Dive into the world of large language models with Hands‑On Large Language Models. Packed with nearly 300 custom illustrations and practical Python examples, this guide covers everything—from transformer architecture and prompt engineering to semantic search, LLM fine‑tuning, and retrieval‑augmented generation. Ideal for developers and AI enthusiasts who want both intuition and hands‑on skills to build and understand LLM-based systems.