Michael Dawson is a Senior Principal Software Engineer at Red Hat, with a focus on building AI and LLM applications as part of the ecosystem engineeing team. Before moving into the AI space, he was a key contributor to Node.js as the technical lead for IBM and Red Hat's team and a member of the Node.js Technical Steering Committee.
English session - Beginner
Llama Stack is Meta's open-source framework designed to simplify the development and deployment of generative AI applications. It provides a consistent set of APIs regardless of the programming language you use (including Node.js, Python, and more). In this talk, we'll introduce you to the core concepts of Llama Stack and how it can help you build robust applications more efficiently.
English session - Intermediate
Building applications with AI and large language models (LLMs) adds a new layer of variability that makes testing difficult. Since interactions can be subtly different each time but still correct, traditional testing tools often fail. In this talk, we'll share our journey using the open-source tool deepeval to evaluate multi-turn conversations, tune prompts, and ensure our AI applications are reliable so that we could sleep at night.