Create app.py

app.py

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+import gradio as gr
+import anthropic
+import os
+
+# Function to call Claude AI API and get a personalized meal plan
+def get_meal_plan(fasting_sugar, pre_meal_sugar, post_meal_sugar, dietary_preferences):
+    anti_api_key = os.getenv('claude_api')  # Replace with your actual API key or environment variable
+    client = anthropic.Anthropic(api_key=anti_api_key)
+    
+    # Define the prompt to send to Claude AI
+    prompt = (
+        f"My fasting sugar level is {fasting_sugar} mg/dL, "
+        f"my pre-meal sugar level is {pre_meal_sugar} mg/dL, "
+        f"and my post-meal sugar level is {post_meal_sugar} mg/dL. "
+        f"My dietary preferences are {dietary_preferences}. "
+        "Please provide a personalized meal plan that can help me manage my blood sugar levels effectively."
+    )
+    
+    # Call Claude AI API
+    message = client.messages.create(
+        model="claude-3-5-sonnet-20240620",
+        max_tokens=250,
+        temperature=0.7,
+        system="You are a world-class nutritionist who specializes in diabetes management.",
+        messages=[
+            {
+                "role": "user",
+                "content": prompt
+            }
+        ]
+    )
+    
+    raw_context = message.content
+    meal_plan = raw_context[0].text
+    return meal_plan
+
+# Gradio interface
+def generate_meal_plan(fasting_sugar, pre_meal_sugar, post_meal_sugar, dietary_preferences):
+    meal_plan = get_meal_plan(fasting_sugar, pre_meal_sugar, post_meal_sugar, dietary_preferences)
+    return meal_plan
+
+with gr.Blocks() as demo:
+    gr.Markdown("# Glucose Guardian")
+    gr.Markdown("**Glucose Guardian** is a personalized meal planning tool designed specifically for diabetic patients. By entering your sugar levels and dietary preferences, Glucose Guardian generates meal plans that are tailored to help you manage your blood sugar levels effectively.")
+    
+    with gr.Row():
+        fasting_sugar = gr.Number(label="Fasting Sugar Levels (mg/dL)", value=0, min=0, max=500, step=1)
+        pre_meal_sugar = gr.Number(label="Pre-Meal Sugar Levels (mg/dL)", value=0, min=0, max=500, step=1)
+        post_meal_sugar = gr.Number(label="Post-Meal Sugar Levels (mg/dL)", value=0, min=0, max=500, step=1)
+    
+    dietary_preferences = gr.Textbox(label="Dietary Preferences (e.g., vegetarian, low-carb)")
+    
+    meal_plan_output = gr.Markdown()
+    
+    generate_button = gr.Button("Generate Meal Plan")
+    generate_button.click(fn=generate_meal_plan, inputs=[fasting_sugar, pre_meal_sugar, post_meal_sugar, dietary_preferences], outputs=meal_plan_output)
+    
+demo.launch()