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app.py

@@ -3726,13 +3726,21 @@ def ai_recommend_outfits(payload: dict[str, Any] = Body(default_factory=dict)) -
             "engine_version": "scoring-v2",
         }
 
-    if occasion == "wedding":
+    is_wedding = str(occasion or "").strip().lower() == "wedding"
+    if is_wedding:
         others_only = [
             i for i in wardrobe_items
             if i.get("type") == "others" or i.get("type") not in {"topwear", "bottomwear"}
         ]
         if others_only:
-            wardrobe_items = _filter_garments_for_wedding(others_only)
+            wedding_filtered = _filter_garments_for_wedding(others_only)
+            for item in wedding_filtered:
+                item["type"] = "others"
+            wardrobe_items = wedding_filtered
+        else:
+            wardrobe_items = []
+        top_selected_raw = None
+        bottom_selected_raw = None
 
     top_selected    = _normalize_wardrobe_item(top_selected_raw)    if isinstance(top_selected_raw,    dict) else None
     bottom_selected = _normalize_wardrobe_item(bottom_selected_raw) if isinstance(bottom_selected_raw, dict) else None
@@ -3766,6 +3774,40 @@ def ai_recommend_outfits(payload: dict[str, Any] = Body(default_factory=dict)) -
         if i.get("type") == "others" or i.get("type") not in {"topwear", "bottomwear"}
     ]
 
+    if is_wedding:
+        if other_selected and (
+            other_selected.get("type") == "others"
+            or other_selected.get("type") not in {"topwear", "bottomwear"}
+        ):
+            return _maybe_cache(_fallback_rule_recommendations(
+                occasion=occasion,
+                case_name="E",
+                tops=[],
+                bottoms=[],
+                others=[other_selected],
+                top_k=max(1, min(top_k, 20)),
+                include_pair_outfits=False,
+                include_other_outfits=True,
+            ))
+        if all_others:
+            return _maybe_cache(_fallback_rule_recommendations(
+                occasion=occasion,
+                case_name="E",
+                tops=[],
+                bottoms=[],
+                others=all_others,
+                top_k=max(1, min(top_k, 20)),
+                include_pair_outfits=False,
+                include_other_outfits=True,
+            ))
+        return _maybe_cache({
+            "occasion": occasion, "case": "A",
+            "selected_outfit_score": None, "recommendations": [],
+            "total_combinations_checked": 0,
+            "notice": "Add at least one item in Others to get wedding recommendations.",
+            "engine_version": "scoring-v2",
+        })
+
     if other_selected and (other_selected.get("type") == "others" or other_selected.get("type") not in {"topwear", "bottomwear"}):
         return _maybe_cache(_fallback_rule_recommendations(
             occasion=occasion,