Retrieval-Augmented Generation in Practice
Ground a model in your own documents — and know when it is wrong.
Not scheduled · Advanced · 12 hours
Sample listing. This course was written to design the catalog and has no content behind it. It is not offered and not sellable.
No cohort of this course is scheduled.
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About this course
Grounding a model in your own documents, and everything that makes it harder than it sounds: chunking, retrieval quality, staleness, citation, and evaluating whether the answers are actually right.
What you’ll learn
- Chunk and index a corpus so retrieval finds the right thing
- Diagnose whether a bad answer is retrieval or generation
- Keep an index fresh as source documents change
- Evaluate answer quality with something better than reading a few
Who it’s for
Technical staff building on top of an LLM. Some programming assumed.