Slide 1

Slide 1 text

⽣成式 AI ⼯具 CodeGPT 開發經驗談 Bo-Yi Wu 2023/11/08 ModernWeb in Taipei

Slide 2

Slide 2 text

https: / / github.com/appleboy/CodeGPT

Slide 3

Slide 3 text

About me (Mediatek) • Maintain Drone CI/CD Plugin (15) • Member of Gitea Platform • Member of Gin Golang Framework • Maintain GitHub Actions Plugins (18).

Slide 4

Slide 4 text

No content

Slide 5

Slide 5 text

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)

Slide 6

Slide 6 text

開發者必備 ⽣成式 AI ⼯具 $IBU(15 (JU)VC$PQJMPU

Slide 7

Slide 7 text

開發動機

Slide 8

Slide 8 text

1. 個⼈需求 (Personal)

Slide 9

Slide 9 text

Slide 10

Slide 10 text

2. 團隊需求 (Security)

Slide 11

Slide 11 text

࢖༻؀ڥෆಉ ࿈ઢ҆શސྀ

Slide 12

Slide 12 text

࢖༻؀ڥෆಉ ࿈ઢ҆શސྀ

Slide 13

Slide 13 text

專案介紹

Slide 14

Slide 14 text

IUUQTPQFOBJDPNCMPHOFXNPEFMTBOEEFWFMPQFSQSPEVDUTBOOPVODFEBUEFWEBZ

Slide 15

Slide 15 text

1SJDJOH අ༻ IUUQTPQFOBJDPNQSJDJOH

Slide 16

Slide 16 text

No content

Slide 17

Slide 17 text

https: / / github.com/appleboy/CodeGPT/releases

Slide 18

Slide 18 text

Using OpenAI Key

Slide 19

Slide 19 text

All conf i g setting

Slide 20

Slide 20 text

Using Azure OpenAI Key

Slide 21

Slide 21 text

Generate Commit Message

Slide 22

Slide 22 text

IUUQTHJUIVCDPNBQQMFCPZ$PEF(15JTTVFT 4VQQPSU$POWFOUJPOBM$PNNJUT

Slide 23

Slide 23 text

(FOFSBUF%FTDSJQUJPO (FOFSBUF5JUMF (FOFSBUF5ZQF

Slide 24

Slide 24 text

IUUQTHJUIVCDPNBQQMFCPZ$PEF(15JTTVFT 4VQQPSU$PNNJU.FTTBHFGPSNBU

Slide 25

Slide 25 text

ࣗగ5FNQMBUF֨ࣜ

Slide 26

Slide 26 text

ࢧԉ٬੡ԽᏓᏐ

Slide 27

Slide 27 text

*ODPSSFDU$PNNJU4VNNBSZGPSNBU IUUQTHJUIVCDPNBQQMFCPZ$PEF(15JTTVFT

Slide 28

Slide 28 text

Function Call (Before 2023/11/06)

Slide 29

Slide 29 text

No content

Slide 30

Slide 30 text

5PPMT5PPM$IPJDF BGUFS IUUQTCJUMZ2-R$'&

Slide 31

Slide 31 text

擴⼤範圍

Slide 32

Slide 32 text

如何推動其他部⾨ (SWRD ~ 1w ⼈)

Slide 33

Slide 33 text

"VUIPSJ[BUJPO'MPX 96TFS*% +855PLFO

Slide 34

Slide 34 text

計算問與答 Token Count (每⼈每天上限 xxxx 台幣)

Slide 35

Slide 35 text

"VUIPSJ[BUJPO'MPX

Slide 36

Slide 36 text

1.Send JWT Token and User ID 2.Check User Permission 3.Send Request to Azure OpenAI

Slide 37

Slide 37 text

CLI 如何拿到 User ID (X-User-ID)

Slide 38

Slide 38 text

1SPYZ0"VUI (JUFB4FSWJDF

Slide 39

Slide 39 text

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", }, }

Slide 40

Slide 40 text

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)

Slide 41

Slide 41 text

(FU6TFS*%BOE5PLFO 3FQMBDF6TFS5PLFO8JUI1SPKFDU5PLFO 4FOE6TFS*%BOE1SPKFDU5PLFO $IFDL6TFS*%1FSNJTTJPO 4FOE0QFO"*3FRVFTUBOE-PH

Slide 42

Slide 42 text

實際操作

Slide 43

Slide 43 text

END