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How to apply Dify workflow for multilingual product description generation in e-commerce scenarios?

2025-08-25 1.5 K

An automated solution for the implementation of multilingual product descriptions in e-commerce.

With the resources of Awesome-Dify-Workflow, e-commerce companies can build efficient multilingual product description systems:

  • Choosing the right translation workflowFor standard product information, use json_translate.yml to realize batch translation; for marketing copy, use translation_workflow.yml to get more natural expression.
  • Establish product database connection: Get the raw product data to be translated via File_read.yml or direct database query node
  • Configure a multi-stage review process: Combine the quality control methods in "Baoyu's optimized English-to-Chinese translation.yml" to add automatic review and manual review nodes.
  • Implementing Versioning: Utilize Dify's variable function to maintain the correspondence of product descriptions in different language versions.
  • Batch Output Deployment: Automatically export the final result into a format suitable for e-commerce platforms (CSV, JSON, etc.), or push it directly to the CMS system via APIs

To improve efficiency, specialized workflow templates can be created for different product categories, such as electronic products focusing on parameter accuracy and apparel products focusing on style description. At the same time, combine with SEO Slug Generator.yml to generate friendly URLs for each language version.

This solution is especially suitable for cross-border e-commerce enterprises with a large number of SKUs that require synchronized multi-language updates, saving more than 90% of time and cost compared to manual translation.

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