GURUVersioned search quality
- reviewed questions are stored in a versioned fixture
- availability, Hit@1/3/5, Recall@5, MRR@5, and nDCG@5 are measured per run
- public results are not replaced by a stale hard-coded score
Quality and coverage
Quality and coverage
This page records the current public slice: available collections, document and fragment volume, retrieval gates, and the areas that still need editorial work.
Checking the current collection registry…
Metrics
What is checked automatically
The benchmark measures retrieval quality on connected product collections. It does not prove that Kazakhstan's entire legal coverage is complete or current.
Source control
- stable upstream document ids and source anchors are retained
- retrievable versus archived documents are shown separately
- source lifecycle blockers remain visible before production promotion
Data structure
Volume is not completeness
A large collection may be strong for a narrow question type without being complete or current. Check source status, date, and limits on the collection card.
Live registry
Indexed fragments by collection
Limits
What this public slice does not claim
- Janus.Guru is not a complete legal database of Kazakhstan.Regulatory and tax collections demonstrate a working route but do not replace the official source.
- Language coverage is uneven.The English interface is complete here, while source-language parity is evaluated collection by collection.
- Source status must remain visible.Scaling requires version, date, owner, language, primary-source status, and confidence policy.