生成式 AI CodeGPT 開發經驗談

議程網址: https://modernweb.tw/2023/session-page/2428

相信大家對 ChatGPT 不會很陌生，這是目前在生成式人工智慧 (AIGC: AI Generated Content) 內的當紅炸子雞，然而 ChatGPT 對於軟體工程師有什麼影響呢？能否透過 ChatGPT 改善團隊流程或協助開發？而我現在想到最直接的就是用 ChatGTP 幫忙寫 Git Commit Message，然而怎麼把 Commit Message 寫好可以參考這篇文章，為了能達成這目的，我用 Go 語言寫了一個 CLI 工具 CodeGPT (請大家幫忙分享)，來協助軟體工程師整理開發內容

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1. ⽣成式 AI ⼯具 CodeGPT 開發經驗談 Bo-Yi Wu 2023/11/08 ModernWeb in Taipei
2. https: / / github.com/appleboy/CodeGPT
3. About me (Mediatek) • Maintain Drone CI/CD Plugin (15) • Member of Gitea Platform • Member of Gin Golang Framework • Maintain GitHub Actions Plugins (18).
5. ⼤綱 • 開發動機 (Motivation) • 專案介紹 (Introduction) • 擴⼤範圍 (Scale of Scope) • 實際操作 (Live Demo)
6. 開發者必備 ⽣成式 AI ⼯具 $IBU(15 (JU)VC
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7. 開發動機
8. 1. 個⼈需求 (Personal)
9.     
10. 2. 團隊需求 (Security)
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12. ࢖༻؀ڥෆಉ
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13. 專案介紹
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17. https: / / github.com/appleboy/CodeGPT/releases
18. Using OpenAI Key
19. All conf i g setting
20. Using Azure OpenAI Key
21. Generate Commit Message
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28. Function Call (Before 2023/11/06)
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31. 擴⼤範圍
32. 如何推動其他部⾨ (SWRD ~ 1w ⼈)
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34. 計算問與答 Token Count (每⼈每天上限 xxxx 台幣)
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36. 1.Send JWT Token and User ID 2.Check User Permission 3.Send Request to Azure OpenAI
37. CLI 如何拿到 User ID (X-User-ID)
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39. auth : = &oauth2.Conf i g{ ClientID : CLIENT_ID, ClientSecret: CLIENT_SECRET, RedirectURL : "http: / / localhost:9999/callback", Scopes: []string{"openid", "prof i le", "email"}, Endpoint: oauth2.Endpoint{ AuthURL : GITEA_SERVER + "/login/oauth/authorize", TokenURL : GITEA_SERVER + "/login/oauth/access_token", }, }
40. apiKey : = c.GetHeader("api - key") if apiKey = = "" { apiKey = strings.TrimPref i x(c.GetHeader("Authorization"), "Bearer ") } if apiKey = = "" { c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{"error": gin.H{ "code": strconv.Itoa(http.StatusUnauthorized), "message": "missing authorization header or api key", }}) return } claims, err : = oauth.ParseToken(apiKey) if err ! = nil { c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{"error": gin.H{ "code": strconv.Itoa(http.StatusUnauthorized), "message": err.Error(), }}) return } / / Set the X-User-Id header to the account id from the JWT claims. c.Request.Header.Set("X-User-Id", claims.Account) / / Set the api - key header to the api key from the specif i c API key. c.Request.Header.Set("api - key", cfg.API.Key)  
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42. 實際操作
43. END