Update app.py

app.py

@@ -107,7 +107,8 @@ def stock_research(symbol, eps=5.0, growth=0.1, book=500000000):
     elif ratios['P/E Ratio'] > 30 or ratios['Debt/Equity Ratio'] > 2.0 or ratios['Return on Equity (%)'] < 5:
         recommendation = "Sell"
 
-    # Detailed report for summarization
+        # Detailed report for summarization
+        # Build a full report
     report = (
         f"Company Overview:\n"
         f"Name: {info['Name']}\n"
@@ -125,17 +126,21 @@ def stock_research(symbol, eps=5.0, growth=0.1, book=500000000):
         f"Free Cash Flow: ${ratios['Free Cash Flow ($)']:,.2f}\n"
         f"Beta (Volatility): {ratios['Beta (Volatility)']}\n"
     )
-
-    # Summarize via Mistral
+    
+    # Summarize using Mistral
     summary_prompt = f"Summarize this financial report clearly and briefly:\n\n{report}"
-
     ai_summary = query_mistral(summary_prompt)
-
-    # Add recommendation inside financial health
-    financial_health = financial_health.append({\"Metric\": \"Recommendation\", \"Value\": recommendation}, ignore_index=True)
-
+    
+    # Add recommendation into financial health table
+    financial_health = pd.concat([
+        financial_health,
+        pd.DataFrame([{\"Metric\": \"Recommendation\", \"Value\": recommendation}])
+    ], ignore_index=True)
+    
+    # Return everything
     return ai_summary, info_table, ratios_table, financial_health, sector_comp, fig
 
+
 # Theme Selection
 selected_theme = os.getenv("APP_THEME", "light")
 if selected_theme == "dark":