import gradio as gr
import requests

def upload_file(inputs):
    file_data = inputs.read()
    files = {"file": file_data}
    response = requests.post("https://getprediction-o22v7v4baq-el.a.run.app/upload", files=files)
    responsedata = response.json()
    prediction = responsedata.get('prediction', 'Prediction not available')
    return prediction

iface = gr.Interface(upload_file, inputs="file", outputs="text")
iface.launch()