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1a0842b
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Parent(s):
27c073d
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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senti_pipeline = pipeline("sentiment-analysis")
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result= senti_pipeline("I am extremely happy to share this video with all of you")
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result
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sentiment_label = result[0]['label']
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sentiment_score = result[0]['score']
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formatted_output = f"This sentiment is {sentiment_label} with the probability {sentiment_score*100:.2f}%"
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print(formatted_output)
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app_inputs = gr.inputs.Textbox(lines=2, placeholder="Enter title here...")
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def res(app_inputs):
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result= senti_pipeline(app_inputs)
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sentiment_label = result[0]['label']
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sentiment_score = result[0]['score']
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formatted_output = f"This sentiment is {sentiment_label} with the probability {sentiment_score*100:.2f}%"
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return formatted_output
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interface = gr.Interface(fn=res,
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inputs=app_inputs,
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outputs=gr.outputs.Textbox(label="Sentiment Analysis Result"),
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title="Sup, I'm a Sentiment Analyzer Babe",
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description="Enter a text and see the sentiment analysis result!")
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interface.launch(share=True)
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