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ai-components-relationship.svg

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  1. <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 800 600">
    2. 

  2.   <!-- 背景 -->
    3. 

  3.   <rect x="0" y="0" width="800" height="600" fill="#f9f9f9"/>
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  4.   <text x="400" y="40" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="24" text-anchor="middle" font-weight="bold">AI组件关系详解</text>
    5. 

  5.   
    6. 

  6.   <!-- 中心：大语言模型 -->
    7. 

  7.   <circle cx="400" cy="300" r="80" fill="#9b59b6" opacity="0.8" stroke="#8e44ad" stroke-width="2"/>
    8. 

  8.   <text x="400" y="295" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="18" text-anchor="middle" fill="#000000" font-weight="bold">大语言模型</text>
    9. 

  9.   <text x="400" y="320" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="12" text-anchor="middle" fill="#000000">理解和生成人类语言的核心AI</text>
    10. 

  10.   
    11. 

  11.   <!-- 深度学习框架 -->
    12. 

  12.   <circle cx="200" cy="150" r="70" fill="#3498db" opacity="0.8" stroke="#2980b9" stroke-width="2"/>
    13. 

  13.   <text x="200" y="145" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="16" text-anchor="middle" fill="#000000" font-weight="bold">深度学习框架</text>
    14. 

  14.   <text x="200" y="165" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="11" text-anchor="middle" fill="#000000">训练和部署神经网络的工具</text>
    15. 

  15.   <text x="200" y="180" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="10" text-anchor="middle" fill="#000000">TensorFlow, PyTorch</text>
    16. 

  16.   
    17. 

  17.   <!-- LLM开发框架 -->
    18. 

  18.   <circle cx="600" cy="150" r="70" fill="#2ecc71" opacity="0.8" stroke="#27ae60" stroke-width="2"/>
    19. 

  19.   <text x="600" y="145" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="16" text-anchor="middle" fill="#000000" font-weight="bold">LLM开发框架</text>
    20. 

  20.   <text x="600" y="165" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="11" text-anchor="middle" fill="#000000">扩展LLM能力的工具集</text>
    21. 

  21.   <text x="600" y="180" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="10" text-anchor="middle" fill="#000000">LangChain, LlamaIndex</text>
    22. 

  22.   
    23. 

  23.   <!-- Agent开发平台 -->
    24. 

  24.   <circle cx="600" cy="450" r="70" fill="#e74c3c" opacity="0.8" stroke="#c0392b" stroke-width="2"/>
    25. 

  25.   <text x="600" y="445" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="16" text-anchor="middle" fill="#000000" font-weight="bold">Agent开发平台</text>
    26. 

  26.   <text x="600" y="465" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="11" text-anchor="middle" fill="#000000">构建自主AI助手的平台</text>
    27. 

  27.   <text x="600" y="480" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="10" text-anchor="middle" fill="#000000">Dify, Coze</text>
    28. 

  28.   
    29. 

  29.   <!-- AI应用平台 -->
    30. 

  30.   <circle cx="200" cy="450" r="70" fill="#f1c40f" opacity="0.8" stroke="#f39c12" stroke-width="2"/>
    31. 

  31.   <text x="200" y="445" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="16" text-anchor="middle" fill="#000000" font-weight="bold">AI应用平台</text>
    32. 

  32.   <text x="200" y="465" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="11" text-anchor="middle" fill="#000000">端到端AI应用开发环境</text>
    33. 

  33.   <text x="200" y="480" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="10" text-anchor="middle" fill="#000000">Hugging Face, 云服务商</text>
    34. 

  34.   
    35. 

  35.   <!-- 连接箭头 -->
    36. 

  36.   <!-- 深度学习框架 -> LLM -->
    37. 

  37.   <line x1="260" y1="185" x2="340" y2="255" stroke="#2980b9" stroke-width="2" marker-end="url(#arrow)"/>
    38. 

  38.   <text x="280" y="205" font-family="Arial, sans-serif" font-size="12" text-anchor="middle" fill="#2980b9" transform="rotate(-25, 280, 205)">训练</text>
    39. 

  39.   
    40. 

  40.   <!-- LLM开发框架 -> LLM -->
    41. 

  41.   <line x1="540" y1="185" x2="460" y2="255" stroke="#27ae60" stroke-width="2" marker-end="url(#arrow)"/>
    42. 

  42.   <text x="520" y="205" font-family="Arial, sans-serif" font-size="12" text-anchor="middle" fill="#27ae60" transform="rotate(25, 520, 205)">增强</text>
    43. 

  43.   
    44. 

  44.   <!-- Agent平台 -> LLM -->
    45. 

  45.   <line x1="540" y1="415" x2="460" y2="345" stroke="#c0392b" stroke-width="2" marker-end="url(#arrow)"/>
    46. 

  46.   <text x="520" y="395" font-family="Arial, sans-serif" font-size="12" text-anchor="middle" fill="#c0392b" transform="rotate(-25, 520, 395)">基于</text>
    47. 

  47.   
    48. 

  48.   <!-- AI应用平台 -> LLM -->
    49. 

  49.   <line x1="260" y1="415" x2="340" y2="345" stroke="#f39c12" stroke-width="2" marker-end="url(#arrow)"/>
    50. 

  50.   <text x="280" y="395" font-family="Arial, sans-serif" font-size="12" text-anchor="middle" fill="#f39c12" transform="rotate(25, 280, 395)">集成</text>
    51. 

  51.   
    52. 

  52.   <!-- LLM开发框架 -> Agent平台 -->
    53. 

  53.   <path d="M600,220 Q650,300 600,380" fill="none" stroke="#27ae60" stroke-width="2" stroke-dasharray="5,5" marker-end="url(#arrow)"/>
    54. 

  54.   <text x="650" y="300" font-family="Arial, sans-serif" font-size="12" text-anchor="middle" fill="#27ae60">提供工具</text>
    55. 

  55.   
    56. 

  56.   <!-- 说明框 -->
    57. 

  57.   <rect x="50" y="250" width="200" height="100" rx="10" ry="10" fill="white" stroke="#bdc3c7" stroke-width="2"/>
    58. 

  58.   <text x="150" y="275" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="14" text-anchor="middle" font-weight="bold">大语言模型(LLM)</text>
    59. 

  59.   <text x="150" y="295" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="12" text-anchor="middle">• 通过海量文本训练</text>
    60. 

  60.   <text x="150" y="315" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="12" text-anchor="middle">• 能理解和生成人类语言</text>
    61. 

  61.   <text x="150" y="335" font-family="var(--font-styrene-b), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'" font-size="12" text-anchor="middle">• 作为其他组件的基础</text>
    62. 

  62.   
    63. 

  63.   <!-- 箭头标记定义 -->
    64. 

  64.   <defs>
    65. 

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    67. 

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    68. 

  68.   </defs>
    69. 

  69. </svg>
    70.