from fastapi import FastAPI
from transformers import pipeline

classifier = pipeline("zero-shot-classification")


app = FastAPI()

@app.get("/")
def greet_json():
    j = classifier(
        "This is a course about the Transformers library",
        candidate_labels=["education", "politics", "business"],
    )
    return {"Hello": str(j)}