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GovernmentAI/MLRAGHealthcareGovernment

NZIP.AI – Health AI Chatbot

An AI chatbot grounded in the verified content of NZIP.cz, the Czech national health information portal — answering health questions in Czech with every response backed by trusted sources. Built on our Ragsterio RAG platform.

ÚZIS – Institute of Health Information and Statistics of the Czech Republic · 2025–2026View the project
NZIP.AI – Health AI Chatbot

100%

Answers grounded in verified NZIP content

Ragsterio

Our in-house RAG platform

Multi-tenant

One platform, multiple institutions

Czech

Assistant's primary language

The Challenge

NZIP.cz holds thousands of expert-reviewed health articles, but citizens struggle to find specific answers in them. Classic search can't handle natural-language questions — and general-purpose AI chatbots are unusable in healthcare because they hallucinate. Answers had to come exclusively from the portal's verified content.

Our Approach

We built the assistant on Ragsterio — our multi-tenant RAG platform for running AI assistants over a curated knowledge base. NZIP.cz content is ingested into a vector store, and answer generation is strictly constrained to the portal's verified sources (retrieval-augmented generation). The interface is Czech-first, publicly accessible without registration, and protected by rate limiting; the platform also provides content management and vector-store inspection.

Outcome

The public demo runs in production, answering health questions — from recognizing a migraine to finding emergency care — with responses grounded in NZIP content. The same platform powers assistants for other public-sector institutions.

Technologies Used

Ragsterio
RAG
LLM
Vector Store
React
TypeScript