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 |             | [05 LangChain 进阶篇](https://github.com/Annyfee/agent-craft/tree/main/05_langchain_advanced)              | [🏠](https://blog.csdn.net/2401_87328929/article/details/154064397) | Agents · 缓存 · 流式输出                                  |  ⭐⭐⭐  |
 |             | [06 RAG 基础篇](https://github.com/Annyfee/agent-craft/tree/main/06_rag_basics)                            | [🏠](https://blog.csdn.net/2401_87328929/article/details/154230067) | RAG概念 · Split · Embedding · FAISS · RAG 链           |  ⭐⭐   |
 |             | [07 RAG 进阶篇](https://github.com/Annyfee/agent-craft/tree/main/07_rag_advanced)                          | [🏠](https://blog.csdn.net/2401_87328929/article/details/154408744) | Chroma · Reranker · RAG工具化 · 集成                     |  ⭐⭐⭐  |
-|             | 08 LangGraph 基础                                                                                         |                                🚧撰写中                                | `State` · `Node` · `Conditional Edge` · RAG+反思      |  ⭐⭐⭐  |
-|             | 09 LangGraph 进阶                                                                                         |                                 🚧                                  | `Multi-Agent` · `Human-in-the-Loop` · “总控-员工”架构     | ⭐⭐⭐⭐  |
+|             | 08 LangGraph 基础篇                                                                                        |                                🚧撰写中                                | `State` · `Node` · `Conditional Edge` · RAG+反思      |  ⭐⭐⭐  |
+|             | 09 LangGraph 进阶篇                                                                                        |                                 🚧                                  | `Multi-Agent` · `Human-in-the-Loop` · “总控-员工”架构     | ⭐⭐⭐⭐  |
 | 🧠 **智能篇**  | 10 MCP 基础 (Client)                                                                                      |                                 🚧                                  | `MCP` 协议 · `CherryStudio` · 消费公共 MCP                |  ⭐⭐⭐  |
 |             | 11 MCP 进阶 (Server)                                                                                      |                                 🚧                                  | `Streamable HTTP` · `src layout` · 构建私有 MCP         | ⭐⭐⭐⭐  |
 |             | 12 Swarm & Agents SDK                                                                                   |                                 🚧                                  | `Swarm` · `Handoff` · “航空公司客服”项目                    | ⭐⭐⭐⭐  |