🤖 E-commerce AI Agents - Multi-Agent System

🚀 A comprehensive multi-agent AI system designed to help scale e-commerce businesses through intelligent automation and insights.

🎯 Live Demo • 📚 Documentation • 🤝 Contributing

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🏗️ Architecture

This system uses a multi-agent architecture with 4 specialized agents orchestrated through n8n workflows:

📊 Analytics Agent → ⚙️ Operations Agent → 📢 Marketing Agent → 🎯 Strategy Agent

Agent Responsibilities

1. 📊 Analytics Agent

   • Sales trend analysis
   • Customer behavior insights
   • Inventory alerts
   • Performance metrics

2. ⚙️ Operations Agent

   • Inventory optimization
   • Pricing strategies
   • Supplier management
   • Operational efficiency

3. 📢 Marketing Agent

   • Campaign creation & optimization
   • Content generation
   • Social media strategies
   • SEO optimization

4. 🎯 Strategy Agent

   • Growth opportunities analysis
   • Market expansion strategies
   • Competitive intelligence
   • Long-term planning

🚀 Quick Start

Prerequisites

• Python 3.8+
• Node.js 16+
• npm or yarn

1. Install Dependencies

# Install Python dependencies
pip install -r requirements.txt

# Install n8n globally (already done if you followed setup)
npm install -g n8n

2. Setup Environment

# Copy environment template
cp .env.example .env

# Edit .env file with your API keys
nano .env

3. Start the System

Terminal 1: Start n8n (Visual Workflow Engine)

./start_n8n.sh

• Open browser to: http://localhost:5678
• Import workflow from: n8n_workflows/ecommerce-agents-workflow-template.json

Terminal 2: Start API Server (Agent Backend)

./start_api.sh

• API available at: http://localhost:8000
• API docs at: http://localhost:8000/docs

🔄 Workflow Examples

Daily Business Analysis Workflow

🕒 Cron Trigger (9 AM Daily)
↓
📊 Analytics Agent (Sales Analysis)
↓  
⚙️ Operations Agent (Inventory Check)
↓
📢 Marketing Agent (Campaign Performance)
↓
🎯 Strategy Agent (Growth Recommendations)
↓
📧 Email Report

Real-time Order Processing

🌐 Shopify Webhook (New Order)
↓
📊 Analytics Agent (Customer Analysis)
↓
📢 Marketing Agent (Upsell Recommendations)  
↓
⚙️ Operations Agent (Inventory Update)

🔌 API Endpoints

Agent Endpoints

• POST /agents/analytics - Analytics processing
• POST /agents/operations - Operations optimization
• POST /agents/marketing - Marketing campaigns
• POST /agents/strategy - Strategy planning

Utility Endpoints

• GET /agents/status - Check agent status
• GET /reports/comprehensive - Full business report
• GET /health - Health check

Example API Call

curl -X POST "http://localhost:8000/agents/analytics" \
  -H "Content-Type: application/json" \
  -d '{"action": "daily_analysis", "data": {}}'

📁 Project Structure

ecommerce-ai-agents/
├── agents/                 # Individual agent implementations
├── config/                 # Configuration files
│   └── settings.py        # App settings
├── tools/                  # Shared tools and utilities
├── workflows/              # Workflow definitions
├── n8n_workflows/          # n8n workflow templates
├── data/                   # Data storage
├── tests/                  # Test files
├── api_server.py          # FastAPI backend server
├── start_n8n.sh          # n8n startup script
├── start_api.sh          # API server startup script
├── requirements.txt       # Python dependencies
├── .env.example          # Environment template
└── README.md             # This file

🎮 Using n8n Visual Workflows

1. Access n8n: Open http://localhost:5678 in your browser
2. Import Workflow:
   • Click "+" → Import from File
   • Select n8n_workflows/ecommerce-agents-workflow-template.json
3. Customize Workflow:
   • Add triggers (webhooks, cron jobs)
   • Modify agent parameters
   • Add integrations (Slack, email, databases)
4. Execute Workflow:
   • Test with manual triggers
   • Enable for production use

n8n Workflow Features

Triggers Available:

• ⏰ Cron Scheduler - Daily/weekly analysis
• 🌐 Webhooks - Real-time data from Shopify, etc.
• 📧 Email Triggers - Process email requests
• 📊 HTTP Requests - External system integration

Actions Available:

• 📧 Send Emails - Reports and notifications
• 💬 Slack Messages - Team updates
• 📊 Google Sheets - Data logging
• 🗄️ Database Updates - Store insights

🔗 Integration Options

E-commerce Platforms

• Shopify: Product data, orders, customers
• WooCommerce: WordPress integration
• Amazon: Marketplace data
• BigCommerce: Enterprise features

Marketing Platforms

• Facebook Ads: Campaign optimization
• Google Ads: Keyword and bid management
• Mailchimp: Email marketing
• HubSpot: CRM integration

Analytics Platforms

• Google Analytics: Website traffic
• Mixpanel: User behavior
• Amplitude: Product analytics

💡 Customization

Adding New Agents

1. Create new endpoint in api_server.py
2. Add agent to n8n workflow
3. Define agent logic and integrations
4. Update workflow connections

Custom Workflows

1. Design workflow in n8n visual editor
2. Connect to agent endpoints
3. Add custom triggers and actions
4. Test and deploy

📊 Monitoring & Reporting

Built-in Reports

• Daily business summary
• Agent performance metrics
• Workflow execution logs
• Integration status

Custom Dashboards

• Connect to BI tools (Tableau, PowerBI)
• Export data to Google Sheets
• Real-time Slack notifications

🔧 Development

Running Tests

pytest tests/

Code Formatting

black .
flake8 .

Adding Dependencies

pip install new-package
pip freeze > requirements.txt

🚀 Production Deployment

Environment Setup

• Set production environment variables
• Configure database connections
• Set up monitoring and logging

Scaling Options

• Deploy API server with Docker
• Use managed n8n hosting
• Implement load balancing
• Add Redis for caching

📝 Next Steps

1. Test the System: Run both servers and test the workflow
2. Add Real Integrations: Connect to your Shopify store, analytics
3. Customize Agents: Modify agent logic for your business needs
4. Expand Workflows: Create specialized workflows for different scenarios
5. Add Monitoring: Implement logging and alerting
6. Scale Up: Move to production infrastructure

🆘 Support

• Check API documentation at http://localhost:8000/docs
• Review n8n workflow execution logs
• Monitor agent responses and errors
• Test individual endpoints before full workflow

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Happy Scaling! 🚀

Your multi-agent e-commerce system is ready to help grow your business through intelligent automation and insights.