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Level 4 · Master Production RAG

Goal: design and operate complete, production-grade retrieval systems — architecture, evaluation, security, and the operational maturity a real platform needs.

Modules

  1. Advanced RAG Architectures
  2. Evaluating Retrieval Quality (Recall@K, MRR, NDCG)
  3. Security & Access Control for Vector Data
  4. Multi-Modal Vector Search
  5. Vector DB Migration Strategies
  6. High Availability & Disaster Recovery
  7. Building a Vector DB Abstraction Layer
  8. Cost-Performance Tradeoffs at Enterprise Scale
  9. Emerging Trends — Matryoshka & Binary Quantization
  10. Capstone Project — Production-Grade RAG Platform

By the end of this level you'll be able to architect, evaluate, secure, and operate a production retrieval system end to end — not just query a vector database, but own one in production.