FormulaForge — constraint-verified frozen-dessert formulation. The LLM proposes; a deterministic food-science engine verifies every number.
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HealthPython · TypeScriptGitHub @craft-bOnlineOwner unconfirmed
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Agentic AI for specialized food R&D — multi-agent system for clinical and medical food formulation.
Taken from the repository README
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FormulaForge generates frozen-dessert formulations for clinical and institutional
nutrition — renal, diabetic, high-protein, low-fat, and vegan diets — and verifies every
one of them before a user sees it. A language model proposes an ingredient structure;
deterministic Python resolves each ingredient against a governed library, computes the
full nutrient vector and the physical chemistry that makes a frozen dessert work, and
checks the result against the active dietary rulesets.Read the full README ↗The full README is unavailable right now. Read it at the original link. The saved excerpt is shown below.
FormulaForge generates frozen-dessert formulations for clinical and institutional
nutrition — renal, diabetic, high-protein, low-fat, and vegan diets — and verifies every
one of them before a user sees it. A language model proposes an ingredient structure;
deterministic Python resolves each ingredient against a governed library, computes the
full nutrient vector and the physical chemistry that makes a frozen dessert work, and
checks the result against the active dietary rulesets.Read the full README ↗