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小时的时间内完成，说明效率之高。",{"type":25,"tag":2197,"props":11901,"children":11902},{},[11903,11913,11923,11933,11943,11953],{"type":25,"tag":253,"props":11904,"children":11905},{},[11906,11911],{"type":25,"tag":41,"props":11907,"children":11908},{},[11909],{"type":31,"value":11910},"Langchain与Streamlit的结合",{"type":31,"value":11912},"：首先，我使用了Langchain来处理自然语言处理任务，并结合Streamlit来构建用户界面。Langchain强大的语言处理能力和Streamlit的简洁界面设计，使得整个流程的前端部分变得非常高效。",{"type":25,"tag":253,"props":11914,"children":11915},{},[11916,11921],{"type":25,"tag":41,"props":11917,"children":11918},{},[11919],{"type":31,"value":11920},"数据库操作",{"type":31,"value":11922},"：接下来，我调用了MySQL数据库来存储和管理数据。Cursor的智能代码生成功能，使得数据库的连接和操作变得非常简单，只需几行代码就能完成复杂的数据库查询和数据处理。",{"type":25,"tag":253,"props":11924,"children":11925},{},[11926,11931],{"type":25,"tag":41,"props":11927,"children":11928},{},[11929],{"type":31,"value":11930},"爬虫抓取微博内容",{"type":31,"value":11932},"：为了获取最新的微博动态，我编写了爬虫程序来抓取微博内容。Cursor的@功能在这里发挥了巨大的作用，通过@Web功能，我能够快速查阅相关的爬虫代码和解决方案，大大提高了开发效率。",{"type":25,"tag":253,"props":11934,"children":11935},{},[11936,11941],{"type":25,"tag":41,"props":11937,"children":11938},{},[11939],{"type":31,"value":11940},"图片上传到OSS",{"type":31,"value":11942},"：微博中的图片需要上传到OSS进行存储。Cursor的智能代码生成功能，使得图片上传的代码编写变得非常简单，只需描述需求，它就能生成相应的代码。",{"type":25,"tag":253,"props":11944,"children":11945},{},[11946,11951],{"type":25,"tag":41,"props":11947,"children":11948},{},[11949],{"type":31,"value":11950},"调用大模型进行内容组装",{"type":31,"value":11952},"：最后，我调用了大模型来进行内容的组装。Cursor的Composer模式在这里表现得尤为出色，只需描述我的需求，它就能生成高质量的代码来调用大模型进行内容组装。",{"type":25,"tag":253,"props":11954,"children":11955},{},[11956,11961,11963],{"type":25,"tag":41,"props":11957,"children":11958},{},[11959],{"type":31,"value":11960},"自动发布博客",{"type":31,"value":11962},"：最后一步，我实现了自动发布博客的功能。通过Cursor的智能代码生成和@功能，我编写了一个 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cursor 的帮助下，我效率翻倍，这也变得可行性更强了。",{"type":25,"tag":37,"props":12023,"children":12024},{},[12025],{"type":31,"value":12026},"总之，Cursor就是编程界的“外挂”，让你分分钟从编程小白变身大佬。用了它，编程不再是难题，效率提升不是梦。接下来，我还得用Cursor干点更牛的事儿，敬请期待！",{"title":8,"searchDepth":534,"depth":534,"links":12028},[12029,12030,12031],{"id":11813,"depth":534,"text":11816},{"id":11891,"depth":534,"text":11894},{"id":11974,"depth":534,"text":11977},"content:blogs:20240901220205.md","blogs/20240901220205.md","blogs/20240901220205",{"loc":11788},{"_path":12037,"_dir":6,"_draft":7,"_partial":7,"_locale":8,"title":12038,"description":12039,"date":12040,"image":12041,"alt":12042,"ogImage":12041,"tags":12043,"published":20,"body":12046,"_type":551,"_id":12112,"_source":553,"_file":12113,"_stem":12114,"_extension":556,"sitemap":12115},"/blogs/20240819101111","利用扣子（coze） 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ai 的力量。既然要借助 AI，那么就要选择合适的 AI 辅助工具来完成我们交代的任务了。",{"type":25,"tag":230,"props":12067,"children":12069},{"id":12068},"ai辅助写作的崭新路径",[12070],{"type":25,"tag":41,"props":12071,"children":12072},{},[12073],{"type":31,"value":12074},"AI辅助写作的崭新路径",{"type":25,"tag":37,"props":12076,"children":12077},{},[12078],{"type":31,"value":12079},"首先想到的就是在各种 AI 聊天工具中，通过 AI 提示词来完成知乎爆文的输出了，我们以“# 程序员如何构建自己的护城河？”这个知乎问题为例，为大家演示一下直接使用AI 提示词的效果。我们直接使用史上最强GPT-4。我们使用李继刚老师的提示词《知识探索专家》，稍微修改一下，使其更符合知乎的风格，并改为符合知乎问答专家的 skills。\n![[Pasted image 20240301223632.png]]\n![[Pasted image 20240301232156.png]]\n果然是 GPT-4 效果就是不一样，很稳定，质量也还可以。为了跟下面的“扣子”（coze）里面引入流水线做对比，我在“扣子”的AI聊天里用同样的提示词，生成结果，的确不如 GPT-4 啊。\n![[Pasted image 20240301233201.png]]",{"type":25,"tag":230,"props":12081,"children":12083},{"id":12082},"超越简单提示词的深度内容创作",[12084],{"type":25,"tag":41,"props":12085,"children":12086},{},[12087],{"type":31,"value":12082},{"type":25,"tag":37,"props":12089,"children":12090},{},[12091],{"type":31,"value":12092},"下面，重点来了，如果想要把文章写的足够有深度，那么，这种直接的提示词真的可以满足需求吗？以上的提示词，即便是在有李继刚老师提示词的基础上修改，我也是经过了反复的测试，才能达到这样的效果的。很不稳定。包括 GPTs 里面的很多应用，大家应该都有发现，他们的不稳定之处。那是因为单纯的提示词，受限太大，很难发挥出大模型足够的能力。\n那么我就想到了“扣子”的工作流，它内部有插件和工作流的概念，把插件和工作流排列组合在封装成 bot，我们使用这样构建出来的 bot 就可以实现比较负责的任务了。\n比如：还是刚才的案例。我构建了如下的工作流：\n![[Pasted image 20240301234411.png]]\n其中，我使用了一个查询头条文章的插件，和一个阅读网页的插件，作为辅助，查询到了一条与问题相关的头条文章（“扣子”只能查询一条，不知道什么原因），作为参考资料，这样，我的回答就会更加生动且有内容。最后的结果如下：\n![[Pasted image 20240301234243.png]]\n是不是非常的不可思议？感觉比 GPT-4 生成的还要丰满生动，而且，更像是人回答的，没有那么强的机器感。",{"type":25,"tag":230,"props":12094,"children":12096},{"id":12095},"未来的探索与期待",[12097],{"type":25,"tag":41,"props":12098,"children":12099},{},[12100],{"type":31,"value":12095},{"type":25,"tag":37,"props":12102,"children":12103},{},[12104],{"type":31,"value":12105},"这只是我探索的第一步，后面，我会进一步使用多 agent 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                                                                                                                                                                                 1.1秒 \n ✔ 容器 docker-weaviate-1   已启动                                                                                                                                                                                       0.9秒 \n ✔ 容器 docker-db-1         已启动                                                                                                                                                                                       0.0秒 \n ✔ 容器 docker-worker-1      已启动                                                                                                                                                                                       0.7秒 \n ✔ 容器 docker-api-1         已启动                                                                                                                                                                                       0.8秒 \n ✔ 容器 docker-nginx-1       已启动\n",[12448],{"type":25,"tag":2100,"props":12449,"children":12450},{"__ignoreMap":8},[12451],{"type":31,"value":12446},{"type":25,"tag":37,"props":12453,"children":12454},{},[12455],{"type":31,"value":12456},"上述命令将启动Dify的所有容器服务，包括API、Worker和Web。",{"type":25,"tag":37,"props":12458,"children":12459},{},[12460],{"type":31,"value":12461},"然后检查是否运行顺利。如果顺利，那么一切就绪。",{"type":25,"tag":2701,"props":12463,"children":12467},{"code":12464,"language":12465,"meta":8,"className":12466,"style":8},"docker compose ps\n","typescript","language-typescript shiki shiki-themes 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0.0.0.0:5432->5432/tcp\ndocker-nginx-1      nginx:latest                       \"/docker-entrypoint....\"   nginx               4秒前              运行2秒              0.0.0.0:80->80/tcp\ndocker-redis-1      redis:6-alpine                     \"docker-entrypoint.s...\"   redis               4秒前              运行3秒              6379/tcp\ndocker-weaviate-1   semitechnologies/weaviate:1.18.4   \"/bin/weaviate --hos...\"   weaviate            4秒前              运行3秒",{"type":25,"tag":10830,"props":12490,"children":12491},{},[],{"type":31,"value":12493},"\ndocker-web-1        langgenius/dify-web:0.3.2          \"/entrypoint.sh\"         web                 4秒前              运行3秒              80/tcp, 3000/tcp\ndocker-worker-1     langgenius/dify-api:0.3.2          \"/entrypoint.sh\"         worker              4秒前              运行2秒              80/tcp, 5001/tcp",{"type":25,"tag":37,"props":12495,"children":12496},{},[12497,12499,12505,12507,12513,12515,12521],{"type":31,"value":12498},"如果你的系统使用的是 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",{"type":25,"tag":2100,"props":12542,"children":12544},{"className":12543},[],[12545],{"type":31,"value":12546},"docker compose down",{"type":31,"value":118},{"type":25,"tag":37,"props":12549,"children":12550},{},[12551,12553,12559],{"type":31,"value":12552},"简而言之，每次启动 Dify 的社区版时，我们只需要导航到 docker 目录并执行命令 ",{"type":25,"tag":2100,"props":12554,"children":12556},{"className":12555},[],[12557],{"type":31,"value":12558},"docker compose up -d",{"type":31,"value":12560},"。这个命令将自动启动所有与 Dify 相关的容器服务。",{"type":25,"tag":37,"props":12562,"children":12563},{},[12564],{"type":31,"value":12565},"从现在开始，我们已经成功在本地计算机上部署了 Dify，并可以在 Dify 环境中开始构建我们的 AI 应用程序。",{"type":25,"tag":37,"props":12567,"children":12568},{},[12569],{"type":25,"tag":582,"props":12570,"children":12572},{"alt":8,"src":12571},"https://miro.medium.com/1*Ax4q3kkVrlzmSJeISkhVBQ.png",[],{"type":25,"tag":37,"props":12574,"children":12575},{},[12576],{"type":25,"tag":582,"props":12577,"children":12579},{"alt":8,"src":12578},"https://miro.medium.com/1*_6LzNVzQENREdD61c74hyQ.png",[],{"type":25,"tag":4832,"props":12581,"children":12582},{},[12583],{"type":31,"value":4836},{"title":8,"searchDepth":534,"depth":534,"links":12585},[],"content:blogs:20240604112020.md","blogs/20240604112020.md","blogs/20240604112020",{"loc":12117},{"_path":12591,"_dir":6,"_draft":7,"_partial":7,"_locale":8,"title":12592,"description":12593,"date":12594,"image":12595,"alt":12596,"ogImage":12595,"tags":12597,"published":20,"body":12598,"_type":551,"_id":12675,"_source":553,"_file":12676,"_stem":12677,"_extension":556,"sitemap":12678},"/blogs/20240527091111","kimi终于增加智能体功能了","最新消息显示，Kimi聊天机器人已新增智能体功能，命名为Kimi+，旨在提升用户互动体验的顺畅度和智能化水平。Kimi+的主要特点包括多语言支持、高级对话理解、个性化推荐、增强的搜索能力以及智能学习功能。这些新特性使得Kimi+能够更好地理解用户意图和情感，提供个性化内容推荐，并快速准确地检索互联网信息。此外，Kimi+还具备自我学习和适应能力，能够根据用户反馈不断优化性能。开发者现在也可以通过开放平台调用工具，创造更多样化的应用。总体而言，Kimi+的新功能旨在使与Kimi的交流更加自然有趣，提升用户生活的便捷性。","2024年05月27日","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/blg_智能体升级213.jpg","智能体升级",[6217],{"type":22,"children":12599,"toc":12673},[12600,12604,12614,12619,12624,12632,12637,12642,12647,12655,12663,12668],{"type":25,"tag":26,"props":12601,"children":12602},{"id":12592},[12603],{"type":31,"value":12592},{"type":25,"tag":37,"props":12605,"children":12606},{},[12607,12609],{"type":31,"value":12608},"最新消息：Kimi聊天机器人增加智能体功能啦！\n",{"type":25,"tag":582,"props":12610,"children":12613},{"alt":12611,"src":12612},"20240527104213","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240527104213.png",[],{"type":25,"tag":37,"props":12615,"children":12616},{},[12617],{"type":31,"value":12618},"从今天开始，Kimi聊天机器人将拥有全新的智能体功能，kimi起名叫Kimi+,让你与Kimi的互动体验更加顺畅和智能化。",{"type":25,"tag":37,"props":12620,"children":12621},{},[12622],{"type":31,"value":12623},"这个新功能的主要特点包括：",{"type":25,"tag":2701,"props":12625,"children":12627},{"code":12626},"多语言支持：除了中文和英文，Kimi+可能支持更多的语言，提供更广泛的用户群体服务。\n\n高级对话理解：Kimi+可能拥有更深层次的对话理解和自然语言处理能力，能够更准确地理解用户的意图和情感。\n\n个性化推荐：根据用户的使用习惯和偏好，Kimi+可能提供个性化的内容推荐，包括新闻、音乐、电影等。\n\n增强的搜索能力：Kimi+可能拥有更强大的搜索功能，能够快速检索互联网上的信息，并结合搜索结果为用户提供更准确的回答。\n\n智能学习：Kimi+可能具备自我学习和适应的能力，能够根据用户的反馈不断优化其性能和回答质量。\n",[12628],{"type":25,"tag":2100,"props":12629,"children":12630},{"__ignoreMap":8},[12631],{"type":31,"value":12626},{"type":25,"tag":37,"props":12633,"children":12634},{},[12635],{"type":31,"value":12636},"以上特点为kimi的自问自答，不过，我觉得，问答的能力上来看的确是有所提升的，不过，单纯的问答能力没有所见即所得的既视感，需要在使用过程中慢慢体会，重点是功能上的改变，即，这次，增加了智能体的功能。",{"type":25,"tag":37,"props":12638,"children":12639},{},[12640],{"type":31,"value":12641},"我第一时间体验了它的智能体功能，总体感觉还是不错的。目前只是开放了它内置的几种Kimi+，还不能自定义编排。另外，在普通聊天界面还支持@符号快捷打开指定的Kimi+。",{"type":25,"tag":37,"props":12643,"children":12644},{},[12645],{"type":31,"value":12646},"除此之外，我还发现，在开放平台的文档里增加了use tool的部分，这就意味着，对于开发者，可以像openai的接口那样去调用工具了，这对于开发者来说是一个不小的利好，可以用它做出更多样的应用出来了。",{"type":25,"tag":37,"props":12648,"children":12649},{},[12650],{"type":25,"tag":582,"props":12651,"children":12654},{"alt":12652,"src":12653},"20240527104257","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240527104257.png",[],{"type":25,"tag":37,"props":12656,"children":12657},{},[12658],{"type":25,"tag":582,"props":12659,"children":12662},{"alt":12660,"src":12661},"20240527104307","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240527104307.png",[],{"type":25,"tag":37,"props":12664,"children":12665},{},[12666],{"type":31,"value":12667},"我相信，这些新功能将让你与Kimi的交流变得更加自然和有趣，让你的生活更加轻松和便捷。",{"type":25,"tag":37,"props":12669,"children":12670},{},[12671],{"type":31,"value":12672},"赶快去体验Kimi智能体功能吧！",{"title":8,"searchDepth":534,"depth":534,"links":12674},[],"content:blogs:20240527091111.md","blogs/20240527091111.md","blogs/20240527091111",{"loc":12591},{"_path":12680,"_dir":6,"_draft":7,"_partial":7,"_locale":8,"title":12681,"description":12682,"date":12683,"image":12684,"alt":12685,"ogImage":12684,"tags":12686,"published":20,"body":12687,"_type":551,"_id":14157,"_source":553,"_file":14158,"_stem":14159,"_extension":556,"sitemap":14160},"/blogs/20240626031111","我是如何用扣子AI工作流筛选并分析自媒体情报信息的","我一直在寻找一种方法来搜集和分析我关注的自媒体领域的信息，包括文章、评论、点赞和转发等。为了解决这个问题，我决定自己动手，通过抓取对标公众号的数据并使用扣子的AI工作流来处理这些数据。首先，我通过公众号后台的网页端抓取对标公众号的数据，并将这些数据存入数据库。然后，我使用Python的Selenium库来自动化操作网页版的公众号后台，获取文章列表和相关信息。接着，我通过LangChain对每篇文章进行总结，并将总结存入数据库。最后，我使用FastAPI生成API，并在扣子上创建插件和工作流，以便AI可以筛选出符合要求的文章。整个过程虽然复杂，但通过扣子的可视化界面，大大简化了开发过程，使得我可以快速实现通过AI筛选自媒体文章的功能。","2024年04月26日","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/blg_使用扣子AI筛选分析情报213.jpg","使用扣子AI筛选分析情报",[12044],{"type":22,"children":12688,"toc":14143},[12689,12694,12699,12704,12710,12715,12720,12726,12731,12759,12764,12770,12775,12780,13799,13804,13809,13815,13820,13825,13864,13869,13995,14000,14005,14011,14017,14022,14030,14035,14043,14049,14054,14062,14067,14073,14078,14086,14091,14099,14104,14110,14115,14123,14128,14134,14139],{"type":25,"tag":26,"props":12690,"children":12692},{"id":12691},"我是如何用扣子ai工作流筛选并分析自媒体情报信息的",[12693],{"type":31,"value":12681},{"type":25,"tag":37,"props":12695,"children":12696},{},[12697],{"type":31,"value":12698},"从开始做自媒体以来，一直有个困惑许久的问题没有解决，那就是搜集我关注的相关领域的对标自媒体一手信息，包括文章、评论、点赞、转发等。一方面，是为了了解我关注的内容，另一方面，也是为了逼迫自己学习更多的内容，从而提高自己的能力。",{"type":25,"tag":37,"props":12700,"children":12701},{},[12702],{"type":31,"value":12703},"但是，目前市面上还没有一款产品能够满足我的需求，于是，我尝试自己动手来解决这个问题。我的策略就是通过抓取对标公众号的数据，来获取我关注的内容并存入数据库，然后在通过扣子的AI工作流来处理这些数据，进行一定的总结和分析，从而得到我关注的内容。",{"type":25,"tag":77,"props":12705,"children":12707},{"id":12706},"_1-抓取对标公众号数据",[12708],{"type":31,"value":12709},"1. 抓取对标公众号数据",{"type":25,"tag":37,"props":12711,"children":12712},{},[12713],{"type":31,"value":12714},"首先，我需要找到我关注的相关领域的对标公众号，然后通过抓取这些公众号的文章、评论、点赞、转发等数据，来获取我关注的内容。然而，我的方法是可以获取到文章信息的，但是获取不到评论、点赞、转发等数据。如果需要获取这些数据，可能需要rpa控制pc端的微信来实现了，由于我主要使用的是Linux和mac电脑，所以暂时没有实现这个功能。",{"type":25,"tag":37,"props":12716,"children":12717},{},[12718],{"type":31,"value":12719},"我的方法是通过公众号后台的网页端来获取对标公众号的数据，然后存入数据库，最后生成API来供我调用。",{"type":25,"tag":230,"props":12721,"children":12723},{"id":12722},"_11-选取对标账号列表",[12724],{"type":31,"value":12725},"1.1 选取对标账号列表",{"type":25,"tag":37,"props":12727,"children":12728},{},[12729],{"type":31,"value":12730},"我是通过csv文件存储我关注的账号，然后通过脚本来读取这些账号，并获取这些账号的文章信息。起初，我还有使用LangChain的loader来获取，并让LLM来更智能的获取账号，然后再做成langchain的tool智能提取文章内容，但是由于抓取过程需要扫码，所以没招，通过python读取它吧。",{"type":25,"tag":37,"props":12732,"children":12733},{},[12734,12739,12744,12749,12754],{"type":25,"tag":582,"props":12735,"children":12738},{"alt":12736,"src":12737},"20240425182014","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182014.png",[],{"type":25,"tag":582,"props":12740,"children":12743},{"alt":12741,"src":12742},"20240425182116","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182116.png",[],{"type":25,"tag":582,"props":12745,"children":12748},{"alt":12746,"src":12747},"20240425182148","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182148.png",[],{"type":25,"tag":582,"props":12750,"children":12753},{"alt":12751,"src":12752},"20240425182233","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182233.png",[],{"type":25,"tag":582,"props":12755,"children":12758},{"alt":12756,"src":12757},"20240425182248","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182248.png",[],{"type":25,"tag":37,"props":12760,"children":12761},{},[12762],{"type":31,"value":12763},"读取对标账号后，就到了最关键的获取账号下文章列表的过程。",{"type":25,"tag":230,"props":12765,"children":12767},{"id":12766},"_12-获取文章列表",[12768],{"type":31,"value":12769},"1.2 获取文章列表",{"type":25,"tag":37,"props":12771,"children":12772},{},[12773],{"type":31,"value":12774},"我是通过python的selenium库来实现的，通过selenium来操作网页版的公众号后台，在编辑文章页面，插入链接处，是有个搜索公众号文章的功能的，虽然比较隐蔽，一般也是用来在自己文章中插入别的公众号文章用的，很多人可能都不知道有这个功能。",{"type":25,"tag":37,"props":12776,"children":12777},{},[12778],{"type":31,"value":12779},"通过这个功能，我就可以获取到账号下所有文章的标题和链接，并存入数据库，至于文章内容，我们也可以一起通过requests访问并存入数据库，但是，这样的话，后面我们在扣子里面会再次访问一遍，从而使工作流变得特别的慢，所以，我在这里用LangChain对每篇文章做了总结，然后，把总结存入数据库，这样，后面在扣子里面访问的时候，就不用再次访问了。",{"type":25,"tag":2701,"props":12781,"children":12783},{"className":3794,"code":12782,"language":3793,"meta":8,"style":8},"class Mp_his:\n    def __init__(self):\n        options = Options()\n        # options.add_argument('--headless')\n        # options.add_argument('--disable-gpu')\n        options.add_argument(\"--incognito\")\n        self.driver = webdriver.Chrome(options=options)\n        self.vars = {}\n\n    def wait_for_window(self, timeout=2):\n        time.sleep(round(timeout / 1000))\n        wh_now = self.driver.window_handles\n        wh_then = self.vars[\"window_handles\"]\n        if len(wh_now) > len(wh_then):\n            return set(wh_now).difference(set(wh_then)).pop()\n    \n    def check_exist(self, link):\n        # 检查数据库中是否存在该文章\n        conn = sqlite3.connect(\"mp1.db\")\n        cursor = conn.cursor()\n        cursor.execute(\"SELECT * FROM mp_articles WHERE link = ?\", (link,))\n        result = cursor.fetchone()\n        conn.close()\n        return result\n    \n    def get_his(self):\n        os.chdir(os.path.dirname(os.path.abspath(__file__)))\n        self.driver.get(\"http://mp.weixin.qq.com/\")\n        self.vars[\"window_handles\"] = self.driver.window_handles\n        if self.driver.find_elements(By.CLASS_NAME, \"login__type__container__scan__qrcode\"):\n            # 等待二维码出现\n            time.sleep(2)\n            qrcode = self.driver.find_element(\n                By.CLASS_NAME, \"login__type__container__scan__qrcode\")\n            qrcode.screenshot(\"./qrcode.png\")\n        # 等待.new-creation__menu-item:nth-child(2) svg出现\n        WebDriverWait(self.driver, 60).until(expected_conditions.presence_of_element_located(\n            (By.CSS_SELECTOR, \".new-creation__menu-item:nth-child(2) svg\")))\n        self.driver.find_element(\n            By.CSS_SELECTOR, \".new-creation__menu-item:nth-child(2) svg\").click()\n        self.vars[\"win670\"] = self.wait_for_window(2000)\n        self.driver.switch_to.window(self.vars[\"win670\"])\n        self.driver.find_element(By.ID, \"js_editor_insertlink\").click()\n        # 从mp.csv中读取公众号名称\n        with open('mp.csv', 'r', encoding='utf-8') as f:\n            reader = csv.reader(f)\n            for row in reader:\n                self.driver.find_element(\n                    By.XPATH, \"//button[contains(.,\\'选择其他公众号\\')]\").click()\n                # 输入公众号名称\n                self.driver.find_element(\n                    By.CSS_SELECTOR, \".weui-desktop-search__wrp .weui-desktop-form__input\").send_keys(row[0])\n                self.driver.find_element(\n                    By.CSS_SELECTOR, \".weui-desktop-search__wrp .weui-desktop-form__input\").send_keys(Keys.ENTER)\n                time.sleep(1)\n                # 选择第一个公众号.inner_link_account_item的第一个\n                WebDriverWait(self.driver, 60).until(expected_conditions.presence_of_element_located(\n                    (By.CSS_SELECTOR, \".inner_link_account_item:nth-child(1)\")\n                ))\n                self.driver.find_element(\n                    By.CSS_SELECTOR, \".inner_link_account_item:nth-child(1)\").click()\n                # 循环class 为 .inner_link_article_item的 label 标签\n                for i in range(1, 10):\n                    WebDriverWait(self.driver, 60).until(expected_conditions.presence_of_element_located(\n                        (By.CSS_SELECTOR, f\".inner_link_article_item:nth-child({i})\")))\n                    label = self.driver.find_element(\n                        By.CSS_SELECTOR, f\".inner_link_article_item:nth-child({i})\")\n                    author = row[0]\n                    title = label.find_element(\n                        By.CSS_SELECTOR, \"div span:nth-child(2)\").text\n                    publish_date_str = label.find_element(\n                        By.CSS_SELECTOR, \".inner_link_article_date\").text\n                    publish_date = datetime.strptime(\n                        publish_date_str, \"%Y-%m-%d\")\n                    link = label.find_element(\n                        By.CSS_SELECTOR, \"a\").get_attribute(\"href\")\n                    # 当发布时间小于昨天，结束循环\n                    if publish_date \u003C datetime.now() - timedelta(days=7):\n                        print(\"发布时间小于一周，结束循环\")\n                        break\n                    # 数据库里面有这篇文章，结束循环\n                    if self.check_exist(link):\n                        break\n                    \n                    summary = \"\"\n                    # 加载html并获取概述\n                    if os.environ['SUMMARY_FLAG'] == 'True':\n                        loader = AsyncHtmlLoader([link])\n                        doc = loader.load()\n                        h2t = Html2TextTransformer()\n                        docs_transformed = h2t.transform_documents(doc)\n                        text_splitter = RecursiveCharacterTextSplitter()\n                        texts = text_splitter.split_documents(docs_transformed)\n                        prompt_template = \"\"\"写下一段文字的摘要:\n\"{text}\"\n摘要内容:\"\"\"\n                        prompt = PromptTemplate.from_template(prompt_template)\n                        llm_chain = LLMChain(llm=QianfanChatEndpoint(temperature=0.1), prompt=prompt)\n                        stuff_chain = StuffDocumentsChain(llm_chain=llm_chain, document_variable_name=\"text\")\n                        summary = stuff_chain.invoke(texts)[\"output_text\"]\n\n                    # 写入mysql数据库\n                    import mysql.connector\n                    \n                    mydb = mysql.connector.connect(\n                        host=\"YOUR_HOST\",\n                        user=\"YOURUSER\",\n                        password=\"YOURPASS\",\n                        database=\"YOURDB\"\n                    )\n                    mycursor = mydb.cursor()\n                    mycursor.execute(\n                        \"INSERT INTO mp_articles (title, author, publish_date, link, summary) VALUES (%s, %s, %s, %s, %s)\", (title, author, publish_date, link, summary))\n                    mydb.commit()\n\n                    print(f\"{title} 写入成功\")\n",[12784],{"type":25,"tag":2100,"props":12785,"children":12786},{"__ignoreMap":8},[12787,12795,12803,12811,12819,12827,12835,12843,12851,12858,12866,12874,12882,12890,12898,12906,12914,12922,12930,12938,12946,12954,12962,12970,12979,12987,12996,13005,13014,13023,13032,13041,13050,13059,13068,13077,13086,13095,13104,13113,13122,13131,13140,13149,13158,13167,13176,13185,13194,13203,13212,13220,13229,13237,13246,13255,13264,13273,13282,13291,13299,13308,13317,13326,13335,13344,13353,13362,13371,13380,13389,13398,13407,13416,13425,13434,13443,13452,13461,13470,13479,13488,13497,13505,13514,13523,13532,13541,13550,13559,13568,13577,13586,13595,13604,13613,13622,13631,13640,13649,13658,13666,13675,13684,13692,13701,13710,13719,13728,13737,13746,13755,13764,13773,13782,13790],{"type":25,"tag":3637,"props":12788,"children":12789},{"class":3639,"line":3640},[12790],{"type":25,"tag":3637,"props":12791,"children":12792},{},[12793],{"type":31,"value":12794},"class Mp_his:\n",{"type":25,"tag":3637,"props":12796,"children":12797},{"class":3639,"line":534},[12798],{"type":25,"tag":3637,"props":12799,"children":12800},{},[12801],{"type":31,"value":12802},"    def __init__(self):\n",{"type":25,"tag":3637,"props":12804,"children":12805},{"class":3639,"line":541},[12806],{"type":25,"tag":3637,"props":12807,"children":12808},{},[12809],{"type":31,"value":12810},"        options = Options()\n",{"type":25,"tag":3637,"props":12812,"children":12813},{"class":3639,"line":3825},[12814],{"type":25,"tag":3637,"props":12815,"children":12816},{},[12817],{"type":31,"value":12818},"        # options.add_argument('--headless')\n",{"type":25,"tag":3637,"props":12820,"children":12821},{"class":3639,"line":3834},[12822],{"type":25,"tag":3637,"props":12823,"children":12824},{},[12825],{"type":31,"value":12826},"        # options.add_argument('--disable-gpu')\n",{"type":25,"tag":3637,"props":12828,"children":12829},{"class":3639,"line":4290},[12830],{"type":25,"tag":3637,"props":12831,"children":12832},{},[12833],{"type":31,"value":12834},"        options.add_argument(\"--incognito\")\n",{"type":25,"tag":3637,"props":12836,"children":12837},{"class":3639,"line":4299},[12838],{"type":25,"tag":3637,"props":12839,"children":12840},{},[12841],{"type":31,"value":12842},"        self.driver = webdriver.Chrome(options=options)\n",{"type":25,"tag":3637,"props":12844,"children":12845},{"class":3639,"line":4308},[12846],{"type":25,"tag":3637,"props":12847,"children":12848},{},[12849],{"type":31,"value":12850},"        self.vars = 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self.driver.window_handles\n",{"type":25,"tag":3637,"props":12883,"children":12884},{"class":3639,"line":4352},[12885],{"type":25,"tag":3637,"props":12886,"children":12887},{},[12888],{"type":31,"value":12889},"        wh_then = self.vars[\"window_handles\"]\n",{"type":25,"tag":3637,"props":12891,"children":12892},{"class":3639,"line":4361},[12893],{"type":25,"tag":3637,"props":12894,"children":12895},{},[12896],{"type":31,"value":12897},"        if len(wh_now) > len(wh_then):\n",{"type":25,"tag":3637,"props":12899,"children":12900},{"class":3639,"line":4370},[12901],{"type":25,"tag":3637,"props":12902,"children":12903},{},[12904],{"type":31,"value":12905},"            return set(wh_now).difference(set(wh_then)).pop()\n",{"type":25,"tag":3637,"props":12907,"children":12908},{"class":3639,"line":4379},[12909],{"type":25,"tag":3637,"props":12910,"children":12911},{},[12912],{"type":31,"value":12913},"    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conn.cursor()\n",{"type":25,"tag":3637,"props":12947,"children":12948},{"class":3639,"line":4423},[12949],{"type":25,"tag":3637,"props":12950,"children":12951},{},[12952],{"type":31,"value":12953},"        cursor.execute(\"SELECT * FROM mp_articles WHERE link = ?\", (link,))\n",{"type":25,"tag":3637,"props":12955,"children":12956},{"class":3639,"line":4431},[12957],{"type":25,"tag":3637,"props":12958,"children":12959},{},[12960],{"type":31,"value":12961},"        result = cursor.fetchone()\n",{"type":25,"tag":3637,"props":12963,"children":12964},{"class":3639,"line":4440},[12965],{"type":25,"tag":3637,"props":12966,"children":12967},{},[12968],{"type":31,"value":12969},"        conn.close()\n",{"type":25,"tag":3637,"props":12971,"children":12973},{"class":3639,"line":12972},24,[12974],{"type":25,"tag":3637,"props":12975,"children":12976},{},[12977],{"type":31,"value":12978},"        return result\n",{"type":25,"tag":3637,"props":12980,"children":12982},{"class":3639,"line":12981},25,[12983],{"type":25,"tag":3637,"props":12984,"children":12985},{},[12986],{"type":31,"value":12913},{"type":25,"tag":3637,"props":12988,"children":12990},{"class":3639,"line":12989},26,[12991],{"type":25,"tag":3637,"props":12992,"children":12993},{},[12994],{"type":31,"value":12995},"    def get_his(self):\n",{"type":25,"tag":3637,"props":12997,"children":12999},{"class":3639,"line":12998},27,[13000],{"type":25,"tag":3637,"props":13001,"children":13002},{},[13003],{"type":31,"value":13004},"        os.chdir(os.path.dirname(os.path.abspath(__file__)))\n",{"type":25,"tag":3637,"props":13006,"children":13008},{"class":3639,"line":13007},28,[13009],{"type":25,"tag":3637,"props":13010,"children":13011},{},[13012],{"type":31,"value":13013},"        self.driver.get(\"http://mp.weixin.qq.com/\")\n",{"type":25,"tag":3637,"props":13015,"children":13017},{"class":3639,"line":13016},29,[13018],{"type":25,"tag":3637,"props":13019,"children":13020},{},[13021],{"type":31,"value":13022},"        self.vars[\"window_handles\"] = self.driver.window_handles\n",{"type":25,"tag":3637,"props":13024,"children":13026},{"class":3639,"line":13025},30,[13027],{"type":25,"tag":3637,"props":13028,"children":13029},{},[13030],{"type":31,"value":13031},"        if self.driver.find_elements(By.CLASS_NAME, \"login__type__container__scan__qrcode\"):\n",{"type":25,"tag":3637,"props":13033,"children":13035},{"class":3639,"line":13034},31,[13036],{"type":25,"tag":3637,"props":13037,"children":13038},{},[13039],{"type":31,"value":13040},"            # 等待二维码出现\n",{"type":25,"tag":3637,"props":13042,"children":13044},{"class":3639,"line":13043},32,[13045],{"type":25,"tag":3637,"props":13046,"children":13047},{},[13048],{"type":31,"value":13049},"            time.sleep(2)\n",{"type":25,"tag":3637,"props":13051,"children":13053},{"class":3639,"line":13052},33,[13054],{"type":25,"tag":3637,"props":13055,"children":13056},{},[13057],{"type":31,"value":13058},"            qrcode = self.driver.find_element(\n",{"type":25,"tag":3637,"props":13060,"children":13062},{"class":3639,"line":13061},34,[13063],{"type":25,"tag":3637,"props":13064,"children":13065},{},[13066],{"type":31,"value":13067},"                By.CLASS_NAME, \"login__type__container__scan__qrcode\")\n",{"type":25,"tag":3637,"props":13069,"children":13071},{"class":3639,"line":13070},35,[13072],{"type":25,"tag":3637,"props":13073,"children":13074},{},[13075],{"type":31,"value":13076},"            qrcode.screenshot(\"./qrcode.png\")\n",{"type":25,"tag":3637,"props":13078,"children":13080},{"class":3639,"line":13079},36,[13081],{"type":25,"tag":3637,"props":13082,"children":13083},{},[13084],{"type":31,"value":13085},"        # 等待.new-creation__menu-item:nth-child(2) 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self.driver.find_element(\n",{"type":25,"tag":3637,"props":13195,"children":13197},{"class":3639,"line":13196},49,[13198],{"type":25,"tag":3637,"props":13199,"children":13200},{},[13201],{"type":31,"value":13202},"                    By.XPATH, \"//button[contains(.,\\'选择其他公众号\\')]\").click()\n",{"type":25,"tag":3637,"props":13204,"children":13206},{"class":3639,"line":13205},50,[13207],{"type":25,"tag":3637,"props":13208,"children":13209},{},[13210],{"type":31,"value":13211},"                # 输入公众号名称\n",{"type":25,"tag":3637,"props":13213,"children":13215},{"class":3639,"line":13214},51,[13216],{"type":25,"tag":3637,"props":13217,"children":13218},{},[13219],{"type":31,"value":13193},{"type":25,"tag":3637,"props":13221,"children":13223},{"class":3639,"line":13222},52,[13224],{"type":25,"tag":3637,"props":13225,"children":13226},{},[13227],{"type":31,"value":13228},"                    By.CSS_SELECTOR, \".weui-desktop-search__wrp 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'config/tasks.yaml'\n",{"type":25,"tag":3637,"props":15522,"children":15523},{"class":3639,"line":12998},[15524],{"type":25,"tag":3637,"props":15525,"children":15526},{},[15527],{"type":31,"value":12913},{"type":25,"tag":3637,"props":15529,"children":15530},{"class":3639,"line":13007},[15531],{"type":25,"tag":3637,"props":15532,"children":15533},{},[15534],{"type":31,"value":15535},"    @agent\n",{"type":25,"tag":3637,"props":15537,"children":15538},{"class":3639,"line":13016},[15539],{"type":25,"tag":3637,"props":15540,"children":15541},{},[15542],{"type":31,"value":15543},"    def writer(self) -> Agent:\n",{"type":25,"tag":3637,"props":15545,"children":15546},{"class":3639,"line":13025},[15547],{"type":25,"tag":3637,"props":15548,"children":15549},{},[15550],{"type":31,"value":15551},"        return Agent(\n",{"type":25,"tag":3637,"props":15553,"children":15554},{"class":3639,"line":13034},[15555],{"type":25,"tag":3637,"props":15556,"children":15557},{},[15558],{"type":31,"value":15559},"            config=self.agents_config['writer'],\n",{"type":25,"tag":3637,"props":15561,"children":15562},{"class":3639,"line":13043},[15563],{"type":25,"tag":3637,"props":15564,"children":15565},{},[15566],{"type":31,"value":15567},"            tools=[get_weekly_reports_tool], \n",{"type":25,"tag":3637,"props":15569,"children":15570},{"class":3639,"line":13052},[15571],{"type":25,"tag":3637,"props":15572,"children":15573},{},[15574],{"type":31,"value":15575},"            verbose=True,\n",{"type":25,"tag":3637,"props":15577,"children":15578},{"class":3639,"line":13061},[15579],{"type":25,"tag":3637,"props":15580,"children":15581},{},[15582],{"type":31,"value":15583},"            llm=llm, 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)\n",{"type":25,"tag":3637,"props":15609,"children":15610},{"class":3639,"line":13097},[15611],{"type":25,"tag":3637,"props":15612,"children":15613},{},[15614],{"type":31,"value":12913},{"type":25,"tag":3637,"props":15616,"children":15617},{"class":3639,"line":13106},[15618],{"type":25,"tag":3637,"props":15619,"children":15620},{},[15621],{"type":31,"value":15535},{"type":25,"tag":3637,"props":15623,"children":15624},{"class":3639,"line":13115},[15625],{"type":25,"tag":3637,"props":15626,"children":15627},{},[15628],{"type":31,"value":15629},"    def sender(self) -> Agent:\n",{"type":25,"tag":3637,"props":15631,"children":15632},{"class":3639,"line":13124},[15633],{"type":25,"tag":3637,"props":15634,"children":15635},{},[15636],{"type":31,"value":15551},{"type":25,"tag":3637,"props":15638,"children":15639},{"class":3639,"line":13133},[15640],{"type":25,"tag":3637,"props":15641,"children":15642},{},[15643],{"type":31,"value":15644},"            config=self.agents_config['sender'],\n",{"type":25,"tag":3637,"props":15646,"children":15647},{"class":3639,"line":13142},[15648],{"type":25,"tag":3637,"props":15649,"children":15650},{},[15651],{"type":31,"value":15652},"            tools=[send_email_tool, send_yuque_doc_tool],\n",{"type":25,"tag":3637,"props":15654,"children":15655},{"class":3639,"line":13151},[15656],{"type":25,"tag":3637,"props":15657,"children":15658},{},[15659],{"type":31,"value":15575},{"type":25,"tag":3637,"props":15661,"children":15662},{"class":3639,"line":13160},[15663],{"type":25,"tag":3637,"props":15664,"children":15665},{},[15666],{"type":31,"value":15583},{"type":25,"tag":3637,"props":15668,"children":15669},{"class":3639,"line":13169},[15670],{"type":25,"tag":3637,"props":15671,"children":15672},{},[15673],{"type":31,"value":15591},{"type":25,"tag":3637,"props":15675,"children":15676},{"class":3639,"line":13178},[15677],{"type":25,"tag":3637,"props":15678,"children":15679},{},[15680],{"type":31,"value":15599},{"type":25,"tag":3637,"props":15682,"children":15683},{"class":3639,"line":13187},[15684],{"type":25,"tag":3637,"props":15685,"children":15686},{},[15687],{"type":31,"value":15607},{"type":25,"tag":3637,"props":15689,"children":15690},{"class":3639,"line":13196},[15691],{"type":25,"tag":3637,"props":15692,"children":15693},{"emptyLinePlaceholder":20},[15694],{"type":31,"value":4279},{"type":25,"tag":3637,"props":15696,"children":15697},{"class":3639,"line":13205},[15698],{"type":25,"tag":3637,"props":15699,"children":15700},{},[15701],{"type":31,"value":15702},"    @task\n",{"type":25,"tag":3637,"props":15704,"children":15705},{"class":3639,"line":13214},[15706],{"type":25,"tag":3637,"props":15707,"children":15708},{},[15709],{"type":31,"value":15710},"    def writing_task(self) -> Task:\n",{"type":25,"tag":3637,"props":15712,"children":15713},{"class":3639,"line":13222},[15714],{"type":25,"tag":3637,"props":15715,"children":15716},{},[15717],{"type":31,"value":15718},"        return Task(\n",{"type":25,"tag":3637,"props":15720,"children":15721},{"class":3639,"line":13231},[15722],{"type":25,"tag":3637,"props":15723,"children":15724},{},[15725],{"type":31,"value":15726},"            config=self.tasks_config['writing_task'],\n",{"type":25,"tag":3637,"props":15728,"children":15729},{"class":3639,"line":13239},[15730],{"type":25,"tag":3637,"props":15731,"children":15732},{},[15733],{"type":31,"value":15734},"            agent=self.writer(),\n",{"type":25,"tag":3637,"props":15736,"children":15737},{"class":3639,"line":13248},[15738],{"type":25,"tag":3637,"props":15739,"children":15740},{},[15741],{"type":31,"value":15742},"            # context=[self.manage_task()]\n",{"type":25,"tag":3637,"props":15744,"children":15745},{"class":3639,"line":13257},[15746],{"type":25,"tag":3637,"props":15747,"children":15748},{},[15749],{"type":31,"value":15607},{"type":25,"tag":3637,"props":15751,"children":15752},{"class":3639,"line":13266},[15753],{"type":25,"tag":3637,"props":15754,"children":15755},{},[15756],{"type":31,"value":12913},{"type":25,"tag":3637,"props":15758,"children":15759},{"class":3639,"line":13275},[15760],{"type":25,"tag":3637,"props":15761,"children":15762},{},[15763],{"type":31,"value":15702},{"type":25,"tag":3637,"props":15765,"children":15766},{"class":3639,"line":13284},[15767],{"type":25,"tag":3637,"props":15768,"children":15769},{},[15770],{"type":31,"value":15771},"    def send_task(self) -> Task:\n",{"type":25,"tag":3637,"props":15773,"children":15774},{"class":3639,"line":13293},[15775],{"type":25,"tag":3637,"props":15776,"children":15777},{},[15778],{"type":31,"value":15718},{"type":25,"tag":3637,"props":15780,"children":15781},{"class":3639,"line":13301},[15782],{"type":25,"tag":3637,"props":15783,"children":15784},{},[15785],{"type":31,"value":15786},"            config=self.tasks_config['send_task'],\n",{"type":25,"tag":3637,"props":15788,"children":15789},{"class":3639,"line":13310},[15790],{"type":25,"tag":3637,"props":15791,"children":15792},{},[15793],{"type":31,"value":15794},"            agent=self.sender(),\n",{"type":25,"tag":3637,"props":15796,"children":15797},{"class":3639,"line":13319},[15798],{"type":25,"tag":3637,"props":15799,"children":15800},{},[15801],{"type":31,"value":15802},"            context=[self.writing_task()]\n",{"type":25,"tag":3637,"props":15804,"children":15805},{"class":3639,"line":13328},[15806],{"type":25,"tag":3637,"props":15807,"children":15808},{},[15809],{"type":31,"value":15607},{"type":25,"tag":3637,"props":15811,"children":15812},{"class":3639,"line":13337},[15813],{"type":25,"tag":3637,"props":15814,"children":15815},{"emptyLinePlaceholder":20},[15816],{"type":31,"value":4279},{"type":25,"tag":3637,"props":15818,"children":15819},{"class":3639,"line":13346},[15820],{"type":25,"tag":3637,"props":15821,"children":15822},{},[15823],{"type":31,"value":15824},"    @crew\n",{"type":25,"tag":3637,"props":15826,"children":15827},{"class":3639,"line":13355},[15828],{"type":25,"tag":3637,"props":15829,"children":15830},{},[15831],{"type":31,"value":15832},"    def crew(self) -> Crew:\n",{"type":25,"tag":3637,"props":15834,"children":15835},{"class":3639,"line":13364},[15836],{"type":25,"tag":3637,"props":15837,"children":15838},{},[15839],{"type":31,"value":15840},"        \"\"\"Creates the WeeklyReport crew\"\"\"\n",{"type":25,"tag":3637,"props":15842,"children":15843},{"class":3639,"line":13373},[15844],{"type":25,"tag":3637,"props":15845,"children":15846},{},[15847],{"type":31,"value":15848},"        return Crew(\n",{"type":25,"tag":3637,"props":15850,"children":15851},{"class":3639,"line":13382},[15852],{"type":25,"tag":3637,"props":15853,"children":15854},{},[15855],{"type":31,"value":15856},"            agents=self.agents, # Automatically created by the @agent decorator\n",{"type":25,"tag":3637,"props":15858,"children":15859},{"class":3639,"line":13391},[15860],{"type":25,"tag":3637,"props":15861,"children":15862},{},[15863],{"type":31,"value":15864},"            tasks=self.tasks, # Automatically created by the @task decorator\n",{"type":25,"tag":3637,"props":15866,"children":15867},{"class":3639,"line":13400},[15868],{"type":25,"tag":3637,"props":15869,"children":15870},{},[15871],{"type":31,"value":15872},"            # process=Process.sequential,\n",{"type":25,"tag":3637,"props":15874,"children":15875},{"class":3639,"line":13409},[15876],{"type":25,"tag":3637,"props":15877,"children":15878},{},[15879],{"type":31,"value":15880},"            verbose=2,\n",{"type":25,"tag":3637,"props":15882,"children":15883},{"class":3639,"line":13418},[15884],{"type":25,"tag":3637,"props":15885,"children":15886},{},[15887],{"type":31,"value":15888},"            process=Process.hierarchical, # In case you wanna use that instead https://docs.crewai.com/how-to/Hierarchical/\n",{"type":25,"tag":3637,"props":15890,"children":15891},{"class":3639,"line":13427},[15892],{"type":25,"tag":3637,"props":15893,"children":15894},{},[15895],{"type":31,"value":15896},"            manager_llm=function_calling_llm,\n",{"type":25,"tag":3637,"props":15898,"children":15899},{"class":3639,"line":13436},[15900],{"type":25,"tag":3637,"props":15901,"children":15902},{},[15903],{"type":31,"value":15607},{"type":25,"tag":37,"props":15905,"children":15906},{},[15907],{"type":25,"tag":41,"props":15908,"children":15909},{},[15910],{"type":31,"value":15911},"自定义工具开发：",{"type":25,"tag":37,"props":15913,"children":15914},{},[15915,15917,15923,15925,15931,15932,15938],{"type":31,"value":15916},"在CrewAI框架中，自定义工具是通过Python类来实现的，这些类继承自",{"type":25,"tag":2100,"props":15918,"children":15920},{"className":15919},[],[15921],{"type":31,"value":15922},"BaseTool",{"type":31,"value":15924},"，并根据需要完成特定的任务。例如，",{"type":25,"tag":2100,"props":15926,"children":15928},{"className":15927},[],[15929],{"type":31,"value":15930},"SendEmailTool",{"type":31,"value":136},{"type":25,"tag":2100,"props":15933,"children":15935},{"className":15934},[],[15936],{"type":31,"value":15937},"SendYuqueDocTool",{"type":31,"value":15939},"是两个用于发送邮件和发布语雀文档的工具。",{"type":25,"tag":249,"props":15941,"children":15942},{},[15943],{"type":25,"tag":253,"props":15944,"children":15945},{},[15946,15950,15952,15958],{"type":25,"tag":41,"props":15947,"children":15948},{},[15949],{"type":31,"value":15930},{"type":31,"value":15951},"：这个工具负责发送包含周报内容的邮件。它使用Python的",{"type":25,"tag":2100,"props":15953,"children":15955},{"className":15954},[],[15956],{"type":31,"value":15957},"smtplib",{"type":31,"value":15959},"库来通过阿里云企业邮箱发送邮件。工具的输入是一个包含邮件内容的字符串，输出是发送成功或失败的信息。",{"type":25,"tag":2701,"props":15961,"children":15963},{"className":3794,"code":15962,"language":3793,"meta":8,"style":8},"import os\n\nfrom dotenv import load_dotenv\nfrom crewai_tools import BaseTool\nfrom pydantic.v1 import BaseModel, Field\nfrom typing import Type, List\n\nclass SendEmailInput(BaseModel):\n    content: str = Field(..., title=\"邮件正文\", description=\"周报的具体内容\")\n\nclass SendEmailTool(BaseTool):\n    name: str = \"发送邮件工具\"\n    description: str = \"用于发送部门周报邮件，标题和收件人都不需要填写，固定为AI&UI小组工作周报\"\n    args_schema: Type[BaseModel] = SendEmailInput\n\n    def send_email(self, content: str):\n        load_dotenv()\n        # 配置阿里企业邮箱\n        mail_host = \"smtp.qiye.aliyun.com\"\n        sender = os.getenv(\"ALI_SENDER\")\n        passwd = os.getenv(\"ALI_PASSWD\")\n        import smtplib\n        from email.mime.text import MIMEText\n        from email.header import Header\n        from email.utils import formataddr\n        receivers = os.getenv(\"ALI_RECEIVERS\")\n        # 用markdown格式发送邮件\n        content = f\"\"\"{content}\"\"\"\n        import markdown2\n        content = markdown2.markdown(content)\n        print(content)\n        print(sender)\n        print(receivers)\n        msg = MIMEText(content, 'html', 'utf-8')\n        msg['From'] = formataddr([\"xdfs\", sender])\n        msg['To'] = receivers\n        msg['Subject'] = Header(\"AI&UI小组工作周报\", 'utf-8').encode()\n        print(msg)\n        to_list = receivers.split(',')\n        try:\n            server = smtplib.SMTP_SSL(mail_host, 465)\n            server.login(sender, passwd)\n            server.sendmail(sender, to_list, msg.as_string())\n            server.close()\n            return '邮件发送成功'\n        except Exception as e:\n            return '邮件发送失败 %s' % e\n    \n    def _run(self, content: str) -> str:\n        load_dotenv()\n        result = self.send_email(content)\n        return result\n",[15964],{"type":25,"tag":2100,"props":15965,"children":15966},{"__ignoreMap":8},[15967,15975,15982,15990,15998,16006,16014,16021,16029,16037,16044,16052,16060,16068,16076,16083,16091,16099,16107,16115,16123,16131,16139,16147,16155,16163,16171,16179,16187,16195,16203,16211,16219,16227,16235,16243,16251,16259,16267,16275,16283,16291,16299,16307,16315,16323,16331,16339,16346,16354,16361,16369],{"type":25,"tag":3637,"props":15968,"children":15969},{"class":3639,"line":3640},[15970],{"type":25,"tag":3637,"props":15971,"children":15972},{},[15973],{"type":31,"value":15974},"import os\n",{"type":25,"tag":3637,"props":15976,"children":15977},{"class":3639,"line":534},[15978],{"type":25,"tag":3637,"props":15979,"children":15980},{"emptyLinePlaceholder":20},[15981],{"type":31,"value":4279},{"type":25,"tag":3637,"props":15983,"children":15984},{"class":3639,"line":541},[15985],{"type":25,"tag":3637,"props":15986,"children":15987},{},[15988],{"type":31,"value":15989},"from dotenv import load_dotenv\n",{"type":25,"tag":3637,"props":15991,"children":15992},{"class":3639,"line":3825},[15993],{"type":25,"tag":3637,"props":15994,"children":15995},{},[15996],{"type":31,"value":15997},"from crewai_tools import BaseTool\n",{"type":25,"tag":3637,"props":15999,"children":16000},{"class":3639,"line":3834},[16001],{"type":25,"tag":3637,"props":16002,"children":16003},{},[16004],{"type":31,"value":16005},"from pydantic.v1 import BaseModel, Field\n",{"type":25,"tag":3637,"props":16007,"children":16008},{"class":3639,"line":4290},[16009],{"type":25,"tag":3637,"props":16010,"children":16011},{},[16012],{"type":31,"value":16013},"from typing import Type, List\n",{"type":25,"tag":3637,"props":16015,"children":16016},{"class":3639,"line":4299},[16017],{"type":25,"tag":3637,"props":16018,"children":16019},{"emptyLinePlaceholder":20},[16020],{"type":31,"value":4279},{"type":25,"tag":3637,"props":16022,"children":16023},{"class":3639,"line":4308},[16024],{"type":25,"tag":3637,"props":16025,"children":16026},{},[16027],{"type":31,"value":16028},"class SendEmailInput(BaseModel):\n",{"type":25,"tag":3637,"props":16030,"children":16031},{"class":3639,"line":4317},[16032],{"type":25,"tag":3637,"props":16033,"children":16034},{},[16035],{"type":31,"value":16036},"    content: str = Field(..., title=\"邮件正文\", description=\"周报的具体内容\")\n",{"type":25,"tag":3637,"props":16038,"children":16039},{"class":3639,"line":4326},[16040],{"type":25,"tag":3637,"props":16041,"children":16042},{"emptyLinePlaceholder":20},[16043],{"type":31,"value":4279},{"type":25,"tag":3637,"props":16045,"children":16046},{"class":3639,"line":4335},[16047],{"type":25,"tag":3637,"props":16048,"children":16049},{},[16050],{"type":31,"value":16051},"class SendEmailTool(BaseTool):\n",{"type":25,"tag":3637,"props":16053,"children":16054},{"class":3639,"line":4343},[16055],{"type":25,"tag":3637,"props":16056,"children":16057},{},[16058],{"type":31,"value":16059},"    name: str = \"发送邮件工具\"\n",{"type":25,"tag":3637,"props":16061,"children":16062},{"class":3639,"line":4352},[16063],{"type":25,"tag":3637,"props":16064,"children":16065},{},[16066],{"type":31,"value":16067},"    description: str = \"用于发送部门周报邮件，标题和收件人都不需要填写，固定为AI&UI小组工作周报\"\n",{"type":25,"tag":3637,"props":16069,"children":16070},{"class":3639,"line":4361},[16071],{"type":25,"tag":3637,"props":16072,"children":16073},{},[16074],{"type":31,"value":16075},"    args_schema: Type[BaseModel] = SendEmailInput\n",{"type":25,"tag":3637,"props":16077,"children":16078},{"class":3639,"line":4370},[16079],{"type":25,"tag":3637,"props":16080,"children":16081},{"emptyLinePlaceholder":20},[16082],{"type":31,"value":4279},{"type":25,"tag":3637,"props":16084,"children":16085},{"class":3639,"line":4379},[16086],{"type":25,"tag":3637,"props":16087,"children":16088},{},[16089],{"type":31,"value":16090},"    def send_email(self, content: str):\n",{"type":25,"tag":3637,"props":16092,"children":16093},{"class":3639,"line":4388},[16094],{"type":25,"tag":3637,"props":16095,"children":16096},{},[16097],{"type":31,"value":16098},"        load_dotenv()\n",{"type":25,"tag":3637,"props":16100,"children":16101},{"class":3639,"line":4396},[16102],{"type":25,"tag":3637,"props":16103,"children":16104},{},[16105],{"type":31,"value":16106},"        # 配置阿里企业邮箱\n",{"type":25,"tag":3637,"props":16108,"children":16109},{"class":3639,"line":4405},[16110],{"type":25,"tag":3637,"props":16111,"children":16112},{},[16113],{"type":31,"value":16114},"        mail_host = \"smtp.qiye.aliyun.com\"\n",{"type":25,"tag":3637,"props":16116,"children":16117},{"class":3639,"line":4414},[16118],{"type":25,"tag":3637,"props":16119,"children":16120},{},[16121],{"type":31,"value":16122},"        sender = os.getenv(\"ALI_SENDER\")\n",{"type":25,"tag":3637,"props":16124,"children":16125},{"class":3639,"line":4423},[16126],{"type":25,"tag":3637,"props":16127,"children":16128},{},[16129],{"type":31,"value":16130},"        passwd = os.getenv(\"ALI_PASSWD\")\n",{"type":25,"tag":3637,"props":16132,"children":16133},{"class":3639,"line":4431},[16134],{"type":25,"tag":3637,"props":16135,"children":16136},{},[16137],{"type":31,"value":16138},"        import smtplib\n",{"type":25,"tag":3637,"props":16140,"children":16141},{"class":3639,"line":4440},[16142],{"type":25,"tag":3637,"props":16143,"children":16144},{},[16145],{"type":31,"value":16146},"        from email.mime.text import MIMEText\n",{"type":25,"tag":3637,"props":16148,"children":16149},{"class":3639,"line":12972},[16150],{"type":25,"tag":3637,"props":16151,"children":16152},{},[16153],{"type":31,"value":16154},"        from email.header import Header\n",{"type":25,"tag":3637,"props":16156,"children":16157},{"class":3639,"line":12981},[16158],{"type":25,"tag":3637,"props":16159,"children":16160},{},[16161],{"type":31,"value":16162},"        from email.utils import formataddr\n",{"type":25,"tag":3637,"props":16164,"children":16165},{"class":3639,"line":12989},[16166],{"type":25,"tag":3637,"props":16167,"children":16168},{},[16169],{"type":31,"value":16170},"        receivers = os.getenv(\"ALI_RECEIVERS\")\n",{"type":25,"tag":3637,"props":16172,"children":16173},{"class":3639,"line":12998},[16174],{"type":25,"tag":3637,"props":16175,"children":16176},{},[16177],{"type":31,"value":16178},"        # 用markdown格式发送邮件\n",{"type":25,"tag":3637,"props":16180,"children":16181},{"class":3639,"line":13007},[16182],{"type":25,"tag":3637,"props":16183,"children":16184},{},[16185],{"type":31,"value":16186},"        content = f\"\"\"{content}\"\"\"\n",{"type":25,"tag":3637,"props":16188,"children":16189},{"class":3639,"line":13016},[16190],{"type":25,"tag":3637,"props":16191,"children":16192},{},[16193],{"type":31,"value":16194},"        import markdown2\n",{"type":25,"tag":3637,"props":16196,"children":16197},{"class":3639,"line":13025},[16198],{"type":25,"tag":3637,"props":16199,"children":16200},{},[16201],{"type":31,"value":16202},"        content = markdown2.markdown(content)\n",{"type":25,"tag":3637,"props":16204,"children":16205},{"class":3639,"line":13034},[16206],{"type":25,"tag":3637,"props":16207,"children":16208},{},[16209],{"type":31,"value":16210},"        print(content)\n",{"type":25,"tag":3637,"props":16212,"children":16213},{"class":3639,"line":13043},[16214],{"type":25,"tag":3637,"props":16215,"children":16216},{},[16217],{"type":31,"value":16218},"        print(sender)\n",{"type":25,"tag":3637,"props":16220,"children":16221},{"class":3639,"line":13052},[16222],{"type":25,"tag":3637,"props":16223,"children":16224},{},[16225],{"type":31,"value":16226},"        print(receivers)\n",{"type":25,"tag":3637,"props":16228,"children":16229},{"class":3639,"line":13061},[16230],{"type":25,"tag":3637,"props":16231,"children":16232},{},[16233],{"type":31,"value":16234},"        msg = MIMEText(content, 'html', 'utf-8')\n",{"type":25,"tag":3637,"props":16236,"children":16237},{"class":3639,"line":13070},[16238],{"type":25,"tag":3637,"props":16239,"children":16240},{},[16241],{"type":31,"value":16242},"        msg['From'] = formataddr([\"xdfs\", sender])\n",{"type":25,"tag":3637,"props":16244,"children":16245},{"class":3639,"line":13079},[16246],{"type":25,"tag":3637,"props":16247,"children":16248},{},[16249],{"type":31,"value":16250},"        msg['To'] = receivers\n",{"type":25,"tag":3637,"props":16252,"children":16253},{"class":3639,"line":13088},[16254],{"type":25,"tag":3637,"props":16255,"children":16256},{},[16257],{"type":31,"value":16258},"        msg['Subject'] = Header(\"AI&UI小组工作周报\", 'utf-8').encode()\n",{"type":25,"tag":3637,"props":16260,"children":16261},{"class":3639,"line":13097},[16262],{"type":25,"tag":3637,"props":16263,"children":16264},{},[16265],{"type":31,"value":16266},"        print(msg)\n",{"type":25,"tag":3637,"props":16268,"children":16269},{"class":3639,"line":13106},[16270],{"type":25,"tag":3637,"props":16271,"children":16272},{},[16273],{"type":31,"value":16274},"        to_list = receivers.split(',')\n",{"type":25,"tag":3637,"props":16276,"children":16277},{"class":3639,"line":13115},[16278],{"type":25,"tag":3637,"props":16279,"children":16280},{},[16281],{"type":31,"value":16282},"        try:\n",{"type":25,"tag":3637,"props":16284,"children":16285},{"class":3639,"line":13124},[16286],{"type":25,"tag":3637,"props":16287,"children":16288},{},[16289],{"type":31,"value":16290},"            server = smtplib.SMTP_SSL(mail_host, 465)\n",{"type":25,"tag":3637,"props":16292,"children":16293},{"class":3639,"line":13133},[16294],{"type":25,"tag":3637,"props":16295,"children":16296},{},[16297],{"type":31,"value":16298},"            server.login(sender, passwd)\n",{"type":25,"tag":3637,"props":16300,"children":16301},{"class":3639,"line":13142},[16302],{"type":25,"tag":3637,"props":16303,"children":16304},{},[16305],{"type":31,"value":16306},"            server.sendmail(sender, to_list, msg.as_string())\n",{"type":25,"tag":3637,"props":16308,"children":16309},{"class":3639,"line":13151},[16310],{"type":25,"tag":3637,"props":16311,"children":16312},{},[16313],{"type":31,"value":16314},"            server.close()\n",{"type":25,"tag":3637,"props":16316,"children":16317},{"class":3639,"line":13160},[16318],{"type":25,"tag":3637,"props":16319,"children":16320},{},[16321],{"type":31,"value":16322},"            return '邮件发送成功'\n",{"type":25,"tag":3637,"props":16324,"children":16325},{"class":3639,"line":13169},[16326],{"type":25,"tag":3637,"props":16327,"children":16328},{},[16329],{"type":31,"value":16330},"        except Exception as e:\n",{"type":25,"tag":3637,"props":16332,"children":16333},{"class":3639,"line":13178},[16334],{"type":25,"tag":3637,"props":16335,"children":16336},{},[16337],{"type":31,"value":16338},"            return '邮件发送失败 %s' % e\n",{"type":25,"tag":3637,"props":16340,"children":16341},{"class":3639,"line":13187},[16342],{"type":25,"tag":3637,"props":16343,"children":16344},{},[16345],{"type":31,"value":12913},{"type":25,"tag":3637,"props":16347,"children":16348},{"class":3639,"line":13196},[16349],{"type":25,"tag":3637,"props":16350,"children":16351},{},[16352],{"type":31,"value":16353},"    def _run(self, content: str) -> str:\n",{"type":25,"tag":3637,"props":16355,"children":16356},{"class":3639,"line":13205},[16357],{"type":25,"tag":3637,"props":16358,"children":16359},{},[16360],{"type":31,"value":16098},{"type":25,"tag":3637,"props":16362,"children":16363},{"class":3639,"line":13214},[16364],{"type":25,"tag":3637,"props":16365,"children":16366},{},[16367],{"type":31,"value":16368},"        result = self.send_email(content)\n",{"type":25,"tag":3637,"props":16370,"children":16371},{"class":3639,"line":13222},[16372],{"type":25,"tag":3637,"props":16373,"children":16374},{},[16375],{"type":31,"value":12978},{"type":25,"tag":249,"props":16377,"children":16378},{},[16379],{"type":25,"tag":253,"props":16380,"children":16381},{},[16382,16386],{"type":25,"tag":41,"props":16383,"children":16384},{},[16385],{"type":31,"value":15937},{"type":31,"value":16387},"：这个工具用于将Markdown格式的周报发布到语雀知识库中。它通过语雀的API来创建新的文档，并将周报内容作为文档正文。工具的输入是Markdown格式的周报内容，输出是发布成功或失败的信息。",{"type":25,"tag":2701,"props":16389,"children":16391},{"className":3794,"code":16390,"language":3793,"meta":8,"style":8},"from crewai_tools import BaseTool\nfrom dotenv import load_dotenv\nimport os\nimport requests\n\nclass SendYuqueDocTool(BaseTool):\n    name: str = \"发送语雀文档工具\"\n    description: str = \"用于发送或者发布语雀文档到语雀知识库的工具\"\n\n    def get_this_friday(self):\n        import datetime\n        today = datetime.date.today()\n        today_weekday = today.weekday()\n        print(today_weekday)\n        if today_weekday == 4:\n            return today\n        elif today_weekday > 4:\n            return today - datetime.timedelta(days=(today_weekday-4) % 7)\n        else:\n            return today + datetime.timedelta(days=(4 - today_weekday) % 7)\n    \n\n    def _run(self, content: str) -> str:\n        load_dotenv()\n        auth_token = os.getenv(\"YUQUE_AUTH_TOKEN\")\n        login = os.getenv(\"YUQUE_LOGIN\")\n        slug = os.getenv(\"YUQUE_SLUG\")\n        # 获取周报所在目录的uuid\n        get_toc_url = f\"https://www.yuque.com/api/v2/repos/{login}/{slug}/toc\"\n        header = {\"X-Auth-Token\": auth_token}\n        res_toc = requests.get(get_toc_url, headers=header)\n        toc = res_toc.json()\n        this_friday = self.get_this_friday().strftime(\"%Y%m%d\")\n        print(this_friday)\n        target_uuid = \"\"\n        for item in toc[\"data\"]:\n            if item[\"type\"] == \"TITLE\" and item[\"title\"] == this_friday:\n                target_uuid = item[\"uuid\"]\n                break\n        print(target_uuid)\n        # 需要单独调用更新目录接口才能更新文档到目录\n        if target_uuid == \"\":\n            return \"未找到周报目录\"\n        create_doc_url = f\"https://www.yuque.com/api/v2/repos/{login}/{slug}/docs\"\n        header = {\"X-Auth-Token\": auth_token}\n        data = {\n            \"title\": \"部门工作周报\",\n            \"format\": \"markdown\",\n            \"body\": content\n        }\n        created_article = requests.post(create_doc_url, headers=header, data=data)\n        update_toc_url = f\"https://www.yuque.com/api/v2/repos/{login}/{slug}/toc\"\n        data = {\n            \"action\": \"appendNode\",\n            \"action_mode\": \"child\",\n            \"type\": \"DOC\",\n            \"doc_ids\": [created_article.json()[\"data\"][\"id\"]],\n            \"target_uuid\": target_uuid\n        }\n        response = requests.put(update_toc_url, headers=header, json=data)\n        return \"创建语雀文档成功！\"\n",[16392],{"type":25,"tag":2100,"props":16393,"children":16394},{"__ignoreMap":8},[16395,16402,16409,16416,16424,16431,16439,16447,16455,16462,16470,16478,16486,16494,16502,16510,16518,16526,16534,16542,16550,16557,16564,16571,16578,16586,16594,16602,16610,16618,16626,16634,16642,16650,16658,16666,16674,16682,16690,16698,16706,16714,16722,16730,16738,16745,16753,16761,16769,16777,16785,16793,16801,16808,16816,16824,16832,16840,16848,16855,16863],{"type":25,"tag":3637,"props":16396,"children":16397},{"class":3639,"line":3640},[16398],{"type":25,"tag":3637,"props":16399,"children":16400},{},[16401],{"type":31,"value":15997},{"type":25,"tag":3637,"props":16403,"children":16404},{"class":3639,"line":534},[16405],{"type":25,"tag":3637,"props":16406,"children":16407},{},[16408],{"type":31,"value":15989},{"type":25,"tag":3637,"props":16410,"children":16411},{"class":3639,"line":541},[16412],{"type":25,"tag":3637,"props":16413,"children":16414},{},[16415],{"type":31,"value":15974},{"type":25,"tag":3637,"props":16417,"children":16418},{"class":3639,"line":3825},[16419],{"type":25,"tag":3637,"props":16420,"children":16421},{},[16422],{"type":31,"value":16423},"import requests\n",{"type":25,"tag":3637,"props":16425,"children":16426},{"class":3639,"line":3834},[16427],{"type":25,"tag":3637,"props":16428,"children":16429},{"emptyLinePlaceholder":20},[16430],{"type":31,"value":4279},{"type":25,"tag":3637,"props":16432,"children":16433},{"class":3639,"line":4290},[16434],{"type":25,"tag":3637,"props":16435,"children":16436},{},[16437],{"type":31,"value":16438},"class SendYuqueDocTool(BaseTool):\n",{"type":25,"tag":3637,"props":16440,"children":16441},{"class":3639,"line":4299},[16442],{"type":25,"tag":3637,"props":16443,"children":16444},{},[16445],{"type":31,"value":16446},"    name: str = \"发送语雀文档工具\"\n",{"type":25,"tag":3637,"props":16448,"children":16449},{"class":3639,"line":4308},[16450],{"type":25,"tag":3637,"props":16451,"children":16452},{},[16453],{"type":31,"value":16454},"    description: str = \"用于发送或者发布语雀文档到语雀知识库的工具\"\n",{"type":25,"tag":3637,"props":16456,"children":16457},{"class":3639,"line":4317},[16458],{"type":25,"tag":3637,"props":16459,"children":16460},{"emptyLinePlaceholder":20},[16461],{"type":31,"value":4279},{"type":25,"tag":3637,"props":16463,"children":16464},{"class":3639,"line":4326},[16465],{"type":25,"tag":3637,"props":16466,"children":16467},{},[16468],{"type":31,"value":16469},"    def get_this_friday(self):\n",{"type":25,"tag":3637,"props":16471,"children":16472},{"class":3639,"line":4335},[16473],{"type":25,"tag":3637,"props":16474,"children":16475},{},[16476],{"type":31,"value":16477},"        import datetime\n",{"type":25,"tag":3637,"props":16479,"children":16480},{"class":3639,"line":4343},[16481],{"type":25,"tag":3637,"props":16482,"children":16483},{},[16484],{"type":31,"value":16485},"        today = datetime.date.today()\n",{"type":25,"tag":3637,"props":16487,"children":16488},{"class":3639,"line":4352},[16489],{"type":25,"tag":3637,"props":16490,"children":16491},{},[16492],{"type":31,"value":16493},"        today_weekday = today.weekday()\n",{"type":25,"tag":3637,"props":16495,"children":16496},{"class":3639,"line":4361},[16497],{"type":25,"tag":3637,"props":16498,"children":16499},{},[16500],{"type":31,"value":16501},"        print(today_weekday)\n",{"type":25,"tag":3637,"props":16503,"children":16504},{"class":3639,"line":4370},[16505],{"type":25,"tag":3637,"props":16506,"children":16507},{},[16508],{"type":31,"value":16509},"        if today_weekday == 4:\n",{"type":25,"tag":3637,"props":16511,"children":16512},{"class":3639,"line":4379},[16513],{"type":25,"tag":3637,"props":16514,"children":16515},{},[16516],{"type":31,"value":16517},"            return today\n",{"type":25,"tag":3637,"props":16519,"children":16520},{"class":3639,"line":4388},[16521],{"type":25,"tag":3637,"props":16522,"children":16523},{},[16524],{"type":31,"value":16525},"        elif today_weekday > 4:\n",{"type":25,"tag":3637,"props":16527,"children":16528},{"class":3639,"line":4396},[16529],{"type":25,"tag":3637,"props":16530,"children":16531},{},[16532],{"type":31,"value":16533},"            return today - datetime.timedelta(days=(today_weekday-4) % 7)\n",{"type":25,"tag":3637,"props":16535,"children":16536},{"class":3639,"line":4405},[16537],{"type":25,"tag":3637,"props":16538,"children":16539},{},[16540],{"type":31,"value":16541},"        else:\n",{"type":25,"tag":3637,"props":16543,"children":16544},{"class":3639,"line":4414},[16545],{"type":25,"tag":3637,"props":16546,"children":16547},{},[16548],{"type":31,"value":16549},"            return today + datetime.timedelta(days=(4 - today_weekday) % 7)\n",{"type":25,"tag":3637,"props":16551,"children":16552},{"class":3639,"line":4423},[16553],{"type":25,"tag":3637,"props":16554,"children":16555},{},[16556],{"type":31,"value":12913},{"type":25,"tag":3637,"props":16558,"children":16559},{"class":3639,"line":4431},[16560],{"type":25,"tag":3637,"props":16561,"children":16562},{"emptyLinePlaceholder":20},[16563],{"type":31,"value":4279},{"type":25,"tag":3637,"props":16565,"children":16566},{"class":3639,"line":4440},[16567],{"type":25,"tag":3637,"props":16568,"children":16569},{},[16570],{"type":31,"value":16353},{"type":25,"tag":3637,"props":16572,"children":16573},{"class":3639,"line":12972},[16574],{"type":25,"tag":3637,"props":16575,"children":16576},{},[16577],{"type":31,"value":16098},{"type":25,"tag":3637,"props":16579,"children":16580},{"class":3639,"line":12981},[16581],{"type":25,"tag":3637,"props":16582,"children":16583},{},[16584],{"type":31,"value":16585},"        auth_token = os.getenv(\"YUQUE_AUTH_TOKEN\")\n",{"type":25,"tag":3637,"props":16587,"children":16588},{"class":3639,"line":12989},[16589],{"type":25,"tag":3637,"props":16590,"children":16591},{},[16592],{"type":31,"value":16593},"        login = os.getenv(\"YUQUE_LOGIN\")\n",{"type":25,"tag":3637,"props":16595,"children":16596},{"class":3639,"line":12998},[16597],{"type":25,"tag":3637,"props":16598,"children":16599},{},[16600],{"type":31,"value":16601},"        slug = os.getenv(\"YUQUE_SLUG\")\n",{"type":25,"tag":3637,"props":16603,"children":16604},{"class":3639,"line":13007},[16605],{"type":25,"tag":3637,"props":16606,"children":16607},{},[16608],{"type":31,"value":16609},"        # 获取周报所在目录的uuid\n",{"type":25,"tag":3637,"props":16611,"children":16612},{"class":3639,"line":13016},[16613],{"type":25,"tag":3637,"props":16614,"children":16615},{},[16616],{"type":31,"value":16617},"        get_toc_url = f\"https://www.yuque.com/api/v2/repos/{login}/{slug}/toc\"\n",{"type":25,"tag":3637,"props":16619,"children":16620},{"class":3639,"line":13025},[16621],{"type":25,"tag":3637,"props":16622,"children":16623},{},[16624],{"type":31,"value":16625},"        header = {\"X-Auth-Token\": auth_token}\n",{"type":25,"tag":3637,"props":16627,"children":16628},{"class":3639,"line":13034},[16629],{"type":25,"tag":3637,"props":16630,"children":16631},{},[16632],{"type":31,"value":16633},"        res_toc = requests.get(get_toc_url, headers=header)\n",{"type":25,"tag":3637,"props":16635,"children":16636},{"class":3639,"line":13043},[16637],{"type":25,"tag":3637,"props":16638,"children":16639},{},[16640],{"type":31,"value":16641},"        toc = res_toc.json()\n",{"type":25,"tag":3637,"props":16643,"children":16644},{"class":3639,"line":13052},[16645],{"type":25,"tag":3637,"props":16646,"children":16647},{},[16648],{"type":31,"value":16649},"        this_friday = self.get_this_friday().strftime(\"%Y%m%d\")\n",{"type":25,"tag":3637,"props":16651,"children":16652},{"class":3639,"line":13061},[16653],{"type":25,"tag":3637,"props":16654,"children":16655},{},[16656],{"type":31,"value":16657},"        print(this_friday)\n",{"type":25,"tag":3637,"props":16659,"children":16660},{"class":3639,"line":13070},[16661],{"type":25,"tag":3637,"props":16662,"children":16663},{},[16664],{"type":31,"value":16665},"        target_uuid = \"\"\n",{"type":25,"tag":3637,"props":16667,"children":16668},{"class":3639,"line":13079},[16669],{"type":25,"tag":3637,"props":16670,"children":16671},{},[16672],{"type":31,"value":16673},"        for item in toc[\"data\"]:\n",{"type":25,"tag":3637,"props":16675,"children":16676},{"class":3639,"line":13088},[16677],{"type":25,"tag":3637,"props":16678,"children":16679},{},[16680],{"type":31,"value":16681},"            if item[\"type\"] == \"TITLE\" and item[\"title\"] == 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BFS 的解法并实现了它，我测试了几次，确实可以。",{"type":25,"tag":253,"props":60923,"children":60924},{},[60925],{"type":31,"value":60926},"自动解题:玩家可以通过按\"H\"键获取提示并启动自动解题功能。",{"type":25,"tag":253,"props":60928,"children":60929},{},[60930],{"type":31,"value":60931},"碰撞检测:精确的碰撞检测确保方块移动的合理性。",{"type":25,"tag":253,"props":60933,"children":60934},{},[60935],{"type":31,"value":60936},"灵活的移动控制:方块可以通过鼠标拖拽进行移动,同时考虑了水平、垂直和自由移动等不同的移动规则。",{"type":25,"tag":77,"props":60938,"children":60940},{"id":60939},"开发心得",[60941],{"type":31,"value":60939},{"type":25,"tag":37,"props":60943,"children":60944},{},[60945],{"type":31,"value":60946},"使用Cursor进行开发的过程中,我深刻体会到了其强大的功能和高效的开发体验:",{"type":25,"tag":37,"props":60948,"children":60949},{},[60950],{"type":31,"value":60951},"代码智能补全:Cursor能够准确理解上下文,提供精准的代码补全建议,大大提高了编码速度。",{"type":25,"tag":37,"props":60953,"children":60954},{},[60955],{"type":31,"value":60956},"我几乎是一遍成功的，要不是因为颜色识别色块的逻辑识别不是很好，我估计我可能一遍就成功了。即便如此，修改识别逻辑也只用了几分钟。\n除了广度优先搜索不是很懂，Cursor 还帮我写了一个图像识别的算法也在我的知识范围外，它通过颜色范围识别色块，分别把红色、蓝色、金色生成了对应的掩码图，然后通过掩码图来识别方块的位置，最后生成方块数据。想法奇特，我直呼牛逼。",{"type":25,"tag":77,"props":60958,"children":60960},{"id":60959},"代码解析",[60961],{"type":31,"value":60959},{"type":25,"tag":37,"props":60963,"children":60964},{},[60965],{"type":31,"value":60966},"我本来是不想每次写文章都解析代码的，因为在这个泛娱乐化的时代，大家可能更关心的是结果，而不是过程。但是每次发文章，在没有代码的情况下，总有粉丝问我代码，所以我就解析一下吧。",{"type":25,"tag":230,"props":60968,"children":60970},{"id":60969},"方块类定义",[60971],{"type":31,"value":60969},{"type":25,"tag":2701,"props":60973,"children":60975},{"className":3794,"code":60974,"language":3793,"meta":8,"style":8},"class Block:\n    def __init__(self, x, y, color, width=1, height=1, move_direction='both'):\n        # ... 初始化代码 ...\n\n    def draw(self):\n        # 绘制方块及其边框\n\n    def is_point_inside(self, x, y):\n        # 检查点击是否在方块内\n\n    def start_drag(self, mouse_x, mouse_y):\n        # 开始拖拽方块\n\n    def end_drag(self):\n        # 结束拖拽,对齐网格\n\n    def drag(self, mouse_x, mouse_y, other_blocks):\n        # 拖拽方块,考虑移动方向和碰撞检测\n\n    def check_collision(self, new_x, new_y, other_blocks):\n        # 碰撞检测\n",[60976],{"type":25,"tag":2100,"props":60977,"children":60978},{"__ignoreMap":8},[60979,60987,60995,61003,61010,61018,61026,61033,61041,61049,61056,61064,61072,61079,61087,61095,61102,61110,61118,61125,61133],{"type":25,"tag":3637,"props":60980,"children":60981},{"class":3639,"line":3640},[60982],{"type":25,"tag":3637,"props":60983,"children":60984},{},[60985],{"type":31,"value":60986},"class Block:\n",{"type":25,"tag":3637,"props":60988,"children":60989},{"class":3639,"line":534},[60990],{"type":25,"tag":3637,"props":60991,"children":60992},{},[60993],{"type":31,"value":60994},"    def __init__(self, x, y, color, width=1, height=1, move_direction='both'):\n",{"type":25,"tag":3637,"props":60996,"children":60997},{"class":3639,"line":541},[60998],{"type":25,"tag":3637,"props":60999,"children":61000},{},[61001],{"type":31,"value":61002},"        # ... 初始化代码 ...\n",{"type":25,"tag":3637,"props":61004,"children":61005},{"class":3639,"line":3825},[61006],{"type":25,"tag":3637,"props":61007,"children":61008},{"emptyLinePlaceholder":20},[61009],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61011,"children":61012},{"class":3639,"line":3834},[61013],{"type":25,"tag":3637,"props":61014,"children":61015},{},[61016],{"type":31,"value":61017},"    def draw(self):\n",{"type":25,"tag":3637,"props":61019,"children":61020},{"class":3639,"line":4290},[61021],{"type":25,"tag":3637,"props":61022,"children":61023},{},[61024],{"type":31,"value":61025},"        # 绘制方块及其边框\n",{"type":25,"tag":3637,"props":61027,"children":61028},{"class":3639,"line":4299},[61029],{"type":25,"tag":3637,"props":61030,"children":61031},{"emptyLinePlaceholder":20},[61032],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61034,"children":61035},{"class":3639,"line":4308},[61036],{"type":25,"tag":3637,"props":61037,"children":61038},{},[61039],{"type":31,"value":61040},"    def is_point_inside(self, x, y):\n",{"type":25,"tag":3637,"props":61042,"children":61043},{"class":3639,"line":4317},[61044],{"type":25,"tag":3637,"props":61045,"children":61046},{},[61047],{"type":31,"value":61048},"        # 检查点击是否在方块内\n",{"type":25,"tag":3637,"props":61050,"children":61051},{"class":3639,"line":4326},[61052],{"type":25,"tag":3637,"props":61053,"children":61054},{"emptyLinePlaceholder":20},[61055],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61057,"children":61058},{"class":3639,"line":4335},[61059],{"type":25,"tag":3637,"props":61060,"children":61061},{},[61062],{"type":31,"value":61063},"    def start_drag(self, mouse_x, mouse_y):\n",{"type":25,"tag":3637,"props":61065,"children":61066},{"class":3639,"line":4343},[61067],{"type":25,"tag":3637,"props":61068,"children":61069},{},[61070],{"type":31,"value":61071},"        # 开始拖拽方块\n",{"type":25,"tag":3637,"props":61073,"children":61074},{"class":3639,"line":4352},[61075],{"type":25,"tag":3637,"props":61076,"children":61077},{"emptyLinePlaceholder":20},[61078],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61080,"children":61081},{"class":3639,"line":4361},[61082],{"type":25,"tag":3637,"props":61083,"children":61084},{},[61085],{"type":31,"value":61086},"    def end_drag(self):\n",{"type":25,"tag":3637,"props":61088,"children":61089},{"class":3639,"line":4370},[61090],{"type":25,"tag":3637,"props":61091,"children":61092},{},[61093],{"type":31,"value":61094},"        # 结束拖拽,对齐网格\n",{"type":25,"tag":3637,"props":61096,"children":61097},{"class":3639,"line":4379},[61098],{"type":25,"tag":3637,"props":61099,"children":61100},{"emptyLinePlaceholder":20},[61101],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61103,"children":61104},{"class":3639,"line":4388},[61105],{"type":25,"tag":3637,"props":61106,"children":61107},{},[61108],{"type":31,"value":61109},"    def drag(self, mouse_x, mouse_y, other_blocks):\n",{"type":25,"tag":3637,"props":61111,"children":61112},{"class":3639,"line":4396},[61113],{"type":25,"tag":3637,"props":61114,"children":61115},{},[61116],{"type":31,"value":61117},"        # 拖拽方块,考虑移动方向和碰撞检测\n",{"type":25,"tag":3637,"props":61119,"children":61120},{"class":3639,"line":4405},[61121],{"type":25,"tag":3637,"props":61122,"children":61123},{"emptyLinePlaceholder":20},[61124],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61126,"children":61127},{"class":3639,"line":4414},[61128],{"type":25,"tag":3637,"props":61129,"children":61130},{},[61131],{"type":31,"value":61132},"    def check_collision(self, new_x, new_y, other_blocks):\n",{"type":25,"tag":3637,"props":61134,"children":61135},{"class":3639,"line":4423},[61136],{"type":25,"tag":3637,"props":61137,"children":61138},{},[61139],{"type":31,"value":61140},"        # 碰撞检测\n",{"type":25,"tag":37,"props":61142,"children":61143},{},[61144],{"type":31,"value":61145},"这个Block类是游戏的核心,定义了方块的属性和行为。它包含了绘制、拖拽和碰撞检测等功能,确保了游戏的基本交互逻辑。",{"type":25,"tag":230,"props":61147,"children":61149},{"id":61148},"智能寻路算法",[61150],{"type":31,"value":61148},{"type":25,"tag":2701,"props":61152,"children":61154},{"className":3794,"code":61153,"language":3793,"meta":8,"style":8},"def get_solution(blocks, key):\n    initial_state = tuple((b.x, b.y) for b in blocks + [key])\n    queue = deque([(initial_state, [])])\n    visited = set([initial_state])\n\n    while queue:\n        state, path = queue.popleft()\n        # ... BFS算法实现 ...\n\n    return None  # 没有找到解决方案\n",[61155],{"type":25,"tag":2100,"props":61156,"children":61157},{"__ignoreMap":8},[61158,61166,61174,61182,61190,61197,61205,61213,61221,61228],{"type":25,"tag":3637,"props":61159,"children":61160},{"class":3639,"line":3640},[61161],{"type":25,"tag":3637,"props":61162,"children":61163},{},[61164],{"type":31,"value":61165},"def get_solution(blocks, key):\n",{"type":25,"tag":3637,"props":61167,"children":61168},{"class":3639,"line":534},[61169],{"type":25,"tag":3637,"props":61170,"children":61171},{},[61172],{"type":31,"value":61173},"    initial_state = tuple((b.x, b.y) for b in blocks + [key])\n",{"type":25,"tag":3637,"props":61175,"children":61176},{"class":3639,"line":541},[61177],{"type":25,"tag":3637,"props":61178,"children":61179},{},[61180],{"type":31,"value":61181},"    queue = deque([(initial_state, [])])\n",{"type":25,"tag":3637,"props":61183,"children":61184},{"class":3639,"line":3825},[61185],{"type":25,"tag":3637,"props":61186,"children":61187},{},[61188],{"type":31,"value":61189},"    visited = set([initial_state])\n",{"type":25,"tag":3637,"props":61191,"children":61192},{"class":3639,"line":3834},[61193],{"type":25,"tag":3637,"props":61194,"children":61195},{"emptyLinePlaceholder":20},[61196],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61198,"children":61199},{"class":3639,"line":4290},[61200],{"type":25,"tag":3637,"props":61201,"children":61202},{},[61203],{"type":31,"value":61204},"    while queue:\n",{"type":25,"tag":3637,"props":61206,"children":61207},{"class":3639,"line":4299},[61208],{"type":25,"tag":3637,"props":61209,"children":61210},{},[61211],{"type":31,"value":61212},"        state, path = queue.popleft()\n",{"type":25,"tag":3637,"props":61214,"children":61215},{"class":3639,"line":4308},[61216],{"type":25,"tag":3637,"props":61217,"children":61218},{},[61219],{"type":31,"value":61220},"        # ... BFS算法实现 ...\n",{"type":25,"tag":3637,"props":61222,"children":61223},{"class":3639,"line":4317},[61224],{"type":25,"tag":3637,"props":61225,"children":61226},{"emptyLinePlaceholder":20},[61227],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61229,"children":61230},{"class":3639,"line":4326},[61231],{"type":25,"tag":3637,"props":61232,"children":61233},{},[61234],{"type":31,"value":61235},"    return None  # 没有找到解决方案\n",{"type":25,"tag":37,"props":61237,"children":61238},{},[61239],{"type":31,"value":61240},"这个函数实现了广度优先搜索(BFS)算法,用于寻找最优解决方案。它考虑了所有可能的移动情况,并返回最短路径。",{"type":25,"tag":230,"props":61242,"children":61244},{"id":61243},"自动解题功能",[61245],{"type":31,"value":61243},{"type":25,"tag":2701,"props":61247,"children":61249},{"className":3794,"code":61248,"language":3793,"meta":8,"style":8},"if auto_solve and solution and current_step \u003C len(solution):\n    if current_time - last_move_time >= 1:  # 每秒执行一步\n        block_index, direction = solution[current_step]\n        block = blocks[block_index] if block_index \u003C len(blocks) else key\n        move_block(block, direction)\n        current_step += 1\n        last_move_time = current_time\n",[61250],{"type":25,"tag":2100,"props":61251,"children":61252},{"__ignoreMap":8},[61253,61261,61269,61277,61285,61293,61301],{"type":25,"tag":3637,"props":61254,"children":61255},{"class":3639,"line":3640},[61256],{"type":25,"tag":3637,"props":61257,"children":61258},{},[61259],{"type":31,"value":61260},"if auto_solve and solution and current_step \u003C len(solution):\n",{"type":25,"tag":3637,"props":61262,"children":61263},{"class":3639,"line":534},[61264],{"type":25,"tag":3637,"props":61265,"children":61266},{},[61267],{"type":31,"value":61268},"    if current_time - last_move_time >= 1:  # 每秒执行一步\n",{"type":25,"tag":3637,"props":61270,"children":61271},{"class":3639,"line":541},[61272],{"type":25,"tag":3637,"props":61273,"children":61274},{},[61275],{"type":31,"value":61276},"        block_index, direction = solution[current_step]\n",{"type":25,"tag":3637,"props":61278,"children":61279},{"class":3639,"line":3825},[61280],{"type":25,"tag":3637,"props":61281,"children":61282},{},[61283],{"type":31,"value":61284},"        block = blocks[block_index] if block_index \u003C len(blocks) else key\n",{"type":25,"tag":3637,"props":61286,"children":61287},{"class":3639,"line":3834},[61288],{"type":25,"tag":3637,"props":61289,"children":61290},{},[61291],{"type":31,"value":61292},"        move_block(block, direction)\n",{"type":25,"tag":3637,"props":61294,"children":61295},{"class":3639,"line":4290},[61296],{"type":25,"tag":3637,"props":61297,"children":61298},{},[61299],{"type":31,"value":61300},"        current_step += 1\n",{"type":25,"tag":3637,"props":61302,"children":61303},{"class":3639,"line":4299},[61304],{"type":25,"tag":3637,"props":61305,"children":61306},{},[61307],{"type":31,"value":61308},"        last_move_time = current_time\n",{"type":25,"tag":37,"props":61310,"children":61311},{},[61312],{"type":31,"value":61313},"这段代码实现了自动解题功能,通过调用get_solution函数获取解决方案,并根据解决方案逐步移动方块。",{"type":25,"tag":230,"props":61315,"children":61317},{"id":61316},"游戏状态检测",[61318],{"type":31,"value":61316},{"type":25,"tag":2701,"props":61320,"children":61322},{"className":3794,"code":61321,"language":3793,"meta":8,"style":8},"if key.x + key.width >= GRID_SIZE:\n    game_won = True\n    auto_solve = False\n",[61323],{"type":25,"tag":2100,"props":61324,"children":61325},{"__ignoreMap":8},[61326,61334,61342],{"type":25,"tag":3637,"props":61327,"children":61328},{"class":3639,"line":3640},[61329],{"type":25,"tag":3637,"props":61330,"children":61331},{},[61332],{"type":31,"value":61333},"if key.x + key.width >= GRID_SIZE:\n",{"type":25,"tag":3637,"props":61335,"children":61336},{"class":3639,"line":534},[61337],{"type":25,"tag":3637,"props":61338,"children":61339},{},[61340],{"type":31,"value":61341},"    game_won = True\n",{"type":25,"tag":3637,"props":61343,"children":61344},{"class":3639,"line":541},[61345],{"type":25,"tag":3637,"props":61346,"children":61347},{},[61348],{"type":31,"value":61349},"    auto_solve = False\n",{"type":25,"tag":37,"props":61351,"children":61352},{},[61353],{"type":31,"value":61354},"这段代码实现了游戏状态检测,通过判断是否需要自动解题,并根据解决方案逐步移动方块。",{"type":25,"tag":230,"props":61356,"children":61358},{"id":61357},"图像处理和初始化",[61359],{"type":31,"value":61357},{"type":25,"tag":2701,"props":61361,"children":61363},{"className":3794,"code":61362,"language":3793,"meta":8,"style":8},"image_path = \"scripts/img/sekuai.png\"\nblock_data = process_image(image_path)\n\n# 初始化游戏对象\nblocks = []\nkey = None\n\nfor x, y, color, width, height, move_direction in block_data:\n    # ... 根据图像识别结果创建方块 ...\n",[61364],{"type":25,"tag":2100,"props":61365,"children":61366},{"__ignoreMap":8},[61367,61375,61383,61390,61398,61406,61414,61421,61429],{"type":25,"tag":3637,"props":61368,"children":61369},{"class":3639,"line":3640},[61370],{"type":25,"tag":3637,"props":61371,"children":61372},{},[61373],{"type":31,"value":61374},"image_path = \"scripts/img/sekuai.png\"\n",{"type":25,"tag":3637,"props":61376,"children":61377},{"class":3639,"line":534},[61378],{"type":25,"tag":3637,"props":61379,"children":61380},{},[61381],{"type":31,"value":61382},"block_data = process_image(image_path)\n",{"type":25,"tag":3637,"props":61384,"children":61385},{"class":3639,"line":541},[61386],{"type":25,"tag":3637,"props":61387,"children":61388},{"emptyLinePlaceholder":20},[61389],{"type":31,"value":4279},{"type":25,"tag":3637,"props":61391,"children":61392},{"class":3639,"line":3825},[61393],{"type":25,"tag":3637,"props":61394,"children":61395},{},[61396],{"type":31,"value":61397},"# 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