Data status

The Qaz.Vision corpus and AI assistant

Corpus freshness, local search, and checks against official sources.

Documents 3381 published materials available publicly
Theses 10651 annotated formulations in local search
QazGeo 612 regional signals in the corpus: 6
Search active 10651 local fragments in the corpus
updated: August 20, 2026 10651 local fragments in the corpus corpus revision: e4fd05a6a2de262e
needs attention

collection needs review

New material collection is working. Separate signals concern background processing, quality, or infrastructure tasks; details are shown below.

corpus revision: e4fd05a6a2de262e

open operations view
Freshness August 20, 2026

latest event in the public corpus

Automatic updates 30 min

official sources are checked automatically while a separate audit watches for gaps

QazGeo connected

6 regions, signals in theses, 612

Corpus geography
QazGeo proxy: active

Catalog view freshness

For each role and personal view, the date of the latest published material is shown. This is a separate corpus-data layer, not confirmation that an external source is complete: 51 of 55 views have materials. Current: 24; source audit required: 1; historical: 7; no materials: 4.

Open detailed data checks

Source check: no gaps found

Last automated check of official sites: August 21, 2026, 02:24 UTC. Search window: 45 days; attention threshold: 2 days. No clear gaps are currently visible between publications found in external sources and the public corpus. 6 corpora are checked; recent publications in the current window were found for 3. This is the canonical official-source comparison layer: the full catalog contains 55 role and personal views. No new publications in the window: karin, ashimbayev, koshanov.

  • tokaev current
  • karin no new materials There are no new materials in the current window; this does not confirm a corpus gap.
  • ashimbayev no new materials There are no new materials in the current window; this does not confirm a corpus gap.
  • bektenov current
  • dadebay current
  • koshanov no new materials There are no new materials in the current window; this does not confirm a corpus gap.
Open detailed data checks

Automatic data pipeline: new material collection is working

A public summary of the latest synchronization, source-check, and thesis-annotation runs. Times are shown in UTC.

New material collection is working. Separate signals concern background processing, quality, or infrastructure tasks; details are shown below.

Needs attention: Thesis annotation The reason and required actions are reflected in the corresponding job status.

Events are kept in the operations log; external notifications are not configured yet.

Open detailed data checks

System signals

Freshness, annotation density, and search readiness.

Corpus freshness 1 days
archive 92 / 100 current

Shows how close the latest confirmed event is to the current date.

Search readiness 10651
unavailable 100 / 100 active

Shows whether the search contour is available and its current volume is confirmed.

Thesis density 3.2
sparse 32 / 100 detailed

Average number of annotated theses per published document.

Corpus coverage 7/55
partial 13 / 100 full

Shows how evenly personal corpora are represented in the published data.

Source: public Qaz.Vision status Open status.json

Coverage by corpus

Where the corpus is larger by documents and denser by theses.

Касым-Жомарт Токаев Presidential corpus
August 20, 2026
Documents 2043
Theses 7585
Annotation density 3.7 theses per document
Ерлан Карин State advisor corpus
June 29, 2026
Documents 189
Theses 488
Annotation density 2.6 theses per document
Маулен Ашимбаев Senate corpus
June 29, 2026
Documents 97
Theses 382
Annotation density 3.9 theses per document
Корпус Руководителя Администрации Президента Presidential Administration corpus
May 9, 2025
Documents 3
Theses 1
Annotation density 0.3 theses per document
Корпус премьер-министров Казахстана Government corpus
August 19, 2026
Documents 791
Theses 1508
Annotation density 1.9 theses per document
Корпус Председателя Мажилиса Mazhilis corpus
June 26, 2026
Documents 124
Theses 222
Annotation density 1.8 theses per document
Отраслевые корпуса министров Казахстана Sectoral corpora
August 19, 2026
Documents 81
Theses 275
Annotation density 3.4 theses per document

Source: published Qaz.Vision corpus Open status