Update app.py

app.py

@@ -761,7 +761,7 @@ def create_interface():
         4. **✨ Add custom entities** (comma-separated) like "relationships, occupations, skills" - powered by GLiNER
         5. **⚙️ Adjust confidence threshold** 
         6. **🔍 Click "Analyse Text"** to see results with organized output 
-                (Common/custom entities which overlap are shown with split-colour highlighting)
+                (NB: common/custom entities which overlap are shown with split-colour highlighting)
         """)
         # Add tip box
         gr.HTML("""
@@ -796,8 +796,7 @@ def create_interface():
                 model_dropdown = gr.Dropdown(
                     choices=ner_manager.model_names,
                     value=ner_manager.model_names[0],
-                    label="Select Model for Common Entities",
-                    info="Choose which model to use for common NER"
+                    label="Select NER Model for Common Entities"
                 )
                 
                 # Common entities with select all functionality
@@ -932,7 +931,7 @@ def create_interface():
             outputs=[summary_output, highlighted_output, results_output]
         )
         
-        # Add examples (removed the financial terms example as requested)
+       
         gr.Examples(
             examples=[
                 [
@@ -963,7 +962,7 @@ def create_interface():
         gr.HTML("""
         <hr style="margin-top: 40px; margin-bottom: 20px;">
         <div style="background-color: #f8f9fa; padding: 20px; border-radius: 8px; margin-top: 20px;">
-            <h4 style="margin-top: 0;">📚 Model Information & Documentation</h4>
+            <h4 style="margin-top: 0;">📚 Model Information & Documentation (incl. details on usage terms)</h4>
             <p style="font-size: 14px; margin-bottom: 15px;">Learn more about the models used in this tool:</p>
             <ul style="font-size: 14px; line-height: 1.8;">
                 <li><strong>entities_flair_ner-large:</strong>