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from transformers import pipeline | |
import gradio as gr | |
# Load the sentiment-analysis pipeline | |
sentiment_pipeline = pipeline("tabularisai/multilingual-sentiment-analysis") | |
def analyze_sentiment(text): | |
result = sentiment_pipeline(text) | |
return result[0] | |
# Create a Gradio interface | |
iface = gr.Interface( | |
fn=analyze_sentiment, | |
inputs="text", | |
outputs="text", | |
title="Sentiment Analysis", | |
description="Enter some text to analyze its sentiment." | |
) | |
# Launch the interface | |
iface.launch() |