RishitMishra commited on
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  1. app.py +20 -0
  2. requirements.txt +3 -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 sentiment analysis pipeline
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+ sentiment_pipeline = pipeline("sentiment-analysis")
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+
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+ def analyze_sentiment(text):
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+ result = sentiment_pipeline(text)[0]
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+ label = result['label']
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+ score = result['score']
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+ return f"Sentiment: {label} (Confidence: {score:.2f})"
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+
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+ # Create Gradio interface
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+ iface = gr.Interface(fn=analyze_sentiment,
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+ inputs=gr.Textbox(lines=4, placeholder="Type a review here..."),
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+ outputs="text",
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+ title="Sentiment Analyzer",
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+ description="A simple sentiment analysis demo using Hugging Face transformers.")
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+
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+ iface.launch()
requirements.txt ADDED
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+ transformers
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+ gradio
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+ torch