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Update app.py to enable text moderation feature
Browse files- app.py +12 -3
- requirements.txt +2 -1
app.py
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import gradio as gr
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demo.launch()
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import gradio as gr
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from transformers import pipeline
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# Load moderation model
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moderator = pipeline("text-classification", model="KoalaAI/Text-Moderation")
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# Define function
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def moderate_text(input_text):
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result = moderator(input_text)
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label = result[0]['label']
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score = round(result[0]['score'] * 100, 2)
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return f"Label: {label}, Confidence: {score}%"
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# Gradio interface
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demo = gr.Interface(fn=moderate_text, inputs="text", outputs="text", title="AISA - Text Moderation")
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demo.launch()
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requirements.txt
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gradio
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gradio
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transformers
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