《CodeGeneration：Al提升程序员生产力》王斌

1 .Code Generation: AI 提升程序员生产力 Wang Bin Machine Learning Engineer - Thoughtworks 

2 .AI Generated Content (AIGC ) 

3 .

4 .Copilot- 

5 .GitHub Copilot OpenAI AI “Your AI Pair Programmer Python, JavaScript, TypeScript, Ruby, Java, Go 

6 . Github Copilot Github 60 10$/month 100$/year IDEA务 Github Copilot IDEA Visual Studio, VS Code, JetBrains IDE, Neo Vim 

7 .基础介绍 VScode务 github / Copilot, Disable for global Disable for language • Tab • Option + ] • Option + [ • Ctrl + Enter 10 

8 .Copilot- 

9 . -1 Python ./data jpeg ./output {filename_filesize}.jpeg 

10 . -2 Ruby 模 • 1: 10 • 2: www.baidu.com code 200 OK” Bad” 10 

11 .Copilot- 确 

12 .确 Github Copilot Sevice, Service OpenAI Codex ( / ) 

13 . 确 Codex OpenAI Codex GPT-3 GitHub 务 OpenAI Codex Python务 JavaScript Go Perl PHP Ruby Swift TypeScrip Shell 论文: Evaluating Large Language Models Trained on Code 

14 .确 Codex 2020 5 Github 54,000,000 179 GB 1 MB python 159GB docstrings python unit tests pass@k 务 k k 务 unit tests 

15 .Copilot- & 

16 . & • Copilot • • • OpenAI 

17 . & • Copilot • 1% 150 务 • Copilot 150 

18 . & • • • Framework/Package • Copilot 

19 .& 可持续学习 AI助手 GPT 3.5 代 对 付费 码 话 泄 聊 漏 天 官方插件 GPT 免费 非官方插件 3 

20 . & • • VSCode, JetBrains, Visual Studio, Neo Vim • 60 10$/ • 46% Suggestion 26%(Avg) 40%(Max) • • • • IDEA 

21 .Thank you!