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Large Language Models

Build Your Own AI

A practical guide for developers to build real-world AI applications with example code.

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AI Large Language Models LLMs
More categories (9)
Prompt engineering Rag Data extraction Tool Calling Agents Finetuning Typescript Book Developer Guide
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Verdict

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A practical guide for developers to build real-world AI applications with example code
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A practical guide for developers to build real-world AI applications with example code

Overview

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.

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Access & connections

Where you can use Build Your Own AI.

Platforms

Web

Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

  • Practical guide to building AI applications
  • Example code in TypeScript
  • Covers a wide range of AI topics
  • Framework-free approach for universal understanding

FAQ 5

What is Build Your Own AI?
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.
How to use Build Your Own AI?
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.
Who is this book for?
This book is written by a developer for developers and is perfect for absolute beginners, those with some existing knowledge, and enthusiasts alike. It's not designed for scientists, but it caters to everyone else looking to deepen their understanding and skills in coding with large language models.
Do I need to learn Python or Javascript/Typescript?
You won’t need to learn a new language to dive into this book. It’s designed with YOU in mind, regardless of the programming language you’re most comfortable with. The examples are in TypeScript, but the core concepts and patterns are universal.
What topics are covered in the book?
The book covers topics such as basic understanding of AI terms, running LLMs locally, prompt engineering, data extraction & creation, RAG, tool calling, agents, basics of fine-tuning, and tips & tricks.
Build Your Own AI
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