Fixes: UserWarning: gr.Intrerface.load() will be deprecated.

app.py

@@ -1,17 +1,29 @@
 import gradio as gr
 
-# Load the interface
-question_gen = gr.Interface.load("models/allenai/t5-small-squad2-question-generation")
+# Load the question generation model
+question_gen = gr.load("models/allenai/t5-small-squad2-question-generation")
 
-# Define the input text
-text = "The quick brown fox jumps over the lazy dog."
+# Define a function to generate questions
+def generate_questions(text, num_questions=5):
+    questions = []
+    for i in range(num_questions):
+        output = question_gen.predict(text)
+        questions.append(output["generated_text"])
+    return questions
 
-# Generate multiple questions
-num_questions = 5
-questions = []
-for i in range(num_questions):
-    output = question_gen.predict(text)
-    questions.append(output["generated_text"])
+# Define the input and output interfaces
+input_text = gr.inputs.Textbox(label="Enter some text:")
+num_questions = gr.inputs.Number(default=5, label="Number of questions to generate:")
+output_text = gr.outputs.Textbox(label="Generated questions:")
 
-# Print the questions
-print(questions)
+# Create the interface
+iface = gr.Interface(
+    generate_questions, 
+    inputs=[input_text, num_questions], 
+    outputs=output_text,
+    title="Question Generator",
+    description="Generate questions from text using the T5-SQuAD2 model.",
+)
+
+# Launch the interface
+iface.launch()