Translate and Refine Articles with an AI Editorial Team

Go beyond simple translation. This workflow uses a multi-AI review process to turn any English article into fluent, culturally-aware Chinese content.

Workflow Overview

What is this?: This is a fully automated, professional-grade localization pipeline. It takes the URL of an English article, scrapes its content, and then subjects it to a multi-stage process of translation, review, and polishing by a team of specialized AIs, ultimately delivering a publication-ready Chinese article in Markdown format.
What problem does it solve?: Tired of machine translations that sound robotic, inaccurate, or culturally out of touch? This workflow replaces the need for a human editorial team by mimicking its process, solving issues of unnatural phrasing, logical errors, and inconsistent tone that plague standard translation tools.
What will you get?: You get a tool that transforms any article URL into a high-quality Chinese text that reads as if written by a native expert. It drastically reduces manual editing and proofreading time, ensures content is not just translated but culturally adapted and fact-checked, and automates a professional-grade content localization process.

Apps Included

How to Use

Prerequisites

An active Dify account.

API keys for the LLM providers used in the workflow (e.g., Google for Gemini, Tongyi for Qwen, OpenRouter for o3-mini) configured in your Dify provider settings.

Setup Steps

Configure All Required API Keys

Before running, ensure you have added and configured the necessary API keys for all LLM providers used in this workflow in the 'Settings > Tools' section of your Dify account.

Import the Workflow

Import this application into your Dify workspace. The entire multi-stage review process is pre-configured.

Provide the Article URL

In the Start Node, paste the full URL of the English article you wish to translate and polish into the 'URL' field.

Execute the Pipeline

Run the application. Please be patient, as the workflow performs multiple complex steps including web scraping, initial translation, and several rounds of AI review and revision.

Receive the Polished Article

The final output will be a high-quality, polished Chinese article in Markdown format, ready for use.

Pro Tips

To process a reading list, use the Dify API to programmatically send a list of URLs to this workflow, creating a powerful batch-processing content pipeline.

Experiment by swapping out the LLMs in the 'Review' stage. For example, you could substitute a different model as your 'Fact-Checker' to see how it impacts the final result, tailoring the editorial team to your needs.

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Information

Published date8/15/2025
Last updated8/15/2025

Platform

Dify