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import gradio as gr
from transformers import pipeline
classifier = pipeline("text-classification", model="pysentimiento/robertuito-sentiment-analysis")
def text_to_sentiment(text):
return {classifier(text)[0]["label"]: classifier(text)[0]["score"]}
demo = gr.Blocks()
with demo:
with gr.Tabs():
with gr.TabItem("Análisis de sentimientos de textos en español"):
with gr.Row():
texto = gr.Textbox()
label = gr.Label(num_top_classes=1)
b1 = gr.Button("Analizar")
b1.click(text_to_sentiment, inputs=texto, outputs=label)
demo.launch() |