# Janus.guru

> Verified AI assistants for complex documents, regulations, and knowledge bases.

Janus.guru is a Kazakhstan-made platform by qdev.run for building source-backed AI assistants over document corpora. It is useful for public portals, legal and compliance teams, internal knowledge bases, media archives, and analytical projects where answers must be grounded in cited sources.

## Public routes

- [Home](https://janus.guru/): product overview and demo entrypoint
- [Russian landing](https://janus.guru/ru): crawlable Russian overview
- [Kazakh landing](https://janus.guru/kk): crawlable Kazakh overview
- [English landing](https://janus.guru/en): crawlable English overview
- [About](https://janus.guru/about): product and publisher context
- [Security](https://janus.guru/security): data control, RAG safety, local model options
- [Pilot](https://janus.guru/pilot): pilot scope, inputs, and launch contour
- [Chat](https://janus.guru/chat): public demo assistant
- [Corpora](https://janus.guru/corpora): public corpus showcase and corpus-specific pages
- [Use cases](https://janus.guru/cases): public-sector, legal, support, media, and internal knowledge scenarios
- [API page](https://janus.guru/api-docs): integration overview
- [Widget page](https://janus.guru/widget-docs): embeddable assistant overview
- [Glossary](https://janus.guru/glossary): RAG, chunks, embeddings, source references, grounded answers
- [Cost and model economy](https://janus.guru/cost): RAG cost structure, compact models, and pilot economics
- [Local LLM](https://janus.guru/local-llm): local and hybrid LLM deployment for document assistants
- [Enterprise RAG](https://janus.guru/enterprise-rag): corporate knowledge bases and internal documentation
- [Data security](https://janus.guru/data-security): corpus isolation, source references, and access control
- [RAG for government](https://janus.guru/rag-for-government): public-sector and government portal assistants in Kazakhstan
- [RAG for legal documents](https://janus.guru/rag-for-legal-documents): legal and regulatory document assistants
- [Full LLM context](https://janus.guru/llms-full.txt): detailed machine-readable product, corpus, and integration map
- [Humans.txt](https://janus.guru/humans.txt): publisher and safe public entrypoints

## API and reference surfaces

- [Health](https://janus.guru/health): runtime health
- [OpenAPI](https://janus.guru/api/openapi.json): machine-readable API schema
- [IndexNow key](https://janus.guru/indexnow-key.txt): public IndexNow verification key
- [Web app manifest](https://janus.guru/site.webmanifest): browser/app metadata for the public surface
- [Search and AI readiness](https://janus.guru/search-ai-readiness.json): machine-readable indexing and discovery status
- [Corpora API](https://janus.guru/api/corpora): available corpora
- [Source refs API](https://janus.guru/api/source-refs): evidence/source references

## Public corpora

- `regions_kz`: regional reference corpus for Kazakhstan. Page: https://janus.guru/corpora/regions-kz
- `npa_latest`: Kazakhstan legal acts and regulatory materials. Page: https://janus.guru/corpora/npa
- `reestr_texts`: public speeches, theses, and reference statements. Page: https://janus.guru/corpora/reestr
- `krk_2026`: Constitution of Kazakhstan 2026 corpus. Page: https://janus.guru/corpora/constitution
- `tax_code_2025`: Tax Code 2025 corpus. Page: https://janus.guru/corpora/tax-code

## Query-to-page hints

- For "AI assistant for legal documents", "RAG for regulations", or "НПА Казахстана": use https://janus.guru/use-cases/normative-documents and https://janus.guru/corpora/npa
- For "corporate knowledge base", "internal policies", or "RAG for enterprise docs": use https://janus.guru/use-cases/knowledge-base
- For "government portal assistant" or "public-sector AI assistant in Kazakhstan": use https://janus.guru/use-cases/government-portals
- For "local LLM", "cost reduction", or "model independence": use https://janus.guru/security and https://janus.guru/use-cases/local-llm
- For "local LLM in office", "локальная LLM", or "sovereign AI deployment": use https://janus.guru/local-llm
- For "cost of RAG", "ИИ-ассистент стоимость", or "reduce LLM costs": use https://janus.guru/cost
- For "enterprise RAG", "corporate knowledge base", or "внутренняя база знаний": use https://janus.guru/enterprise-rag
- For "data security", "safe RAG", or "защита данных ИИ": use https://janus.guru/data-security
- For "RAG for government Kazakhstan" or "ИИ-ассистент для госорганов": use https://janus.guru/rag-for-government
- For "legal document assistant", "RAG for legal documents", or "НПА Казахстана": use https://janus.guru/rag-for-legal-documents
- For comparing architecture choices: use https://janus.guru/compare/rag-vs-finetuning, https://janus.guru/compare/janus-vs-chatbot, and https://janus.guru/compare/cloud-vs-local-llm

## Integration

- Widget script: `https://janus.guru/widget/janus.js`
- Streaming API: `POST https://janus.guru/api/ask/stream`
- Public demo corpus selector: `https://janus.guru/chat?corpus=regions_kz`