Update app.py

app.py

@@ -358,20 +358,26 @@ def extract_problem_domains(df,
                 console_messages.append(f"Processing cluster {i}")
                 console_messages.append(f"Center shape: {center.shape}, type: {type(center)}")
                 
+
                 if isinstance(center, np.ndarray) and center.ndim == 1:
                     # Ensure center.argsort() returns a numpy array
-                    top_word_indices = center.argsort()[-top_words:][::-1]
-                    # top_word_indices = center.argsort()[-top_words:][::-1].tolist()
-
-                    if isinstance(top_word_indices, np.ndarray):
-                        top_word_indices = top_word_indices.tolist()
+                    sorted_indices = center.argsort()
+                    if isinstance(sorted_indices, np.ndarray):
+                        sorted_indices = sorted_indices.tolist()
+                    
+                    # Extract top word indices
+                    top_word_indices = sorted_indices[-top_words:][::-1]
                     
+                    # Debug output
+                    console_messages.append(f"Sorted indices: {sorted_indices}")
                     console_messages.append(f"Top word indices for cluster {i}: {top_word_indices}")
+    
                     top_words = [feature_names[index] for index in top_word_indices]
                     console_messages.append(f"Top words: {top_words}")
                     cluster_representations[i] = top_words
                 else:
                     console_messages.append(f"Error: Cluster center is not a 1D array for cluster {i}")
+                    
                 
                 
             except Exception as e: