RAG From Scratch: Part 2 (Indexing)

This is the second 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 indexing, covering the process of document loading, splitting, and embedding.

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/1MhsCqZs7wTX6P19TFnA9qRSlxH3u-1-0gWkhBiDG9lQ/edit?usp=sharing