RAG vs Fine-Tuning: Exploring the Options

Retrieval-Augmented Generation (RAG) seems to be the new cool thing in the fast-changing world of generative AI, especially in language models. I’ve been really getting into LlamaIndex lately, and I’ve noticed that sometimes the answers my apps give aren’t as good as I’d like. Is it because of how I made the app, or should I try fine-tuning instead? Maybe I just need to use more specific and better prompts? I’ve decided to dig deeper into this. ...

March 9, 2024 · 3 min · Ben Karciauskas