Intermediate
Artificial Intelligence & Machine Learning
Q53 / 100
What is RAG (Retrieval-Augmented Generation)?
Correct! Well done.
Incorrect.
The correct answer is B) An approach combining a retrieval system with a language model to ground responses in relevant external documents, reducing hallucinations
B
Correct Answer
An approach combining a retrieval system with a language model to ground responses in relevant external documents, reducing hallucinations
Explanation
RAG: retrieve relevant documents from a vector database using semantic search, prepend them to the prompt. The LLM conditions on retrieved context. Reduces hallucination, enables knowledge updates without retraining.
Progress
53/100