import gradio as gr
from transformers import pipeline
from transformers import AutoTokenizer, AutoModelForSequenceClassification

tokenizer = AutoTokenizer.from_pretrained("savasy/bert-turkish-text-classification")
model = AutoModelForSequenceClassification.from_pretrained("savasy/bert-turkish-text-classification")


def classify(text):
    cls= pipeline("text-classification",model=model, tokenizer=tokenizer)
    return cls(text)[0]['label']

gr.Interface(fn=classify, inputs=["textbox"], outputs="text").launch()