FlowSync
Open App
中文
FreeDocuments5 nodes
Score 69

Document Translation Automation

Multi-language document translation with layout preservation: PDF/DOCX in → translate → same-format document out, with locale-aware formatting.

Run this template Fork & customise

What does this workflow do?

文档格式自动识别 → 统一中间格式转换（Markdown 结构树保留）→ 专业术语自动提取与翻译记忆匹配 → AI 上下文感知翻译（3 层：句子/段落/全文语境）→ 术语一致性自动校验 → 双语对齐（原文/译文逐段对照）→ 原格式还原渲染 → 双语对照 Word 输出

System flow

文档格式自动识别 → 统一中间格式转换（Markdown 结构树保留）→ 专业术语自动提取与翻译记忆匹配 → AI 上下文感知翻译（3 层：句子/段落/全文语境）→ 术语一致性自动校验 → 双语对齐（原文/译文逐段对照）→ 原格式还原渲染 → 双语对照 Word 输出

Pipeline breakdown

MarkItDown pdf LLM Reasoning markdown LLM Reasoning markdown Pandas markdown Python-DOCX json
  1. MarkItDown markitdown — Converts mixed document formats into clean Markdown pdf → markdown
  2. LLM Reasoning llm — Large-language-model step that extracts, classifies, validates or writes structured output markdown → json
  3. LLM Reasoning llm — Large-language-model step that extracts, classifies, validates or writes structured output markdown → markdown
  4. Pandas pandas — Tabular compute — join, aggregate, validate and reshape the extracted records markdown → json
  5. Python-DOCX python-docx — Renders the final Word document with headings, tables and styling json → docx

Workflow Reputation Score

Based on executions, success rate, update frequency, component quality, and user rating.

69Overall
★★★★★ 4.2
▶Executions
25
✓Success rate
96
↻Update frequency
65
⚙Component quality
88
★User rating
84

Based on executions, success rate, update frequency, component quality, and user rating.

Components used

MarkItDownmarkitdown

Converts mixed document formats into clean Markdown

microsoft/markitdown ↗
LLM Reasoningllm

Large-language-model step that extracts, classifies, validates or writes structured output

FlowSync proprietary
Pandaspandas

Tabular compute — join, aggregate, validate and reshape the extracted records

pandas-dev/pandas ↗
Python-DOCXpython-docx

Renders the final Word document with headings, tables and styling

python-openxml/python-docx ↗

How is this different from n8n or Zapier?

Unlike generic workflow builders, FlowSync workflows ship pre-configured with AI skills baked into every node — OCR, LLM reasoning, transcription, super-resolution — not just webhook triggers. Each node is white-box auditable: you see input, output, and config. Deployment is instant — no self-hosting, no API-key per node.

Use cases

  • 产品手册多语言翻译
  • 跨境合同翻译
  • 技术文档本地化
  • 学术论文翻译

Author & Source

This workflow is maintained by the FlowSync team. All components are open-source or commercially licensed. Source code for each component is linked in the Components section above.

Pricing: Free tier available · FREE tier · Official

Field notes

产品手册中英翻译，DeepL Pro $9/月但限字符。FlowSync 免费版无限量，术语一致性更好。

— 外贸经理 张, 出口企业

先让 AI 翻一轮我再审校，术语表保存后下次能用，效率提升 3 倍。

— 本地化 Elena, 自由译者

Data handling

原文和译文仅在处理过程中暂存。我们不存储您的文档内容，也不用于模型训练。支持翻译后一键清除所有临时文件。企业版支持本地处理。

FlowSync Workflow Marketplace · 69 reputation score · 25% execution · 96% success · 5-node white-box pipeline · maintained by FlowSync Official

Ready to run?

Multi-language document translation with layout preservation: PDF/DOCX in → translate → same-format document out, with locale-aware formatting.

Run Multi-language document translation & lo → Browse all workflows →