nemlai 0.7.1

CLI and Python SDK for automated grocery replenishment on Nemlig.com (Denmark). Built for OpenClaw and other agents.

nemlai

CLI and Python SDK for automated grocery replenishment on Nemlig.com — Denmark's largest online grocery delivery service.

NemlAI predicts what groceries you'll need next based on your order history, then builds ready-to-checkout basket links. Especially useful for OpenClaw and other AI agents that interact with the NemlAI platform.

Platform: nemlai.milops.org

Install

pip install nemlai

On Arch Linux:

yay -S nemlai

On Ubuntu:

sudo add-apt-repository ppa:milops/nemlai
sudo apt install nemlai

Quick start

# Log in to your NemlAI instance
nemlai login

# Interactive mode
nemlai

# Run a single command
nemlai predict
nemlai search "mælk"
nemlai basket

Python SDK

from nemlai import NemlAI

client = NemlAI(token="your-token", base_url="https://nemlai.milops.org")
predictions = client.predict()
basket = client.build_basket(predictions)

What it does

• Fetches order history from Nemlig.com
• Uses a cloud ML model trained on your purchase patterns
• Predicts quantities for your next basket
• Builds Nemlig basket URLs you can review and checkout
• Supports manual item search and hybrid baskets (manual + ML)

For agents

The NemlAI API at nemlai.milops.org exposes endpoints for search, prediction, and basket building — designed for programmatic access by OpenClaw and other automation agents. Authenticate with an API key and interact via REST or the Python SDK.

License

MIT