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665a972
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Update app.py

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  1. app.py +23 -0
app.py CHANGED
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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 a tweet classification model from Hugging Face
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+ classifier = pipeline("text-classification", model="cardiffnlp/twitter-roberta-base-sentiment")
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+
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+ def classify_tweet(tweet):
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+ result = classifier(tweet)[0]
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+ label = result['label']
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+ score = result['score']
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+ return f"Label: {label} (Confidence: {score:.2f})"
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+
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+ # Create the Gradio interface
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+ iface = gr.Interface(
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+ fn=classify_tweet,
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+ inputs=gr.Textbox(lines=3, placeholder="Enter a tweet here..."),
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+ outputs="text",
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+ title="Tweet Classifier",
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+ description="Enter a tweet and click the button to classify it!"
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+ )
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+
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+ # Launch the app
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+ iface.launch()