Update app.py

app.py

@@ -98,8 +98,6 @@ def cosine_similarity(vec1, vec2):
     return float(np.dot(vec1, vec2) / (np.linalg.norm(vec1) * np.linalg.norm(vec2)))
 
 def segment_guided_object(image: Image.Image, object_label: str) -> Image.Image:
-    # --- CORRECTED PROMPT ---
-    # Use only the object name for a simpler, more effective prompt.
     prompt = f"a {object_label}."
     
     print(f"  [Segment] Using simple prompt: '{prompt}'")
@@ -185,24 +183,10 @@ def compare_items():
         payload = request.json
         query_item = payload['queryItem']
         search_list = payload['searchList']
-        print(f"\n[COMPARE] Received {len(search_list)} candidates for '{query_item.get('objectName')}'.")
+        print(f"\n[COMPARE] Received {len(search_list)} pre-filtered candidates for '{query_item.get('objectName')}'.")
         
-        # --- HIERARCHICAL FILTERING ---
-        query_label = query_item.get('canonicalLabel')
-        if query_label:
-            search_list = [item for item in search_list if item.get('canonicalLabel') == query_label]
-        print(f"  [FILTER] After object name: {len(search_list)} candidates remain.")
-
-        query_date_str = query_item.get('dateLost') or query_item.get('dateFound')
-        query_date = datetime.fromisoformat(query_date_str.replace('Z', '+00:00'))
-        one_week = timedelta(days=7)
-        search_list = [item for item in search_list if abs(query_date - datetime.fromisoformat((item.get('dateFound') or item.get('dateLost')).replace('Z', '+00:00'))) <= one_week]
-        print(f"  [FILTER] After date: {len(search_list)} candidates remain.")
-
-        query_location = query_item.get('locationLost') or query_item.get('locationFound')
-        if query_location and query_location != "Campus":
-            search_list = [item for item in search_list if (item.get('locationFound') or item.get('locationLost')) in [query_location, "Campus"]]
-        print(f"  [FILTER] After location: {len(search_list)} candidates for scoring.")
+        # --- HIERARCHICAL FILTERING BLOCK HAS BEEN REMOVED ---
+        # The service now proceeds directly to scoring.
 
         # --- SCORING ---
         results = []
@@ -257,4 +241,4 @@ def compare_items():
         return jsonify({"error": str(e)}), 500
         
 if __name__ == '__main__':
-    app.run(host='0.0.0.0', port=7860)
+    app.run(host='0.0.0.0', port=7860)