Metadata-Version: 2.1
Name: kivi
Version: 0.2.7
Summary: A LLM Agent Python package.
Home-page: https://kivi-risk.github.io/kivi-doc/
License: MIT
Keywords: llm,agent,embedding,chatbot,prompt
Author: chensy cao
Author-email: chensy.cao@foxmail.com
Requires-Python: >=3.9, !=2.7.*, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*, !=3.7.*, !=3.8.*
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.8
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Provides-Extra: all
Provides-Extra: jieba
Provides-Extra: pyspark
Provides-Extra: xlsx
Requires-Dist: colorama (>=0.4.6)
Requires-Dist: jieba (>=0.42.1) ; extra == "all" or extra == "jieba"
Requires-Dist: matplotlib (>=3.7.2) ; extra == "all"
Requires-Dist: numpy (>=1.25) ; extra == "all"
Requires-Dist: pandas (>=1.2) ; extra == "all"
Requires-Dist: pydantic (>=2.3)
Requires-Dist: pyspark (>=3.0) ; extra == "all" or extra == "pyspark"
Requires-Dist: scikit-learn (>=1.3.0) ; extra == "all"
Requires-Dist: scipy (>=1.11.2) ; extra == "all"
Requires-Dist: seaborn (>=0.13.0) ; extra == "all"
Requires-Dist: statsmodels (>=0.14.0) ; extra == "all"
Requires-Dist: tqdm (>=4.66.1) ; extra == "all"
Requires-Dist: xlsxwriter (>=3.1.2) ; extra == "all" or extra == "xlsx"
Project-URL: Bug Tracker, https://github.com/kivi-risk/kivi/issues
Project-URL: Repository, https://github.com/kivi-risk/kivi.git
Description-Content-Type: text/markdown

<div align="center">

# KIVI

[![Python package](https://img.shields.io/pypi/v/kivi)](https://pypi.org/project/kivi/)
[![Python](https://img.shields.io/pypi/pyversions/kivi.svg)](https://pypi.python.org/pypi/kivi/)
[![PyPI - Downloads](https://img.shields.io/pypi/dm/kivi)](https://pypi.org/project/kivi/)
[![GitHub star chart](https://img.shields.io/github/stars/kivi-risk/kivi?style=flat-square)](https://star-history.com/#kivi-risk/kivi)
[![GitHub Forks](https://img.shields.io/github/forks/kivi-risk/kivi.svg)](https://star-history.com/#kivi-risk/kivi)
[![Doc](https://img.shields.io/badge/Doc-online-green)](https://kivi-risk.github.io/kivi-doc/)
[![Issue](https://img.shields.io/github/issues/kivi-risk/kivi)](https://github.com/kivi-risk/kivi/issues/new/choose)
[![Discussions](https://img.shields.io/github/discussions/kivi-risk/kivi)](https://github.com/kivi-risk/kivi/issues/new/choose)
[![CONTRIBUTING](https://img.shields.io/badge/Contributing-8A2BE2)](https://github.com/kivi-risk/kivi/blob/main/CONTRIBUTING.md)
[![License: MIT](https://img.shields.io/github/license/kivi-risk/kivi)](https://github.com/kivi-risk/kivi/blob/main/LICENSE)

> 一款自动化风控建模工具集

</div>

## 简介

[详细文档](https://kivi-risk.github.io/kivi-doc/)

-----

## 如何安装？

```bash
# [推荐] 安装最新版本ZLAI的所有模块
pip install kivi[all] -U
# [补充] 增加了一些 nlp 内容
pip install kivi[jieba] -U
# [补充] 增加了一些 pyspark 内容
pip install kivi[pyspark] -U
```

您也可以在[GitHub](https://github.com/kivi-risk/kivi.git)/[PyPi](https://pypi.org/project/kivi/)查看最新代码与最新发行版本。

## Star History

[![Star History Chart](https://api.star-history.com/svg?repos=kivi-risk/kivi&type=Date)](https://star-history.com/#kivi-risk/kivi&Date)

-----

> Wechat

<center>
<img src="https://raw.githubusercontent.com/zlai-llm/zlai/master/assets/wechat.jpg" width="160px">
<h5>微信群</h5>
</center>

-----
@2024/03/27

