Update app.py

app.py

@@ -428,55 +428,55 @@ def analyze_google_fit(resume_summary):
         This candidate
         """
     
-        try:
-            # Generate the assessment using T5
-            assessment_results = models['evaluator'](
-                prompt, 
-                max_length=300,
-                do_sample=True,
-                temperature=0.75,  # Slightly higher temperature for more evaluative content
-                num_return_sequences=3
-            )
-    
-            # Find the best response
-            best_assessment = None
-            for result in assessment_results:
-                text = result['generated_text'].strip()
+    try:
+        # Generate the assessment using T5
+        assessment_results = models['evaluator'](
+            prompt, 
+            max_length=300,
+            do_sample=True,
+            temperature=0.75,  # Slightly higher temperature for more evaluative content
+            num_return_sequences=3
+        )
+    
+        # Find the best response
+        best_assessment = None
+        for result in assessment_results:
+            text = result['generated_text'].strip()
         
-                # Clean up and check if valid
-                text = re.sub(r'Generate a professional expert assessment.*?Overall match:.*?%\.', '', text, flags=re.DOTALL)
-                text = re.sub(r'Write an evaluative assessment.*?This candidate', 'This candidate', text, flags=re.DOTALL)
+            # Clean up and check if valid
+            text = re.sub(r'Generate a professional expert assessment.*?Overall match:.*?%\.', '', text, flags=re.DOTALL)
+            text = re.sub(r'Write an evaluative assessment.*?This candidate', 'This candidate', text, flags=re.DOTALL)
         
-                # Check if it's a good response - looking for evaluative language
-                if (text.lower().startswith("this candidate") and 
-                    len(text) > 100 and 
-                    ("would" in text.lower() or "could" in text.lower() or "should" in text.lower() or 
-                     "needs" in text.lower() or "requires" in text.lower() or "lacks" in text.lower())):
-                    best_assessment = text
-                    break
+            # Check if it's a good response - looking for evaluative language
+            if (text.lower().startswith("this candidate") and 
+                len(text) > 100 and 
+                ("would" in text.lower() or "could" in text.lower() or "should" in text.lower() or 
+                    "needs" in text.lower() or "requires" in text.lower() or "lacks" in text.lower())):
+                best_assessment = text
+                break
     
-            # Use the best response or the first one if none were ideal
-            if best_assessment:
-                assessment = best_assessment
-            else:
-                # Use first response but clean it up
-                text = assessment_results[0]['generated_text']
-                text = re.sub(r'Generate a professional expert assessment.*?Overall match:.*?%\.', '', text, flags=re.DOTALL)
-                text = re.sub(r'Write an evaluative assessment.*?This candidate', 'This candidate', text, flags=re.DOTALL)
+        # Use the best response or the first one if none were ideal
+        if best_assessment:
+            assessment = best_assessment
+        else:
+            # Use first response but clean it up
+            text = assessment_results[0]['generated_text']
+            text = re.sub(r'Generate a professional expert assessment.*?Overall match:.*?%\.', '', text, flags=re.DOTALL)
+            text = re.sub(r'Write an evaluative assessment.*?This candidate', 'This candidate', text, flags=re.DOTALL)
         
-                # Remove numbering or bullets if present
-                text = re.sub(r'[-•]\s', '', text)
-                text = re.sub(r'\d\.\s', '', text)
+            # Remove numbering or bullets if present
+            text = re.sub(r'[-•]\s', '', text)
+            text = re.sub(r'\d\.\s', '', text)
         
-                if not text.lower().startswith("this candidate"):
-                    text = "This candidate " + text
+            if not text.lower().startswith("this candidate"):
+                text = "This candidate " + text
             
-                assessment = text
+            assessment = text
         
-        except Exception as e:
-            # Fall back to manual assessment - making this more evaluative
-            print(f"Error in T5 assessment generation: {e}")
-            assessment = f"""This candidate shows promise in {top_category} but would need significant development in {weak_category} to meet Google's standards. Their technical skills in {skills_text} align with Google's engineering needs, but they would benefit from developing stronger problem-solving capabilities and a more innovative approach to complex challenges. At {match_percentage}%, they could become a more competitive candidate with targeted improvement in these areas."""
+    except Exception as e:
+        # Fall back to manual assessment - making this more evaluative
+        print(f"Error in T5 assessment generation: {e}")
+        assessment = f"""This candidate shows promise in {top_category} but would need significant development in {weak_category} to meet Google's standards. Their technical skills in {skills_text} align with Google's engineering needs, but they would benefit from developing stronger problem-solving capabilities and a more innovative approach to complex challenges. At {match_percentage}%, they could become a more competitive candidate with targeted improvement in these areas."""
     
     # Final cleanup
     # Remove any remaining artifacts or formatting