app.py

from fastapi import FastAPI
# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text2text-generation", model="google/flan-t5-base")

app = FastAPI()

@app.get("/")
def greet_json():
    return {"Hello": "World!"}

@app.get("/ask")
def ask(prompt:str):
    result = pipe(prompt)
    return result


# docker run --name=fastapi -p 7860:7860 fastapi-hf