Update app.py

app.py

@@ -237,10 +237,10 @@ def process_text(input_text, primary1, synonyms1, primary2, synonyms2, primary3,
 def create_interface():
     with gr.Blocks(title="Keyword Tagging Tool", theme=gr.themes.Soft()) as demo:
         gr.HTML("""
-        <h1>Keyword Tagging Tool</h1>
+        <h1>Controlled Vocabluary Keyword Tagging Tool</h1>
         
-        <p>This tool matches text against a controlled vocabulary and returns all associated keywords. 
-        Based on the keyword matching logic used for digital humanities research.</p>
+        <p>This tool demonstrates how a simple python script can be used to extract keywords from text using a controlled vocabulary of primary keywords and associated keywords/synonyms. 
+       </p>
         
         <h2>How to use this tool:</h2>
         <ol>
@@ -385,7 +385,7 @@ def create_interface():
         **Special Handling:**
         - "US" is matched exactly to avoid confusion with the word "us"
         - Word boundaries are respected (prevents partial matches)
-        - Results are alphabetized and deduplicated
+        - Results are alphabetised and deduplicated
         
         **How it works:**
         When ANY variant is found in your text (primary OR synonym), the tool returns the complete standardized set of terms for that concept.
@@ -395,16 +395,8 @@ def create_interface():
         gr.HTML("<hr style='margin-top: 40px; margin-bottom: 20px;'>")
         gr.HTML("""
         <div style="background-color: #f8f9fa; padding: 20px; border-radius: 8px; margin-top: 20px; text-align: center;">
-            <p style="font-size: 14px; line-height: 1.8; margin: 0;">
-                This <strong>Keyword Tagging Tool</strong> was created as part of the
-                <a href="https://digitalscholarship.web.ox.ac.uk/" target="_blank" style="color: #1976d2;">
-                    Digital Scholarship at Oxford (DiSc)
-                </a>
-                funded research project:<br>
-                <em>Extracting Keywords from Crowdsourced Collections</em>.
-            </p><br><br> 
-           <p style="font-size: 14px; line-height: 1.8; margin: 0;">
-            The code for this tool was built with the aid of Claude Opus 4.
+                       <p style="font-size: 14px; line-height: 1.8; margin: 0;">
+            The code for this tool was built with the aid of Claude Sonnet 4.
             </p>
         </div>
         """)