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Yuzhiran Dev 10996ce6ce 清理城市农业类别 + 修复采集器LLM直接选题
清理:
- sustainability_cases.json移除GLO-001/CHN-001城市农业案例,替换为循环消费
- initial_cases.json移除case8东京垂直农场/case26城市屋顶农场
- strategy_topics_to_json.py移除B01/B05/D05三个种菜选题
- collector.py移除城市农业→循环消费映射,更新注释
- 删除fix_collector.py/test_image_gen.py/generate_images.py等遗留脚本
- 删除import_topics.py和automation/下旧版生成脚本

修复:
- collector.py _generate_topic_with_llm不再依赖搜索结果,无搜索时LLM直接生成
- run()始终调用LLM,不再要求web_search_results非空
- 替换sources.yaml中已失效的RSS源(澎湃/虎嗅/中新网→36氪/少数派)
2026-05-21 08:02:08 +08:00

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"source": "Estonian Government",
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"title": "纽约社区花园政策",
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"date": "2023",
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"date": "2024",
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"title": "荷兰自行车城市",
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"key_metrics": "人均自行车拥有量 1.3辆,交通事故率低",
"date": "2023",
"source": "Dutch Cycling Embassy",
"source_url": "https://cyclingembassy.org/",
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"title": "挪威电动车普及",
"field": "可持续生活系统",
"summary": "挪威通过免税和充电设施补贴,使电动车占新车销量80%以上。",
"key_metrics": "2024年电动车渗透率 82%",
"date": "2024",
"source": "Norwegian EV Association",
"source_url": "https://elbil.no/",
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"title": "法国二手强制法",
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"summary": "法国要求零售商提供二手商品区域,促进循环消费。",
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"date": "2023",
"source": "French Government",
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"title": "Patagonia 维修服务",
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"summary": "Patagonia 提供终身维修服务,延长产品寿命。",
"key_metrics": "维修量年增30%,顾客忠诚度极高",
"date": "2024",
"source": "Patagonia Worn Wear",
"source_url": "https://www.patagonia.com/worn-wear/",
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"title": "Obsidian + RAG 个人知识库",
"field": "个人知识工厂",
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"key_metrics": "无需云端,本地向量存储,响应 <1s",
"date": "2024",
"source": "Obsidian Hub",
"source_url": "https://obsidian.md/",
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"title": "PARA 系统在 Notion",
"field": "个人知识工厂",
"summary": "Tiago Forte 的 PARA 方法将信息分为项目、领域、资源、存档四类。",
"key_metrics": "用户报告节省每周 3 小时信息整理时间",
"date": "2023",
"source": "Fortelabs.co",
"source_url": "https://fortelabs.co/",
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"title": "费曼技巧经典",
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"summary": "通过向他人讲解来检验自己是否真正理解。",
"key_metrics": "学习效率提升 40%",
"date": "2024",
"source": "Feynman Technique",
"source_url": "https://www.feynmantechnique.org/",
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"title": "EU AI Act",
"field": "科技人文交叉",
"summary": "欧盟人工智能法案,对 AI 系统进行风险分级监管。",
"key_metrics": "违反最高罚款达全球年营业额6%",
"date": "2024",
"source": "European Commission",
"source_url": "https://digital-strategy.ec.europa.eu/en/policies/european-approach-artificial-intelligence",
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"id": 20,
"title": "硅谷高管禅修热",
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"summary": "许多硅谷领袖将正念冥想作为日常,提高专注力。",
"key_metrics": " Fortune 500 中 35% 提供冥想课程",
"date": "2023",
"source": "Harvard Business Review",
"source_url": "https://hbr.org/",
"credibility_rating": "⭐⭐⭐⭐",
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"title": "Tauri + Rust 构建跨平台桌面应用性能对比",
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"key_metrics": "内存占用降低 60%, 安装包体积减少 70%, 首次启动时间 <1.5s",
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"title": "独立开发者如何用 FastAPI + Vue 3 快速构建 SaaS",
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"credibility_rating": "⭐⭐⭐⭐",
"china_applicability": "⭐⭐⭐⭐"
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"id": 23,
"title": "Notion + Python 自动化内容工作流案例",
"field": "个人知识工厂",
"summary": "如何用 Python 脚本自动同步 Notion 数据库到博客平台,实现从选题到发布的完整自动化。",
"key_metrics": "每周节省 8 小时, 错误率降为 0, 发布延迟 <5 分钟",
"date": "2025",
"source": "Notion 模板社区",
"source_url": "https://www.notion.so/templates",
"credibility_rating": "⭐⭐⭐⭐",
"china_applicability": "⭐⭐⭐⭐"
},
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"id": 24,
"title": "GitHub Copilot 辅助 Rust 开发效率调研",
"field": "技术工具集",
"summary": "在真实 Rust 项目中启用 Copilot 后,代码编写速度提升 35%,且代码质量保持不变。",
"key_metrics": "编码速度 +35%, 代码评审通过率 92%, 学习曲线平缓",
"date": "2026",
"source": "GitHub 官方报告",
"source_url": "https://github.blog/",
"credibility_rating": "⭐⭐⭐⭐⭐",
"china_applicability": "⭐⭐⭐⭐"
},
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"id": 25,
"title": "零浪费生活方式:一年减少 80% 塑料使用",
"field": "可持续生活系统",
"summary": "记录一家三口一年内通过改变购物习惯、DIY 日用品、选择可持续品牌,实现塑料消耗大幅减少的过程。",
"key_metrics": "塑料垃圾减少 80%, 开销降低 15%, 生活质量评分 +20%",
"date": "2025",
"source": "B站 UP 主 \"零浪费生活家\"",
"source_url": "https://www.bilibili.com/",
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"china_applicability": "⭐⭐⭐⭐⭐"
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"id": 27,
"title": "数字游民签证地图:2026 最新政策对比",
"field": "未来工作方式",
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"date": "2026",
"source": "Nomad List",
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"title": "AI 副业变现:用 StepFun API 打造的 5 个微型产品",
"field": "未来工作方式",
"summary": "开发者分享如何利用 StepFun 的大模型 API 快速开发并上线 5 个小型付费 AI 工具,实现月入过万。",
"key_metrics": "产品上线时间 1-3 天/个, 月收入 ¥12,000+, 用户满意度 4.8/5",
"date": "2026",
"source": "StepFun 开发者故事",
"source_url": "https://www.stepfun.com/",
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"title": "知识管理新范式:Obsidian + LlamaIndex 实现个人知识问答",
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"summary": "将 Obsidian 笔记库通过 LlamaIndex 索引,打造基于个人知识的智能问答系统,准确率超 90%。",
"key_metrics": "笔记量 5K+, 问答准确率 92%, 本地部署无持续成本",
"date": "2025",
"source": "Obsidian 论坛",
"source_url": "https://forum.obsidian.md/",
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"field": "未来工作方式",
"summary": "跨 5 个时区的 15 人团队,通过 Lark 机器人 + Python 脚本实现自动化任务分配、进度同步、日报生成。",
"key_metrics": "会议减少 60%, 项目延期率下降 70%, 员工满意度 +25%",
"date": "2025",
"source": "字节跳动企业服务案例",
"source_url": "https://www.larkoffice.com/",
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