Build Your Own AI is a book created by a developer, for developers, offering a straightforward, practical guide, with example code, to building real-world AI applications. It's designed for absolute beginners, those with some existing knowledge, and enthusiasts alike. The book focuses on core concepts and patterns that every developer can benefit from, all illustrated in clean, straightforward TypeScript. It covers topics such as running LLMs locally, prompt engineering, data extraction & creation, RAG, tool calling, agents, basics of fine-tuning, and tips & tricks.
A practical guide for developers to build real-world AI applications with example code.
- Learn to run Large Language Models on your own device
- Master prompt engineering techniques
- Implement data extraction and creation using LLMs
- Build Retrieval-Augmented Generation (RAG) systems
- Integrate tools with AI agents
- Understand the basics of fine-tuning models
- The book provides a structured and comprehensive guide
- presenting everything you need in a clear
- logical sequence. You can preview the entire book
- with each chapter summarized to give you a clear overview of the content. The book uses TypeScript for examples
- but the concepts are adaptable to any programming language.
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