The Archmage Enterprise
AI That Masters Scale

Clinical Decision Support

import asyncio
import aiohttp

class WizardLMClinicalAI:
    def __init__(self, endpoint="https://wizardlm.hospital.com"):
        self.endpoint = endpoint

    async def analyze_symptoms(self, patient_data):
        # HIPAA-compliant symptom analysis
        prompt = f"""
        Clinical Analysis - CONFIDENTIAL:
        Patient Age: {patient_data['age']}
        Symptoms: {patient_data['symptoms']}
        Medical History: {patient_data['history']}
        Current Medications: {patient_data['medications']}
        Vital Signs: {patient_data['vitals']}

        Provide:
        1. Differential diagnosis (top 5 possibilities)
        2. Recommended diagnostic tests
        3. Treatment considerations
        4. Risk stratification
        5. Follow-up recommendations

        Note: This is AI assistance, not medical advice.
        """

        async with aiohttp.ClientSession() as session:
            async with session.post(
                f"{self.endpoint}/api/generate",
                json={
                    "model": "wizardlm:30b",
                    "prompt": prompt,
                    "stream": False
                },
                headers={
                    "Authorization": "Bearer {hipaa_token}",
                    "X-Patient-ID": patient_data['id']
                }
            ) as response:
                result = await response.json()
                return result['response']

    async def drug_interaction_check(self, medications):
        prompt = f"""
        Pharmacological Analysis:
        Current Medications: {medications}

        Analyze for:
        - Drug-drug interactions
        - Contraindications
        - Dosage adjustments
        - Alternative medications
        - Patient safety alerts

        Provide clinical pharmacist recommendations.
        """

        # Implementation with audit logging
        return await self._generate_with_audit(prompt)

HIPAA Compliance Features

• • End-to-end encryption of PHI
• • Audit logging for all interactions
• • Role-based access controls
• • Data retention policy compliance
• • Secure backup and recovery