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 from goven input text | |
output = pipe(text) | |
## return the generayed text in Json response | |
return {"output":output[0]['generated_text']} |