Chapter 4

Chapter 4: Retrieval-Augmented Generation (RAG)

  • Motivation: Giving your assistant access to up‑to‑date or specialized data.

  • Tools: faiss (vector DB), datasets, or the HF Dataset Streams.

  • Build a mini knowledge base from local docs.

  • Integrate retrieval steps before inference to boost relevancy.

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