Sync and Async requests.

Client allows calls for all [Qdrant API methods](https://api.qdrant.tech/) directly.
It also provides some additional helper methods for frequently required operations, e.g. initial collection uploading.

See [QuickStart](https://qdrant.tech/documentation/quick-start/#create-collection) for more details!

## Installation

```
pip install qdrant-client
```

## Features

- Type hints for all API methods
- Local mode - use same API without running server
- REST and gRPC support
- Minimal dep