Slides and material
AWS Community Day Slovakia
The first edition of AWS Community Day Slovakia, in Košice.
On the programme
From MacBook to Bedrock: Lessons from Building an AI Assistant
With Philipp Bergsmann. Training an AI-powered Slackbot with InstructLab and deploying it on Amazon Bedrock, and the real bottlenecks: slow training on laptops, inconsistent retrieval, and debugging.
Under the session
The services doing the work
Ordinary building blocks. Each one links to the page explaining that capability and how to run it elsewhere.
Go deeper
The longer write-ups
Where the builds behind these sessions are explained properly.
From AI Demo to Enterprise Solutions
The longer write-up: the build, the services and what it costs to run.
Enterprise AI Consultant vs. AI Consultant
The longer write-up: the build, the services and what it costs to run.
What is an AWS Community Day?
The longer write-up: the build, the services and what it costs to run.
10 Years of AWS User Group Vienna
The longer write-up: the build, the services and what it costs to run.
More slides
The same talk, other stages
Same session, a different room. Each page carries its own deck.
Work with me
Bring one of these into your own room
Every session here can be given as a conference talk, a company workshop or an internal briefing. Most started as a real project rather than as a slide deck.
Sources
Where all of this comes from
Every claim on this page traces back to the deck, the recap or the event's own site.
- awscommunityday.sk, the event's own site
- Slides: From MacBook to Bedrock: Lessons from Building an AI Assistant, 2025
- Recap: From MacBook to Bedrock: Lessons from Building an AI Assistant, 2025
- From AI Demo to Enterprise Solutions
- Enterprise AI Consultant vs. AI Consultant
- What is an AWS Community Day?
- 10 Years of AWS User Group Vienna
Everything here is free to read, use and share. No email needed for the slides. If you reuse something, please credit the source.
