copilotkit

# CopilotKit Integration Plan for Acme Corp's E-Commerce Platform

## Current Architecture
- Frontend: React with TypeScript
- Backend: Node.js with Express
- Database: PostgreSQL

## Implementation Steps

### 1. Install CopilotKit SDK
```bash
npm install @copilotkit/core @copilotkit/react-core
```

### 2. Configure CopilotKit in Express Backend
```javascript
import { CopilotKit } from '@copilotkit/backend-core';

const copilotKit = new CopilotKit({
  apiKey: process.env.COPILOTKIT_API_KEY,
  actions: {
    generateProductDescription: async ({ productName, features }) => {
      return `Create a compelling product description for ${productName} with these features: ${features.join(', ')}`;
    },
    analyzeCustomerSentiment: async (reviewText) => {
      const sentiment = await analyzeSentiment(reviewText);
      return { sentiment, confidence: 0.92 };
    }
  }
});
```

### 3. Expose CopilotKit Endpoints
```javascript
app.post('/copilot/generate-description', copilotKit.handleRequest('generateProductDescription'));
app.post('/copilot/analyze-sentiment', copilotKit.handleRequest('analyzeCustomerSentiment'));
```

### 4. Integrate with React Frontend
```javascript
import { CopilotKit } from '@copilotkit/react-core';

function ProductPage() {
  return (
    <CopilotKit>
      <ProductDescriptionGenerator />
      <CustomerReviewAnalyzer />
    </CopilotKit>
  );
}
```

## Expected Outcomes
- Product descriptions generated in 2-3 seconds
- Customer sentiment analysis with 85%+ accuracy
- 40% reduction in manual content creation time

## Next Steps
1. Test the integration with sample products
2. Monitor performance metrics
3. Scale to additional AI capabilities like chatbots and recommendation engines

Would you like me to elaborate on any specific part of this implementation?