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import gradio as gr |
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from transformers import pipeline |
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def convert(Sentence): |
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model = pipeline('sentiment-analysis') |
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result = model(Sentence) |
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return result[0]['label'], round(result[0]['score']*100, 2) |
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with gr.Blocks() as bls: |
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gr.Markdown("Here is a Sentiment Analysis app") |
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inp = gr.Textbox(label="Type your sentence here and click Run", placeholder='Example: I love to eat') |
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out1 = gr.Textbox(label="The sentiment is:") |
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out2 = gr.Number(label='Sentiment confidence % is:') |
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btn = gr.Button("Run") |
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btn.click(fn=convert, inputs=inp, outputs=[out1, out2]) |
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bls.launch() |
