Workshop: From Chatbot to AI Agent with GPT & RAG

In the workshop, we will show you step by step how to develop an autonomous AI agent with GPT, RAG and agent systems - practically and directly in the code.

Illustration einer künstlichen Intelligenz; eines Roboters und der Icons von Target, E-Mail, Dokument und Kalender

Workshop “From Chatbot to AI Agent with GPT & RAG”

online or inhouse

The workshop is designed to last 6 hours as standard. However, the content and duration can be individually customized. Let's talk about the possibilities!

Everything at a glance: What to expect in the workshop

The topic

The stars are calling and GPT is answering! Write a travel advisor agent for Space Travel Inc. that independently reports on destinations in our solar system and beyond, checks availability, books flights and hotels, all within the available budget.

In this workshop you will learn - starting with a chatbot - to write an autonomous agent that has access to external data sources and can execute your code. Step by step, we will introduce you to programming software with LLMs.

By the end of the day, you will be able to understand and implement more in-depth concepts such as RAG and agent systems.

Learning objectives

Participants will have learned the following things in theory and applied them in practice:

OpenAI-GPT interface
Prompt Engineering
Function Calling
Retrieval-augmented Generation (RAG)
LLM Chaining
Agent Systems

Target group

Developers

Prerequisites

Basic knowledge of Python programming
A working setup with which Python can be programmed

The speakers

You want to understand how autonomous AI agents work with GPT and RAG? You have already built your first chatbots and want to take them to the next level? In this workshop, you will learn step by step how to develop your own AI agent - with access to data sources, function calling and RAG.

Dominik Fladung

IT Consultant

Johannes Widera

GenAI Consultant

Benjamin Font Pera

Service Lead GenAI