RAG vs Finetuning LLMs - What to use, when, and why.

RAG (Retrieval Augmented Generation) and finetuning are two popular methods for using Large Language Models (LLMs) with “custom” data.

But after speaking to many customers, I noticed that it can be confusing to know which method to use, when, and why.

In this post, we will:

• Clarify that RAG and finetuning are fundamentally different tools for different pro…