Documentation

Core product behavior and usage notes for LabelAgent.

Recipe Pipeline

Input recipe text or files, parse to structured ingredients, calculate nutrients, then render a nutrition label preview and downloadable HTML.

USDA Lookup

Ingredient nutrition comes from USDA FoodData Central matches. If an ingredient is unclear, LabelAgent returns warnings so you can adjust names or quantities.

Label Modes

Basic: essential FDA nutrition rows only (default for anonymous users).
Expanded: includes additional FDA rows and vitamins/minerals.
Customizable: select additional nutrient rows (account required).

Accounts and Benefits

Anonymous visitors can generate one basic label per browser session. Creating an account unlocks persistent label storage, management workflows, and advanced label controls.

Email Verification

New accounts are verified by email before first login. Verification links are sent through Mailjet.