Retrieval-Augmented Generation (RAG)
Objective: Learn how to implement and optimize RAG systems for enhanced LLM applications. Students will understand information retrieval fundamentals and how to integrate them with LLMs.
Slides
Case Study
RAG by the course's LLM Ops Developers
Required Readings
- Verba: Building an Open Source, Modular RAG Application
- Improving Retrieval with LLM-as-a-Judge
- Levels of Complexity: RAG Applications