RAG From Scratch: Part 4 (Generation)

This is the fourth video in our series on RAG. The aim of this series is to build up an understanding of RAG from scratch, starting with the basics of indexing, retrieval, and generation. This video focuses on generation, covering the process of RAG prompt construction and passing the prompt to an LLM for answer generation.

Code:
https://github.com/langchain-ai/rag-from-scratch/blob/main/rag_from_scratch_1_to_4.ipynb

Slides:
https://docs.google.com/presentation/d/1eRJwzbdSv71e9Ou9yeqziZrz1UagwX8B1kL4TbL5_Gc/edit?usp=sharing