Preface

Building AI Intensive Python Applications is a comprehensive guide to developing intelligent applications using Python. It explores the synergy between large language models (LLMs) and vector databases, two cutting-edge technologies that power innovative AI solutions. By mastering these tools, you’ll be equipped to design, implement, and optimize complex AI applications.

This book is a thorough exploration of generative AI (GenAI), detailing the theoretical concepts and core components of intelligent applications. With code snippets, real-world use cases, and expert tips, this book provides practical guidance on designing AI/ML applications using Python. The strategies for evaluating, refining, and optimizing AI solutions covered in this book can help developers create robust and accurate AI applications that meet real-world demands.