Get Started
Back to Templates

Translate and localize multilingual content with DeepL and GPT-4o-mini

Created by

Created by: masahiro hanawa || masahiro

masahiro hanawa

Last update

Last update 5 days ago

Categories

Share

Translate and localize content using DeepL and GPT-4o-mini

Managing high-quality translations across multiple languages often requires more than just machine translation; it requires cultural context and quality assurance. This workflow automates the entire pipeline, from initial translation to AI-driven quality scoring and cultural localization.

Who is this for?

  • Content Teams: To automate the first draft and review process for blog posts or documentation.
  • Marketing Agencies: To localize campaign copy for international markets quickly.
  • Product Managers: To manage UI/UX copy across different regions with consistent glossary support.

How it works

  1. Content Intake: A Webhook receives the source text and a list of target languages.
  2. Language Detection & Validation: The workflow identifies the source language and validates the requested target codes.
  3. Parallel Processing: Using the Split Out node, the workflow processes each target language simultaneously.
  4. DeepL Translation: High-quality neural machine translation is performed for each language.
  5. AI Quality Review: GPT-4o-mini acts as a professional linguist, scoring the translation on accuracy, fluency, and style, and flagging any issues.
  6. Cultural Localization: A specialized node applies region-specific formatting for dates and currencies.
  7. Aggregation & Reporting: All results are unified, logged to Google Sheets, emailed via Gmail, and returned as a JSON response to the initial requester.

How to set up

  1. Credentials: Connect your DeepL API, OpenAI, Google Sheets, and Gmail accounts.
  2. Google Sheets: Create a sheet with headers: Job ID, Source Text, Languages, Avg Quality, and Completed. Paste the Sheet ID into the Google Sheets node.
  3. Webhook: Use the production URL in your CMS or app to trigger the workflow with a POST request.

Requirements

  • DeepL API Key (Free or Pro)
  • OpenAI API Key (for GPT-4o-mini)
  • Google Account (for Sheets and Gmail)

How to customize

  • Adjust AI Rubric: Modify the "AI Quality Review" prompt to focus on specific brand voice guidelines or technical terminology.
  • Glossary Support: Update the DeepL node to include specific Glossary IDs for industry-specific jargon.
  • Localization Rules: Add more regions or specific formatting rules (like measurement conversions) in the "Apply Localization" Code node.