debugs

app.py

@@ -361,19 +361,35 @@ def analyze_candidates(job_description: str) -> str:
             })
 
             # Add verification warnings if factuality score < 0.8
+            # Verify culture analysis
+            culture_verification = verify_analysis(culture_fit, [resume_text, cultural_requirements])
+            print(f"DEBUG - Culture verification: {culture_verification}")
+
+            # Verify skills analysis  
+            skills_verification = verify_analysis(skills_fit, [resume_text, skills, job_description])
+            print(f"DEBUG - Skills verification: {skills_verification}")
+
+            # Add verification warnings if factuality score < 1
             verification_notes = ""
+            print(f"DEBUG - Culture score: {culture_verification['factuality_score']}, Skills score: {skills_verification['factuality_score']}")
+
             if culture_verification["factuality_score"] < 1 or skills_verification["factuality_score"] < 1:
                 verification_notes = "\n\n🔍 FACT CHECK RESULTS:"
-    
-                if culture_verification["unverified_claims"]:
+                print("DEBUG - Adding verification notes")
+                
+                if culture_verification.get("unverified_claims"):
                     verification_notes += f"\n\nCULTURE ANALYSIS - Unverified claims:"
-                    for claim in culture_verification["unverified_claims"][:3]:  # Show max 3
+                    for claim in culture_verification["unverified_claims"][:3]:
                         verification_notes += f"\n✗ {claim}"
-    
-                if skills_verification["unverified_claims"]:
+                
+                if skills_verification.get("unverified_claims"):
                     verification_notes += f"\n\nSKILLS ANALYSIS - Unverified claims:"
-                    for claim in skills_verification["unverified_claims"][:3]:  # Show max 3
+                    for claim in skills_verification["unverified_claims"][:3]:
                         verification_notes += f"\n✗ {claim}"
+            else:
+                print("DEBUG - No verification notes added")
+
+            print(f"DEBUG - Final verification_notes: '{verification_notes}'")
             
             # Append the analysis for this candidate to the consolidated analyses
             consolidated_analyses.append(f"""