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from fastapi import FastAPI
from transformers import pipeline
## Create a new fastAPI instance
app=FastAPI()
# Initialize the text generation pipeline
pipe=pipeline("text2text-generation", model="google/flan-t5-small")
# Create routes
@app.get("/")
def home():
return {"message": "Hello, World!"}
# Deine a unction to handle the GET request at / generate
@app.get("/generate")
def generate(text: str):
# Use the pipeline to generate text
output=pipe(text, max_length=100)
# return the generated text in son response
return {"output": output[0]["generated_text"]} |