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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="juierror/text-to-sql-with-table-schema")
@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 text
output = pipe(text)
# Return the generated text in JSON response
return {"output": output[0]['generated_text']}
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