Update app.py

app.py

@@ -963,7 +963,7 @@ def generate_word_document(
 ) -> str:
     """
     Generate a comprehensive Word document from analysis results with multiple fallback mechanisms.
-    
+
     Args:
         file_name: Original PDF filename
         responsibilities: Extracted responsibilities text
@@ -974,7 +974,7 @@ def generate_word_document(
         skills: List of required skills
         esco_levels: ESCO classification levels
         esco_skills: ESCO mapped skills
-        
+
     Returns:
         Path to the generated Word document
     """
@@ -982,7 +982,7 @@ def generate_word_document(
     doc = Document()
     doc.core_properties.author = "IOM Talent Management System"
     doc.core_properties.title = "Position Description Analysis Report"
-    
+
     # Default values for all fields
     default_values = {
         "file": "Unknown file",
@@ -1005,11 +1005,11 @@ def generate_word_document(
             "skills": {"skills": skills} if skills and isinstance(skills, list) else default_values["skills"],
             "skills_esco": esco_skills if esco_skills and isinstance(esco_skills, dict) else default_values["skills_esco"]
         }
-        
+
         # Add level information with validation
         if ccoq_levels and isinstance(ccoq_levels, dict):
             result.update({k: v for k, v in ccoq_levels.items() if v is not None})
-        
+
         if esco_levels and isinstance(esco_levels, dict):
             result.update({k: v for k, v in esco_levels.items() if v is not None})
 
@@ -1017,22 +1017,20 @@ def generate_word_document(
         log_debug(f"Error building result dictionary: {str(e)}")
         result = default_values
 
-
-    
     # ================= DOCUMENT CONTENT GENERATION =================
     try:
         # Document header
         doc.add_heading('Job Description Analysis Report', level=0)
         doc.add_paragraph(f"Generated on {time.strftime('%Y-%m-%d %H:%M:%S')}")
         doc.add_paragraph("International Organization for Migration", style="Intense Quote")
-        
+
         # Metadata table
         table = doc.add_table(rows=1, cols=2)
         table.style = 'Light Shading Accent 1'
         hdr_cells = table.rows[0].cells
         hdr_cells[0].text = 'Field'
         hdr_cells[1].text = 'Value'
-        
+
         def _add_table_row(table, field, value):
             row = table.add_row().cells
             row[0].text = field
@@ -1040,14 +1038,14 @@ def generate_word_document(
 
         _add_table_row(table, "File Name", result["file"])
         _add_table_row(table, "Job Family", result["classified_job_family"])
-        
+
         # Section generator with error handling
         def _add_section(heading, content, level=2):
             doc.add_heading(heading, level=level)
             if not content:
                 doc.add_paragraph("No information available", style='Subtle Emphasis')
                 return
-                
+
             if isinstance(content, (list, tuple)):
                 for item in content:
                     if item and str(item).strip():
@@ -1062,14 +1060,14 @@ def generate_word_document(
         # Core sections
         _add_section("1. Responsibilities", result["responsibilities"])
         _add_section("2. Qualifications", result["qualification"])
-        
+
         # Skills sections with robust handling
         def _add_skills_section(heading, skills_data):
             doc.add_heading(heading, level=2)
             if not skills_data or not skills_data.get("skills"):
                 doc.add_paragraph("No skills information available", style='Subtle Emphasis')
                 return
-            
+
             try:
                 skills_table = doc.add_table(rows=1, cols=4)
                 skills_table.style = 'Medium List 2 Accent 1'
@@ -1078,11 +1076,11 @@ def generate_word_document(
                 hdr[1].text = 'Description'
                 hdr[2].text = 'Proficiency'
                 hdr[3].text = 'Assessment'
-                
+
                 for skill in skills_data["skills"]:
                     if not isinstance(skill, dict):
                         continue
-                        
+
                     row = skills_table.add_row().cells
                     row[0].text = str(skill.get("skill_name", "Unnamed skill"))
                     row[1].text = str(skill.get("skill_description", ""))[:100] + ("..." if len(str(skill.get("skill_description", ""))) > 100 else "")
@@ -1093,7 +1091,7 @@ def generate_word_document(
 
         _add_skills_section("3. Required Skills", result["skills"])
         _add_skills_section("4. ESCO Mapped Skills", result["skills_esco"])
-        
+
         # Classification sections
         def _add_classification_section(heading, prefix, levels=4):
             doc.add_heading(heading, level=2)
@@ -1102,7 +1100,7 @@ def generate_word_document(
                 code = result.get(f"{prefix}_{i}_code")
                 name = result.get(f"{prefix}_{i}_name")
                 desc = result.get(f"{prefix}_{i}_desc")
-                
+
                 if any([code, name, desc]):
                     found = True
                     doc.add_heading(f"Level {i}", level=3)
@@ -1112,13 +1110,13 @@ def generate_word_document(
                         doc.add_paragraph(f"Name: {name}")
                     if desc:
                         doc.add_paragraph(f"Description: {desc}")
-            
+
             if not found:
                 doc.add_paragraph("No classification information available", style='Subtle Emphasis')
 
         _add_classification_section("5. CCOG Classification", "Level_CCOG")
         _add_classification_section("6. ESCO Classification", "Level_ESCO", levels=5)
-        
+
         # Interview questions
         doc.add_heading("7. Suggested Interview Questions", level=2)
         if result["interview"] and any(q.strip() for q in result["interview"]):
@@ -1127,7 +1125,7 @@ def generate_word_document(
                     doc.add_paragraph(f"{i}. {question}", style='List Number')
         else:
             doc.add_paragraph("No interview questions generated", style='Subtle Emphasis')
-        
+
         # Footer
         doc.add_paragraph()
         doc.add_paragraph("Generated by IOM Talent Management AI Tool", style='Footer')
@@ -1148,7 +1146,7 @@ def generate_word_document(
             output_filename = f"{clean_name}_analysis_{time.strftime('%Y%m%d')}.docx"
         else:
             output_filename = f"job_analysis_{time.strftime('%Y%m%d_%H%M%S')}.docx"
-        
+
         # Try saving to reports directory first
         output_dir = "generated_reports"
         try:
@@ -1162,7 +1160,7 @@ def generate_word_document(
             temp_path = os.path.join(temp_dir, output_filename)
             doc.save(temp_path)
             return temp_path
-            
+
     except Exception as e:
         # Ultimate fallback with error document
         error_doc = Document()
@@ -1172,7 +1170,6 @@ def generate_word_document(
         error_doc.save(fallback_path)
         return fallback_path
 
-
 # ================= GRADIO INTERFACE =================
 with gr.Blocks(
     title="AI-powered tool to review Job Position Description",