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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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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! |
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? |
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。 |
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 |
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+
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