Lukasz 'Luke' Dorosz
PL
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GenAI · 2 days

Building GenAI applications on AWS: Amazon Bedrock, RAG and agents

New

Two hands-on days on building applications with large language models in Amazon Bedrock. You start with your first model call, move on to prompt engineering and architecture, and finish with a Q&A app that uses Knowledge Bases, RAG and agents.

Duration
2 days
Format
On site or online
Level
Intermediate
Group
Up to 12 people
Labs
4

Course site and booking

What you'll learn

  • How a GenAI app goes from idea to production
  • Hands-on work with LLMs in Amazon Bedrock
  • Prompts that work, and a way to test them
  • How to design a GenAI application on AWS
  • A Q&A app built with Amazon Bedrock Knowledge Bases and RAG
  • The tools and frameworks that save you time

Who it's for

  • Solution architects
  • Developers
  • Anyone who wants to build something with AI, not just chat with it

Agenda

  1. Introduction

    What generative AI is and where it fits in a product

    Lab · Setting up your AWS environment
  2. How GenAI apps are built

    From idea to working app

    Choosing a model and an approach

  3. Amazon Bedrock

    Models, API and pricing

    Security and data privacy

    Lab · Working with LLMs
  4. Running the app on AWS

    Serverless as the backend for GenAI apps

  5. Prompt engineering

    Techniques and patterns

    Testing and iterating

  6. Architecture

    RAG, Knowledge Bases and agents

    Common patterns

    Lab · A Q&A application
  7. Tools and frameworks

    The ecosystem around Amazon Bedrock

    Lab · An app with Knowledge Bases and RAG
  8. Wrap-up

Programme last updated: 19 September 2026

Your trainer

Lukasz Dorosz, AWS trainer
Trainer

Łukasz Dorosz

AWS Community HeroAWS Champion Authorized InstructorCloud Solutions Architect

An architect who teaches from real projects. He works on serverless architecture, AWS security and generative AI, and helps developers and architects get confident with AWS and ship AI apps that hold up in production.

Co-organiser of AWS Community Day Poland and AWS User Group Warsaw, and creator of the CloudHeroes YouTube channel.

15+
years in IT
8+
years in AWS
8
AWS certifications

More: about me · AWS architecture and consulting

How the training works

Workshop
Not a lecture. Every module ends with a lab on a real AWS account.
AWS account
You get an AWS account and environment for the course. Nothing to install on your machine.
Materials
You keep the materials after the course, plus a certificate of completion.
Format
At your office or online. Same labs either way.
Tailored
The programme is adjusted to your team's level and needs.

Next step

Need solid serverless basics on AWS first? Three days for developers, including your first chatbot on Bedrock.

For developers · 3 days

AWS 4 Developers & GenAI

Three days for developers, architects and DevOps engineers: serverless with Lambda, API Gateway, DynamoDB and SAM, monitoring, and generative AI with Amazon Bedrock. You build your own chatbot.

See the programme

Other AWS courses: AWS Introduction, AWS Specialist. All courses: AWS training.

Let's talk about training for your team

Full details, pricing and booking are on the course site. Or just email me.

Working on a specific AWS project? Here's how I can help with architecture.