__full__ | Juq 699

Add an engine that automatically suggests tags for newly created items and enables a context‑aware search experience that surfaces the most relevant results even when users type vague or partial queries.

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It is built around the placeholder name , which you can replace with the actual product or module name later. juq 699

(under Insights → Tagging )

JUQ‑699 Feature Name: Smart Tagging & Contextual Search Target Release: v2.3 (or as appropriate) Add an engine that automatically suggests tags for

If this is:

| Category | Requirement | |----------|-------------| | | Tag suggestion latency ≤ 300 ms (95th percentile). Search latency ≤ 500 ms. | | Scalability | Must handle up to 10 k QPS during peak hours; horizontal scaling via container orchestration (K8s). | | Security | All API traffic TLS 1.2+, role‑based access control (RBAC) for admin settings. | | Observability | Export Prometheus metrics: juq699_tag_latency_seconds , juq699_search_latency_seconds , juq699_error_total . | | Maintainability | Model version stored in a config map; ability to hot‑swap without downtime. | | Compliance | Data processed stays within the EU/US region as required by GDPR/CCPA. | Good response Bad response 3 sites Audio Precision

With more context, I’d be glad to help draft a proper write-up.