Llms in Production - by Christopher Brousseau & Matt Sharp (Paperback)

Product Description

About the Book Most business software is developed and improved iteratively, and can change significantly even after deployment. By contrast, because LLMs are expensive to create and difficult to modify, they require meticulous upfront planning, exacting data standards, and carefully-executed technical implementation. Integrating LLMs into production products impacts every aspect of your operations plan, including the application lifecycle, data pipeline, compute cost, security, and more. Get it wrong, and you may have a costly failure on your hands. LLMs in production teaches you how to develop an LLMOps plan that can take an AI app smoothly from design to delivery. You'll learn techniques…