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from transformers import pipeline | |
import gradio as gr | |
# Load the model | |
sentiment_model = pipeline("sentiment-analysis") | |
# Define the app's logic | |
def analyze_sentiment(text): | |
result = sentiment_model(text)[0] # Get the first result | |
label = result['label'] # Extract label (e.g., "POSITIVE" or "NEGATIVE") | |
return label | |
# Gradio interface | |
interface = gr.Interface( | |
fn=analyze_sentiment, | |
inputs="text", | |
outputs="text", | |
) | |
interface.launch() | |