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NithyasriVllB
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Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Load the text generation model
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generator = pipeline("text-generation", model="gpt2", max_length=100)
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def generate_description(topic):
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# Prompt the model to describe the topic
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prompt = f"Describe the following topic briefly: {topic}"
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result = generator(prompt, max_length=100, num_return_sequences=1)
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return result[0]["generated_text"]
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# Create Gradio interface
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interface = gr.Interface(
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fn=generate_description,
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inputs=gr.Textbox(label="Enter a Topic", placeholder="e.g., Heart"),
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outputs=gr.Textbox(label="Description"),
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title="Topic Describer",
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description="Enter a topic, and the app will describe it briefly."
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)
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# Launch the app
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interface.launch()
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