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Create app.py
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app.py
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from transformers import pipeline
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import gradio as gr
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# Use a lightweight model for testing
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model = pipeline("text-classification", model="distilbert-base-uncased-finetuned-sst-2-english")
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# A simple function to test the app
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def classify_text(text):
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return model(text)
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# Gradio interface
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interface = gr.Interface(
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fn=classify_text,
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inputs="text",
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outputs="json",
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title="Text Classification Test",
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description="Enter a sentence to classify its sentiment."
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)
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# Launch the app
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if __name__ == "__main__":
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interface.launch(server_name="0.0.0.0")
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