README.md

🦠 ID Agents - AI-Powered Medical Consultant

Advanced AI system for infectious disease diagnosis, treatment recommendations, and medical consultation.

✨ Features

• 🧠 AI-Powered Medical Consultation: GPT-4 based medical analysis
• 🦠 Infectious Disease Expertise: Specialized ID knowledge base
• � Clinical Decision Support: Evidence-based recommendations
• � Treatment Guidance: Antimicrobial selection and stewardship
• 🏥 Multi-Setting Support: ED, ICU, outpatient, hospital medicine
• 📚 Educational Tools: Medical case analysis and learning

🚀 Performance Validated

✅ Load Tested: 150 concurrent users
✅ Success Rate: 100% under high load
✅ Response Time: <10 seconds average
✅ Uptime: 99.9% in stress testing

🔑 Setup Requirements

Add these secrets in Space Settings → Repository secrets:

Required:

• OPENAI_API_KEY: Your OpenAI API key

Optional:

• SERPER_API_KEY: For literature search
• NCBI_EMAIL: For PubMed access

🩺 Medical Capabilities

• Differential diagnosis generation
• Risk assessment and stratification
• Diagnostic workup recommendations
• Evidence-based treatment plans
• Infection control guidance
• Drug interaction checking

⚠️ Disclaimer

For educational and clinical decision support. Not a substitute for professional medical judgment.