wuyang6
149 lines
9.4 KiB
XML
149 lines
9.4 KiB
XML
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<text x="800" y="72" 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="108" text-anchor="middle" class="subtitle">从问题发现到模型改进：数据开发 + AutoResearch + Agent 平台底座的全流程提效</text>
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<text x="163" y="283" text-anchor="middle" class="stepTitle">问题发现</text>
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<text x="163" y="314" text-anchor="middle" class="stepText">线上 badcase</text>
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<text x="163" y="337" text-anchor="middle" class="stepText">评测错误 / 指标异常</text>
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<text x="645" y="232" text-anchor="middle" class="stepText">把问题转成可训练、可评测的数据资产</text>
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<!-- AutoResearch module -->
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<text x="1267" y="205" text-anchor="middle" class="sectionTitle">AutoResearch</text>
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<text x="1267" y="232" text-anchor="middle" class="stepText">planning 模型迭代与结构分析</text>
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<!-- Step boxes: data development -->
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<text x="350" y="292" class="stepNo">2</text>
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<text x="400" y="316" text-anchor="middle" class="stepTitle">线上数据挖掘</text>
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<text x="400" y="342" text-anchor="middle" class="stepText">rid / session</text>
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<text x="400" y="362" text-anchor="middle" class="stepText">prompt / output</text>
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<text x="520" y="292" class="stepNo">3</text>
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<text x="575" y="316" text-anchor="middle" class="stepTitle">问题分析</text>
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<text x="575" y="342" text-anchor="middle" class="stepText">归因 / 标签边界</text>
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<text x="575" y="369" text-anchor="middle" class="badge">人工 Review</text>
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<g>
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<text x="700" y="292" class="stepNo">4</text>
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<text x="750" y="316" text-anchor="middle" class="stepTitle">数据构造</text>
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<text x="750" y="342" text-anchor="middle" class="stepText">训练样本</text>
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<text x="750" y="362" text-anchor="middle" class="stepText">评测样本 / 边界样例</text>
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<text x="868" y="292" class="stepNo">5</text>
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<text x="907" y="316" text-anchor="middle" class="stepTitle">格式转换</text>
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<text x="907" y="342" text-anchor="middle" class="stepText">CSV / JSONL</text>
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<text x="907" y="362" text-anchor="middle" class="stepText">eval set</text>
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<!-- Step boxes: autoresearch -->
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<text x="1092" y="292" class="stepNo">6</text>
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<text x="1149" y="316" text-anchor="middle" class="stepTitle">planning 模型迭代</text>
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<text x="1149" y="342" text-anchor="middle" class="stepText">训练 / 评测</text>
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<text x="1149" y="362" text-anchor="middle" class="stepText">配置实验</text>
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<g>
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<text x="1282" y="292" class="stepNo">7</text>
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<text x="1362" y="316" text-anchor="middle" class="stepTitle">结构分析 / 结果分析</text>
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<text x="1362" y="342" text-anchor="middle" class="stepText">指标拆解 / 回归验证</text>
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<text x="1362" y="369" text-anchor="middle" class="badge">人工 Review</text>
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<!-- Feedback loop -->
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<text x="760" y="486" text-anchor="middle" class="loopLabel">新 badcase / 新边界 / 新样本 / 新策略回流</text>
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<!-- Platform base -->
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<text x="795" y="663" text-anchor="middle" class="baseMain">Agent Loop + Skill + 工具链 + 记忆 + Jupyter 工作区</text>
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<text x="795" y="699" text-anchor="middle" class="baseSub">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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<text x="275" y="748" text-anchor="middle" class="chip">线上日志工具</text>
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<text x="600" y="748" text-anchor="middle" class="chip">数据格式转换</text>
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<rect x="705" y="725" width="120" height="34" rx="17" fill="#f1f5f9"/>
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<text x="765" y="748" text-anchor="middle" class="chip">会话沉淀</text>
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<rect x="855" y="725" width="130" height="34" rx="17" fill="#f1f5f9"/>
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<text x="920" y="748" text-anchor="middle" class="chip">运行态观测</text>
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<rect x="1015" y="725" width="155" height="34" rx="17" fill="#f1f5f9"/>
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<text x="1092" y="748" text-anchor="middle" class="chip">账号 / 工作区隔离</text>
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<text x="1280" y="748" text-anchor="middle" class="chip">训练评测工具链</text>
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<!-- Thin connector from business flow to base -->
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