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Multi-modal AI system for intelligent dermatological analysis
Watch how DermAI analyzes skin conditions using medical-grade AI. This demo showcases the complete workflow from image upload to comprehensive dermatological insights powered by Google's MedGemma and Perplexity AI.
Complete demonstration of multi-modal AI dermatological analysis
Watch how MedGemma AI analyzes skin images with medical-grade precision
See how Perplexity AI provides evidence-based product recommendations
Observe built-in safety measures and medical disclaimers in action
A sophisticated orchestration layer that coordinates multiple AI models to deliver comprehensive dermatological insights.
MedGemma AI
OpenAI GPT-4
Perplexity AI
Built with production-grade technologies and deployed using modern DevOps practices.
FastAPI Framework
High-performance Python web framework with automatic API documentation
Pydantic Models
Type-safe data validation and serialization
Async Processing
Non-blocking I/O for handling multiple AI model requests
Error Handling
Comprehensive error management and graceful degradation
OpenAI Function Calling
Structured tool orchestration with GPT-4
Hugging Face Integration
MedGemma model access via inference endpoints
Perplexity API
Real-time research and product recommendations
Image Processing
PIL-based overlay generation and image manipulation
Fully containerized using Docker with multi-stage builds for optimized production deployment.
docker-compose up --build -d