Update app.py

app.py

@@ -46,7 +46,7 @@ except ImportError:
 if GEMINI_AVAILABLE and os.getenv("GOOGLE_API_KEY"):
     try:
         genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
-        gemini_model = genai.GenerativeModel('gemini-1.5-flash')
+        gemini_model = genai.GenerativeModel('gemini-2.0-flash')
     except Exception as e:
         print(f"Warning: Failed to initialize Gemini: {e}")
         GEMINI_AVAILABLE = False
@@ -386,30 +386,30 @@ Please install google-generativeai and configure GOOGLE_API_KEY for full AI feat
         
         # Prepare enhanced prompt with nutrition requirements
         prompt = f"""
-        As a comprehensive medical AI, provide a detailed professional medical assessment based on the following patient data. 
+        **As a comprehensive medical AI, provide a detailed professional medical assessment based on the following patient data**
         Format your response with clear headings and professional medical language:
 
-        PATIENT DEMOGRAPHICS:
-        - Name: {patient_info.get('name', 'Not provided')}
-        - Age: {patient_info.get('age', 'Not provided')} years
-        - Sex: {patient_info.get('sex', 'Not provided')}
-        - Weight: {patient_info.get('weight', 'Not provided')} kg
-        - Height: {patient_info.get('height', 'Not provided')} cm
+        ## PATIENT DEMOGRAPHICS:
+        -**Name:** {patient_info.get('name', 'Not provided')}
+        - **Age:** {patient_info.get('age', 'Not provided')} years
+        - **Sex:** {patient_info.get('sex', 'Not provided')}
+        - **Weight:** {patient_info.get('weight', 'Not provided')} kg
+        - **Height:** {patient_info.get('height', 'Not provided')} cm
         - {bmi_calculation}
 
-        CHIEF COMPLAINT:
+        ## CHIEF COMPLAINT:
         {patient_info.get('complaint', 'Not provided')}
 
-        MEDICAL HISTORY:
+        ## MEDICAL HISTORY:
         {patient_info.get('medical_history', 'Not provided')}
 
-        PHYSICAL EXAMINATION:
+        ## PHYSICAL EXAMINATION:
         {patient_info.get('examination', 'Not provided')}
 
-        HEART SOUNDS ANALYSIS:
+        ## HEART SOUNDS ANALYSIS:
         {patient_info.get('heartbeat_analysis', 'Not performed')}
 
-        INVESTIGATIONS:
+        ## INVESTIGATIONS:
         {patient_info.get('investigation_analysis', 'Not provided')}
 
         Please provide a comprehensive medical assessment with the following structure:
@@ -419,7 +419,7 @@ Please install google-generativeai and configure GOOGLE_API_KEY for full AI feat
         3. **RISK FACTORS ASSESSMENT** - Identify relevant risk factors
         4. **RECOMMENDED TREATMENT PLAN** - Detailed treatment approach
         5. **FOLLOW-UP RECOMMENDATIONS** - Specific follow-up plans
-        6. **NUTRITIONAL MANAGEMENT PLAN** - Detailed nutrition recommendations based on:
+        6. **NUTRITIONAL MANAGEMENT PLAN** - summerized nutrition recommendations based on:
            - Patient's current condition
            - Age and sex-specific requirements
            - Weight management if needed