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csunny 2023-06-01 22:26:27 +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.
## News
- [2023/06/01]🔥 On the basis of the Vicuna-13B basic model, task chain calls are implemented through plugins. For example, the implementation of creating a database with a single sentence.[demo]()
- [2023/06/01]🔥 On the basis of the Vicuna-13B basic model, task chain calls are implemented through plugins. For example, the implementation of creating a database with a single sentence.[demo](./assets/auto_plugin.gif)
- [2023/06/01]🔥 QLoRA guanaco(7b, 13b, 33b) support.
- [2023/05/28]🔥 Learning from crawling data from the Internet [demo](./assets/chaturl_en.gif)
- [2023/05/21] Generate SQL and execute it automatically. [demo](./assets/auto_sql_en.gif)
@ -46,7 +47,7 @@ Currently, we have released multiple key features, which are listed below to dem
- Support for unstructured data such as PDF, Markdown, CSV, and WebURL
- Milti LLMs Support
- Supports multiple large language models, currently supporting Vicuna (7b, 13b), ChatGLM-6b (int4, int8)
- Supports multiple large language models, currently supporting Vicuna (7b, 13b), ChatGLM-6b (int4, int8), guanaco(7b,13b,33b)
- TODO: codegen2, codet5p

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[![Star History Chart](https://api.star-history.com/svg?repos=csunny/DB-GPT)](https://star-history.com/#csunny/DB-GPT)
## DB-GPT 是什么?
随着大模型的发布迭代大模型变得越来越智能在使用大模型的过程当中遇到极大的数据安全与隐私挑战。在利用大模型能力的过程中我们的私密数据跟环境需要掌握自己的手里完全可控避免任何的数据隐私泄露以及安全风险。基于此我们发起了DB-GPT项目为所有以数据库为基础的场景构建一套完整的私有大模型解决方案。 此方案因为支持本地部署,所以不仅仅可以应用于独立私有环境,而且还可以根据业务模块独立部署隔离,让大模型的能力绝对私有、安全、可控。
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100% 安全。
## 最新发布
- [2023/06/01]🔥 在Vicuna-13B基础模型的基础上通过插件实现任务链调用。例如单句创建数据库的实现.[演示]()
- [2023/06/01]🔥 在Vicuna-13B基础模型的基础上通过插件实现任务链调用。例如单句创建数据库的实现.[演示](./assets/auto_plugin.gif)
- [2023/06/01]🔥 QLoRA guanaco(原驼)支持, 支持4090运行33B
- [2023/05/28]🔥根据URL进行对话 [演示](./assets/chaturl_en.gif)
- [2023/05/28]🔥根据URL进行对话 [演示](./assets/chat_url_zh.gif)
- [2023/05/21] SQL生成与自动执行. [演示](./assets/auto_sql.gif)
- [2023/05/15] 知识库对话 [演示](./assets/new_knownledge.gif)
- [2023/05/06] SQL生成与诊断 [演示](./assets/演示.gif)

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