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Introduction:
Build Your Own AI is a developer-focused book that provides a practical, code-based guide to building real-world AI applications. Suitable for beginners and experienced developers alike, it covers essential concepts and patterns using clean TypeScript examples. Topics include running local LLMs, prompt engineering, data extraction, RAG, tool calling, agents, and the fundamentals of fine-tuning.
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Build Your Own AI Product Information
What is Build Your Own AI?
Build Your Own AI is a book created by a developer for developers, offering a practical guide with example code for building real-world AI applications. It is designed for beginners, developers with existing knowledge, and enthusiasts. The book focuses on core concepts and patterns illustrated in clean TypeScript, covering topics such as running LLMs locally, prompt engineering, data extraction and creation, RAG, tool calling, agents, fine-tuning basics, and various tips and tricks.
How to use Build Your Own AI?
The book offers a structured, comprehensive guide presented in a logical sequence. You can preview the entire book, with each chapter summarized to provide a clear overview. While the examples are written in TypeScript, the concepts are applicable to any programming language.
Build Your Own AI's Core Features
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Practical guide to building AI applications
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Example code in TypeScript
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Covers a wide range of AI topics
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Framework-free approach for universal understanding
Build Your Own AI Use Cases
#1
Learn to run Large Language Models locally on your device
#2
Master effective prompt engineering techniques
#3
Implement data extraction and creation workflows using LLMs
#4
Build Retrieval-Augmented Generation (RAG) systems
#5
Integrate external tools with AI agents
#6
Understand the fundamentals of model fine-tuning
FAQ from Build Your Own AI
Who is this book for? +
Written by a developer for developers, this book is suitable for absolute beginners, those with existing knowledge, and enthusiasts. It is not intended for scientists, but rather for anyone looking to improve their skills in building applications with large language models.
Do I need to know Python or JavaScript/TypeScript? +
You do not need to learn a new language to use this book. It is designed for developers regardless of their preferred programming language. While the examples are provided in TypeScript, the core concepts and patterns are universal.
What topics are covered in the book? +
The book covers essential AI topics, including an introduction to AI terminology, running LLMs locally, prompt engineering, data extraction and creation, RAG, tool calling, agents, the basics of fine-tuning, and various tips and tricks.
Build Your Own AI Pricing
Related Model Comparison Pages
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Compare Amazon Nova Lite and Mistral Medium 3 across pricing, context window, capabilities, benchmarks, and API access to choose the better fit for tool-augmented workflows versus tool-augmented workflows.
Compare Amazon Nova Lite and Mistral Small 3.1 (25.03) across pricing, context window, capabilities, benchmarks, and API access to choose the better fit for tool-augmented workflows versus cost-efficient scale.
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