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from fastapi import FastApi
from transformers import pipeline
#create fastapi instance
app = FastApi()
#initilize the text pipeline
# Use a pipeline as a high-level helper
pipe = pipeline("text2text-generation", model="google/flan-t5-small")
@app.get(/)
def home():
return {"retuen mess : hello world"}
#defin function get handle the get requests
@app.get(/generate)
def generate(text:str):
#using the pipeline
output = pipe(text)
##retuen the text in json
return{"output":output[0]["generate_text"]}
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