2024-11-15 –, Auditorium
LLMs are now capable of translating user queries into small Python programs. In this talk, we will look at how we create AI systems from text with Hopsworks.
LLMs are now capable of translating user queries into small Python programs. In this talk, we will look at how we create AI systems from text with Hopsworks. We will decompose AI systems into feature, training, and inference pipelines connected by shared state. Each pipeline will be generated from user queries, helping improve python developer velocity in creating the first version of their AI system.
Aleksey Veresov is a software engineer at Hopsworks, leading work on using LLMs to help improve developer productivity in building and operating AI systems. Aleksey is finishing his M.Sc. in Computer Science at KTH in Stockholm. His research interests include programming languages and distributed systems, and he has presented his work at prestigious venues such as ECOOP.
Jim Dowling is CEO of Hopsworks - the AI Lakehouse. He is writing a book on building AI Systems for O'Reilly. He organizes the annual feature store summit and co-organizes PyData Stockholm.