AI Module Week 6 Topic 1: Overview of LLM knowledge augmentation

[EricThomson]

Discuss the three main types of ways to augment LLMs knowledge base and when each method should be used:

• context injection (adding required information to a prompt)
• fine-tuning (retraining the LLM's neural network with new training data)
• retrieval-augmented generation (RAG) of various types

For our hands-on lessons, we will focus on semantic rag...