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【编码挑战季】场景用例:构建一个代码仓库阅读的场景 #21

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lightislost opened this issue Oct 23, 2024 · 5 comments
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@lightislost
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lightislost commented Oct 23, 2024

问题简述

构建一个代码仓库阅读的场景,利用connector、db_handler、llm_models、schemas、service 四个主要 module

期望产出

一个PR即可,同时上传可执行的文件到 ~/examples/muagent_examples

能力要求

熟悉python以及各大主流agent框架

预计工作量(每个人日按8小时)

7人日+

@lightislost lightislost added good first issue Good for newcomers easy task The difficulty of task diffcult task The difficulty of task and removed easy task The difficulty of task labels Oct 23, 2024
@lightislost lightislost changed the title 【muAgent新手计划活动】场景用例 【muAgent新手计划活动】场景用例:构建一个代码仓库阅读的场景 Oct 23, 2024
@lightislost lightislost removed the good first issue Good for newcomers label Oct 23, 2024
@XingYu-Zhong
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xingyu give it to me

@lightislost
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lightislost commented Oct 28, 2024

xingyu give it to me

@XingYu-Zhong 任务已分配,如果有任何疑问欢迎在issue中沟通或者进微信社群进行沟通。由于这个问题较难,我希望能够先看到你的设计方案,并在2周内完成提交即可。如果一周内没有任何反馈,我会释放该任务。祝好!

The task has been assigned. If you have any questions, feel free to communicate in the issue or join the WeChat community to discuss. Since this problem is quite challenging, I would like to see your design proposal first, and you can submit it within two weeks. If there’s no feedback within a week, I will release the task. Best wishes!

@XingYu-Zhong
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在设计方案之前,我想询问一下该issue是构建一个代码仓库阅读的场景,是否有这个场景更详细的需求,能否提供一些预期希望达到的效果和一些简单的case,我的理解可能还停留在代码仓库问答,但是看到examples/muagent_examples/codeRetrieval_example.py这里已经完成了检索问答效果,所以想了解一些目前是需要聚焦在提升检索召回,还是构建问答agent提升问答效果,或者是其他方面?

@lightislost
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本项目目前只实现了java仓库的问答功能。我设想的是给定一个github仓库地址后,能够自动clone仓库代码到某个指定路径。然后把这个仓库加载到图数据库。同时能够给这个仓库生成初始化的信息,比如这个仓库大概是做什么的、仓库有多少文件、每个文件夹的基本描述、启动文件可能是哪个、如何启动等等基础信息。然后基于这些基础信息,才开始进行问答。

@XingYu-Zhong
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好的好的,开了草稿todo list,先按这个需求做,回头有变化随时提在pr里,#41

@lightislost lightislost changed the title 【muAgent新手计划活动】场景用例:构建一个代码仓库阅读的场景 【编码挑战季】场景用例:构建一个代码仓库阅读的场景 Nov 7, 2024
@lightislost lightislost moved this to In Progress in DevOps Nov 14, 2024
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