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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.
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.
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.
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.
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.
Free plan available.
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