Series · AI / RAG

RAG in Production

A series on turning RAG proofs-of-concept into production-grade systems — one architectural layer at a time, from the source connector to the response a user actually reads.

Phases

• Phase 1 — The Data Backbone Nobody Demos
  Ingestion, parsing & extraction, chunking, embedding, and storage/indexing.
• Phase 2 — Query, Retrieval & Generation
  Query processing, retrieval & re-ranking, context assembly, and generation under a live latency budget.
• Phase 3 — Control, Evaluation & Guardrails
  Orchestration, caching, evaluation, tracing, feedback, and guardrails.
• Phase 4 — coming soon
  Security, end-to-end and layer-by-layer.
• ↳ End-to-End Architecture Diagram
  All three pipeline phases combined into one continuous knowledge-flow / request-flow / control-loop diagram.