Text Polishing · Translation Tool

A text polishing and translation workflow that rewrites and refines content in multiple stages using DeepSeek, Gemini, and SiliconFlow models.

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39 used·Last update 1 week ago
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Setup steps

  1. Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace.
  2. Authorize each plugin by navigating to Tools → [Plugin Name] → Authorize and entering the respective API key.
  3. In the Start node, the user uploads the document file they wish to polish or translate.
  4. The Doc Extractor node automatically extracts text from the uploaded document — no configuration required.
  5. Select an LLM in the initial Translation/Polishing LLM node (using Gemini) to perform the first-pass rewrite.
  6. Select LLMs in the parallel Review LLM nodes (using SiliconFlow/DeepSeek) to evaluate the draft from multiple dimensions such as fluency and terminology accuracy.
  7. Select an LLM in the final Polishing LLM node to integrate all review feedback and output the final high-quality version.
TYPE
Workflow
CATEGORY
Support
PLUGINS
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Deepseek
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Gemini
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Siliconflow
Dify Compatibility
1.13.0
SUPPORTED LANGUAGES
English
LAST UPDATED
May 12, 2026