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") | |
def home(): | |
return {"message":"Hello World"} | |
# Define a function to handle the GET request at '/generate' | |
def generate(text:str): | |
# use the pipeline to generate text from given input text | |
output = pipe(text) | |
# return the generated text in JSON response | |
return {"output":output[0]['generated_text']} | |