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from transformers import pipeline
import gradio as gr
pipe = pipeline("text-classification" , model = "ProsusAI/finbert")
def predict(input_text):
predictions = pipe(input_text,top_k=3 )
out = {}
for item in predictions:
out[item["label"]] = item["score"]
return out
gradio_app = gr.Interface(
predict,
inputs=gr.Textbox(label="Write a text"),
outputs=gr.Label(),
title="Sentiment Analysis",
live=True,
allow_flagging="never",
)
gradio_app.launch() |