Generative Dashboard Builder

The Challenge

Building a system where natural language descriptions are transformed into fully interactive, real-time dashboards with appropriate chart types and layouts.

The Solution

Used Claude API for natural language understanding and dashboard schema generation, Recharts for chart rendering, and streaming for real-time dashboard assembly with Framer Motion transitions.

// Natural language to dashboard
const schema = await claude.messages.create({
  messages: [{
    role: "user",
    content: "Sales dashboard with monthly revenue,
    top products, and regional breakdown"
  }],
  stream: true,
});
// Streams: { widgets: [KPI, BarChart, PieChart, ...] }
for await (const chunk of schema) {
  dashboard.addWidget(chunk.widget);
}

Tech Stack

Outcomes

Gallery

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