Janus.Guru

A RAG assistant for government portals in Kazakhstan

A public portal cannot rely on free generation. The answer must be clear, careful, and connected to a regulation, procedure, reference material, or approved knowledge base.

Where to use it

  • procedure explanations
  • operator support
  • public FAQs
  • regulatory search
  • education and reference projects

What is critical

  • a source for every answer
  • neutral wording
  • limits on legal interpretation
  • Russian, Kazakh, and English UI
  • regular collection refresh

How to launch

  • choose a pilot collection
  • prepare control questions
  • set answer rules
  • connect the widget or API

Frequently asked questions

  • Why does a government portal need sources?
    A public answer should be checkable and careful. The source shows users and operators what the wording is based on.
  • Are Russian, Kazakh, and English supported?
    The interface supports all three. Source-language coverage is assessed collection by collection.