Update app.py

app.py

@@ -61,8 +61,9 @@ def find_exact_match(df1, df2, column_name):
     matches = pd.merge(df1, df2, on=column_name, how='inner')
     return matches
 
+
 def find_similar_texts(df1, df2, column_name, threshold=0.4):
-    # Find rows with similar texts in the specified column, including exact matches
+    # Find rows with similar texts in the specified column, excluding exact matches
     similar_texts = []
     exact_matches = []
 
@@ -92,13 +93,14 @@ def find_similar_texts(df1, df2, column_name, threshold=0.4):
                 if similarity_score >= threshold:
                     if similarity == 1:  # Exact match
                         exact_matches.append((i, j, row1[column_name], row2[column_name]))
-                    if  similarity >= threshold and similarity < 1: #remove same
+                    else:  # Similar but not the same
                         similar_texts.append((i, j, row1[column_name], row2[column_name]))
     
     return similar_texts, exact_matches
 
 
 
+
 def main():
     st.title("Item Comparison App")