Update app.py

app.py

@@ -781,7 +781,8 @@ def process_pdf(file):
             "\n".join(qualification),
             ccoq_levels,
             "\n".join(interview),
-            joined_skills,
+            #joined_skills,
+            formatted_skills,
             esco_levels,
             esco_skills,
             debug_message if DEBUG else None
@@ -1329,13 +1330,13 @@ progress {
 
         <div class='benefits-grid'>
             <div class='benefit-card'>
-                <p><strong>🔍 Strategic Workforce Management</strong>: Aligns existing positions with standard Job Families, <a href="https://icsc.un.org/Home/JobClassification">UN Common Classification of Occupational Groups</a> and <a href="https://esco.ec.europa.eu/en/classification">ESCO Framework</a></p>
+                <p><strong>🔍 Strategic Workforce Management</strong>: Aligns existing positions with one of the 28 Job Families to enhance Career Development, as well as to 225 <a href="https://icsc.un.org/Home/JobClassification">UN Common Classification of Occupational Groups</a> and 3007 <a href="https://esco.ec.europa.eu/en/classification">ESCO Framework</a> to ease external sourcing </p>
             </div>
             <div class='benefit-card'>
-                <p><strong>⏱️ Time Saver</strong>: Reduces hours of manual research and mapping to minutes</p>
+                <p><strong>⏱️ Time Saver</strong>: Reduces hours of manual research and mapping to minutes and minimise risk of errors</p>
             </div>
             <div class='benefit-card'>
-                <p><strong>⚖️ Reduced Recruitment Bias</strong>: Get skills requirements recommendations using both the description of responsibilities and mapped occupation</p>
+                <p><strong>⚖️ Reduced Recruitment Bias</strong>: Get Skills Requirements Recommendations using both the description of responsibilities and the standard ESCO skills linked the previously mapped ESCO occupation</p>
             </div>
             <div class='benefit-card'>
                 <p><strong>🎯 Better Hiring</strong>: Generates expected qualification description, skills assessment method and tailored interview questions</p>
@@ -1360,30 +1361,30 @@ progress {
             responsibilities_output = gr.Textbox(label="List of Responsibilities used for the review", lines=5, interactive=False)
             job_family_output = gr.Textbox(label="Classified Job Family", interactive=False)
             skills_output = gr.Textbox(label="Related identified Skills")
-            
+
     with gr.Row():
-        gr.HTML("""<p>This mapping uses the <a href="https://icsc.un.org/Home/JobClassification">UN Common Classification of Occupational Groups (CCOG)</a>
-.</p>""")
         with gr.Column():
-            gr.Markdown("### CCOG Occupation Group Levels")
-            ccoq_levels_output = gr.Textbox(label="CCOG Levels")
+            gr.Markdown("### Expected Qualifications")
+            qualification_output = gr.Textbox(label="Qualification", lines=5, interactive=False)
+
+    
+    with gr.Row():
+        with gr.Column():
+            gr.Markdown("### United Nations Occupation Common Classification")
+            ccoq_levels_output = gr.Textbox(label="Mapped CCOG Levels")
  
             
 
 
     with gr.Row():
-        gr.HTML("""<p>This mapping uses the <a href="https://esco.ec.europa.eu/en/classification">ESCO classification of the European Commission</a>.</p>""")
         with gr.Column():
-            gr.Markdown("### ESCO Levels")
-            esco_levels_output = gr.Textbox(label="ESCO Levels")
+            gr.Markdown("### ESCO Mapping")
+            esco_levels_output = gr.Textbox(label="Mapped ESCO Occupation group")
+    
+    with gr.Row():        
         with gr.Column():
-            gr.Markdown("### ESCO Skills")
-            esco_skills_output = gr.Textbox(label="ESCO Skills")
+            esco_skills_output = gr.Textbox(label="Mapped ESCO Skills linked to this Occupation Group")
 
-    with gr.Row():
-        with gr.Column():
-            gr.Markdown("### Expected Qualifications")
-            qualification_output = gr.Textbox(label="Qualification", lines=5, interactive=False)
 
 
     with gr.Row():