yukta1 commited on
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Create app.py

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  1. app.py +21 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load Hugging Face sentiment analysis pipeline
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+ sentiment_pipeline = pipeline("sentiment-analysis")
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+
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+ # Define function to wrap the model
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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: {round(result['score'], 3)}"
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+
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+ # Create Gradio interface
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+ interface = gr.Interface(fn=analyze_sentiment,
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+ inputs="text",
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+ outputs="text",
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+ title="Sentiment Analysis App",
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+ description="Enter a sentence to analyze its sentiment.")
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+
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+ # Launch app (not needed on Spaces, but useful for local testing)
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+ if __name__ == "__main__":
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+ interface.launch()