Beyond the Hype: A Realistic Look at Large Language Models

The following repo contains the materials for my talk delivered at GOTO Amsterdam 2024.

The repo contains the following:

• /notebooks/rag-pdf-qa.ipynb contains the code for the simple RAG pipeline I demoed during the talk. There are extensive notes in Markdown in this notebook to help you understand how to adapt this for your own use case.
• talk-materials/talk-sources.md contains all of the papers and other sources I used for this talk. It also contains all of my image credits.
• talk-materials/beyond-the-hype.pdf contains a copy of my slides.