akvo / akvo-mis / #1325

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[#452] feat(viz): AI Dashboard Visualization Layer & Intelligent Widget Suggestions (#498)

* [#452] feat(viz-backend): add AI capability status endpoint and suggestion gating

* [#452] feat(viz-frontend): add AI status check and unconfigured service alert to create modal

* [#452] feat(viz-frontend): gate AI suggestion drawer when AI service is unavailable

* [#452] style(viz-frontend): refine AI notice card and streamline modal layout when AI is unconfigured

* [#452] feat(viz-frontend): display starter template loading labels when AI is unavailable

* [#452] style(viz-frontend): refine AI unavailable empty state in suggestion drawer

* [#452] fix(viz): accurately report ai_available based on key presence and enable drawer retry

* [#452] test(viz): add comprehensive tests for both OPENAI_API_KEY enabled and disabled states

* [#452] feat(viz): add map and scatter support with intent precedence and question type annotations

* [#452] feat(viz): add map and scatter plot generation to starter and suggestion heuristics

* [#452] test(viz): add test cases for map, scatter, and chart query intent matrix

* [#452] feat(viz-frontend): add getStatus pre-flight check to AI suggestion drawer

* [#452] fix(backend): sanitize map widget question types and refactor enums

* [#452] fix(frontend): relocate monitoring forms dropdown under data source in create modal

* [#452] perf(frontend): prefetch ai widget suggestions and eliminate waterfall check

* [#452] fix(viz-ai): prevent duplicate widget recommendations and connect heuristic fallback

* [#452] feat(viz-ai): send active canvas widgets and handle heuristic fallback in suggestion drawer

* [#452] feat(viz-ai): add question group names and option count cardinality to AI prompts

* [#452] feat(viz-ai): add dynamic schema-aware prompt chips to AI suggestion drawer

* [#452] feat(viz-ai): add adaptive form-size timeouts for AI service

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Co-authored-by: Deden Bangkit <dedenbangkit@users.noreply.github.com>

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