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from fastapi import FastAPI | |
from transformers import pipeline | |
#Creating FastAPI app instance | |
app=FastAPI() | |
# INitializing the text generation pipeline | |
pipe = pipeline("text2text-generation", model="google/flan-t5-small") | |
def home(): | |
return {"message": "Hello MAndeep"} | |
def generate(text:str): | |
## use the pipeline to generate the text from given output | |
output=pipe(text) | |
return {"output":output[0]["generated_text"]} | |