Author:
    Creation:2025-05-20Last update:2025-08-13

    Auto-Generate Translations in a CI/CD Pipeline

    Intlayer allows the automatic generation of translations for your content declaration files. There are multiple ways to achieve this depending on your workflow.

    Table of Contents

    Using the CMS

    With Intlayer, you can adopt a workflow where only a single locale is declared locally, while all translations are managed remotely through the CMS. This allows content and translations to be completely detached from the codebase, offering more flexibility for content editors and enabling Live Sync (no need to rebuild the application to apply changes).

    Example Configuration

    intlayer.config.ts
    import { Locales, type IntlayerConfig } from "intlayer";
    
    const config: IntlayerConfig = {
      internationalization: {
        locales: [Locales.ENGLISH, Locales.SPANISH, Locales.FRENCH],
        requiredLocales: [Locales.ENGLISH], // Optional locales will be managed remotely
        defaultLocale: Locales.ENGLISH,
      },
      editor: {
        // CMS credentials if you use the CMS
        clientId: process.env.INTLAYER_CLIENT_ID,
        clientSecret: process.env.INTLAYER_CLIENT_SECRET,
        liveSync: true,
      },
      ai: {
        applicationContext: "This is a test application", // Helps ensure consistent translation generation
      },
    };
    
    export default config;
    

    To learn more about the CMS, refer to the official documentation.

    Using Husky

    You can integrate translation generation into your local Git workflow using Husky.

    Example Configuration

    intlayer.config.ts
    import { Locales, type IntlayerConfig } from "intlayer";
    
    const config: IntlayerConfig = {
      internationalization: {
        locales: [Locales.ENGLISH, Locales.SPANISH, Locales.FRENCH],
        requiredLocales: [Locales.ENGLISH], // Optional locales are handled remotely
        defaultLocale: Locales.ENGLISH,
      },
      editor: {
        clientId: process.env.INTLAYER_CLIENT_ID,
        clientSecret: process.env.INTLAYER_CLIENT_SECRET,
      },
      ai: {
        provider: "openai",
        apiKey: process.env.OPENAI_API_KEY, // Use your own API key
    
        applicationContext: "This is a test application", // Helps ensure consistent translation generation
      },
    };
    
    export default config;
    
    .husky/pre-push
    npx intlayer build                          # To ensure dictionaries are up to date
    npx intlayer fill --unpushed --mode complete    # Only fill missing content, does not update existing ones
    
    For more information about Intlayer CLI commands and their usage, refer to the CLI documentation.
    If you have multiple apps in your repo using separate intlayer instances, you can use the --base-dir argument like this:
    .husky/pre-push
    # App 1
    npx intlayer build --base-dir ./app1
    npx intlayer fill --base-dir ./app1 --unpushed --mode complete
    
    # App 2
    npx intlayer build --base-dir ./app2
    npx intlayer fill --base-dir ./app2 --unpushed --mode complete
    

    Using GitHub Actions

    Intlayer provides a CLI command to autofill and review dictionary content. This can be integrated into your CI/CD workflow using GitHub Actions.

    .github/workflows/intlayer-translate.yml
    name: Intlayer Auto-Fill
    # Trigger conditions for this workflow
    on:
      pull_request:
        branches:
          - "main"
    
    permissions:
      contents: write
      pull-requests: write
    
    concurrency:
      group: "autofill-${{ github.ref }}"
      cancel-in-progress: true
    
    jobs:
      autofill:
        runs-on: ubuntu-latest
        env:
          # OpenAI
          AI_PROVIDER: openai
          AI_MODEL: gpt-5-mini
          AI_API_KEY: ${{ secrets.AI_API_KEY }}
    
        steps:
          # Step 1: Get the latest code from the repository
          - name: ⬇️ Checkout repository
            uses: actions/checkout@v4
            with:
              persist-credentials: true # Keep credentials for creating PRs
              fetch-depth: 0 # Get full git history for diff analysis
    
          # Step 2: Set up Node.js environment
          - name: 🟢 Set up Node.js
            uses: actions/setup-node@v4
            with:
              node-version: 20 # Use Node.js 20 LTS for stability
    
          # Step 3: Install project dependencies
          - name: 📦 Install dependencies
            run: npm install
    
          # Step 4: Install Intlayer CLI globally for translation management
          - name: 📦 Install Intlayer
            run: npm install -g intlayer-cli
    
          # Step 5: Build the Intlayer project to generate translation files
          - name: ⚙️ Build Intlayer project
            run: npx intlayer build
    
          # Step 6: Use AI to automatically fill missing translations
          - name: 🤖 Auto-fill missing translations
            run: npx intlayer fill --git-diff --mode complete --provider $AI_PROVIDER --model $AI_MODEL --api-key $AI_API_KEY
    
          # Step 7: Check if there are changes and commit them
          - name: 🔍 Check for changes
            id: check-changes
            run: |
              if [ -n "$(git status --porcelain)" ]; then
                echo "has-changes=true" >> $GITHUB_OUTPUT
              else
                echo "has-changes=false" >> $GITHUB_OUTPUT
              fi
    
          # Step 8: Commit and push changes if any exist
          - name: 📤 Commit and push changes
            if: steps.check-changes.outputs.has-changes == 'true'
            run: |
              git config --local user.email "action@github.com"
              git config --local user.name "GitHub Action"
              git add .
              git commit -m "chore: auto-fill missing translations [skip ci]"
              git push origin HEAD:${{ github.head_ref }}
    

    To set up the environment variables, go to GitHub → Settings → Secrets and variables → Actions and add the secret .

    Same as for Husky, in the case of a monorepo, you can use the --base-dir argument to sequentially treat each app.
    By default, the --git-diff argument filters dictionaries that include changes from base (default origin/main) to current branch (default: HEAD).
    For more information about Intlayer CLI commands and their usage, refer to the CLI documentation.