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[Feature] Add Mermaid diagram & image rendering support #408

Description

@weijinglin

Problem Type (问题类型)

others (please edit later)

Your Question (问题描述)

Feature Description (功能描述)

🎯 Problem Description

Current Situation:

  • The project uses Mermaid syntax in documentation files (e.g., content/en/docs/quickstart/hugegraph-ai/quick_start.md) but these diagrams are not being rendered properly. The Mermaid code blocks are displayed as raw text instead of rendered diagrams.

  • The images in the page quick_start can't be randering properly.

Specific Issues:

  • 3 mermaid flowcharts in quick_start.md cannot be rendered properly

  • Project architecture diagram in main doc also cannot be displayed

  • Users can only see raw mermaid code, unable to understand project workflows and architecture

  • Users can not see actually image which should be randered in documentation

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