Introduction to Large Language Models and ChatGPT

Workshop produced by Apropos

Language: English

How these models work and how to program them with prompt engineering
This workshop introduces Large Language Models (LLMs) with a special focus on ChatGPT, the state-of-the-art system that is revolutionizing the AI market and beyond. In addition to the operational details of these LLMs we will understand their basic mechanisms to answer the question: how do these models look so smart?

The workshop is aimed at both technicians (programmers) and managers who want to understand the basic mechanisms of these models for designing innovative projects.

In the second part of the workshop, we'll use ChatGPT with prompt engineering techniques on real use cases, such as the implementation of a chatbot to answer specific questions about company products. In the final part of the course, we will focus more on developer tools such as the LangChain project, which allows the abstract the usage of LLMs. A basic knowledge of a programming language such as Python is preferred for this last part of the workshop.