Update app.py

app.py

@@ -211,29 +211,29 @@ def generate_text(df, country, theme):
     Summarize the adverse growth for {theme} in {country}. Highlight any increase or decrease compared to previous years and include the cumulative result.
     """
     prompt = f"""
-    Here is an example of a summary:
+    Here is an example of how to summarize adverse growth data for a given country with GDP as the theme:
     
-    For France (GDP):
+    Example for France (GDP):
+    Country: France
     Adverse 2020: -0.427975
     Adverse 2021: -1.987167
     Adverse 2022: -1.195906
     Adverse Cumulative: -3.573762
     
+    The theme is GDP.
     Summary:
-    In the adverse scenario, the growth for GDP in France was -0.427975% in 2020, worsened to -1.987167% in 2021, and slightly improved to -1.195906% in 2022. The cumulative adverse growth is -3.573762%.
+    In the adverse scenario, the growth for GDP in France decreased by -0.427975% in 2020, worsened further by -1.987167% in 2021, and slightly improved by -1.195906% in 2022. The cumulative adverse growth is -3.573762%.
     
-    Now summarize the following data for {theme} in {country}:
+    Now, summarize the data for {theme} in {country}:
     {row_str}
     
-    The theme is {theme}. Please:
-    - Describe how the values changed each year.
-    - Mention the cumulative result if available.
-    - Use terms like 'increase' or 'decrease' based on the trends.
+    Make sure to highlight changes compared to previous years, include the cumulative result if applicable and use 'increase' or 'decrease' to describe changes.
     """
 
 
 
 
+
     # Generate the descriptive text using the model
     result = table_to_text(prompt, max_length=200, temperature=0.7, top_p=0.9)[0]['generated_text']