docs: update readme + llama-2 feat

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csunny 2023-07-21 14:30:39 +08:00
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DB-GPT is an experimental open-source project that uses localized GPT large models to interact with your data and environment. With this solution, you can be assured that there is no risk of data leakage, and your data is 100% private and secure.
[![Star History Chart](https://api.star-history.com/svg?repos=csunny/DB-GPT)](https://star-history.com/#csunny/DB-GPT)
## Contents
- [install](#install)
- [demo](#demo)
- [introduction](#introduction)
- [features](#features)
- [contributuin](#contribution)
- [acknowledgement](#acknowledgement)
- [roadmap](#roadmap)
- [contract](#contact-information)
## Demo
@ -84,8 +93,11 @@ Currently, we have released multiple key features, which are listed below to dem
- Support for unstructured data such as PDF, TXT, Markdown, CSV, DOC, PPT, and WebURL
- Multi LLMs Support
- Supports multiple large language models, currently supporting Vicuna (7b, 13b), ChatGLM-6b (int4, int8), guanaco(7b,13b,33b), Gorilla(7b,13b)
- TODO: codegen2, codet5p
- Supports multiple large language models, currently supporting Vicuna (7b, 13b), ChatGLM-6b (int4, int8), guanaco(7b,13b,33b), Gorilla(7b,13b), 🔥 llama-2(7b, 13b, 70b)
- TODO: baichuan(7b, 13b)
[![Star History Chart](https://api.star-history.com/svg?repos=csunny/DB-GPT)](https://star-history.com/#csunny/DB-GPT)
## Introduction
@ -144,7 +156,7 @@ This project is standing on the shoulders of giants and is not going to work wit
## Contribution
- Please run `black .` before submitting the code.
- Please run `black .` before submitting the code. contributing guidelines, [how to contribution](https://github.com/csunny/DB-GPT/blob/main/CONTRIBUTING.md)
## RoadMap
@ -158,3 +170,7 @@ The MIT License (MIT)
## Contact Information
We are working on building a community, if you have any ideas about building the community, feel free to contact us. [Discord](https://discord.gg/rBgtJW8U)
<p align="center">
<img src="./assets/wechat.jpg" width="300px" />
</p>

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DB-GPT 是一个开源的以数据库为基础的GPT实验项目使用本地化的GPT大模型与您的数据和环境进行交互无数据泄露风险100% 私密
[![Star History Chart](https://api.star-history.com/svg?repos=csunny/DB-GPT)](https://star-history.com/#csunny/DB-GPT)
[DB-GPT视频介绍](https://www.bilibili.com/video/BV1SM4y1a7Nj/?buvid=551b023900b290f9497610b2155a2668&is_story_h5=false&mid=%2BVyE%2Fwau5woPcUKieCWS0A%3D%3D&p=1&plat_id=116&share_from=ugc&share_medium=iphone&share_plat=ios&share_session_id=5D08B533-82A4-4D40-9615-7826065B4574&share_source=GENERIC&share_tag=s_i&timestamp=1686307943&unique_k=bhO3lgQ&up_id=31375446)
## 目录
- [安装](#安装)
- [效果演示](#效果演示)
- [介绍](#架构方案)
- [特性](#特性一览)
- [贡献](#贡献)
- [感谢](#感谢)
- [路线图](#路线图)
- [联系](#联系我们)
[DB-GPT视频介绍](https://www.bilibili.com/video/BV1au41157bj/)
## 效果演示
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- 非结构化数据支持包括PDF、MarkDown、CSV、WebURL
- 多模型支持
- 支持多种大语言模型, 当前已支持Vicuna(7b,13b), ChatGLM-6b(int4, int8), guanaco(7b,13b,33b), Gorilla(7b,13b)
- TODO: codet5p, codegen2
- 支持多种大语言模型, 当前已支持Vicuna(7b,13b), ChatGLM-6b(int4, int8), guanaco(7b,13b,33b), Gorilla(7b,13b), 🔥 llama-2(7b, 13b, 70b)
- TODO: baichuan(7b, 13b)
[![Star History Chart](https://api.star-history.com/svg?repos=csunny/DB-GPT)](https://star-history.com/#csunny/DB-GPT)
## 架构方案
DB-GPT基于 [FastChat](https://github.com/lm-sys/FastChat) 构建大模型运行环境,并提供 vicuna 作为基础的大语言模型。此外我们通过LangChain提供私域知识库问答能力。同时我们支持插件模式, 在设计上原生支持Auto-GPT插件。我们的愿景是让围绕数据库和LLM构建应用程序更加简便和便捷。
@ -129,12 +137,6 @@ Run the Python interpreter and type the commands:
>>> nltk.download()
```
我们提供了全新的的用户界面可以通过我们的用户界面使用DB-GPT 同时关于我们项目相关的一些代码跟原理介绍,我们也准备了以下几篇参考文章。
1. [大模型实战系列(1) —— 强强联合Langchain-Vicuna应用实战](https://zhuanlan.zhihu.com/p/628750042)
2. [大模型实战系列(2) —— DB-GPT 阿里云部署指南](https://zhuanlan.zhihu.com/p/629467580)
3. [大模型实战系列(3) —— DB-GPT插件模型原理与使用](https://zhuanlan.zhihu.com/p/629623125)
## 感谢
项目取得的成果,需要感谢技术社区,尤其以下项目。
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</p>
## 联系我们
<p align="center">
<img src="./assets/wechat.jpg" width="300px" />
</p>
微信群已超扫码加群上限, 进群请添加如下微信帮拉进群。
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## Licence
The MIT License (MIT)

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