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@aireact/smart-datatable

v1.0.3

Published

AI-native data tables with NLP queries for React

Readme

@aireact/smart-datatable

🚀 AI-Powered Data Tables for React

Intelligent data tables with natural language querying and AI-powered insights.

✨ Features

  • 💬 Natural Language Queries: Query data using plain English
  • 📊 AI Insights: Automatic data insights and patterns
  • 🔍 Smart Filtering: AI-enhanced search and filtering
  • 📈 Trend Detection: Automatic trend identification
  • 🎨 Customizable: Fully stylable components
  • 🔧 TypeScript: Full TypeScript support

📦 Installation

npm install @aireact/smart-datatable @aireact/core

🚀 Quick Start

import { SmartDataTable, useNLPQuery } from '@aireact/smart-datatable';
import '@aireact/smart-datatable/style.css';

const data = [
  { id: 1, name: 'Alice', sales: 1200, region: 'North' },
  { id: 2, name: 'Bob', sales: 980, region: 'South' },
  { id: 3, name: 'Charlie', sales: 1500, region: 'East' },
];

function App() {
  return (
    <SmartDataTable
      provider="openai"
      apiKey={process.env.REACT_APP_OPENAI_API_KEY}
      data={data}
      columns={['name', 'sales', 'region']}
      enableNLQuery={true}
      queryPlaceholder="Ask about your data..."
    />
  );
}

Using the Hook

import { useNLPQuery } from '@aireact/smart-datatable';

function CustomTable() {
  const {
    filteredData,
    insights,
    isQuerying,
    query,
    clearQuery
  } = useNLPQuery({
    provider: 'openai',
    apiKey: process.env.REACT_APP_OPENAI_API_KEY,
    data: salesData
  });

  return (
    <div>
      <input
        placeholder="e.g., Show top 5 by sales"
        onKeyDown={(e) => {
          if (e.key === 'Enter') query(e.target.value);
        }}
      />
      {isQuerying && <span>Processing query...</span>}
      <table>
        <tbody>
          {filteredData.map((row, i) => (
            <tr key={i}>
              <td>{row.name}</td>
              <td>{row.sales}</td>
              <td>{row.region}</td>
            </tr>
          ))}
        </tbody>
      </table>
      {insights.length > 0 && (
        <div className="insights">
          {insights.map((insight, i) => (
            <p key={i}>{insight}</p>
          ))}
        </div>
      )}
    </div>
  );
}

💬 Example Queries

  • "Show all records where sales > 1000"
  • "Sort by sales descending"
  • "Find top 5 performers"
  • "Group by region and sum sales"
  • "Show records from last month"

📖 Props

| Prop | Type | Default | Description | |------|------|---------|-------------| | provider | string | - | AI provider | | apiKey | string | - | API key | | data | array | - | Table data | | columns | array | - | Column definitions | | enableNLQuery | boolean | true | Enable NL queries | | showInsights | boolean | true | Show AI insights | | pageSize | number | 10 | Rows per page |

🎨 Customization

:root {
  --aireact-table-header: #f5f5f5;
  --aireact-table-border: #e0e0e0;
  --aireact-table-hover: #f0f0f0;
}

📦 Related Packages

React (@aireact)

Vue.js (@aivue)

Angular (@aiangular) - Coming Soon

  • @aiangular/smart-datatable - Angular Smart DataTable

🔗 More Information

📄 License

MIT © Bharatkumar Subramanian