Tutorial

JSON Render Online: Using json-render.org for AI → JSON → UI

Discover how to transform natural language prompts into beautiful, functional UI components using json-render online. Build AI-powered dashboards, widgets, and data visualizations in minutes.

JSON Render Online - AI to JSON to UI Flow

AI → JSON → UI

The complete workflow for AI-generated interfaces

1What is json-render?

json-render is an open-source library that bridges the gap between AI-generated content and user interfaces. It provides a safe, predictable way to render AI outputs as React components using a structured JSON format.

🛡️

Guardrails

AI can only use components you define

Streaming

Progressive rendering as JSON arrives

🔗

Data Binding

Two-way binding with JSON Pointer paths

2Getting Started with json-render.org

Visit json-render.org to access the complete documentation, examples, and the online playground. You can try json-render online without any installation to see how it transforms AI responses into UI.

📦Quick Installation

npm install @json-render/core @json-render/react

3AI → JSON: How It Works

The first step in the json-render online workflow is converting natural language prompts into structured JSON. This is achieved by using a Component Catalog that defines what components and actions the AI can use.

User Prompt

"Create a dashboard with revenue metrics showing total revenue as currency and growth as percentage"

AI-Generated JSON

{
  "type": "Card",
  "props": {
    "title": "Revenue Dashboard"
  },
  "children": [
    {
      "type": "Metric",
      "props": {
        "label": "Total Revenue",
        "valuePath": "/revenue",
        "format": "currency"
      }
    }
  ]
}

💡 Key Insight: The magic of json-render online is that the AI cannot hallucinate unsupported components. It can only use what you've defined in your catalog.

4JSON → UI: Rendering Components

Once the AI generates valid JSON, json-render transforms it into real React components. The rendering happens progressively with streaming support, so users see the UI build in real-time.

App.tsx
import { Render } from '@json-render/react';
import { catalog, components } from './catalog';

export function App({ json }) {
  return (
    <Render
      catalog={catalog}
      components={components}
      node={json}
      data={dashboardData}
    />
  );
}

Type Safety

Zod validates all props

Streaming Support

Progressive rendering

5Using the Online Playground

The json-render.org website includes an interactive playground where you can experiment with json-render online without any setup. Here's how to use it:

1

Visit json-render.org

Navigate to the online playground section

2

Enter Your Prompt

Describe the UI you want to create in natural language

3

Watch the Magic

See AI generate JSON and render it as real components in real-time

4

Export & Use

Copy the generated code to use in your own projects

🚀 Try the Online Playground

6Real-World Examples

Here are some practical examples of what you can build with json-render online:

📊 Analytics Dashboard

Revenue metrics, charts, and KPI cards with real-time data binding

Example prompt:

"Show me a revenue dashboard with monthly comparisons"

📝 Dynamic Forms

AI-generated forms with validation rules and conditional fields

Example prompt:

"Create a user registration form with validation"

🎨 Content Layouts

Flexible content blocks for blogs, portfolios, and landing pages

Example prompt:

"Design a hero section for a SaaS product"

📱 Mobile Widgets

Compact, responsive widgets for mobile applications

Example prompt:

"Build a weather widget with temperature display"

7Best Practices

Follow these best practices when using json-render online to get the best results:

Define a Comprehensive Catalog

Include all the components your users might need. A well-designed catalog leads to better AI-generated UIs.

Use Descriptive Type Names

Component names like "MetricCard" and "LineChart" help the AI understand when to use each component.

Validate with Zod Schemas

Strong validation ensures that AI-generated JSON is always safe to render, preventing runtime errors.

Test with Real Users

Iterate on your catalog based on what prompts users actually enter. This helps you cover more use cases.

Ready to Build AI-Powered UIs?

Start using json-render online today. Transform natural language into beautiful, functional interfaces with guardrails and type safety.

VL

Vercel Labs

Building tools for the modern web