تصنيف المشاعر من النصوص العربية

from fastapi import FastAPI
from pydantic import BaseModel

app = FastAPI(title='Arabic Sentiment')


class Item(BaseModel):
    text: str


@app.post('/predict')
def predict(item: Item):
    scores = classifier(item.text)[0]
    return {'label': scores['label'], 'score': round(scores['score'], 4)}