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Basic RAG Framework

HardGenerative AI & LLMs00:00
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Your question is Basic RAG Framework. Take a moment with it on the right.

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Problem

Explain how you would implement a basic Retrieval-Augmented Generation (RAG) framework.

Cover document ingestion and chunking, embeddings and vector search, prompt construction, response generation, source attribution, and how you would evaluate and operate the system. Discuss hallucination controls, prompt injection in retrieved content, and the main cost, latency, and quality tradeoffs.