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Research-to-Production AI

Chrionml© AI Labs | RAG · LLMOps
Practical AI systems.
Measurable outcomes.
MIT-inspired rigor, shipped to production. This work highlights our Retriever-augmented generation (RAG) AI platform for travel search.
TripAdvisor RAG LLMOps (17-second demo)
Ultra-short walk-through showing retrieval, re-ranking, and answer generation loop with telemetry for rapid iteration.
TripAdvisor RAG LLMOps (3-minute demo)
Retriever-augmented generation for travel planning: ingestion → vector index → semantic search + re-rank → grounded answers with citations and guardrails.
Chrionml© AI Labs | RAG · Engineering Playbook
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