Join us as we explore the key themes and challenges of building Large Language Model (LLM) applications for production, inspired by Chip Huyen's insights from the LLMs in Prod Conference. From addressing consistency issues and hallucinations to overcoming privacy concerns and context length limitations, this episode delves into the practical hurdles organizations face when deploying LLMs. Learn about the trade-offs in model size, the importance of data management, and the future of LLMs on edge devices. Whether you're a developer, a business leader, or an AI enthusiast, this episode provides a comprehensive look at what it takes to make LLMs work in real-world applications.