Update app.py

app.py

@@ -107,35 +107,6 @@ def find_matching_words(sentence1, sentence2):
 
 
 
-matching_bigrams_list = []
-combined_words_list = []
-
-for paraphrase in paraphrases:
-    # Find matching words
-    matching_words = find_matching_words(main_sentence, paraphrase)
-    matching_bigrams_list.append(matching_words)
-
-    def combine_matching_bigrams(matching_bigrams):
-        combined_words = []
-        combined_word = ""
-
-        for i, bigram in enumerate(matching_bigrams):
-            if i == 0:
-                combined_word += ' '.join(bigram)
-            elif bigram[0] == matching_bigrams[i-1][1]:
-                combined_word += ' ' + bigram[1]
-            else:
-                combined_words.append(combined_word)
-                combined_word = ' '.join(bigram)
-
-        # Append the last combined word
-        combined_words.append(combined_word)
-
-        return combined_words
-
-    # Combine matching bigrams into single words
-    combined_words = combine_matching_bigrams(matching_words)
-    combined_words_list.append(combined_words)
 
 def remove_overlapping(input_set):
     sorted_set = sorted(input_set, key=len, reverse=True)
@@ -162,21 +133,6 @@ def find_longest_match(string1, string2):
     
     return longest_match
 
-common_substrings = set()
-highlighted_text = []
-
-for i in combined_words_list[0]:
-    for j in combined_words_list[1]:
-        for k in combined_words_list[2]:
-            for l in combined_words_list[3]:
-                for m in combined_words_list[4]:
-                    matching_portion = find_longest_match(i, j)
-                    matching_portion = find_longest_match(matching_portion, k)
-                    matching_portion = find_longest_match(matching_portion, l)
-                    matching_portion = find_longest_match(matching_portion, m)
-                    if matching_portion:
-                        common_substrings.add(matching_portion)
-
 
 
 
@@ -203,17 +159,66 @@ else:
 
 main_sentence = check
 
+
 st.markdown("**Main Sentence**:")
 st.write(main_sentence)
 
 # Generate paraphrases
 paraphrases = paraphrase(main_sentence)
 
-# Extracting longest common sequences
-longest_common_sequences = find_longest_common_sequences(main_sentence, paraphrases)
+matching_bigrams_list = []
+combined_words_list = []
+
+for paraphrase in paraphrases:
+    # Find matching words
+    matching_words = find_matching_words(main_sentence, paraphrase)
+    matching_bigrams_list.append(matching_words)
+
+    def combine_matching_bigrams(matching_bigrams):
+        combined_words = []
+        combined_word = ""
+
+        for i, bigram in enumerate(matching_bigrams):
+            if i == 0:
+                combined_word += ' '.join(bigram)
+            elif bigram[0] == matching_bigrams[i-1][1]:
+                combined_word += ' ' + bigram[1]
+            else:
+                combined_words.append(combined_word)
+                combined_word = ' '.join(bigram)
+
+        # Append the last combined word
+        combined_words.append(combined_word)
+
+        return combined_words
+
+    # Combine matching bigrams into single words
+    combined_words = combine_matching_bigrams(matching_words)
+    combined_words_list.append(combined_words)
+
+common_substrings = set()
+highlighted_text = []
+
+for i in combined_words_list[0]:
+    for j in combined_words_list[1]:
+        for k in combined_words_list[2]:
+            for l in combined_words_list[3]:
+                for m in combined_words_list[4]:
+                    matching_portion = find_longest_match(i, j)
+                    matching_portion = find_longest_match(matching_portion, k)
+                    matching_portion = find_longest_match(matching_portion, l)
+                    matching_portion = find_longest_match(matching_portion, m)
+                    if matching_portion:
+                        common_substrings.add(matching_portion)
+
+
+                        
+
+# # Extracting longest common sequences
+# longest_common_sequences = find_longest_common_sequences(main_sentence, paraphrases)
 
-color_palette = ["#FF0000", "#008000", "#0000FF", "#FF00FF", "#00FFFF"]
-highlighted_sentences = []
+# color_palette = ["#FF0000", "#008000", "#0000FF", "#FF00FF", "#00FFFF"]
+# highlighted_sentences = []
 
                         
 highlighted_sentence = main_sentence