Stage 1 · Import → Validate → Audit → Export
Tuah RAG Studio
Turn official UTeM web pages into the exact eleven-key bilingual RAG JSON used by Tuah. Every entry is audited; nothing is approved without evidence.
Import JSON
Upload a final RAG array or a raw crawl envelope — the type is detected automatically. Data stays in this browser.
Input entries
0
Approved
0
Hold
0
Excluded
0
Merged / removed
0
Website Crawler
Bounded HTML crawl with robots, scope, redirect and 06 270 rules.
RAG Generator
Convert crawl evidence into bilingual records (needs AI model).
Knowledge Manager
Browse, edit and repair records against the contract.
RAG Auditor
Per-entry ledger: approved, hold or excluded with reasons.
Deduplication
Duplicate IDs, identical answers, near-duplicate questions.
Vector Readiness
Chunk checks and a local retrieval test with must_match.
Export Center
RAG JSON, Q&A workbook and Word audit with reconciliation.