Build Your Own AI

Master the Art of Building Your Own GPT-like AI:
A Practical Guide to Understanding and Customizing Large Language Models with RAG and Function Calling

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Who Is This Book For?

This book is written by a coder for coders and reflects the my own learning process. It's perfect for absolute beginners, those with some existing knowledge, and enthusiasts alike. While it's not designed for scientists, it caters to everyone else looking to deepen their understanding and skills in coding with large language models.

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What Does the Book Include?

You can preview the entire book, with each chapter summarized to give you a clear overview of the content. This allows you to understand what each section covers before diving into the full details. Enjoy a thorough preview and see how the book can benefit you.

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Why Should I Buy the Book?

While there's a wealth of material available, such as blogs, Python playbooks, and videos, it's often difficult and time-consuming to find and organize the information in the right order. This book offers a structured and comprehensive guide, saving you time and effort by presenting everything you need in a clear, logical sequence.

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Which topics are covered?

Basic Understanding

Get a clear understanding of essential terms and meanings. Build a strong knowledge foundation with our easy-to-follow explanations.

Running LLM´s local

Learn how to run Large Language Models on your own device for full control, enhanced privacy, and improved performance.

Prompt Engeneering

Gain the knowledge to interact with your GPT. Learn how your input shapes the responses from a Large Language Model.

Basics of Finetuning

Learn to customize Large Language Models for your specific tasks, optimizing performance and tailoring responses to your needs.

RAG

Expand your model's capabilities with Retrieval-Augmented Generation (RAG). Integrate vector databases and document retrieval to provide accurate and context-rich responses..

Function Calling & Agents

Take your AI to the next level by adding tools and creating smart agents for your GPT. Enjoy benefits like improved functionality, greater efficiency, and more personalized interactions.

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Unlock the secrets of AI and Large Language Models (LLMs) to create revolutionary solutions with cutting-edge technology