Agentic AI Systems: From Large Language Models to Real-World Agents
Book Overview
This site is the English translation workspace for a practical and research-oriented book on agentic AI systems. It follows the Chinese source manuscript and covers model interaction, planning, tools, memory, multi-agent systems, runtimes, evaluation, governance, testing, and deployment practice.
The Chinese edition's full-book architecture is available in the Chinese overview.
The repository currently provides a stable chapter scaffold. Authors will replace the placeholders with reviewed prose, figures, experiments, and runnable code.
Reading paths
- Foundations: Parts I–III for concepts, model interaction, planning, and action.
- Systems: Parts IV–VI for state, memory, multi-agent systems, and runtimes.
- Production: Parts VII–IX for evaluation, safety, governance, testing, and deployment.
- Projects: Chapter 34 and Part IX for a reproducible engineering lab.
Manuscript status
| Item | Status |
|---|---|
| Outline | Nine parts and 39 chapters frozen |
| Chinese manuscript | In progress by chapter task cards |
| English manuscript | Batch translation after Chinese freeze |
| Planned submission | Springer, November 30, 2026 |