May 2024
Intermediate to advanced
342 pages
8h 45m
English
Overview
"Building LLM Powered Applications" is the ultimate guide to understanding and utilizing large language models (LLMs) to develop intelligent and innovative apps. By diving deep into cutting-edge technologies, this book provides practical insights into embedding LLMs into real-world applications, leveraging frameworks like LangChain, and mastering essential techniques like prompt engineering.
What this Book will help me do
- Understand the architecture and components of LLMs like GPT and Falcon.
- Learn to leverage LangChain to integrate and orchestrate LLM components.
- Develop skills in building applications enhanced with LLM-driven conversational AI.
- Master the technique of fine-tuning LLMs for customized applications.
- Gain awareness of ethical considerations in deploying LLM-powered solutions.
Author(s)
Valentina Alto, esteemed author and AI practitioner, brings her extensive expertise in artificial intelligence and LLM technologies to this comprehensive guide. With years of experience in both academic research and practical application development, Valentina is dedicated to making advanced AI concepts accessible and actionable for developers. Her clear, engaging writing ensures readers of diverse backgrounds can follow and apply the cutting-edge techniques covered in the book.
Who is it for?
This book is designed for software engineers, data scientists, and technical leaders eager to learn how to integrate LLMs into their projects and push the boundaries of AI application development. It is suitable for readers with foundational knowledge in machine learning and software engineering who seek practical and theory-backed guidance on LLM-powered solutions. If you're curious about large language models and their versatile applications, this book is for you.
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