How it works

How RAGO-X works: from documents to grounded answers

The core flow is document upload, searchable knowledge processing, natural-language question, relevant document retrieval, answer generation, evidence review, and quality evaluation.

Written and reviewed by the icube-x RAGO-X product team2026-08-04

1. Prepare documents

Administrators upload supported files to cabinets and monitor processing. Processed content is split into searchable units.

2. Ask and retrieve

A user asks a question and the system retrieves relevant document content as grounding.

3. Review answer and evidence

The answer is shown with source passages and chunks so a person can check it against the documents.

4. Test and improve

RAG testing and QA management support repeatable quality review.

  • Prepare representative questions
  • Check relevance and completeness
  • Review cited sources
  • Test permission boundaries
  • Improve documents and settings