Build Your Own Ai
To be verifiedBuild 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.
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What is Build Your Own Ai?
A practical guide for developers to build real-world AI applications with example code.
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.
Core Features
Practical guide to building AI applications
Example code in TypeScript
Covers a wide range of AI topics
Framework-free approach for universal understanding
Popular Use Cases
- 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
Feature Comparison
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How to use
- 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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