March 2024 edition of MLOps Belgium meetup!
Event will be at the Boldhouse offices. A link will be shared so that you can follow remotely.
Link: TBD
Food and drinks will be available between 18h and 19h.
Also, don't register if you are not able to attend physically. A link will be provided to follow remotely but we want to use the attendance list to estimate the number of people being present for food and drinks. Please mind the organisational effort from the people involved. Thanks!
Overview of the talks:
Practical Tips and Tricks for Productionizing RAG
Speaker: Frank Baele, Franz
In this focused presentation, we dive into the practical aspects of bringing Retrieval-Augmented Generation (RAG) systems from theory to production. Frank offers an insider's perspective on the hurdles faced during the deployment process and shares actionable solutions. The session zeroes in on critical steps like parsing data from PDFs and various formats, breaking down content into manageable chunks for better indexing and retrieval, and employing summary indexes for efficient reranking of large subdocuments. Frank also touches on the importance of evaluating results to ensure the system's effectiveness. This talk is a compact guide for those looking to streamline their RAG system deployment with real-world advice
From Temporal to Argo and Kubeflow: Building Scalable ML Systems
Speakers: Axel Vlaminck, Datameister and Bernard Grymonpon, Krane Labs
Join us as we explore our journey from Temporal to leveraging Argo and Kubeflow, detailing how we've enhanced our backend systems for machine learning with scalability in mind. Discover the challenges, solutions, and insights gained in this transformative process, aimed at achieving unparalleled scalability and efficiency.