Bygg LLM-applikationer - hands-on workshop @GAIA

2025-04-10

Bygg LLM-applikationer - hands-on workshop @GAIA

I samarbete med GAIA genomför vi en workshop där du får lära dig att utnyttja kraften från stora språkmodeller (LLM) i dina applikationer. Workshopen riktar sig till mjukvaruutvecklare och går igenom tekniker, verktyg och metoder för att ta fram praktiskt användbara LLM-baserade tillämpningar.

Du anmäler dig på GAIA:s hemsida.

Se utförligare beskrivning nedan.


Time: April 10, 2025 8:00 - 10.00 | Location: Svenska Mässan, room R5+R6 | Price: 200 SEK

DESCRIPTION

Unlock the power of large language models (LLMs) in your applications with our hands-on workshop tailored for software developers. Learn how to build practical, real-world applications leveraging large language models.

WHAT YOU’LL BUILD

In this workshop, you’ll enhance an existing recipe database application by integrating automatic recipe parsing powered by an LLM. From concept to execution, you’ll work through the important steps of the development process, learning the techniques and tools needed to create a working solution and evolve it.

  • Some theory
  • Parsing HTML to text and general data washing
  • LLM client setup
  • Prompt design
  • Result evaluation and testing
  • Tool use

TARGET AUDIENCE

Software developers with an interest in LLM applications. Intermediate general programming skills.

REQUIRED PREPARATIONS

Bring your own computer. You will need to install node.js and git and an IDE of your choice. Go to https://github.com/callistaenterprise/gaia2025-llm-workshop.git for code download, installation, and further instructions.

HOST INFORMATION

Callista Enterprise AB

Callista offers expertise in architecture, frontend, and backend development. We are constantly seeking novel and innovative solutions within system development and select technologies and methodologies that demonstrate practicality and will benefit our clients. At Callista, we believe in sharing our knowledge and experience with our customers and colleagues in the industry through our assignments, meetups, blogs, and conferences.

Niklas Antoncic

Senior Software Engineer designing and building high-quality software since 2000 for customers like AstraZeneca, Volvo Cars, Volvo AB, Wireless Car, Telia, Qmatic and SpeedLedger. Have been learning about Machine Learning since 2017 and have held several talks on ML and AI at Callista’s developer conference. Currently supporting one of our customers industrializing ML and AI. Been part of the GAIA Conference Committee since 2019 and chairing the Program Committee on the 2023 and 2024 conferences.

Marcus Björklund

Software Engineer designing and building robust and business-critical software solutions since 2016 for customers like Persomics, Volvo Cars, and Volvo AB. Began exploring machine learning in 2017, including its use in analyzing and processing large-scale image datasets in medical imaging. Presented on ML and AI at Callista’s developer conference.

Pär-Anton Westbom

Software Engineer specialized in frontend development, building applications using frameworks like ReactJS and React Native for daily living. Also has experience in native app development for both iOS and Android. Presented the talk Great Fun With Tiny ML at Callista’s developer conference 2023.

Anmäl dig här