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Chapters

0:00 Intro

1:46 RAG Data Ingestion Pipeline

4:02 Collection & Formatting

7:58 Demo

13:21 Summary

Resources

You can view or fork the code shown in this video from the Curriculum GitHub repository.

To learn more and leave feedback:

• Docs: Atlas Vector Search Quickstart

• GitHub: Using Atlas Vector Search for RAG code

• What is retrieval-augmented generation (RAG)?

• Docs: Retrieval-Augmented Generation (RAG) with Atlas Vector Search

• Docs: Build a Local RAG Implementation with Atlas Vector Search

• RAG with Atlas Vector Search, LangChain, and OpenAI

• See what your peers are saying and contribute your own findings and considerations through our Community Forums.