Update app.py

app.py

@@ -211,7 +211,7 @@ 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 how to summarize adverse growth data for a given country with GDP as the theme:
+    Here is an example of how to summarize adverse growth data:
     
     Example for France (GDP):
     Country: France
@@ -220,26 +220,25 @@ def generate_text(df, country, theme):
     Adverse 2022: -1.195906
     Adverse Cumulative: -3.573762
     
-    The theme is GDP.
     Summary:
     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, use the following data for {theme} in {country} to generate a summary:
+    Now summarize the following data for {theme} in {country}:
     {row_str}
     
     The theme is {theme}. For the data provided:
-    - Highlight any improvement or worsening compared to previous years.
-    - Include a cumulative result if applicable.
-    - Use the terms 'increase' and 'decrease' to describe the changes.
-    - Ensure that the summary reflects the data accurately and follows the pattern of the example.
+    - Mention if the values have increased or decreased compared to previous years.
+    - Include the cumulative result if available.
+    - Follow the format in the example.
     
-    For instance, if the data shows an improvement or worsening trend, explicitly state this in the summary.
+    Ensure the summary reflects the changes in the values clearly.
     """
 
 
 
+
     # Generate the descriptive text using the model
-    result = table_to_text(prompt, max_length=200)[0]['generated_text']
+    result = table_to_text(prompt, max_length=200, temperature=0.7, top_p=0.9)[0]['generated_text']
     
     return result
 # Global variable