Books
Eight books across two languages. The two English titles
(Manning, Packt) are the first English-language entries; the six Chinese
titles are the body of work that built the audience.
English
Designing AI Agents
Manning Publications
The book on agent design patterns. Twenty-seven patterns organized across
seven cognitive functions (perception, memory, reasoning, action,
reflection, collaboration, governance) and six topologies (chain, route,
parallel, orchestrate, hierarchy, loop). Read end-to-end as the long form
of one thesis: agent architecture is the design of bounded resource
allocation under uncertainty — the model spends, the harness
budgets.
Built around Argus, a working code-review agent that grows
from a fifty-line skeleton in Chapter 2 to a complete production system
by Chapter 10. Reference architectures include Claude Code, Cursor, Spotify
Honk, Sierra, Manus, and Amazon Q Developer. For engineers who already
know how to build agents and want to know which agent to build.
Manning page →
Reader codes at Manning: designing-ai (eBook / MEAP, mainland China only — $20.99) ·
MLHuang4 (discount code).
RAG from First Principles
Packt Publishing
Companion to the Chinese RAG book, rebuilt from first principles for an
English audience. Covers the full RAG technology stack: data ingestion,
chunking strategies, vector stores, retrieval optimization, GraphRAG,
and Agentic RAG.
Packt page →
Published (Chinese)
大模型应用开发：RAG实战 (RAG in Action)
2025 · 人民邮电出版社 (Posts & Telecom Press)
Systematic walkthrough of the RAG technology stack and architecture, from
data import and text chunking to vector storage and retrieval optimization.
Covers GraphRAG and Agentic RAG.
大模型应用开发：动手做AI Agent (AI Agent in Action)
2024 · 人民邮电出版社 · Douban 7.1
AI Agent technology principles and implementation. Seven complete agent
applications using GPT-4, LangChain, LlamaIndex, MetaGPT.
GPT图解：大模型是怎样构建的 (GPT Illustrated)
2023 · 人民邮电出版社 · Douban 8.1
Visual guide to LLM architecture. From N-gram and Word2Vec to Transformer
and GPT, illustrated dissection of the technical evolution path with
accompanying hands-on code.
零基础学机器学习 (Machine Learning for Beginners)
2020 · 人民邮电出版社 · Douban 9.0
Conversational teaching covering the full machine learning workflow.
Mathematics, deep learning, CNN, RNN — every example implemented
in Python. The book that built the readership.
数据分析咖哥十话 (Data Analysis: Ten Talks with KaGe)
2022 · 人民邮电出版社
Data analysis for business growth. Ten chapters threading methodology and
real business operations together.
SAP程序设计 (SAP Programming)
Early career · 人民邮电出版社
China’s first SAP programming book. The starting point.
View Chinese book detail with Douban links →