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from fastapi import FastAPI
from transformers import pipeline
#create a new FASTAPI app instance
app = FastAPI()
#initialize the text generation pipeline
pipe = pipeline("text2text-generation", model = "google/flan-t5-base")
@app.get("/")
def home():
return {"message":"hello world"}
#Define a function to handle the GET request at "/generate"
@app.get("/generate")
def generate(text:str):
## use the pipeline to generate text from the given input
output = pipe(text)
# return the generated text in the json response
return {"output":output[0]["generated_text"]}
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