Create app.py

app.py

@@ -0,0 +1,61 @@
+import gradio as gr
+from huggingface_hub import InferenceClient
+
+# Initialize the Hugging Face Inference Client
+client = InferenceClient()
+
+# Function to stream simplified text as it is generated
+def simplify_text(input_text, audience):
+    prompt = f"Simplify the following text for a '{audience}' audience:\n\n{input_text}"
+    
+    messages = [
+        {"role": "user", "content": prompt}
+    ]
+
+    # Create a stream to receive generated content
+    stream = client.chat.completions.create(
+        model="Qwen/QwQ-32B-Preview",
+        messages=messages,
+        temperature=0.7,
+        max_tokens=1024,
+        top_p=0.8,
+        stream=True
+    )
+
+    # Stream content as it is generated
+    simplified_output = ""
+    for chunk in stream:
+        simplified_output += chunk.choices[0].delta.content
+        yield simplified_output  # Yield incremental content to display immediately
+
+# Create Gradio interface with the modified layout
+with gr.Blocks() as app:
+    gr.Markdown("## Contextual Text Simplifier")
+    gr.Markdown("Simplify complex text into context-appropriate language for specific audiences using AI.")
+
+    with gr.Row():
+        # First column for input components
+        with gr.Column():
+            text_input = gr.Textbox(
+                lines=6, 
+                label="Input Text", 
+                placeholder="Paste the text you want to simplify here.", 
+                elem_id="full_width"
+            )
+            audience = gr.Dropdown(
+                choices=["Children", "General Public", "Professionals"],
+                label="Target Audience",
+                value="General Public"
+            )
+            simplify_button = gr.Button("Simplify Text")
+
+        # Second column for output
+        with gr.Column():
+            gr.Markdown("### Simplified Text")  # This acts as the label for the output
+            output_markdown = gr.Markdown()
+
+    # Link button to function with inputs and outputs
+    simplify_button.click(fn=simplify_text, inputs=[text_input, audience], outputs=output_markdown)
+
+# Run the Gradio app
+app.launch(debug=True)