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from fastapi import FastAPI | |
from transformers import pipeline | |
# Creating a new FASTAPI app instance | |
app = FastAPI() | |
# Initialize the text generation pipeline | |
pipe= pipeline() | |
# Use a pipeline as a high-level helper | |
pipe = pipeline("text2text-generation", model="google/flan-t5-small") | |
def home(): | |
return{"message":"Hello World"} | |
# Defining the function to handle the get req. | |
def generate_text(inp:str): | |
#Pipeline to generate text from given input text | |
output = pipe(text) | |
#Return the generated text in Json response | |
return{"output":output[0]['generated_text']} |