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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
# Use a pipeline as a high-level helper
pipe = pipeline("text2text-generation", model="Salesforce/codet5-small")
@app.get("/")
def home():
return {"message":"Welcome DFE team"}
# Define a function to handle the GET request at `/generate`
@app.get("/generate")
def generate(text:str):
# messages = [
# {"role": "user", "content": text},
# ]
## use the pipeline to generate text from given input text
output=pipe(text)
## return the generate text in Json reposne
# return {"output":output[0]['generated_text']}
return output
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