章间知识图谱

graph TD
    subgraph 基础层
        Ch01[Ch01 AI简史]
        Ch02[Ch02 Python与数据科学]
        Ch03[Ch03 AI数学]
    end

    subgraph 机器学习层
        Ch04[Ch04 机器学习核心算法]
        Ch05[Ch05 模型评估与特征工程]
    end

    subgraph 深度学习层
        Ch06[Ch06 神经网络基础]
        Ch07[Ch07 CNN与CV]
        Ch08[Ch08 RNN与序列模型]
    end

    subgraph 架构层
        Ch09[Ch09 Transformer架构]
        Ch10[Ch10 LLM原理与架构]
        Ch11[Ch11 模型微调]
        Ch12[Ch12 Prompt工程]
    end

    subgraph 应用层
        Ch13[Ch13 RAG进化树]
        Ch14[Ch14 Agent工作原理]
        Ch15[Ch15 Agent通信协议]
        Ch16[Ch16 多Agent协作]
    end

    subgraph 前沿层
        Ch17[Ch17 多模态AI]
        Ch18[Ch18 AI创作]
        Ch19[Ch19 多模态深度原理]
        Ch20[Ch20 推理部署]
        Ch21[Ch21 MLOps]
        Ch22[Ch22 技术全景]
    end

    Ch01 --> Ch02
    Ch02 --> Ch03
    Ch03 --> Ch04
    Ch04 --> Ch05
    Ch04 --> Ch06
    Ch06 --> Ch07
    Ch06 --> Ch08
    Ch08 --> Ch09
    Ch09 --> Ch10
    Ch10 --> Ch11
    Ch10 --> Ch12
    Ch12 --> Ch13
    Ch10 --> Ch13
    Ch13 --> Ch14
    Ch14 --> Ch15
    Ch14 --> Ch16
    Ch15 --> Ch16
    Ch09 --> Ch19
    Ch07 --> Ch19
    Ch17 --> Ch19
    Ch17 --> Ch18
    Ch19 --> Ch18
    Ch11 --> Ch20
    Ch10 --> Ch20
    Ch20 --> Ch21
    Ch14 --> Ch21
    Ch11 --> Ch22
    Ch13 --> Ch22
    Ch14 --> Ch22
    Ch17 --> Ch22
    Ch20 --> Ch22
    Ch21 --> Ch22