Update app.py

app.py

@@ -26,15 +26,15 @@ def generate_completions(prompt):
     
     return results["Greedy"], results["Beam Search"], results["Top-k Sampling"], results["Top-p Sampling"]
 
-# Define the Gradio interface
+# Define the Gradio interface using the updated API
 interface = gr.Interface(
     fn=generate_completions,
-    inputs=gr.inputs.Textbox(lines=3, placeholder="Enter your prompt here...", label="Prompt"),
+    inputs=gr.Textbox(lines=3, placeholder="Enter your prompt here...", label="Prompt"),
     outputs=[
-        gr.outputs.Textbox(label="Greedy"),
-        gr.outputs.Textbox(label="Beam Search"),
-        gr.outputs.Textbox(label="Top-k Sampling"),
-        gr.outputs.Textbox(label="Top-p Sampling"),
+        gr.Textbox(label="Greedy"),
+        gr.Textbox(label="Beam Search"),
+        gr.Textbox(label="Top-k Sampling"),
+        gr.Textbox(label="Top-p Sampling"),
     ],
     title="LLM Decoding Strategies Comparison",
     description="Enter a prompt to see how different decoding strategies affect the output of a language model."