Update app.py

app.py

@@ -672,18 +672,15 @@ def process_pdf(file):
         interview = build_interview(responsibilities, skills)
         result = {
             "file": os.path.basename(file.name),
-            "responsibilities": responsibilities,
-            "job_family": job_fam1['Job_family'].values[0],
-            "job_subfamily": job_fam1['Job_subfamily'].values[0],
+            "responsibilities": responsibilities, 
             "classified_job_family": job_family,
             **{f"Level_{i}_CCOG_{field}": occ_group.get(f"Level_{i}_CCOG_{field}")
                for i in range(1, 5) for field in ["code", "name", "desc"]},
             "qualification": qualification,
             "interview": interview,
             "skills": {
-                "file": os.path.basename(file.name),
-                "job_family": job_fam1['Job_family'].values[0],
-                "job_subfamily": job_fam1['Job_subfamily'].values[0],
+                "file": os.path.basename(file.name),                
+                "classified_job_family": job_family,
                 "skills": joined_skills
             }
         }
@@ -693,8 +690,7 @@ def process_pdf(file):
                    for i in range(1, 6) for field in ["code", "name", "desc"]},
                 "skills_esco": {
                     "file": os.path.basename(file.name),
-                    "job_family": job_fam1['Job_family'].values[0],
-                    "job_subfamily": job_fam1['Job_subfamily'].values[0],
+                    "classified_job_family": job_family,
                     "skills": joined_skills_esco
                 }
             })