SPEC-1-Nutrition-Intelligence-Runtime with Terminology alignment

SPEC-1-Nutrition-Intelligence-Runtime

Background

The project is a nutrition intelligence platform built incrementally since January, not a recipe-only application. Existing components already cover several layers end to end: a maintained EuroFIR-style nutrient table (data/eurofir_mediterranean.csv), a direct nutrition lookup utility (nutrition_lookup.py), a Chroma enrichment pipeline (rag_setup/enrich_nutrition_db.py), and a stateful multi-agent chatbot runtime (multi_agent_chatbot/agentic_chatbot.py).