from fastapi import FastAPI | |
from transformers import pipeline | |
## create a new FASTAPI app instance | |
app=FastAPI() | |
# Use a pipeline as a high-level helper | |
from transformers import pipeline | |
pipe = pipeline("text2text-generation", model="google/flan-t5-xl") | |
def home(): | |
return {"message":"Hello World"} | |
def generate(text:str): | |
## use pipeline to generate text from given input text | |
output=pipe(text) | |
## return generated text in json | |
return {"output":output[0]['generated_text']} |