Jan 13 – 16, 2025
America/New_York timezone

Overview of Large Language Models (LLMs) and RAG

Not scheduled
2h 30m

Speaker

James Verbus

Description

This module will provide an exploration of LLM tools and techniques, including using OpenAI API, an open LLaMA model, and retrieval-augmented generation (RAG) for improving AI system performance with external data. We will set up an LLM using both OpenAI’s API and a locally installed LLaMa model, and build a basic RAG system to demonstrate how external data can be leveraged to enhance AI outputs. Participants will leave with a familiarity of and the ability to use these LLM tech stack components.

Presentation materials

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