Update app.py

app.py

@@ -62,7 +62,7 @@ def find_exact_matches(df1, df2, column_name):
     return matches
 
 
-def find_similar_texts(df1, df2, column_name, exact_matches, threshold=0.5):
+def find_similar_texts(df1, df2, column_name, exact_matches, threshold=0.3):
     # Find rows with similar texts in the specified column, excluding exact matches
     similar_texts = []
     exact_match_indices = set(exact_matches.index.tolist())
@@ -116,22 +116,24 @@ def main():
         warehouse_column = st.selectbox("Choose column from warehouse item stocks:", warehouse_columns)
         industry_column = st.selectbox("Choose column from industry item stocks:", industry_columns)
 
-        # Find exact matches
-        exact_matches = find_exact_matches(warehouse_df, industry_df, warehouse_column)
+        # Compare button
+        if st.button("Compare"):
+            # Find exact matches
+            exact_matches = find_exact_matches(warehouse_df, industry_df, warehouse_column)
 
-        # Find similar texts
-        similar_texts = find_similar_texts(warehouse_df, industry_df, warehouse_column, exact_matches)
+            # Find similar texts
+            similar_texts = find_similar_texts(warehouse_df, industry_df, warehouse_column, exact_matches)
 
-        # Display results
-        st.header("Exact Matches")
-        st.write(exact_matches)
+            # Display results
+            st.header("Exact Matches")
+            st.write(exact_matches)
 
-        st.header("Similar Texts")
-        for text_pair in similar_texts:
-            st.write(f"Row {text_pair[0]} in warehouse item stocks is similar to Row {text_pair[1]} in industry item stocks:")
-            st.write(f"Warehouse: {text_pair[2]}")
-            st.write(f"Industry: {text_pair[3]}")
-            st.write("")
+            st.header("Similar Texts")
+            for text_pair in similar_texts:
+                st.write(f"Row {text_pair[0]} in warehouse item stocks is similar to Row {text_pair[1]} in industry item stocks:")
+                st.write(f"Warehouse: {text_pair[2]}")
+                st.write(f"Industry: {text_pair[3]}")
+                st.write("")
 
 if __name__ == "__main__":
     main()