wuyang6
134 lines
8.2 KiB
XML
134 lines
8.2 KiB
XML
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<text x="800" y="76" text-anchor="middle" class="title">planning 模型数据驱动迭代链路</text>
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<text x="800" y="112" text-anchor="middle" class="subtitle">从问题发现到模型改进：数据开发 + AutoResearch 的全流程提效</text>
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<!-- Step 1 -->
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<rect x="70" y="265" width="185" height="120" rx="18" fill="#ffffff" stroke="#dbeafe" stroke-width="2"/>
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<text x="94" y="297" class="stepNo">1</text>
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<text x="162" y="323" text-anchor="middle" class="stepTitle">问题发现</text>
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<text x="162" y="351" text-anchor="middle" class="stepText">线上 badcase</text>
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<text x="162" y="373" text-anchor="middle" class="stepText">评测错误 / 指标异常</text>
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</g>
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<!-- Data development module -->
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<rect x="300" y="190" width="640" height="250" rx="24" fill="#eef6ff" stroke="#bfdbfe" stroke-width="2"/>
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<text x="620" y="226" text-anchor="middle" class="sectionTitle">数据开发提效</text>
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<text x="620" y="252" text-anchor="middle" class="sectionSub">把问题转成可训练、可评测的数据资产</text>
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<!-- Data development steps -->
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<g>
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<rect x="335" y="300" width="150" height="105" rx="16" fill="#ffffff" stroke="#bfdbfe" stroke-width="1.5"/>
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<text x="358" y="329" class="stepNo">2</text>
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<text x="410" y="352" text-anchor="middle" class="stepTitle">线上数据挖掘</text>
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<text x="410" y="379" text-anchor="middle" class="stepText">rid / session</text>
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<text x="410" y="399" text-anchor="middle" class="stepText">prompt / output</text>
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<g>
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<rect x="535" y="300" width="155" height="105" rx="16" fill="#fff7ed" stroke="#fed7aa" stroke-width="1.8"/>
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<text x="558" y="329" class="stepNo">3</text>
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<text x="612" y="352" text-anchor="middle" class="stepTitle">问题分析</text>
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<text x="612" y="379" text-anchor="middle" class="stepText">归因 / 标签边界</text>
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<text x="612" y="406" text-anchor="middle" class="badge">人工 Review</text>
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<g>
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<rect x="740" y="300" width="165" height="105" rx="16" fill="#ffffff" stroke="#bfdbfe" stroke-width="1.5"/>
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<text x="763" y="329" class="stepNo">4</text>
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<text x="822" y="352" text-anchor="middle" class="stepTitle">数据构造</text>
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<text x="822" y="379" text-anchor="middle" class="stepText">样本生成 / 格式转换</text>
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<text x="822" y="399" text-anchor="middle" class="stepText">训练集 / 评测集</text>
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</g>
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<!-- AutoResearch module -->
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<g filter="url(#softShadow)">
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<rect x="990" y="190" width="450" height="250" rx="24" fill="#f5f3ff" stroke="#ddd6fe" stroke-width="2"/>
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<text x="1215" y="226" text-anchor="middle" class="sectionTitle">AutoResearch</text>
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<text x="1215" y="252" text-anchor="middle" class="sectionSub">planning 模型迭代与结构分析</text>
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</g>
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<!-- AutoResearch steps -->
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<g>
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<rect x="1028" y="300" width="165" height="105" rx="16" fill="#ffffff" stroke="#ddd6fe" stroke-width="1.5"/>
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<text x="1051" y="329" class="stepNo">5</text>
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<text x="1110" y="352" text-anchor="middle" class="stepTitle">planning 模型迭代</text>
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<text x="1110" y="379" text-anchor="middle" class="stepText">训练 / 评测</text>
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<text x="1110" y="399" text-anchor="middle" class="stepText">配置实验</text>
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</g>
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<g>
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<rect x="1248" y="300" width="160" height="105" rx="16" fill="#fff7ed" stroke="#fed7aa" stroke-width="1.8"/>
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<text x="1271" y="329" class="stepNo">6</text>
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<text x="1328" y="352" text-anchor="middle" class="stepTitle">结构分析 / 结果分析</text>
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<text x="1328" y="379" text-anchor="middle" class="stepText">指标拆解 / 回归验证</text>
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<rect x="1289" y="389" width="78" height="24" rx="12" fill="#ffedd5" stroke="#fdba74"/>
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<text x="1328" y="406" text-anchor="middle" class="badge">人工 Review</text>
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</g>
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<!-- Step 7 online -->
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<g filter="url(#softShadow)">
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<rect x="1128" y="520" width="175" height="100" rx="18" fill="#ffffff" stroke="#cbd5e1" stroke-width="2"/>
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<text x="1152" y="550" class="stepNo">7</text>
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<text x="1215" y="576" text-anchor="middle" class="stepTitle">模型上线</text>
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<text x="1215" y="604" text-anchor="middle" class="stepText">发布 / 观察 / 回流</text>
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<text x="1218" y="286" text-anchor="middle" class="iterLabel">循环迭代</text>
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<!-- From 6 to 7 -->
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<text x="650" y="660" text-anchor="middle" class="loopLabel">新 badcase / 新边界 / 新样本 / 新策略回流</text>
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<text x="800" y="788" text-anchor="middle" class="base">ZK Data Agent 支撑：通过 Agent Loop 调度 Skill 和工具，连接线上数据、执行环境与产物沉淀</text>
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</svg>
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