Update app.py

app.py

@@ -97,21 +97,27 @@ def generate_summary(info, ratios):
     elif ratios['P/E Ratio'] > 30 and ratios['P/B Ratio'] > 5 and ratios['PEG Ratio'] > 2.0:
         recommendation = "Sell"
 
-    prompt = (
-        f"Company: {info['Name']}\n"
+    # Much better structured prompt
+    report = (
+        f"Company Overview:\n"
+        f"Name: {info['Name']}\n"
         f"Industry: {info['Industry']}\n"
         f"Sector: {info['Sector']}\n"
-        f"Market Cap: ${info['Market Cap']:,.2f}\n"
+        f"Market Cap: ${info['Market Cap']:,.2f}\n\n"
+        f"Financial Metrics:\n"
         f"P/E Ratio: {ratios['P/E Ratio']:.2f}\n"
         f"P/S Ratio: {ratios['P/S Ratio']:.2f}\n"
         f"P/B Ratio: {ratios['P/B Ratio']:.2f}\n"
         f"PEG Ratio: {ratios['PEG Ratio']:.2f}\n"
-        f"Dividend Yield: {ratios['Dividend Yield (%)']:.2f}%\n"
-        f"\nProvide a financial analysis of this company based on the above information. Also mention the recommended investment action: {recommendation}."
+        f"Dividend Yield: {ratios['Dividend Yield (%)']:.2f}%\n\n"
+        f"Recommended Investment Action: {recommendation}.\n\n"
+        f"Please provide a detailed financial analysis based on the information above."
     )
-    summary = summarizer(prompt, max_length=220, min_length=100, do_sample=False)[0]['summary_text']
+
+    summary = summarizer(report, max_length=250, min_length=100, do_sample=False)[0]['summary_text']
     return summary
 
+
 # (Rest of the code remains the same)
 def calculate_ratios(market_cap, total_revenue, price, dividend_amount, assumed_eps=5.0, growth_rate=0.1, book_value=500000000):
     pe_ratio = price / assumed_eps if assumed_eps else 0