5th ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators

Large Language Model Chatbots for Enhanced Documentation Access

Not scheduled

30m

80/1-001 - Globe of Science and Innovation - 1st Floor (CERN)

Invited talks Keynotes, tutorials and lectures Keynotes, tutorials and lectures

Speaker

Dr Florian Rehm (CERN)

Description

This tutorial applies Retrieval Augmented Generation (RAG) as a method to improve documentation retrieval in accelerator physics. Participants will learn how combining information retrieval with generative AI models can provide precise, context-aware answers from vast technical resources. The session includes a hands-on demonstration of implementing RAG in combination with Large Language Models (LLMs) and retrieving information from your documentation.