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DevTi(Development + Titanium)一款基于大语言模型的研发效能提升的开源项目。旨在基于 LLM 的微调来提供全面智能化解决方案,助力开发人员高效完成开发任务,以实现自动化用户任务拆解、用户故事生成、自动化代码生成、自动化测试生成等等。

License: Mozilla Public License 2.0

JavaScript 1.13% Python 8.00% Kotlin 90.87%

devti's Introduction

DevTi - 开发钛

CI

DevTi(Development + Titanium)一款基于大语言模型的研发效能提升的开源项目。旨在基于 LLM 的微调来提供全面智能化解决方案,助力开发人员高效完成开发任务,以实现自动化用户任务拆解、用户故事生成、自动化代码生成、自动化测试生成等等。

About DevTi

DevTi

特性:

  • 全流程研发效能提升
  • 端到端的 AI 辅助生成
    • 需求拆解
    • 拆分、分解用户故事
    • 测试代码生成
    • 代码辅助生成
    • ……
  • 研发实践辅助导入
  • 研发规范自检内嵌

Usage

Instruction:

  • 拆分任务。instruction:split user story tasks,input:折分用户故事任务
  • 需求细化。instruction:create Agile user story for following topic,input:功能的基本信息
  • 代码生成。instruction:Implement the method xxx,input:类的基本信息
  • 测试生成。instruction:Write test for follow code,input:类的基本信息
  • Repository 生成。instruction:text to repository with class,input:功能的基本信息

Development

DevTi

文档详细见各模块的 README.md

模块:

  • Collector(Python, JavaScript),数据收集
  • Processor(Kotlin),数据处理
  • Prompter(Python),Prompt 设计、调整、优化等
  • Train(Python),训练相关的 Notebook
  • Chain(Python),开发框架

Todos:

  • 端到端的 AI 辅助生成
    • 需求拆解
    • 分析用户故事
    • 测试代码生成
    • 代码辅助生成
    • SQL 生成
    • ...
  • 研发实践辅助导入
  • 研发规范自检内嵌

更新中...

LICENSE

This code is distributed under the MPL 2.0 license. See LICENSE in this directory.

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