Update app.py

app.py

@@ -929,7 +929,7 @@ def process_pdf(file):
         formatted_skills = format_skill_cards(joined_skills)
         formatted_ccog = format_ccog_card(result_data['ccoq_levels'])
         formatted_esco_levels = format_esco_card(result_data['esco_levels'])
-        formatted_esco_skills = format_skill_cards(result_data['esco_skills'])
+        formatted_esco_skills = format_skill_cards(joined_skills_esco)
         
         
         return (
@@ -1015,9 +1015,9 @@ def generate_word_document(json_path: Optional[str]) -> str:
         "responsibilities": "No responsibilities extracted.",
         "classified_job_family": "No job family identified.",
         "qualification": ["No qualification information available."],
-        "interview": ["No interview questions generated."],
+        "interview_questions": ["No interview questions generated."],
         "skills": {"skills": [{"skill_name": "No skills identified", "description": "", "code": ""}]},
-        "skills_esco": {"skills": [{"skill_name": "No ESCO skills identified", "description": "", "code": ""}]}
+        "esco_skills": {"skills": [{"skill_name": "No ESCO skills identified", "description": "", "code": ""}]}
     }
 
     # Safely build the result dictionary with fallbacks
@@ -1027,10 +1027,10 @@ def generate_word_document(json_path: Optional[str]) -> str:
             "responsibilities": data.get("responsibilities", default_values["responsibilities"]),
             "classified_job_family": data.get("job_family", default_values["classified_job_family"]),
             "qualification": data.get("qualification", default_values["qualification"]),
-            "interview": data.get("interview", default_values["interview"]),
+            "interview_questions": data.get("interview_questions", default_values["interview_questions"]),
             "skills": data.get("skills", default_values["skills"]),
-            "skills_esco": data.get("skills_esco", default_values["skills_esco"]),
-            "ccog_levels": data.get("ccog_levels", {}),
+            "esco_skills": data.get("skills_esco", default_values["esco_skills"]),
+            "ccoq_levels": data.get("ccoq_levels", {}),
             "esco_levels": data.get("esco_levels", {})
         }
 
@@ -1076,32 +1076,35 @@ def generate_word_document(json_path: Optional[str]) -> str:
         if isinstance(skills_list, dict):
             skills_list = skills_list.get("skills", [])
         for skill in skills_list:
-            doc.add_paragraph(f"• {skill.get('skill_name', 'Unnamed Skill')}", style='List Bullet')
-
-            add_skill_detail("Importance:", skill.get('importance', 'N/A'))
+            doc.add_heading(f"• {skill.get('skill_name', 'Unnamed Skill')}", level=3)
+            add_skill_detail("Description:", skill.get('skill_description', 'N/A'))
+            add_skill_detail("Code:", skill.get('skill_code', 'N/A'))
             add_skill_detail("Type:", skill.get('type', 'N/A'))
+            add_skill_detail("Importance:", skill.get('importance', 'N/A'))
             add_skill_detail("Proficiency Level:", skill.get('proficiency_level', 'N/A'))
             add_skill_detail("Distinctive Elements:", skill.get('distinctive_elements', 'N/A'))
             add_skill_detail("Resume Signals:", skill.get('resume_signals', 'N/A'))
             add_skill_detail("Assessment Method:", skill.get('assessment_method', 'N/A'))
 
+        doc.add_page_break()
         doc.add_heading('Suggested Qualifications', level=2)
         for item in result['qualification']:
-            doc.add_paragraph(item, style='List Bullet')
+            doc.add_paragraph(item, style='Body Text')
 
         doc.add_heading('Suggested Interview Questions', level=2)
-        for item in result['interview']:
-            doc.add_paragraph(item, style='List Bullet')
+        for item in result['interview_questions']:
+            doc.add_paragraph(item, style='Body Text')
 
 
-        if result["ccog_levels"]:
+        if result["ccoq_levels"]:
             doc.add_heading('UN Common Classification of Occupational Groups', level=2)
-            for key, value in result["ccog_levels"].items():
+            for key, value in result["ccoq_levels"].items():
                     paragraph = doc.add_paragraph()
                     run = paragraph.add_run(f"{key}: ")
                     run.bold = True
                     paragraph.add_run(str(value))            
     
+        doc.add_page_break()
         if result["esco_levels"]:
             doc.add_heading('ESCO Framework Occupational Groups', level=2)
             for key, value in result["esco_levels"].items():
@@ -1113,20 +1116,22 @@ def generate_word_document(json_path: Optional[str]) -> str:
     
         
         # Skills (ESCO)
-        doc.add_heading('Mapped Skills (ESCO)', level=2)
-        esco_skills_list = result['skills_esco']
+        doc.add_heading('Skills (Mapped from ESCO)', level=2)
+        esco_skills_list = result['esco_skills']
         if isinstance(esco_skills_list, dict):
             esco_skills_list = esco_skills_list.get("skills", [])
         for skill in esco_skills_list:
-            doc.add_paragraph(f"• {skill.get('skill_name', 'Unnamed Skill')}", style='List Bullet')
-
-            add_skill_detail("Importance:", skill.get('importance', 'N/A'))
+            doc.add_heading(f"• {skill.get('skill_name', 'Unnamed Skill')}", level=3)
+            add_skill_detail("Description:", skill.get('skill_description', 'N/A'))
+            add_skill_detail("Code:", skill.get('skill_code', 'N/A'))
             add_skill_detail("Type:", skill.get('type', 'N/A'))
+            add_skill_detail("Importance:", skill.get('importance', 'N/A'))
             add_skill_detail("Proficiency Level:", skill.get('proficiency_level', 'N/A'))
             add_skill_detail("Distinctive Elements:", skill.get('distinctive_elements', 'N/A'))
             add_skill_detail("Resume Signals:", skill.get('resume_signals', 'N/A'))
             add_skill_detail("Assessment Method:", skill.get('assessment_method', 'N/A'))
  
+        doc.add_page_break()
     
 
     except Exception as e: