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<p align="center"><img src= "https://github.com/1Panel-dev/maxkb/assets/52996290/c0694996-0eed-40d8-b369-322bf2a380bf" alt="MaxKB" width="300" /></p>
<h3 align="center">基于 LLM 大语言模型的知识库问答系统</h3>
<p align="center">
<a href="https://www.gnu.org/licenses/old-licenses/gpl-3.0"><img src="https://img.shields.io/github/license/1Panel-dev/maxkb?color=%231890FF" alt="License: GPL v3"></a>
<a href="https://app.codacy.com/gh/1Panel-dev/maxkb?utm_source=github.com&utm_medium=referral&utm_content=1Panel-dev/maxkb&utm_campaign=Badge_Grade_Dashboard"><img src="https://app.codacy.com/project/badge/Grade/da67574fd82b473992781d1386b937ef" alt="Codacy"></a>
<a href="https://github.com/1Panel-dev/maxkb/releases/latest"><img src="https://img.shields.io/github/v/release/1Panel-dev/maxkb" alt="Latest release"></a>
<a href="https://github.com/1Panel-dev/maxkb"><img src="https://img.shields.io/github/stars/1Panel-dev/maxkb?color=%231890FF&style=flat-square" alt="Stars"></a>
</p>
<hr/>
MaxKB 是一款基于 LLM 大语言模型的知识库问答系统。
- **多模型支持**：支持对接主流的大模型，包括本地私有大模型（如 Llama 2）、Azure OpenAI 和百度千帆大模型等；
- **开箱即用**：支持直接上传文档、自动爬取在线文档，支持文本自动拆分、向量化，智能问答交互体验好；
- **无缝嵌入**：支持零编码快速嵌入到第三方业务系统。
## 快速开始
```
docker run -d --name=maxkb -p 8080:8080 -v ~/.maxkb:/var/lib/postgresql/data 1panel/maxkb
```
也可以通过 [1Panel 应用商店](https://apps.fit2cloud.com/1panel) 快速部署 MaxKB + Ollama + Llama 2，30 分钟内即可上线基于本地大模型的知识库问答系统。
## UI 展示
<table style="border-collapse: collapse; border: 1px solid black;">
<tr>
<td style="padding: 5px;background-color:#fff;"><img src= "https://github.com/1Panel-dev/MaxKB/assets/80892890/2b893a25-ae46-48da-b6a1-61d23015565e" alt="MaxKB Demo1" /></td>
<td style="padding: 5px;background-color:#fff;"><img src= "https://github.com/1Panel-dev/MaxKB/assets/80892890/3e50e7ff-cdc4-4a37-b430-d84975f11d4e" alt="MaxKB Demo2" /></td>
</tr>
<tr>
<td style="padding: 5px;background-color:#fff;"><img src= "https://github.com/1Panel-dev/MaxKB/assets/80892890/dfdcc03f-ef36-4f75-bb82-797c0f9da1ad" alt="MaxKB Demo3" /></td>
<td style="padding: 5px;background-color:#fff;"><img src= "https://github.com/1Panel-dev/MaxKB/assets/80892890/884a9db1-3f93-4013-bc8f-a3f0dbcfeb2f" alt="MaxKB Demo4" /></td>
</tr>
</table>
## 社区交流
[论坛](https://bbs.fit2cloud.com/c/mk/11)
## 技术栈
- 前端：[Vue.js](https://cn.vuejs.org/)
- 后端：[Python / Django](https://www.djangoproject.com/)
- Langchain：[Langchain](https://www.langchain.com/)
- 向量数据库：[PostgreSQL / pgvector](https://www.postgresql.org/)
- 大模型：Azure OpenAI、百度千帆大模型、[Ollama](https://github.com/ollama/ollama)
## License