AI Systems: RAG, Agents and Evals

Intermediate · 5 concepts · 5 clips · 6 source videos. Watch the clips in order, then take the quick check to see what did not land.

Retrieval-augmented generation

Give the model the documents at answer time rather than hoping they were in the training data. The standard fix for staleness and for made-up facts.

IBM frames the two problems RAG solves, then how the retrieval step changes the answer (0:18-6:36)

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