DANIEL KIRCHNER
All projects

AI Workspace for Food Scientists

PythonLangGraphLangChainFastAPIKnowledge Graphs

Problem

A workspace for food scientists. Recipes, ingredients, suppliers, regulatory checks. One chatbot is not enough because the roles ask different questions.

Constraints

Industry: food. Claims about ingredients and rules must not be invented. No company name, no contacts.

Architecture

Separate agents for recipes, ingredients, suppliers and rules. Hybrid RAG and a knowledge graph. Multi-tenant from the start.

Tenants

Without tenant isolation this stays a one-team pilot. Several roles and several customers need separate contexts, not one shared index.

A workspace for several roles, not a demo session.