Building Performant RAG Applications for Production Environments

Date: September 18, 2024
Time: 17:30 - 19:30
Location: Mediebyen 3, 8000 Aarhus C. Denmark

Agenda

17:30 - Doors open *
17:45 - Building Performant RAG Applications for Production Environments
18:30 - Q&A
18:45 - Networking and interactive discussion over food and drinks
19:30 - Thank you for today!

• *Due to security reasons we kindly ask you to bring a photo ID in order to enter the building.
  

Abstract

Prototyping a Retrieval-Augmented Generation (RAG) application can be done quickly, utilizing a straightforward baseline architecture that often yields acceptable results.
However, transitioning from prototype to a production-ready application involves overcoming several challenges, such as ensuring flexibility, achieving high performance, and scaling to handle large and varied tasks effectively.

This talk will delve into advanced techniques for developing RAG applications that meet production standards. Through practical examples, it will demonstrate how to enhance performance and scalability, equipping you with the knowledge to implement these techniques when necessary.

Join us if you're interested in or working with Generative AI. Gain hands-on experience with practical code examples and deepen your understanding of cutting-edge techniques in this rapidly evolving field!

About the speaker

I’m David Carlos Zachariae, a seasoned software developer with a passion for cutting-edge technologies and Large Language Models (LLMs). Here’s a snapshot of my journey:

>Trifork A/S: Over the past 5 years, I’ve been a Software Pilot at Trifork A/S. My work spans diverse programming domains, from web applications to backend systems, including ML/AI projects.
>Computer science roots: My academic background lies in Computer Science, with a specialization in Natural Language Processing (NLP). This intersection of language and algorithms spark my interest and motivation.
>Late-night explorer: When the world quiets down, you’ll find me at my keyboard, fueled by curiosity and a steaming cup of coffee. I dedicate much of my spare time to exploring the latest papers and novel techniques in the ever-evolving field of LLMs.
>Home in Brabrand: I currently live with my girlfriend and our dog, Ruby, in our cozy house in Brabrand.