Create app.py

app.py

@@ -0,0 +1,35 @@
+import gradio as gr
+from model import AdvancedSummarizer, AdvancedTextGenerator
+
+# Initialize the model classes
+summarizer = AdvancedSummarizer()
+generator = AdvancedTextGenerator()
+
+# Function for summarization
+def summarize_text(text):
+    return summarizer.summarize(text)
+
+# Function for text generation
+def generate_text(prompt):
+    return generator.generate_text(prompt)[0]  # Return the first generated sequence
+
+# Create Gradio interfaces
+summarizer_interface = gr.Interface(
+    fn=summarize_text,
+    inputs=gr.inputs.Textbox(lines=5, label="Input Text for Summarization"),
+    outputs=gr.outputs.Textbox(label="Summary"),
+    title="Text Summarizer",
+    description="Enter text to get a summary."
+)
+
+generator_interface = gr.Interface(
+    fn=generate_text,
+    inputs=gr.inputs.Textbox(lines=5, label="Input Prompt for Text Generation"),
+    outputs=gr.outputs.Textbox(label="Generated Text"),
+    title="Text Generator",
+    description="Enter a prompt to generate text."
+)
+
+# Combine both interfaces in a tabbed layout
+app = gr.TabbedInterface([summarizer_interface, generator_interface], ["Summarizer", "Text Generator"])
+app.launch()