Update app.py

app.py

@@ -60,7 +60,7 @@ def calculate_similarity(word, other_words, model, threshold=0.5):
     return None, None
 
 
-def highlight_similar_paragraphs_with_colors(paragraphs, similarity_threshold=0.25):
+def highlight_similar_paragraphs_with_colors(paragraphs, similarity_threshold=0.75):
     model = SentenceTransformer('all-MiniLM-L6-v2')
     
     # Split each paragraph into sentences
@@ -195,7 +195,7 @@ def setTextVisibility(cbg, model_name_input):
     
     # Apply highlighting to all processed sentences, receiving one complete HTML string.
     highlighted_html = []
-    highlighted_html = highlight_similar_paragraphs_with_colors(sentences, similarity_threshold=0.05)
+    highlighted_html = highlight_similar_paragraphs_with_colors(sentences, similarity_threshold=0.75)
     
     
     result = []