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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 the text from the given input text
output = pipe(text)
# Return the generated text in JSON response
return {"output": output[0]["generated_text"]} |