import gradio as gr
from transformers import pipeline

pipeline =pipeline("text-classification",model="ProsusAI/finbert",trust_remote_code=True)

def predict(input_img):
    predictions = pipeline(input_img ,  threshold=0.5, #optional parameter defaults to 0
                  return_scores = False #optional parameter defaults to False
                          )
    return predictions

gradio_app = gr.Interface(
    predict,
    inputs=gr.Textbox(label="Write a text") ,
    outputs=gr.Text(),
    title="sentiment analysis",
)

if __name__ == "__main__":
    gradio_app.launch()