DB-GPT
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[Community meeting] Community meeting discussions
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Description
We have a community meeting on Saturday at 8:00 PM CST(Beijing) every other week. And we will update some information and discussions here.
Documentation Links
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Are you willing to submit PR?
- [ ] Yes I am willing to submit a PR!
2023-11-25
议题:
- DB-GPT Framework AWEL设计分享与讨论
- v0.4.2版本发布与后续存储架构讨论
- DB-GPT-Hub 代码规范与SDK
- DB-GPT-Web Playground
- Paper
结论:
- AWEL作为后续DB-GPT协议层, 实现标准的编排与表达
- 整个DB-GPT存储层需要依次从元数据、内部数据存储、外部数据数据三个层次设计一套标准架构,尤其涉及内部元数据的部分,元数据要非常克制。
- Hub项目新增代码规范与SDK, 包括主项目接下来也要重构, 后续各个项目之前可以基于一套标准SDK无缝集成。
- playgroud在11月发布。
- paper在12月发布
Metting Notes
Agenda:
- DB-GPT Framework AWEL Design Sharing and Discussion
- v0.4.2 Version Release and Subsequent Storage Architecture Discussion
- DB-GPT-Hub Code Standards and SDK
- DB-GPT-Web Playground
- Paper
Meeting Summary
The community meeting discussed various topics including DB-GPT Framework AWEL design, v0.4.2 version release and storage architecture, DB-GPT-Hub code standards and SDK, DB-GPT-Web Playground, and Paper. Through comprehensive discussions and exchanges, the following conclusions were reached:
- AWEL will serve as the subsequent DB-GPT protocol layer, enabling standard orchestration and expression.
- The entire DB-GPT storage layer needs to be designed with a standardized architecture across metadata, internal data storage, and external data storage, with a particular emphasis on disciplined use of internal metadata.
- The Hub project will incorporate code standards and SDK, and the main project will undergo refactoring, enabling seamless integration among different projects based on a standardized SDK.
- The DB-GPT-Web Playground will be released in November.
- The paper will be published in December.
2023-12-02
议题 :
1、DB-GPT v0.4.3新版发布 2、DB-GPT-Hub 相关项目打包成api和后续目标。 3、DB-GPT-Web 前端更新 4、paper
结论
1、 DB-GPT v0.4.3版本发布,侧重知识库优化尤其是检索召回和完成文档更新等工作 2、DB-GPT-Hub 初步完成关于api开发、后续方向上形成关于基座与微调baseline构建和数据集丰富的两个目标。 3、DB-GPT-Web 完成官网UI 更新和相关召回展示优化 4、主项目的paper预计12月中旬前放出
Metting Notes
Agenda:
1、Release of DB-GPT v0.4.3. 2、Packaging DB-GPT-Hub and related projects into APIs and future goals. 3、Frontend updates for DB-GPT-Web. 4、Paper.
Conclusions:
1、Release of DB-GPT v0.4.3, with a focus on optimizing the knowledge base, especially in terms of retrieval recall and completing document updates. 2、Initial completion of DB-GPT-Hub, involving API development and setting two goals for the future: establishing a foundation and fine-tuning baseline construction, as well as enriching the dataset. 3、Completion of UI updates for the official website and optimization of related retrieval displays for DB-GPT-Web. 4、The paper for the main project is expected to be released by mid-December.
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