Update app.py

app.py

@@ -154,55 +154,37 @@ def healthcare_software_trend_analyzer(product_keyword: str, timeframe: str = 't
         "Medical Billing Software", "Practice Management Software",
         "Remote Patient Monitoring", "Healthcare CRM", "Medical Imaging Software","Sig", "Patient Instructions"
     ]
-    max_retries = 3
-    base_delay = 60  # 60 seconds base delay
-    
-    for attempt in range(max_retries):
-        try:
-            pytrends = TrendReq(hl='en-US', tz=360, timeout=(10,25), retries=2, backoff_factor=0.1)
-            pytrends.build_payload([product_keyword], timeframe=timeframe, geo=geo)
-            interest_over_time = pytrends.interest_over_time()
-            
-             # Suggest category if not in list
-            if product_keyword not in HEALTHCARE_SOFTWARE_CATEGORIES:
-                suggestion = f"\nNote: '{product_keyword}' is not in our list of common healthcare software categories. Consider using one of these: {', '.join(HEALTHCARE_SOFTWARE_CATEGORIES)}\n"
-            else:
-                suggestion = ""
-    
-            # Google Trends analysis
-            pytrends = TrendReq(hl='en-US', tz=360)
-            pytrends.build_payload([product_keyword], timeframe=timeframe, geo=geo)
-            interest_over_time = pytrends.interest_over_time()
-            
-            # Calculate trend metrics
-            current_interest = interest_over_time[product_keyword].iloc[-1]
-            avg_interest = interest_over_time[product_keyword].mean()
-            trend_direction = "Increasing" if current_interest > avg_interest else "Decreasing"
-            
-            # Compile report
-            report = f"Healthcare Software Market Trend Analysis for '{product_keyword}':\n"
-            report += f"Timeframe: {timeframe}\n"
-            report += f"Region: {geo if geo else 'Worldwide'}\n\n"
-            report += f"Google Trends Analysis:\n"
-            report += f"- Current Interest: {current_interest:.2f}\n"
-            report += f"- Average Interest: {avg_interest:.2f}\n"
-            report += f"- Trend Direction: {trend_direction}\n"
-            report += suggestion
+     try:
+        # Suggest category if not in list
+        if product_keyword not in HEALTHCARE_SOFTWARE_CATEGORIES:
+            suggestion = f"\nNote: '{product_keyword}' is not in our list of common healthcare software categories. Consider using one of these: {', '.join(HEALTHCARE_SOFTWARE_CATEGORIES)}\n"
+        else:
+            suggestion = ""
+
+        # Google Trends analysis
+        pytrends = TrendReq(hl='en-US', tz=360)
+        pytrends.build_payload([product_keyword], timeframe=timeframe, geo=geo)
+        interest_over_time = pytrends.interest_over_time()
+        
+        # Calculate trend metrics
+        current_interest = interest_over_time[product_keyword].iloc[-1]
+        avg_interest = interest_over_time[product_keyword].mean()
+        trend_direction = "Increasing" if current_interest > avg_interest else "Decreasing"
         
-            
-            return report
+        # Compile report
+        report = f"Healthcare Software Market Trend Analysis for '{product_keyword}':\n"
+        report += f"Timeframe: {timeframe}\n"
+        report += f"Region: {geo if geo else 'Worldwide'}\n\n"
+        report += f"Google Trends Analysis:\n"
+        report += f"- Current Interest: {current_interest:.2f}\n"
+        report += f"- Average Interest: {avg_interest:.2f}\n"
+        report += f"- Trend Direction: {trend_direction}\n"
+        report += suggestion
         
-        except Exception as e:
-            if "quota" in str(e).lower() or "429" in str(e):
-                if attempt < max_retries - 1:
-                    delay = base_delay * (2 ** attempt) + random.uniform(0, 10)
-                    time.sleep(delay)
-                else:
-                    return f"❌ Rate limit exceeded. Please try again later."
-            else:
-                return f"❌ Error analyzing healthcare software market trends: {str(e)}"
-
-    return "❌ Failed to retrieve data after multiple attempts."
+        return report
+    
+    except Exception as e:
+        return f"❌ Error analyzing healthcare software market trends: {str(e)}"
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str: