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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-small")
@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 given input text
output = pipe(text)
# return the generated text in JSON response
return {"output":output[0]['generated_text']}
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