import logging import gradio as gr from model import Translator model_path = 'model.h5' model = Translator(model_path) logging.basicConfig(level=logging.INFO) def translate_sentence(input_sentence): return model.predict(input_sentence) inputs = gr.Textbox(lines=2, label="Input Text") outputs = gr.Textbox(lines=4, label="Translated Text") gr.Interface( fn=translate_sentence, inputs=inputs, outputs=outputs, allow_flagging="never" ).launch()