added color mapping to similarity

modules/singlematch_result_table.py

@@ -96,6 +96,19 @@ def show_single_table(selected_project_index, projects_df, result_df):
         st.write("No results found!")
     else:
         result_df = result_df.reset_index(drop=True)
+        result_df['similarity'] = (result_df['similarity'] * 100).round(4)
+        def colorize(val):
+            if val > 80:
+                color = 'green'
+            elif val > 50:
+                color = 'orange'
+            else:
+                color = 'red'
+            return f'background-color: {color}'
+
+        # Apply the styling
+        result_df = result_df.style.applymap(colorize, subset=['similarity'])
+
         st.write("----------------------")
         st.subheader("Top 10 Similar Projects")
         st.dataframe(