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Free LLMOps course

LLMOps for Reliable AI Applications

Module 05

RAG Evaluation: Retrieval, Citation, and Answer Quality

Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.

Units

  1. Unit 05.00: RAG Evaluation: Retrieval, Citation, and Answer Quality: Connect the user task to a measurable failure mode
  2. Unit 05.01: RAG Evaluation: Retrieval, Citation, and Answer Quality: Create eval cases, fixtures, and acceptance checks
  3. Unit 05.02: RAG Evaluation: Retrieval, Citation, and Answer Quality: Capture traces, metrics, logs, latency, and cost notes
  4. Unit 05.03: RAG Evaluation: Retrieval, Citation, and Answer Quality: Review regressions, red-team cases, and release gates
  5. Unit 05.04: RAG Evaluation: Retrieval, Citation, and Answer Quality: Write the reliability recommendation

Module work