Tools

A single workspace to validate all exposed services: NLP, graph, monitoring, exports, and integrations.

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Qazpolit

Direct access to every user-facing section and the public service files already exposed by the site.

Text pipelines for fast language and entity diagnostics.

Graph endpoints are useful for inspecting public relationship structure and paths between profiles.

Review structural metrics and unpublished relationship backlog.

Data export options for offline research and further analysis.

Map user input to published entities for matching and deduplication.

Quick entry to catalog APIs and aggregate dataset views.

QazLake media integration (requires service API key).

Media search → Gallery feed → QazGeo regions →

Build one combined JSON bundle for several profiles.

Runtime health and quality status for the active service stack.

Monitoring slices and QA endpoints for current workflow checks.

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