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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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# Define the function for sentiment analysis
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def analyze_sentiment(text):
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result = sentiment_pipeline(text)
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return result[0]["label"], result[0]["score"]
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# Create Gradio Interface
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iface = gr.Interface(
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fn=analyze_sentiment,
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inputs=gr.Textbox(lines=3, placeholder="Enter text here..."),
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outputs=[gr.Text(label="Sentiment"), gr.Text(label="Confidence Score")],
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title="Sentiment Analysis",
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description="Enter a sentence, and the model will predict its sentiment."
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)
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# Launch the Gradio app
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iface.launch()
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