Upload app.py

app.py

@@ -50,36 +50,41 @@ class IntermittentFastingPlan(BaseModel):
 # ----- Prompt Template -----
 prompt_template = Template(
     """
-You are a top nutritionist. Based on the user's profile, create a personalized one-day meal plan. The user follows the "$meal_plan_type" pattern, so design the plan accordingly.
+You are a top nutritionist specializing in personalized meal planning. Based on the user's profile, create a personalized one-day meal plan that STRICTLY adheres to their dietary preferences and COMPLETELY EXCLUDES any ingredients they are allergic to. The user follows the "$meal_plan_type" pattern.
+
+IMPORTANT DIETARY GUIDELINES:
+1. STRICTLY follow the user's dietary preference: $dietary_preference
+2. ABSOLUTELY AVOID any ingredients listed in allergies/restrictions: $allergies
+   - Double-check each ingredient to ensure NO allergens are included
+   - If an ingredient could contain hidden allergens, choose a safe alternative
 
 Meal Plan Type Guide:
 - "3 meals/day" → breakfast, lunch, dinner
 - "4 meals/day" → breakfast, lunch, snack, dinner
 - "Intermittent fasting (2 meals)" → lunch, dinner
 
-Each meal should have **3 flexible options**:
-- low budget
-- medium budget
-- high budget
+Each meal should have **3 flexible options** while maintaining dietary requirements:
+- low budget (affordable while meeting dietary needs)
+- medium budget (balanced options within dietary restrictions)
+- high budget (premium ingredients following dietary preferences)
 
 Each option must include:
-- Meal name
-- Ingredients
+- Meal name (clearly indicating it follows dietary preferences)
+- Ingredients (all safe and compliant with dietary restrictions)
 - Cooking steps
 - Basic nutrition info (calories, protein, carbs, fat)
-- Short reason for choosing this meal based on the user's chosen package
+- Short reason for choosing this meal based on the user's chosen package and dietary needs
 
 User Profile:
 - Age group: $age_group
 - Height: $height inches
 - Weight: $weight lbs
 - Gender: $gender
-- Meal Plan Type: $meal_plan_type
-- Dietary Preference: $dietary_preference
-- Allergies or restrictions: $allergies
+- Dietary preference: $dietary_preference (STRICT ADHERENCE REQUIRED)
+- Allergies or restrictions: $allergies (MUST BE COMPLETELY AVOIDED)
 - Goal/package: $package
 
-Output format must be clean and JSON-like, without extra keys. Just the meals as per plan type with 3 budget-based options each.
+Output format must be clean and JSON-like, without extra keys. Just the meals as per plan type with 3 budget-based options each. Every meal MUST comply with dietary preferences and exclude allergens.
 """
 )