Implementing Rag Pipelines

Official code repo for the O'Reilly book Hands-On Large Language Models: 12 Colab-ready notebooks plus bonus guides covering tokenization, embeddings, semantic search and RAG, prompt engineering, classification, fine-tuning, quantization, MoE, reasoning LLMs, and agents.

AI Tools | Jupyter Notebook · llm · education

Bilingual (EN/ZH) 23-chapter AI Agent textbook covering tools, memory, planning, RAG, context engineering, agentic RL, multi-agent systems, evaluation, security, and deployment, plus a small runnable reference agent with MCP server and offline tests.

AI Agents | HTML · tutorial · book