AllergyGuard — Open-Source Offline Dietary Safety & Recipe Transformation Engine

Описание и применение

AllergyGuard — офлайн‑решение для безопасного преобразования рецептов, защищающее людей с тяжелыми пищевыми аллергиями от опасных замен ингредиентов.

Задача

Shared living arrangements create friction when a roommate has severe immunological food sensitivities; commercial cooking platforms often suggest unsafe substitutions such as almond flour for wheat, risking anaphylaxis.

Результат

AllergyGuard enables safe, offline recipe transformation for users with severe food allergies, eliminating risky substitutions and providing real‑time audio guidance.

Рабочий процесс

• 1. Load a conventional recipe or food label into AllergyGuard.
• 2. The parsing engine isolates allergen vectors (gliadin, casein, nut antigens).
• 3. The engine computes drop‑in structural equivalents for each allergen.
• 4. The industrial nomenclature inspector checks packaged food labels against a 40+ token lexicon for hidden wheat derivatives and tree‑nut derivatives.
• 5. The user receives a transformed recipe with safe ingredient substitutions and audio narration via the Web Speech API.
• 6. The transformed recipe is executed offline in the browser without external APIs.

Доказательства

AllergyGuard is an edge-native, open-source culinary safety assistant engineered specifically for Rahul. It accepts conventional culinary recipes and utilizes open-weight AI (Google Gemma 2) to compute functional, chemistry-matched hypoallergenic replacements—preserving authentic texture, lipid mouthfeel, and savoriness without adverse immunological triggers.

Источник

The platform executes entirely client-side, translating conventional recipes into biochemically matched hypoallergenic formulations without reliance on external cloud APIs.

Источник

Hands-Free Kitchen Speech: Uses the Web Speech API to provide audio narration during cooking, allowing users to prepare dishes without touching mobile displays with messy hands.

Источник