Update app.py

app.py

@@ -116,24 +116,20 @@ def process_request(input_text):
     # Return the translations and contexts
     return translations, context_results
 
+# Gradio interface
 def gradio_interface(input_text):
-    translations, contexts = process_request(input_text)
-    
-    # Format the output as a JSON-serializable list of dictionaries
-    output = []
-    for context, translation in translations.items():
-        output.append({"context": context.capitalize(), "text": translation})
-    
-    # Return the JSON-serializable object
-    return output
+    translation, contexts = process_request(input_text)
+    # Format the output
+    output = f"Translation: {translation}\n"
+    return output.strip()
 
 # Create the Gradio interface
 interface = gr.Interface(
     fn=gradio_interface,
     inputs="text",
-    outputs="json",
+    outputs="text",
     title="Frenchizer",
-    description="Translate text from English to French with context-specific models and different outputs."
+    description="Translate text from English to French with context detection and threshold."
 )
 
 interface.launch()