Build Your Own AI

Build Your Own AI is a comprehensive resource tailored for developers, crafted to help them construct real-world AI applications. This guide is suitable for complete novices, those with some background knowledge, and AI enthusiasts. It emphasizes essential concepts and methodologies beneficial for all developers, presented in clear, accessible TypeScript. Key subjects include local LLM operation, prompt engineering, data extraction and generation, retrieval-augmented generation (RAG), tool invocation, agent creation, introductory fine-tuning techniques, and practical tips. This book aims to demystify AI development and make it approachable for everyone.

Training / L&D