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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 sentiment analysis model
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sentiment_pipeline = pipeline("sentiment-analysis")
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def analyze_sentiment(text):
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result = sentiment_pipeline(text)[0]
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return f"Label: {result['label']}, Confidence: {result['score']:.4f}"
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# Define the Gradio interface
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iface = gr.Interface(
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fn=analyze_sentiment,
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inputs=gr.Textbox(lines=2, placeholder="Enter text here..."),
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outputs="text",
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title="Sentiment Analysis",
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description="Enter a sentence to analyze its sentiment."
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)
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# Launch the interface
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iface.launch()
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