Issue: I have been following the docs here, but while running the code

unionml serve app:app --reload --model-path /tmp/model_object.pt

, I get this error on the browser

{"detail": "Method Not Allowed"}

and in the terminal, it is showing:

INFO: 127.0.0.1:64825 - "GET /predict HTTP/1.1" 405 Method Not Allowed

My Folder structure looks like this (i.e in same directory): -> app.py -> client.py -> main.py (same code as app.py) Thanks,

Have you tried sending a POST request to the URL?

import requests
from sklearn.datasets import load_digits

digits = load_digits(as_frame=True)
features = digits.frame[digits.feature_names]


prediction_response = <http://requests.post|requests.post>(
    "<http://127.0.0.1:8000/predict>",
    json={"features": features.sample(5, random_state=42).to_dict(orient="records")},
)

print(prediction_response.text)

Got it, firstly I ran the command:

unionml serve app:app --reload --model-path /tmp/model_object.pt

, and then running the client.py file, I got the output. Thanks for your help!!

hey @sparse-state-54304 so the online server is simply a FastAPI App. You can do to

127.0.0.1:<port>/docs

on your browser to see the API documentation