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from fastapi import FastAPI | |
from transformers import pipeline | |
##create new fast api app instance | |
app=FastAPI() | |
#initialize the text genration pipeline | |
pipe = pipeline("text2text-generation", model="google/flan-t5-small") | |
def home(): | |
return {"message":"Hello World"} | |
def generate(text:str): | |
output=pipe(text) | |
return {"output":output[0]['generated_text']} | |