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import gradio as gr | |
from transformers import pipeline | |
# Load the pre-trained sentiment-analysis pipeline | |
classifier = pipeline('sentiment-analysis') | |
# Function to classify sentiment | |
def classify_text(text): | |
result = classifier(text)[0] | |
return f"{result['label']} with score {result['score']}" | |
# Set up the Gradio interface | |
iface = gr.Interface(fn=classify_text, inputs="text", outputs="text") | |
iface.launch() |