Upload app.py

Avoid suggesting tags already in the prompt.

app.py

@@ -366,7 +366,7 @@ def create_html_tables_for_tags(subtable_heading, word_similarity_tuples, tag2co
             tag_element = f"<a href='{wiki_url}' target='_blank' title='{wiki_entry}'>{word_with_escaped_parentheses}</a>"
         else:
             # Display the word without any hyperlink or tooltip
-            tag_element = word
+            tag_element = word_with_escaped_parentheses
         # Include the tag element in the table row
         html_str += f"<tr><td style='border: none; padding: 5px; height: 20px;'>{tag_element}</td><td style='border: none; padding: 5px; height: 20px;'>{round(sim, 3)}</td><td style='border: none; padding: 5px; height: 20px;'>{count}</td></tr>"
 
@@ -488,8 +488,6 @@ def find_similar_tags(test_tags, similarity_weight, allow_nsfw_tags):
         end_pos = tag_info['end_pos']
         node_type = tag_info['node_type']
         
-        #print(original_tag, modified_tag, start_pos, end_pos)
-        
         if modified_tag in special_tags:
             bad_entities.append({"entity":"Special", "start":start_pos, "end":end_pos})
             continue
@@ -623,7 +621,8 @@ def find_similar_artists(original_tags_string, top_n, similarity_weight, allow_n
 
         suggested_tags_html_content += "<h1>Suggested Tags</h1>"  # Heading for the table
         suggested_tags = get_tfidf_reduced_similar_tags([item["artist_matrix_tag"] for item in tag_data], allow_nsfw_tags)
-        topnsuggestions = list(islice(suggested_tags.items(), 100))
+        suggested_tags_filtered = OrderedDict((k, v) for k, v in suggested_tags.items() if k not in [entry["original_tag"] for entry in tag_data])        
+        topnsuggestions = list(islice(suggested_tags_filtered.items(), 100))
         suggested_tags_html_content += create_html_tables_for_tags("Suggested Tag", topnsuggestions, find_similar_tags.tag2count, find_similar_tags.tag2idwiki)
 
         #Artist stuff