Update app.py

app.py

@@ -35,18 +35,21 @@ def convert_markdown_table_to_dataframe(md_content):
 
     return df
 
-def get_and_update_model_info(df):
+@st.cache
+def get_model_info(df):
     api = HfApi()
-    df['Likes'] = -1  # Default value for Likes
-    df['Tags'] = ''   # Default value for Tags
+
     for index, row in df.iterrows():
-        if pd.notnull(row['Model']):
-            model_info = cached_model_info(api, row['Model'].strip())
-            if model_info:
-                df.at[index, 'Likes'] = model_info.likes
-                df.at[index, 'Tags'] = ', '.join(model_info.tags)
+        model_info = cached_model_info(api, row['Model'].strip())
+        if model_info:
+            df.loc[index, 'Likes'] = model_info.likes
+            df.loc[index, 'Tags'] = ', '.join(model_info.tags)
+        else:
+            df.loc[index, 'Likes'] = -1
+            df.loc[index, 'Tags'] = ''
     return df
 
+
 def calculate_highest_combined_score(data, column):
     # Ensure the column exists and has numeric data
     if column not in data.columns or not pd.api.types.is_numeric_dtype(data[column]):