LLM_book

Large Language Model (LLM) Books

 

Cover Details
AI Engineering
Subtitle: Building Applications with Foundation Models
Authors: Chip Huyen
Publisher: O’Reilly, 2025
LinksAmazonPublisherGitHub Project

Build a Large Language Model
Subtitle: From Scratch
Authors: Sebastian Raschka
Publisher: Manning, 2024
LinksAmazonPublisherGitHub Project
Build LLM Applications
Subtitle: from Scratch
Authors: Hamza Farooq
Publisher: Manning, 2025
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Building LLM Powered Applications
Subtitle: Create intelligent apps and agents with large language models
Authors: Valentina Alto
Publisher: Packt, 2024
LinksAmazonPublisherGitHub Project
Building LLMs for Production
Subtitle: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG Authors: Louis-François Bouchard and Louie Peters
Publisher: Independently published, 2024
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Creating Production-Ready LLMs
Subtitle: A Comprehensive Guide to Building, Optimizing, and Deploying Large Language Models for Production Use
Authors: TransformaTech Institute
Publisher: Independently published, 2024
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Developing Apps with GPT-4 and ChatGPT
Subtitle: Build Intelligent Chatbots, Content Generators, and More
Authors: Olivier Caelen and Marie-Alice Blete
Publisher: O’Reilly, 2023
LinksAmazonPublisherGitHub Project
Generative AI on AWS
Subtitle: Building Context-Aware Multimodal Reasoning Applications
Authors: Chris Fregly, Antje Barth and Shelbee Eigenbrode
Publisher: O’Reilly, 2023
LinksAmazonPublisherGitHub Project
Generative AI with LangChain
Subtitle: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs Authors: Ben Auffarth
Publisher: Packt, 2023
LinksAmazonPublisherGitHub Project
Hands-On Large Language Models
Subtitle: Language Understanding and Generation
Authors: Jay Alammar and Maarten Grootendorst
Publisher: O’Reilly, 2024
LinksAmazonPublisherGitHub Project

LangChain Crash Course
Subtitle: Build OpenAI LLM powered Apps: Fast track to building OpenAI LLM powered Apps using Python
Authors: Greg Lim
Publisher: Independently Published, 2024
LinksAmazonPublisher
Large Language Models
Subtitle: A Deep Dive: Bridging Theory and Practice
Authors: Uday Kamath, Kevin Keenan, Garrett Somers, and Sarah Sorenson
Publisher: Springer, 2024
LinksAmazonPublisherGitHub Project
LLM Engineer’s Handbook
Subtitle: Master the art of engineering large language models from concept to production Authors: Paul Iusztin and Maxime Labonne
Publisher: Packt, 2024
LinksAmazonPublisherGitHub Project
LLMs in Production
Subtitle: From language models to successful products
Authors: Christopher Brousseau and Matthew Sharp
Publisher: Manning, 2025
LinksAmazonGoodreadsPublisherGitHub Project
Natural Language Processing with Transformers
Subtitle: Building Language Applications with Hugging Face
Authors: Lewis Tunstall, Leandro von Werra and Thomas Wolf
Publisher: O’Reilly, 2022
LinksAmazonPublisherGitHub Project
Prompt Engineering for Generative AI
Subtitle: Future-Proof Inputs for Reliable AI Outputs
Authors: James Phoenix and Mike Taylor
Publisher: O’Reilly, 2024
LinksAmazonPublisherGitHub Project
Prompt Engineering for LLMs
Subtitle: The Art and Science of Building Large Language Model–Based Applications Authors: John Berryman and Albert Ziegler
Publisher: O’Reilly, 2024
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Quick Start Guide to Large Language Models
Subtitle: Strategies and Best Practices for ChatGPT, Embeddings, Fine-Tuning, and Multimodal AI
Authors: Sinan Ozdemir
Publisher: Addison-Wesley, 2024
LinksAmazonPublisherGitHub Project

RAG-Driven Generative AI
Subtitle: Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone
Authors: Denis Rothman
Publisher: Packt, 2024
LinksAmazonPublisherGitHub Project

Super Study Guide
Subtitle: Transformers & Large Language Models
Authors: Afshine Amidi and Shervine Amidi
Publisher: Independently published, 2024
LinksAmazonPublisher
The Developer’s Playbook for Large Language Model Security
Subtitle: Building Secure AI Applications
Authors: Steve Wilson
Publisher: O’Reilly, 2024
LinksAmazonPublisher
What Is ChatGPT Doing…
Subtitle: …and Why Does It Work?
Authors: Stephen Wolfram
Publisher: Wolfram Media Inc., 2023
LinksAmazonPublisher

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