The Support Copilot is an AI-powered system that assists support executives throughout the entire issue lifecycle. It provides intelligent analysis, automated recommendations, and real-time guidance to ensure efficient issue resolution.
- Issue Intake & Analysis: Automatic severity assessment and customer history analysis
- Support Executive Guidance: AI-generated message templates and recommendations
- Conversation Summarization: Automatic conversation summaries for knowledge base
- Real-time API Integration: RESTful APIs with <15 second response times
- Cloud Deployment: AWS-hosted scalable solution
- API Gateway - Entry point for all external requests
- Issue Management Service - Core business logic for issue processing
- AI Analysis Service - ML-powered issue analysis and recommendations
- Database Layer - MySQL for structured data, Redis for caching
- Message Queue - RabbitMQ for asynchronous processing
- Monitoring & Logging - CloudWatch integration
Support Portal → API Gateway → Issue Service → AI Service → Database
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Response (≤15s)
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Prerequisites
- Python 3.9+
- Docker & Docker Compose
- AWS CLI configured
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Installation
git clone <repository> cd support-copilot docker-compose up -d
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API Documentation
- Swagger UI: http://localhost:8000/docs
- Health Check: http://localhost:8000/health
POST /api/v1/issues/analyze- Analyze new issuePOST /api/v1/issues/{id}/recommend- Get recommendationsPOST /api/v1/conversations/{id}/summarize- Generate summaryGET /api/v1/customers/{id}/history- Customer history
- JWT-based authentication
- GDPR-compliant data handling
- Encrypted data transmission
- Role-based access control
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Login to get a JWT token:
curl -X POST http://localhost:8000/api/v1/auth/login \ -H "Content-Type: application/json" \ -d '{"username": "support_user", "password": "support_password"}'
This will return a JSON response with an
access_token. -
Use the token to call a protected endpoint:
curl -X POST http://localhost:8000/api/v1/issues/analyze \ -H "Content-Type: application/json" \ -H "Authorization: Bearer <access_token>" \ -d '{ "customer_id": 1001, "title": "Cannot login to portal", "description": "I am unable to login to the support portal with my credentials. It says invalid password.", "category": "Authentication", "priority": "High" }'
Replace
<access_token>with the value from the login response.