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AI Chart Generator | AI In Action

ChallengesAI Chart Generator

OfficialBeginnerAI Data Analysis

3-5 hours

AI Chart Generator

Create a tool where users describe the chart they want in natural language and the AI generates the appropriate visualization. Support bar, line, pie, scatter, and area charts with automatic axis labeling and color theming.

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chartsvisualizationnatural-languageai-generation

Objectives

Accept natural language prompts describing desired charts
Use AI to select the appropriate chart type and map data columns
Render interactive charts with tooltips and legends
Support at least five chart types (bar, line, pie, scatter, area)
Allow users to refine charts through follow-up prompts

Hints

Have the LLM output a structured JSON config that maps to your chart library
Use Recharts or Chart.js for rendering
Provide the AI with column names and sample rows so it can map axes correctly

Resources

recharts.org/en-US/api
www.chartjs.org/docs/latest

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