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import gradio as gr | |
from transformers import pipeline | |
# Load sentiment analysis pipeline | |
sentiment_pipeline = pipeline("sentiment-analysis") | |
def analyze_sentiment(text): | |
result = sentiment_pipeline(text)[0] | |
label = result['label'] | |
score = result['score'] | |
return f"Sentiment: {label} (confidence: {score:.2f})" | |
iface = gr.Interface( | |
fn=analyze_sentiment, | |
inputs=gr.Textbox(lines=2, placeholder="Enter text here..."), | |
outputs="text", | |
title="Sentiment Analysis", | |
description="Enter text to analyze its sentiment (positive/negative)." | |
) | |
if __name__ == "__main__": | |
iface.launch() | |