update

main.py

@@ -102,7 +102,7 @@ Follow these rules:
 
 1. Edit ONLY the body/clothing of the FIRST image.
 
-2. Replace ALL clothing with the items visible in the SECOND image.
+2. Replace ALL clothing with the items visible in the SECOND image (outfit photo).
 
 3. Keep the user's:
    - face
@@ -113,10 +113,34 @@ Follow these rules:
    - environment
    EXACTLY the same.
 
-4. IF a metadata description is given, use it to understand layers:
+4. OUTFIT PHOTO AND METADATA CONSIDERATION (CRITICAL):
-
+   
-   Metadata:
+   You MUST consider BOTH sources:
-   {metadata_text}
+   
+   A) SECOND IMAGE (OUTFIT PHOTO):
+      - Carefully examine ALL clothing items visible in the outfit photo
+      - Transfer EVERY piece of clothing from the outfit photo to the user photo
+      - Pay attention to the visual details: colors, patterns, textures, styles, fit, and layering
+      - Ensure all visible items (tops, bottoms, outerwear, accessories, etc.) are transferred
+   
+   B) METADATA:
+      The following metadata provides additional information about the outfit:
+      
+      Metadata:
+      {metadata_text}
+      
+      Use the metadata to:
+      - Identify and verify ALL items mentioned in the metadata are present in the outfit photo
+      - Understand the complete outfit composition and layering structure
+      - Ensure no items are missed - cross-reference metadata items with the outfit photo
+      - Apply any specific details from metadata (colors, patterns, materials, styles) that match the outfit photo
+      - If metadata mentions items not clearly visible in the photo, use metadata details to enhance accuracy
+   
+   C) COMBINE BOTH SOURCES:
+      - Use the outfit photo as the primary visual reference
+      - Use metadata to ensure completeness and accuracy
+      - Transfer ALL items that appear in the outfit photo AND are mentioned in metadata
+      - The final result should include every clothing item visible in the outfit photo, verified against the metadata
 
 5. Ensure:
    - realistic lighting
@@ -125,12 +149,15 @@ Follow these rules:
    - realism
    - no blending of people
    - no copying faces from the second image
+   - all items from both the outfit photo and metadata are properly integrated into the user photo
 
-6. Output ONE final edited image.
+6. Output ONE final edited image with ALL items from the outfit photo transferred to the user, ensuring all metadata items are also included.
 
 IMPORTANT:
 - FIRST = user_photo
 - SECOND = outfit_photo
+- You must use BOTH the outfit photo (visual reference) AND metadata (descriptive reference)
+- ALL items visible in the outfit photo AND mentioned in metadata must appear in the final image
 """
 
     # ---- Wrap image files ----