Problem solved
Semantic ticket search needed resilient ingest, targeted retry handling, and persisted application state without adding Oracle tables.
Outcome
Shipped incremental Oracle ingest, retry endpoints, persisted Qdrant application state, and Kubernetes PVC-backed storage for the dev deployment.
Built with
Spring Boot, Kotlin, Qdrant, TEI, Docker, Kubernetes
Time taken
February-March 2026
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