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Feat: Integration with AntV Visualization Suite #745

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elliotxx opened this issue Jan 18, 2025 · 0 comments
Open

Feat: Integration with AntV Visualization Suite #745

elliotxx opened this issue Jan 18, 2025 · 0 comments
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@elliotxx
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area/ai AI-related features priority/important-longterm P2 Important over the long term,but may not be staffed and/or may need multiple releases to complete
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v0.8.0

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@elliotxx
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elliotxx commented Jan 18, 2025 •
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What would you like to be added?

Enhance Karpor's visualization capabilities by leveraging AntV suite and AI-powered visualization tools

Why is this needed?

Proposal to expand Karpor`s visualization capabilities using AntV ecosystem and AI-powered tools:

  1. Current Integration:
  • Using G2 for trend charts
  • Using G6 for topology graphs
  1. Future Enhancements:
  • Integrate with MCP for cluster data aggregation Karpor MCP Integration #675
  • Implement GPT-VIS for AI-generated charts and visualizations
    Image
  • Leverage AVA for generating human-readable data narratives
    Image
  1. Expected Benefits:
  • More comprehensive data visualization options
  • AI-powered automatic chart generation
  • Enhanced data storytelling capabilities
  • Better data interpretation through natural language
  • Improved user experience with visual analytics

This enhancement will create a more powerful and intuitive data visualization experience in Karpor.
@elliotxx elliotxx added area/ai AI-related features enhancement New feature or request priority/important-longterm P2 Important over the long term,but may not be staffed and/or may need multiple releases to complete labels Jan 18, 2025
@elliotxx elliotxx added this to the v0.7.0 milestone Jan 18, 2025
@elliotxx elliotxx self-assigned this Jan 18, 2025
@elliotxx elliotxx removed the enhancement New feature or request label Jan 18, 2025
@elliotxx elliotxx modified the milestones: v0.7.0, v0.8.0 Jan 18, 2025
@github-actions github-actions bot mentioned this issue Jan 18, 2025
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area/ai AI-related features priority/important-longterm P2 Important over the long term,but may not be staffed and/or may need multiple releases to complete
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v0.8.0
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@elliotxx