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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")
@app.get("/")
def home():
return {"message":"Hello World"}
@app.get("/generate")
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']} |