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Update 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 sentiment analysis pipeline
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classifier = pipeline("sentiment-analysis")
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# Gradio interface function
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def analyze_sentiment(text):
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result = classifier(text)
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sentiment_label = result[0]['label']
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confidence_score = result[0]['score']
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return f"Sentiment: {sentiment_label}, Confidence: {confidence_score:.4f}"
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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(),
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outputs=gr.Textbox(),
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live=True,
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interpretation="default",
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title="Sentiment Analysis App",
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description="Enter a text to analyze its sentiment."
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)
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# Launch the Gradio app
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iface.launch()
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