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docs(showcase): collect thesis-review copilot case (#43)
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## 高校论文首轮评审 Copilot:DocMind + 百炼生成定位式 Word 批注
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**作者**[@littlebordercollie](https://github.com/littlebordercollie) · 2026-07-16
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面向高校老师的论文首轮评审助手。老师上传论文后,先用阿里云 DocMind 解析 `.doc`/`.docx`/`.pdf` 抽取结构化内容,再通过百炼完成格式规则核查 + 专业内容审读,最后产出两份 Word:① 结构化评审报告(分项评分 + 重点问题 + 证据 + 修改建议);② 原文定位式批注(在可命中的原文附近高亮并插入批注式建议,省去老师反复搜索原文)。系统记录阶段、候选模型、耗时和失败类型,帮老师区分"内容问题"与"服务问题",辅助首轮评审但不替代最终学术判断。
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**工具**:阿里云 DocMind + 百炼 DashScope API(OpenAI 兼容,实测 `kimi-k2.7-code`,候选含 `qwen-plus`)+ Python / FastAPI / python-docx + OSS / SQLite
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**仓库**[github.com/littlebordercollie/bailian-thesis-review-copilot-showcase](https://github.com/littlebordercollie/bailian-thesis-review-copilot-showcase)
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![结构化评审结果](https://raw.githubusercontent.com/littlebordercollie/bailian-thesis-review-copilot-showcase/main/assets/02-structured-review.png)
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> [查看原始 Issue →](https://github.com/modelstudioai/modelstudioai.github.io/issues/43)
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## 电子衣橱 Digital Cabinet:百炼 Qwen 驱动的 AI 穿搭推荐
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**作者**[@captainold](https://github.com/captainold) · 2026-07-15

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