Update app.py

app.py

@@ -1939,22 +1939,23 @@ async def process_incoming_message(from_number: str, msg: dict):
 
         if products:
             logger.info(f"[Process] Product name detected: '{message_body}' -> Found {len(products)} products")
-            # If single product found, show it directly
-            if len(products) == 1:
-                selected_product = products[0]
-                product_name = selected_product.get('Product Name', 'Unknown')
-                logger.info(f"[Process] Single product found: {product_name}")
-                context_manager.update_context(
-                    from_number, 
-                    current_product=selected_product, 
-                    current_state='product_inquiry',
-                    current_menu='product_inquiry',
-                    current_menu_options=list(MENU_CONFIG['product_inquiry']['option_descriptions'].values())
-                )
-                # Always send image+caption if possible, else text
-                logger.info(f"[DEBUG] Calling send_product_image_with_caption for: {product_name}")
-                await send_product_image_with_caption(from_number, selected_product, user_context)
-                return
+            # Show ONLY the highest probability match (first product after sorting by score)
+            selected_product = products[0]  # Get the highest scored product
+            product_name = selected_product.get('Product Name', 'Unknown')
+            product_score = selected_product.get('_score', 0)
+            logger.info(f"[Process] Highest probability product: {product_name} (score: {product_score})")
+            
+            context_manager.update_context(
+                from_number, 
+                current_product=selected_product, 
+                current_state='product_inquiry',
+                current_menu='product_inquiry',
+                current_menu_options=list(MENU_CONFIG['product_inquiry']['option_descriptions'].values())
+            )
+            # Always send image+caption if possible, else text
+            logger.info(f"[DEBUG] Calling send_product_image_with_caption for: {product_name}")
+            await send_product_image_with_caption(from_number, selected_product, user_context)
+            return
 
         else:
             # Enhanced "not found" response with veterinary suggestions
@@ -3253,18 +3254,18 @@ def is_valid_menu_selection(selection: str, current_state: str, user_context: di
 def generate_veterinary_welcome_message(phone_number=None, user_context=None):
     """Generate veterinary welcome message"""
     return (
-        "🏥 *Welcome to Apex Biotical Veterinary Assistant*\n\n"
+        "🏥 Welcome to Apex Biotical Solutions Veterinary Virtual Assistant\n\n"
         "How can I help you today?\n\n"
-        "📋 *Main Menu:*\n"
-        "1️⃣ Search Veterinary Products\n"
+        "📋 Main Menu:\n"
+        "1️⃣ Complete Products List\n"
         "2️⃣ Browse Categories\n"
         "3️⃣ Download Catalog\n"
         "4️⃣ Chat with Veterinary AI Assistant\n\n"
-        "💬 *Quick Actions:*\n"
-        "• Type a product name (e.g., 'hydropex', 'respira aid plus')\n"
-        "• Ask about symptoms (e.g., 'respiratory problems', 'liver support')\n"
-        "• Search by category (e.g., 'antibiotics', 'vitamins')\n\n"
-        "🎤 *Voice messages are supported!*\n"
+        "💬 Quick Actions:\n"
+        "* Type a product name (e.g., 'hydropex', 'respira aid plus')\n"
+        "* Ask about symptoms (e.g., 'respiratory problems', 'liver support')\n"
+        "* Search by category (e.g., 'antibiotics', 'vitamins')\n\n"
+        "🎤 Voice messages are supported!\n"
         "You can speak product names, menu numbers, or ask questions."
     )