GEN-03 · Advanced
Generative AI with retrieval-augmented generation (RAG) and vector databases
Grounding answers in your own documents, and proving with tests that they are right: document pipelines, vector databases, better retrieval, advanced RAG patterns, evaluation and guardrails.
- Self-study hours
- 44
- Class hours
- 28 (11 at beginner depth)
- Lessons
- 13
- Free certifications
- 2
- Library resources
- 8
✓ All 13 lessons expert reviewed
What you will be able to do
- Build a RAG pipeline that cites sources and says when it does not know
- Choose and compare vector databases and retrieval strategies
- Evaluate a RAG system with test sets, RAGAS and LLM-as-judge in CI
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