Practical MLflow for Generative AI on Databricks

Build High-Quality AI Agents from Prompt Design to Production
Authors Nuwan Ganganath, Julie Nguyen, and Chang Shi Lim-seasoned ML and AI specialists from Databricks-take you through each stage of the development of an agentic chatbot, sharing best practices, innovative techniques, and common challenges along the way.

Bridge the gap between cutting-edge research and the practical operationalization of generative AI. This handy guide demystifies the complexities of managing GenAI applications using leading open source platform MLflow on Databricks.

What sets this book apart is its focus on the requirements of managing and deploying GenAI applications. Authors Nuwan Ganganath, Julie Nguyen, and Chang Shi Lim-seasoned ML and AI specialists from Databricks-take you through each stage of the development of an agentic chatbot, sharing best practices, innovative techniques, and common challenges along the way. By combining deep technic