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AI-Powered Editable Diagrams from Chat & Files

AI-powered tool that generates editable diagrams from chat conversations and file uploads, enabling users to quickly visualize complex information and

Developers generate editable diagrams from chat using a hybrid AI-human workflow tool that maintains full editability.

Access the Tool:

Core Workflow:

  • Upload PDF or text files to auto-generate diagrams
  • Prompt AI: “Convert this architecture doc to a flowchart”
  • Edit resulting draw.io XML directly without losing AI compatibility
  • Alternate between AI commands and manual adjustments on same diagram

Streaming Stability Tricks:

  • Request minimal black/white style mode for cleaner XML
  • Use structured output constraints in Claude prompts
  • Enable auto-fix for malformed XML during generation

This approach combines AI speed with human precision, maintaining diagram editability across 11.2k+ GitHub implementations while reducing manual diagramming time by enabling collaborative AI-human iterations.