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Macrovia.
RecipesKnowledgeAPI

Knowledge base · Recipe structure

Label-based recommendation: how to keep it transparent and controllable

In a label-based recommendation, preferences, allergens, exclusions, time, cost, equipment, storability and the current context can each be weighted separately. The interface should show which labels caused a recipe to be recommended.

Source and review

EFSA — Food allergens

Open source ↗

Evidence level
source_collected_editorial_review_pending
Last editorial review
2026-07-14

Macrovia provides planning information and does not replace personal healthcare.

#recipe recommender#labels#rule engine#explainability
Macrovia supports planning and informed choices; it does not replace personal healthcare.