from transformers import pipeline import gradio as gr

classifier = pipeline( "sentiment-analysis", model="distilbert-base-uncased-finetuned-sst-2-english" )

def predict_sentiment(text): result = classifier(text)

label = result[0]["label"]
score = result[0]["score"]

return f"{label} ({score:.2f})"

app = gr.Interface( fn=predict_sentiment, inputs="text", outputs="text", title="Sentiment Analysis using Hugging Face" )

app.launch()

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