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在Worker运行时选择器里新增了Hermes选项，用户可以自由选择让Worker跑在OpenClaw、CoPaw还是Hermes上。",{"type":23,"tag":24,"props":14751,"children":14752},{},[14753],{"type":28,"value":14754},"这里有个小彩蛋：QwenPaw这个\"记忆进化与主动交互\"功能，其实是我之前在HiClaw的GitHub上提过Issue建议的。看到官方不仅采纳了，还做得这么完善，作为早期参与者真的很有成就感。",{"type":23,"tag":24,"props":14756,"children":14757},{},[14758,14763],{"type":23,"tag":228,"props":14759,"children":14760},{},[14761],{"type":28,"value":14762},"Hermes的核心能力是什么？",{"type":28,"value":14764}," 三层记忆架构 + 技能自动沉淀 + 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像一个「超级个体户」——一个人能打十个，但终究是一个人作战。它擅长的是持久记忆、主动学习、单打独斗。",{"type":23,"tag":24,"props":14806,"children":14807},{},[14808,14813],{"type":23,"tag":228,"props":14809,"children":14810},{},[14811],{"type":28,"value":14812},"龙虾生态呢？",{"type":28,"value":14814}," 以HiClaw为例，它是一个「多智能体协作系统」。Manager-Worker架构，一个命令创建多个Worker并行任务，通过Matrix协议实现原生IM通讯，内置80,000+社区Skills生态，支持MCP连接器……",{"type":23,"tag":24,"props":14816,"children":14817},{},[14818],{"type":28,"value":14819},"这不是一个量级的对抗。",{"type":23,"tag":659,"props":14821,"children":14822},{},[14823,14832],{"type":23,"tag":572,"props":14824,"children":14825},{},[14826,14830],{"type":23,"tag":228,"props":14827,"children":14828},{},[14829],{"type":28,"value":14656},{"type":28,"value":14831}," 解决的是：「一个智能体怎么变强」。",{"type":23,"tag":572,"props":14833,"children":14834},{},[14835,14840],{"type":23,"tag":228,"props":14836,"children":14837},{},[14838],{"type":28,"value":14839},"龙虾",{"type":28,"value":14841}," 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每个Worker都可以基于Hermes的记忆能力进行上下文理解，同时享受HiClaw的并行处理优势。",{"type":23,"tag":572,"props":14882,"children":14883},{},[14884,14889],{"type":23,"tag":228,"props":14885,"children":14886},{},[14887],{"type":28,"value":14888},"架构统一：",{"type":28,"value":14890}," 统一的IM通讯协议让多Agent协作成为可能，而Hermes的自我进化则让单个Worker的智商不断提升。",{"type":23,"tag":572,"props":14892,"children":14893},{},[14894,14899],{"type":23,"tag":228,"props":14895,"children":14896},{},[14897],{"type":28,"value":14898},"生态共赢：",{"type":28,"value":14900}," 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单兵作战的能力再强，也抵不过一个配合默契的团队。熟悉Manager-Worker架构，理解IM通讯协议，这些是多智能体时代的基本功。",{"type":23,"tag":36,"props":14951,"children":14952},{"id":984},[14953],{"type":28,"value":984},{"type":23,"tag":24,"props":14955,"children":14956},{},[14957],{"type":28,"value":14958},"\"养虾又养马\"这个说法，表面上是调侃，背后是整个生态正在走向融合的大趋势。",{"type":23,"tag":24,"props":14960,"children":14961},{},[14962,14964],{"type":28,"value":14963},"Hermes带来了\"智能体自我进化\"的新范式，龙虾生态带来了\"多智能体协作\"的系统能力。",{"type":23,"tag":228,"props":14965,"children":14966},{},[14967],{"type":28,"value":14968},"这两者不是竞争关系，而是互补关系。",{"type":23,"tag":24,"props":14970,"children":14971},{},[14972],{"type":28,"value":14973},"最好的决定永远是「全都要」——前提是你得先把手弄脏，下场去干。",{"type":23,"tag":24,"props":14975,"children":14976},{},[14977],{"type":28,"value":14978},"别听外面那些制造焦虑的噪音了。打开终端，装上龙虾，感受一下「虾马同框」的快乐。",{"type":23,"tag":287,"props":14980,"children":14981},{},[],{"type":23,"tag":24,"props":14983,"children":14984},{},[14985],{"type":23,"tag":1068,"props":14986,"children":14987},{},[14988],{"type":28,"value":14989},"本文首发于我的个人博客，欢迎关注交流。",{"title":8,"searchDepth":239,"depth":239,"links":14991},[14992,14993,14994,14995,14996],{"id":14708,"depth":239,"text":14711},{"id":14772,"depth":239,"text":14775},{"id":14859,"depth":239,"text":14862},{"id":14908,"depth":239,"text":14911},{"id":984,"depth":239,"text":984},"content:blogs:hermes-lobster-integration.md","blogs/hermes-lobster-integration.md","blogs/hermes-lobster-integration",{"loc":14649},{"_path":15002,"_dir":6,"_draft":7,"_partial":7,"_locale":8,"title":15003,"description":15004,"date":15005,"image":15006,"alt":15007,"ogImage":15006,"tags":15008,"published":18,"body":15011,"_type":249,"_id":16434,"_source":251,"_file":16435,"_stem":16436,"_extension":254,"sitemap":16437},"/blogs/qwenpaw-acp-ai-programming","qwenpaw 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这一切，尽在Deepseek第五弹，你准备好了吗？",{"type":23,"tag":24,"props":21504,"children":21505},{},[21506],{"type":23,"tag":4356,"props":21507,"children":21510},{"href":21508,"rel":21509},"https://weibo.com/5138957689160112/PglsYCqXK",[4360],[21511],{"type":28,"value":17801},{"type":23,"tag":24,"props":21513,"children":21514},{},[21515],{"type":28,"value":21516},"标题：GPT-4.5震撼登场，AI界的“超能力者”来袭！",{"type":23,"tag":24,"props":21518,"children":21519},{},[21520],{"type":28,"value":21521},"最新动态：#GPT4.5登场##OpenAI发布GPT4.5# OpenAI的最新力作GPT-4.5正式亮相，这可不是一般的大招！性能效率飙升，计算效率提升10倍，响应速度飞快，处理大型数据集更是得心应手。Transformer MoE架构，1T激活参数，120T 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dify/docker\n",{"type":23,"tag":1213,"props":23969,"children":23970},{"class":1215,"line":239},[23971,23976,23981,23986],{"type":23,"tag":1213,"props":23972,"children":23973},{"style":2407},[23974],{"type":28,"value":23975},"docker",{"type":23,"tag":1213,"props":23977,"children":23978},{"style":1316},[23979],{"type":28,"value":23980}," compose",{"type":23,"tag":1213,"props":23982,"children":23983},{"style":1316},[23984],{"type":28,"value":23985}," up",{"type":23,"tag":1213,"props":23987,"children":23988},{"style":2384},[23989],{"type":28,"value":23990}," -d\n",{"type":23,"tag":24,"props":23992,"children":23993},{},[23994],{"type":28,"value":23995},"启动结果：",{"type":23,"tag":530,"props":23997,"children":23999},{"code":23998},"[+] 正在运行 7/7\n ✔ 容器 docker-web-1 已启动 1.0秒 \n ✔ 容器 docker-redis-1 已启动 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",[24000],{"type":23,"tag":535,"props":24001,"children":24002},{"__ignoreMap":8},[24003],{"type":28,"value":23998},{"type":23,"tag":24,"props":24005,"children":24006},{},[24007],{"type":28,"value":24008},"上述命令将启动Dify的所有容器服务，包括API、Worker和Web。",{"type":23,"tag":24,"props":24010,"children":24011},{},[24012],{"type":28,"value":24013},"然后检查是否运行顺利。如果顺利，那么一切就绪。",{"type":23,"tag":530,"props":24015,"children":24019},{"code":24016,"language":24017,"meta":8,"className":24018,"style":8},"docker compose ps\n","typescript","language-typescript shiki shiki-themes dracula",[24020],{"type":23,"tag":535,"props":24021,"children":24022},{"__ignoreMap":8},[24023],{"type":23,"tag":1213,"props":24024,"children":24025},{"class":1215,"line":1216},[24026],{"type":23,"tag":1213,"props":24027,"children":24028},{"style":1229},[24029],{"type":28,"value":24016},{"type":23,"tag":24,"props":24031,"children":24032},{},[24033],{"type":28,"value":24034},"这包括3个业务服务：api / worker / web，以及4个底层组件：weaviate / db / redis / nginx。",{"type":23,"tag":24,"props":24036,"children":24037},{},[24038,24040,24043],{"type":28,"value":24039},"名称 镜像 命令 服务 创建时间 状态 端口\ndocker-api-1 langgenius/dify-api:0.3.2 \"/entrypoint.sh\" api 4秒前 运行2秒 80/tcp, 5001/tcp\ndocker-db-1 postgres:15-alpine \"docker-entrypoint.s...\" db 4秒前 运行2秒 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":23,"tag":4463,"props":24041,"children":24042},{},[],{"type":28,"value":24044},"\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":23,"tag":24,"props":24046,"children":24047},{},[24048,24050,24056,24058,24064,24066,24072],{"type":28,"value":24049},"如果你的系统使用的是 Docker Compose V2 而不是 V1，你需要使用 ",{"type":23,"tag":535,"props":24051,"children":24053},{"className":24052},[],[24054],{"type":28,"value":24055},"docker compose",{"type":28,"value":24057}," 而不是 ",{"type":23,"tag":535,"props":24059,"children":24061},{"className":24060},[],[24062],{"type":28,"value":24063},"docker-compose",{"type":28,"value":24065},"。你可以使用命令 ",{"type":23,"tag":535,"props":24067,"children":24069},{"className":24068},[],[24070],{"type":28,"value":24071},"docker compose version",{"type":28,"value":24073}," 来检查版本。",{"type":23,"tag":24,"props":24075,"children":24076},{},[24077,24079,24085],{"type":28,"value":24078},"启动成功后，你可以在浏览器中通过 ",{"type":23,"tag":4356,"props":24080,"children":24083},{"href":24081,"rel":24082},"http://localhost/",[4360],[24084],{"type":28,"value":24081},{"type":28,"value":24086}," 访问 Dify 应用列表页面。",{"type":23,"tag":24,"props":24088,"children":24089},{},[24090,24092,24098],{"type":28,"value":24091},"要停止 Dify，你可以执行命令 ",{"type":23,"tag":535,"props":24093,"children":24095},{"className":24094},[],[24096],{"type":28,"value":24097},"docker compose down",{"type":28,"value":383},{"type":23,"tag":24,"props":24100,"children":24101},{},[24102,24104,24110],{"type":28,"value":24103},"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":23,"tag":535,"props":24105,"children":24107},{"className":24106},[],[24108],{"type":28,"value":24109},"docker compose up -d",{"type":28,"value":24111},"。这个命令将自动启动所有与 Dify 相关的容器服务。",{"type":23,"tag":24,"props":24113,"children":24114},{},[24115],{"type":28,"value":24116},"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":23,"tag":24,"props":24118,"children":24119},{},[24120],{"type":23,"tag":7820,"props":24121,"children":24123},{"alt":8,"src":24122},"https://miro.medium.com/1*Ax4q3kkVrlzmSJeISkhVBQ.png",[],{"type":23,"tag":24,"props":24125,"children":24126},{},[24127],{"type":23,"tag":7820,"props":24128,"children":24130},{"alt":8,"src":24129},"https://miro.medium.com/1*_6LzNVzQENREdD61c74hyQ.png",[],{"type":23,"tag":4479,"props":24132,"children":24133},{},[24134],{"type":28,"value":4483},{"title":8,"searchDepth":239,"depth":239,"links":24136},[],"content:blogs:20240604112020.md","blogs/20240604112020.md","blogs/20240604112020",{"loc":23670},{"_path":24142,"_dir":6,"_draft":7,"_partial":7,"_locale":8,"title":24143,"description":24144,"date":24145,"image":24146,"alt":24147,"ogImage":24146,"tags":24148,"published":18,"body":24149,"_type":249,"_id":24226,"_source":251,"_file":24227,"_stem":24228,"_extension":254,"sitemap":24229},"/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",[17772],{"type":20,"children":24150,"toc":24224},[24151,24155,24165,24170,24175,24183,24188,24193,24198,24206,24214,24219],{"type":23,"tag":271,"props":24152,"children":24153},{"id":24143},[24154],{"type":28,"value":24143},{"type":23,"tag":24,"props":24156,"children":24157},{},[24158,24160],{"type":28,"value":24159},"最新消息：Kimi聊天机器人增加智能体功能啦！\n",{"type":23,"tag":7820,"props":24161,"children":24164},{"alt":24162,"src":24163},"20240527104213","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240527104213.png",[],{"type":23,"tag":24,"props":24166,"children":24167},{},[24168],{"type":28,"value":24169},"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":23,"tag":24,"props":24171,"children":24172},{},[24173],{"type":28,"value":24174},"这个新功能的主要特点包括：",{"type":23,"tag":530,"props":24176,"children":24178},{"code":24177},"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",[24179],{"type":23,"tag":535,"props":24180,"children":24181},{"__ignoreMap":8},[24182],{"type":28,"value":24177},{"type":23,"tag":24,"props":24184,"children":24185},{},[24186],{"type":28,"value":24187},"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":23,"tag":24,"props":24189,"children":24190},{},[24191],{"type":28,"value":24192},"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":23,"tag":24,"props":24194,"children":24195},{},[24196],{"type":28,"value":24197},"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":23,"tag":24,"props":24199,"children":24200},{},[24201],{"type":23,"tag":7820,"props":24202,"children":24205},{"alt":24203,"src":24204},"20240527104257","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240527104257.png",[],{"type":23,"tag":24,"props":24207,"children":24208},{},[24209],{"type":23,"tag":7820,"props":24210,"children":24213},{"alt":24211,"src":24212},"20240527104307","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240527104307.png",[],{"type":23,"tag":24,"props":24215,"children":24216},{},[24217],{"type":28,"value":24218},"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":23,"tag":24,"props":24220,"children":24221},{},[24222],{"type":28,"value":24223},"赶快去体验Kimi智能体功能吧！",{"title":8,"searchDepth":239,"depth":239,"links":24225},[],"content:blogs:20240527091111.md","blogs/20240527091111.md","blogs/20240527091111",{"loc":24142},{"_path":24231,"_dir":6,"_draft":7,"_partial":7,"_locale":8,"title":24232,"description":24233,"date":24234,"image":24235,"alt":24236,"ogImage":24235,"tags":24237,"published":18,"body":24238,"_type":249,"_id":25707,"_source":251,"_file":25708,"_stem":25709,"_extension":254,"sitemap":25710},"/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",[23597],{"type":20,"children":24239,"toc":25693},[24240,24245,24250,24255,24261,24266,24271,24277,24282,24310,24315,24321,24326,24331,25349,25354,25359,25365,25370,25375,25414,25419,25545,25550,25555,25561,25567,25572,25580,25585,25593,25599,25604,25612,25617,25623,25628,25636,25641,25649,25654,25660,25665,25673,25678,25684,25689],{"type":23,"tag":271,"props":24241,"children":24243},{"id":24242},"我是如何用扣子ai工作流筛选并分析自媒体情报信息的",[24244],{"type":28,"value":24232},{"type":23,"tag":24,"props":24246,"children":24247},{},[24248],{"type":28,"value":24249},"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":23,"tag":24,"props":24251,"children":24252},{},[24253],{"type":28,"value":24254},"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":23,"tag":36,"props":24256,"children":24258},{"id":24257},"_1-抓取对标公众号数据",[24259],{"type":28,"value":24260},"1. 抓取对标公众号数据",{"type":23,"tag":24,"props":24262,"children":24263},{},[24264],{"type":28,"value":24265},"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":23,"tag":24,"props":24267,"children":24268},{},[24269],{"type":28,"value":24270},"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":23,"tag":472,"props":24272,"children":24274},{"id":24273},"_11-选取对标账号列表",[24275],{"type":28,"value":24276},"1.1 选取对标账号列表",{"type":23,"tag":24,"props":24278,"children":24279},{},[24280],{"type":28,"value":24281},"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":23,"tag":24,"props":24283,"children":24284},{},[24285,24290,24295,24300,24305],{"type":23,"tag":7820,"props":24286,"children":24289},{"alt":24287,"src":24288},"20240425182014","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182014.png",[],{"type":23,"tag":7820,"props":24291,"children":24294},{"alt":24292,"src":24293},"20240425182116","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182116.png",[],{"type":23,"tag":7820,"props":24296,"children":24299},{"alt":24297,"src":24298},"20240425182148","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182148.png",[],{"type":23,"tag":7820,"props":24301,"children":24304},{"alt":24302,"src":24303},"20240425182233","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182233.png",[],{"type":23,"tag":7820,"props":24306,"children":24309},{"alt":24307,"src":24308},"20240425182248","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/pic20240425182248.png",[],{"type":23,"tag":24,"props":24311,"children":24312},{},[24313],{"type":28,"value":24314},"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":23,"tag":472,"props":24316,"children":24318},{"id":24317},"_12-获取文章列表",[24319],{"type":28,"value":24320},"1.2 获取文章列表",{"type":23,"tag":24,"props":24322,"children":24323},{},[24324],{"type":28,"value":24325},"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":23,"tag":24,"props":24327,"children":24328},{},[24329],{"type":28,"value":24330},"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":23,"tag":530,"props":24332,"children":24334},{"className":5059,"code":24333,"language":5058,"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",[24335],{"type":23,"tag":535,"props":24336,"children":24337},{"__ignoreMap":8},[24338,24346,24354,24362,24370,24378,24386,24394,24402,24409,24417,24425,24433,24441,24449,24457,24464,24472,24480,24488,24496,24504,24512,24520,24529,24537,24546,24555,24564,24573,24582,24591,24600,24609,24618,24627,24636,24645,24654,24663,24672,24681,24690,24699,24708,24717,24726,24735,24744,24753,24762,24770,24779,24787,24796,24805,24814,24823,24832,24841,24849,24858,24867,24876,24885,24894,24903,24912,24921,24930,24939,24948,24957,24966,24975,24984,24993,25002,25011,25020,25029,25038,25047,25055,25064,25073,25082,25091,25100,25109,25118,25127,25136,25145,25154,25163,25172,25181,25190,25199,25208,25216,25225,25234,25242,25251,25260,25269,25278,25287,25296,25305,25314,25323,25332,25340],{"type":23,"tag":1213,"props":24339,"children":24340},{"class":1215,"line":1216},[24341],{"type":23,"tag":1213,"props":24342,"children":24343},{},[24344],{"type":28,"value":24345},"class Mp_his:\n",{"type":23,"tag":1213,"props":24347,"children":24348},{"class":1215,"line":239},[24349],{"type":23,"tag":1213,"props":24350,"children":24351},{},[24352],{"type":28,"value":24353}," def __init__(self):\n",{"type":23,"tag":1213,"props":24355,"children":24356},{"class":1215,"line":1085},[24357],{"type":23,"tag":1213,"props":24358,"children":24359},{},[24360],{"type":28,"value":24361}," options = Options()\n",{"type":23,"tag":1213,"props":24363,"children":24364},{"class":1215,"line":1266},[24365],{"type":23,"tag":1213,"props":24366,"children":24367},{},[24368],{"type":28,"value":24369}," # options.add_argument('--headless')\n",{"type":23,"tag":1213,"props":24371,"children":24372},{"class":1215,"line":1388},[24373],{"type":23,"tag":1213,"props":24374,"children":24375},{},[24376],{"type":28,"value":24377}," # options.add_argument('--disable-gpu')\n",{"type":23,"tag":1213,"props":24379,"children":24380},{"class":1215,"line":1499},[24381],{"type":23,"tag":1213,"props":24382,"children":24383},{},[24384],{"type":28,"value":24385}," options.add_argument(\"--incognito\")\n",{"type":23,"tag":1213,"props":24387,"children":24388},{"class":1215,"line":1508},[24389],{"type":23,"tag":1213,"props":24390,"children":24391},{},[24392],{"type":28,"value":24393}," self.driver = webdriver.Chrome(options=options)\n",{"type":23,"tag":1213,"props":24395,"children":24396},{"class":1215,"line":1517},[24397],{"type":23,"tag":1213,"props":24398,"children":24399},{},[24400],{"type":28,"value":24401}," self.vars = {}\n",{"type":23,"tag":1213,"props":24403,"children":24404},{"class":1215,"line":1526},[24405],{"type":23,"tag":1213,"props":24406,"children":24407},{"emptyLinePlaceholder":18},[24408],{"type":28,"value":1523},{"type":23,"tag":1213,"props":24410,"children":24411},{"class":1215,"line":1535},[24412],{"type":23,"tag":1213,"props":24413,"children":24414},{},[24415],{"type":28,"value":24416}," def wait_for_window(self, timeout=2):\n",{"type":23,"tag":1213,"props":24418,"children":24419},{"class":1215,"line":1543},[24420],{"type":23,"tag":1213,"props":24421,"children":24422},{},[24423],{"type":28,"value":24424}," time.sleep(round(timeout / 1000))\n",{"type":23,"tag":1213,"props":24426,"children":24427},{"class":1215,"line":1567},[24428],{"type":23,"tag":1213,"props":24429,"children":24430},{},[24431],{"type":28,"value":24432}," wh_now = self.driver.window_handles\n",{"type":23,"tag":1213,"props":24434,"children":24435},{"class":1215,"line":1675},[24436],{"type":23,"tag":1213,"props":24437,"children":24438},{},[24439],{"type":28,"value":24440}," wh_then = self.vars[\"window_handles\"]\n",{"type":23,"tag":1213,"props":24442,"children":24443},{"class":1215,"line":1785},[24444],{"type":23,"tag":1213,"props":24445,"children":24446},{},[24447],{"type":28,"value":24448}," if len(wh_now) > len(wh_then):\n",{"type":23,"tag":1213,"props":24450,"children":24451},{"class":1215,"line":1793},[24452],{"type":23,"tag":1213,"props":24453,"children":24454},{},[24455],{"type":28,"value":24456}," return set(wh_now).difference(set(wh_then)).pop()\n",{"type":23,"tag":1213,"props":24458,"children":24459},{"class":1215,"line":2358},[24460],{"type":23,"tag":1213,"props":24461,"children":24462},{},[24463],{"type":28,"value":2756},{"type":23,"tag":1213,"props":24465,"children":24466},{"class":1215,"line":2371},[24467],{"type":23,"tag":1213,"props":24468,"children":24469},{},[24470],{"type":28,"value":24471}," def check_exist(self, link):\n",{"type":23,"tag":1213,"props":24473,"children":24474},{"class":1215,"line":15959},[24475],{"type":23,"tag":1213,"props":24476,"children":24477},{},[24478],{"type":28,"value":24479}," # 检查数据库中是否存在该文章\n",{"type":23,"tag":1213,"props":24481,"children":24482},{"class":1215,"line":15968},[24483],{"type":23,"tag":1213,"props":24484,"children":24485},{},[24486],{"type":28,"value":24487}," conn = sqlite3.connect(\"mp1.db\")\n",{"type":23,"tag":1213,"props":24489,"children":24490},{"class":1215,"line":15977},[24491],{"type":23,"tag":1213,"props":24492,"children":24493},{},[24494],{"type":28,"value":24495}," cursor = conn.cursor()\n",{"type":23,"tag":1213,"props":24497,"children":24498},{"class":1215,"line":15986},[24499],{"type":23,"tag":1213,"props":24500,"children":24501},{},[24502],{"type":28,"value":24503}," cursor.execute(\"SELECT * FROM mp_articles WHERE link = ?\", (link,))\n",{"type":23,"tag":1213,"props":24505,"children":24506},{"class":1215,"line":15994},[24507],{"type":23,"tag":1213,"props":24508,"children":24509},{},[24510],{"type":28,"value":24511}," result = cursor.fetchone()\n",{"type":23,"tag":1213,"props":24513,"children":24514},{"class":1215,"line":16003},[24515],{"type":23,"tag":1213,"props":24516,"children":24517},{},[24518],{"type":28,"value":24519}," conn.close()\n",{"type":23,"tag":1213,"props":24521,"children":24523},{"class":1215,"line":24522},24,[24524],{"type":23,"tag":1213,"props":24525,"children":24526},{},[24527],{"type":28,"value":24528}," return result\n",{"type":23,"tag":1213,"props":24530,"children":24532},{"class":1215,"line":24531},25,[24533],{"type":23,"tag":1213,"props":24534,"children":24535},{},[24536],{"type":28,"value":2756},{"type":23,"tag":1213,"props":24538,"children":24540},{"class":1215,"line":24539},26,[24541],{"type":23,"tag":1213,"props":24542,"children":24543},{},[24544],{"type":28,"value":24545}," def get_his(self):\n",{"type":23,"tag":1213,"props":24547,"children":24549},{"class":1215,"line":24548},27,[24550],{"type":23,"tag":1213,"props":24551,"children":24552},{},[24553],{"type":28,"value":24554}," os.chdir(os.path.dirname(os.path.abspath(__file__)))\n",{"type":23,"tag":1213,"props":24556,"children":24558},{"class":1215,"line":24557},28,[24559],{"type":23,"tag":1213,"props":24560,"children":24561},{},[24562],{"type":28,"value":24563}," self.driver.get(\"http://mp.weixin.qq.com/\")\n",{"type":23,"tag":1213,"props":24565,"children":24567},{"class":1215,"line":24566},29,[24568],{"type":23,"tag":1213,"props":24569,"children":24570},{},[24571],{"type":28,"value":24572}," self.vars[\"window_handles\"] = self.driver.window_handles\n",{"type":23,"tag":1213,"props":24574,"children":24576},{"class":1215,"line":24575},30,[24577],{"type":23,"tag":1213,"props":24578,"children":24579},{},[24580],{"type":28,"value":24581}," if self.driver.find_elements(By.CLASS_NAME, \"login__type__container__scan__qrcode\"):\n",{"type":23,"tag":1213,"props":24583,"children":24585},{"class":1215,"line":24584},31,[24586],{"type":23,"tag":1213,"props":24587,"children":24588},{},[24589],{"type":28,"value":24590}," # 等待二维码出现\n",{"type":23,"tag":1213,"props":24592,"children":24594},{"class":1215,"line":24593},32,[24595],{"type":23,"tag":1213,"props":24596,"children":24597},{},[24598],{"type":28,"value":24599}," time.sleep(2)\n",{"type":23,"tag":1213,"props":24601,"children":24603},{"class":1215,"line":24602},33,[24604],{"type":23,"tag":1213,"props":24605,"children":24606},{},[24607],{"type":28,"value":24608}," qrcode = self.driver.find_element(\n",{"type":23,"tag":1213,"props":24610,"children":24612},{"class":1215,"line":24611},34,[24613],{"type":23,"tag":1213,"props":24614,"children":24615},{},[24616],{"type":28,"value":24617}," By.CLASS_NAME, \"login__type__container__scan__qrcode\")\n",{"type":23,"tag":1213,"props":24619,"children":24621},{"class":1215,"line":24620},35,[24622],{"type":23,"tag":1213,"props":24623,"children":24624},{},[24625],{"type":28,"value":24626}," qrcode.screenshot(\"./qrcode.png\")\n",{"type":23,"tag":1213,"props":24628,"children":24630},{"class":1215,"line":24629},36,[24631],{"type":23,"tag":1213,"props":24632,"children":24633},{},[24634],{"type":28,"value":24635}," # 等待.new-creation__menu-item:nth-child(2) svg出现\n",{"type":23,"tag":1213,"props":24637,"children":24639},{"class":1215,"line":24638},37,[24640],{"type":23,"tag":1213,"props":24641,"children":24642},{},[24643],{"type":28,"value":24644}," WebDriverWait(self.driver, 60).until(expected_conditions.presence_of_element_located(\n",{"type":23,"tag":1213,"props":24646,"children":24648},{"class":1215,"line":24647},38,[24649],{"type":23,"tag":1213,"props":24650,"children":24651},{},[24652],{"type":28,"value":24653}," (By.CSS_SELECTOR, \".new-creation__menu-item:nth-child(2) svg\")))\n",{"type":23,"tag":1213,"props":24655,"children":24657},{"class":1215,"line":24656},39,[24658],{"type":23,"tag":1213,"props":24659,"children":24660},{},[24661],{"type":28,"value":24662}," self.driver.find_element(\n",{"type":23,"tag":1213,"props":24664,"children":24666},{"class":1215,"line":24665},40,[24667],{"type":23,"tag":1213,"props":24668,"children":24669},{},[24670],{"type":28,"value":24671}," By.CSS_SELECTOR, \".new-creation__menu-item:nth-child(2) svg\").click()\n",{"type":23,"tag":1213,"props":24673,"children":24675},{"class":1215,"line":24674},41,[24676],{"type":23,"tag":1213,"props":24677,"children":24678},{},[24679],{"type":28,"value":24680}," self.vars[\"win670\"] = self.wait_for_window(2000)\n",{"type":23,"tag":1213,"props":24682,"children":24684},{"class":1215,"line":24683},42,[24685],{"type":23,"tag":1213,"props":24686,"children":24687},{},[24688],{"type":28,"value":24689}," self.driver.switch_to.window(self.vars[\"win670\"])\n",{"type":23,"tag":1213,"props":24691,"children":24693},{"class":1215,"line":24692},43,[24694],{"type":23,"tag":1213,"props":24695,"children":24696},{},[24697],{"type":28,"value":24698}," self.driver.find_element(By.ID, \"js_editor_insertlink\").click()\n",{"type":23,"tag":1213,"props":24700,"children":24702},{"class":1215,"line":24701},44,[24703],{"type":23,"tag":1213,"props":24704,"children":24705},{},[24706],{"type":28,"value":24707}," # 从mp.csv中读取公众号名称\n",{"type":23,"tag":1213,"props":24709,"children":24711},{"class":1215,"line":24710},45,[24712],{"type":23,"tag":1213,"props":24713,"children":24714},{},[24715],{"type":28,"value":24716}," with open('mp.csv', 'r', encoding='utf-8') as f:\n",{"type":23,"tag":1213,"props":24718,"children":24720},{"class":1215,"line":24719},46,[24721],{"type":23,"tag":1213,"props":24722,"children":24723},{},[24724],{"type":28,"value":24725}," reader = csv.reader(f)\n",{"type":23,"tag":1213,"props":24727,"children":24729},{"class":1215,"line":24728},47,[24730],{"type":23,"tag":1213,"props":24731,"children":24732},{},[24733],{"type":28,"value":24734}," for row in reader:\n",{"type":23,"tag":1213,"props":24736,"children":24738},{"class":1215,"line":24737},48,[24739],{"type":23,"tag":1213,"props":24740,"children":24741},{},[24742],{"type":28,"value":24743}," self.driver.find_element(\n",{"type":23,"tag":1213,"props":24745,"children":24747},{"class":1215,"line":24746},49,[24748],{"type":23,"tag":1213,"props":24749,"children":24750},{},[24751],{"type":28,"value":24752}," By.XPATH, \"//button[contains(.,\\'选择其他公众号\\')]\").click()\n",{"type":23,"tag":1213,"props":24754,"children":24756},{"class":1215,"line":24755},50,[24757],{"type":23,"tag":1213,"props":24758,"children":24759},{},[24760],{"type":28,"value":24761}," # 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crewai import Agent, Crew, Process, Task\nfrom crewai.project import CrewBase, agent, crew, task\nfrom weekly_report.tools.ali_mail import SendEmailTool\nfrom weekly_report.tools.send_yuque_doc import SendYuqueDocTool\nfrom weekly_report.utils.llms import LLMs\nfrom langchain.agents import load_tools\n\n# Uncomment the following line to use an example of a custom tool\nfrom weekly_report.tools.weekly_reports import GetWeeklyReportsTool\n\n# Check our tools documentations for more information on how to use them\n# from crewai_tools import SerperDevTool\n\nllm = LLMs(model_name=\"glm-3-turbo\").get_llm()\nfunction_calling_llm = LLMs(model_name=\"gpt-3.5-turbo-0125\").get_llm()\n\nget_weekly_reports_tool = GetWeeklyReportsTool()\nsend_email_tool = SendEmailTool()\nsend_yuque_doc_tool = SendYuqueDocTool()\nhuman_tools = load_tools([\"human\"])\n\n@CrewBase\nclass WeeklyReportCrew():\n \"\"\"WeeklyReport crew\"\"\"\n agents_config = 'config/agents.yaml'\n tasks_config = 'config/tasks.yaml'\n \n @agent\n def writer(self) -> Agent:\n return Agent(\n config=self.agents_config['writer'],\n tools=[get_weekly_reports_tool], \n verbose=True,\n llm=llm, \n function_calling_llm=function_calling_llm,\n allow_delegation=True\n )\n \n @agent\n def sender(self) -> Agent:\n return Agent(\n config=self.agents_config['sender'],\n tools=[send_email_tool, send_yuque_doc_tool],\n verbose=True,\n llm=llm, \n function_calling_llm=function_calling_llm,\n allow_delegation=True\n )\n\n @task\n def writing_task(self) -> Task:\n return Task(\n config=self.tasks_config['writing_task'],\n agent=self.writer(),\n # context=[self.manage_task()]\n )\n \n @task\n def send_task(self) -> Task:\n return Task(\n config=self.tasks_config['send_task'],\n agent=self.sender(),\n context=[self.writing_task()]\n )\n\n @crew\n def crew(self) -> Crew:\n \"\"\"Creates the WeeklyReport crew\"\"\"\n return Crew(\n agents=self.agents, # Automatically created by the @agent decorator\n tasks=self.tasks, # Automatically created by the @task decorator\n # process=Process.sequential,\n verbose=2,\n process=Process.hierarchical, # In case you wanna use that instead https://docs.crewai.com/how-to/Hierarchical/\n manager_llm=function_calling_llm,\n )\n",[26859],{"type":23,"tag":535,"props":26860,"children":26861},{"__ignoreMap":8},[26862,26870,26878,26886,26894,26902,26910,26917,26925,26933,26940,26948,26956,26963,26971,26979,26986,26994,27002,27010,27018,27025,27033,27041,27049,27057,27065,27072,27080,27088,27096,27104,27112,27120,27128,27136,27144,27152,27159,27166,27174,27181,27189,27197,27204,27211,27218,27225,27232,27239,27247,27255,27263,27271,27279,27287,27294,27301,27308,27316,27323,27331,27339,27347,27354,27361,27369,27377,27385,27393,27401,27409,27417,27425,27433,27441],{"type":23,"tag":1213,"props":26863,"children":26864},{"class":1215,"line":1216},[26865],{"type":23,"tag":1213,"props":26866,"children":26867},{},[26868],{"type":28,"value":26869},"from crewai import Agent, Crew, Process, Task\n",{"type":23,"tag":1213,"props":26871,"children":26872},{"class":1215,"line":239},[26873],{"type":23,"tag":1213,"props":26874,"children":26875},{},[26876],{"type":28,"value":26877},"from crewai.project import CrewBase, agent, crew, task\n",{"type":23,"tag":1213,"props":26879,"children":26880},{"class":1215,"line":1085},[26881],{"type":23,"tag":1213,"props":26882,"children":26883},{},[26884],{"type":28,"value":26885},"from weekly_report.tools.ali_mail import SendEmailTool\n",{"type":23,"tag":1213,"props":26887,"children":26888},{"class":1215,"line":1266},[26889],{"type":23,"tag":1213,"props":26890,"children":26891},{},[26892],{"type":28,"value":26893},"from weekly_report.tools.send_yuque_doc import SendYuqueDocTool\n",{"type":23,"tag":1213,"props":26895,"children":26896},{"class":1215,"line":1388},[26897],{"type":23,"tag":1213,"props":26898,"children":26899},{},[26900],{"type":28,"value":26901},"from weekly_report.utils.llms import LLMs\n",{"type":23,"tag":1213,"props":26903,"children":26904},{"class":1215,"line":1499},[26905],{"type":23,"tag":1213,"props":26906,"children":26907},{},[26908],{"type":28,"value":26909},"from langchain.agents import load_tools\n",{"type":23,"tag":1213,"props":26911,"children":26912},{"class":1215,"line":1508},[26913],{"type":23,"tag":1213,"props":26914,"children":26915},{"emptyLinePlaceholder":18},[26916],{"type":28,"value":1523},{"type":23,"tag":1213,"props":26918,"children":26919},{"class":1215,"line":1517},[26920],{"type":23,"tag":1213,"props":26921,"children":26922},{},[26923],{"type":28,"value":26924},"# Uncomment the following line to use an example of a custom tool\n",{"type":23,"tag":1213,"props":26926,"children":26927},{"class":1215,"line":1526},[26928],{"type":23,"tag":1213,"props":26929,"children":26930},{},[26931],{"type":28,"value":26932},"from weekly_report.tools.weekly_reports import GetWeeklyReportsTool\n",{"type":23,"tag":1213,"props":26934,"children":26935},{"class":1215,"line":1535},[26936],{"type":23,"tag":1213,"props":26937,"children":26938},{"emptyLinePlaceholder":18},[26939],{"type":28,"value":1523},{"type":23,"tag":1213,"props":26941,"children":26942},{"class":1215,"line":1543},[26943],{"type":23,"tag":1213,"props":26944,"children":26945},{},[26946],{"type":28,"value":26947},"# Check our tools documentations for more information on how to use them\n",{"type":23,"tag":1213,"props":26949,"children":26950},{"class":1215,"line":1567},[26951],{"type":23,"tag":1213,"props":26952,"children":26953},{},[26954],{"type":28,"value":26955},"# from crewai_tools import SerperDevTool\n",{"type":23,"tag":1213,"props":26957,"children":26958},{"class":1215,"line":1675},[26959],{"type":23,"tag":1213,"props":26960,"children":26961},{"emptyLinePlaceholder":18},[26962],{"type":28,"value":1523},{"type":23,"tag":1213,"props":26964,"children":26965},{"class":1215,"line":1785},[26966],{"type":23,"tag":1213,"props":26967,"children":26968},{},[26969],{"type":28,"value":26970},"llm = LLMs(model_name=\"glm-3-turbo\").get_llm()\n",{"type":23,"tag":1213,"props":26972,"children":26973},{"class":1215,"line":1793},[26974],{"type":23,"tag":1213,"props":26975,"children":26976},{},[26977],{"type":28,"value":26978},"function_calling_llm = LLMs(model_name=\"gpt-3.5-turbo-0125\").get_llm()\n",{"type":23,"tag":1213,"props":26980,"children":26981},{"class":1215,"line":2358},[26982],{"type":23,"tag":1213,"props":26983,"children":26984},{"emptyLinePlaceholder":18},[26985],{"type":28,"value":1523},{"type":23,"tag":1213,"props":26987,"children":26988},{"class":1215,"line":2371},[26989],{"type":23,"tag":1213,"props":26990,"children":26991},{},[26992],{"type":28,"value":26993},"get_weekly_reports_tool = GetWeeklyReportsTool()\n",{"type":23,"tag":1213,"props":26995,"children":26996},{"class":1215,"line":15959},[26997],{"type":23,"tag":1213,"props":26998,"children":26999},{},[27000],{"type":28,"value":27001},"send_email_tool = SendEmailTool()\n",{"type":23,"tag":1213,"props":27003,"children":27004},{"class":1215,"line":15968},[27005],{"type":23,"tag":1213,"props":27006,"children":27007},{},[27008],{"type":28,"value":27009},"send_yuque_doc_tool = SendYuqueDocTool()\n",{"type":23,"tag":1213,"props":27011,"children":27012},{"class":1215,"line":15977},[27013],{"type":23,"tag":1213,"props":27014,"children":27015},{},[27016],{"type":28,"value":27017},"human_tools = load_tools([\"human\"])\n",{"type":23,"tag":1213,"props":27019,"children":27020},{"class":1215,"line":15986},[27021],{"type":23,"tag":1213,"props":27022,"children":27023},{"emptyLinePlaceholder":18},[27024],{"type":28,"value":1523},{"type":23,"tag":1213,"props":27026,"children":27027},{"class":1215,"line":15994},[27028],{"type":23,"tag":1213,"props":27029,"children":27030},{},[27031],{"type":28,"value":27032},"@CrewBase\n",{"type":23,"tag":1213,"props":27034,"children":27035},{"class":1215,"line":16003},[27036],{"type":23,"tag":1213,"props":27037,"children":27038},{},[27039],{"type":28,"value":27040},"class 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'config/tasks.yaml'\n",{"type":23,"tag":1213,"props":27066,"children":27067},{"class":1215,"line":24548},[27068],{"type":23,"tag":1213,"props":27069,"children":27070},{},[27071],{"type":28,"value":2756},{"type":23,"tag":1213,"props":27073,"children":27074},{"class":1215,"line":24557},[27075],{"type":23,"tag":1213,"props":27076,"children":27077},{},[27078],{"type":28,"value":27079}," @agent\n",{"type":23,"tag":1213,"props":27081,"children":27082},{"class":1215,"line":24566},[27083],{"type":23,"tag":1213,"props":27084,"children":27085},{},[27086],{"type":28,"value":27087}," def writer(self) -> Agent:\n",{"type":23,"tag":1213,"props":27089,"children":27090},{"class":1215,"line":24575},[27091],{"type":23,"tag":1213,"props":27092,"children":27093},{},[27094],{"type":28,"value":27095}," return Agent(\n",{"type":23,"tag":1213,"props":27097,"children":27098},{"class":1215,"line":24584},[27099],{"type":23,"tag":1213,"props":27100,"children":27101},{},[27102],{"type":28,"value":27103}," config=self.agents_config['writer'],\n",{"type":23,"tag":1213,"props":27105,"children":27106},{"class":1215,"line":24593},[27107],{"type":23,"tag":1213,"props":27108,"children":27109},{},[27110],{"type":28,"value":27111}," tools=[get_weekly_reports_tool], \n",{"type":23,"tag":1213,"props":27113,"children":27114},{"class":1215,"line":24602},[27115],{"type":23,"tag":1213,"props":27116,"children":27117},{},[27118],{"type":28,"value":27119}," verbose=True,\n",{"type":23,"tag":1213,"props":27121,"children":27122},{"class":1215,"line":24611},[27123],{"type":23,"tag":1213,"props":27124,"children":27125},{},[27126],{"type":28,"value":27127}," llm=llm, \n",{"type":23,"tag":1213,"props":27129,"children":27130},{"class":1215,"line":24620},[27131],{"type":23,"tag":1213,"props":27132,"children":27133},{},[27134],{"type":28,"value":27135}," function_calling_llm=function_calling_llm,\n",{"type":23,"tag":1213,"props":27137,"children":27138},{"class":1215,"line":24629},[27139],{"type":23,"tag":1213,"props":27140,"children":27141},{},[27142],{"type":28,"value":27143}," allow_delegation=True\n",{"type":23,"tag":1213,"props":27145,"children":27146},{"class":1215,"line":24638},[27147],{"type":23,"tag":1213,"props":27148,"children":27149},{},[27150],{"type":28,"value":27151}," )\n",{"type":23,"tag":1213,"props":27153,"children":27154},{"class":1215,"line":24647},[27155],{"type":23,"tag":1213,"props":27156,"children":27157},{},[27158],{"type":28,"value":2756},{"type":23,"tag":1213,"props":27160,"children":27161},{"class":1215,"line":24656},[27162],{"type":23,"tag":1213,"props":27163,"children":27164},{},[27165],{"type":28,"value":27079},{"type":23,"tag":1213,"props":27167,"children":27168},{"class":1215,"line":24665},[27169],{"type":23,"tag":1213,"props":27170,"children":27171},{},[27172],{"type":28,"value":27173}," def sender(self) -> Agent:\n",{"type":23,"tag":1213,"props":27175,"children":27176},{"class":1215,"line":24674},[27177],{"type":23,"tag":1213,"props":27178,"children":27179},{},[27180],{"type":28,"value":27095},{"type":23,"tag":1213,"props":27182,"children":27183},{"class":1215,"line":24683},[27184],{"type":23,"tag":1213,"props":27185,"children":27186},{},[27187],{"type":28,"value":27188}," config=self.agents_config['sender'],\n",{"type":23,"tag":1213,"props":27190,"children":27191},{"class":1215,"line":24692},[27192],{"type":23,"tag":1213,"props":27193,"children":27194},{},[27195],{"type":28,"value":27196}," tools=[send_email_tool, send_yuque_doc_tool],\n",{"type":23,"tag":1213,"props":27198,"children":27199},{"class":1215,"line":24701},[27200],{"type":23,"tag":1213,"props":27201,"children":27202},{},[27203],{"type":28,"value":27119},{"type":23,"tag":1213,"props":27205,"children":27206},{"class":1215,"line":24710},[27207],{"type":23,"tag":1213,"props":27208,"children":27209},{},[27210],{"type":28,"value":27127},{"type":23,"tag":1213,"props":27212,"children":27213},{"class":1215,"line":24719},[27214],{"type":23,"tag":1213,"props":27215,"children":27216},{},[27217],{"type":28,"value":27135},{"type":23,"tag":1213,"props":27219,"children":27220},{"class":1215,"line":24728},[27221],{"type":23,"tag":1213,"props":27222,"children":27223},{},[27224],{"type":28,"value":27143},{"type":23,"tag":1213,"props":27226,"children":27227},{"class":1215,"line":24737},[27228],{"type":23,"tag":1213,"props":27229,"children":27230},{},[27231],{"type":28,"value":27151},{"type":23,"tag":1213,"props":27233,"children":27234},{"class":1215,"line":24746},[27235],{"type":23,"tag":1213,"props":27236,"children":27237},{"emptyLinePlaceholder":18},[27238],{"type":28,"value":1523},{"type":23,"tag":1213,"props":27240,"children":27241},{"class":1215,"line":24755},[27242],{"type":23,"tag":1213,"props":27243,"children":27244},{},[27245],{"type":28,"value":27246}," @task\n",{"type":23,"tag":1213,"props":27248,"children":27249},{"class":1215,"line":24764},[27250],{"type":23,"tag":1213,"props":27251,"children":27252},{},[27253],{"type":28,"value":27254}," def writing_task(self) -> Task:\n",{"type":23,"tag":1213,"props":27256,"children":27257},{"class":1215,"line":24772},[27258],{"type":23,"tag":1213,"props":27259,"children":27260},{},[27261],{"type":28,"value":27262}," return Task(\n",{"type":23,"tag":1213,"props":27264,"children":27265},{"class":1215,"line":24781},[27266],{"type":23,"tag":1213,"props":27267,"children":27268},{},[27269],{"type":28,"value":27270}," config=self.tasks_config['writing_task'],\n",{"type":23,"tag":1213,"props":27272,"children":27273},{"class":1215,"line":24789},[27274],{"type":23,"tag":1213,"props":27275,"children":27276},{},[27277],{"type":28,"value":27278}," agent=self.writer(),\n",{"type":23,"tag":1213,"props":27280,"children":27281},{"class":1215,"line":24798},[27282],{"type":23,"tag":1213,"props":27283,"children":27284},{},[27285],{"type":28,"value":27286}," # context=[self.manage_task()]\n",{"type":23,"tag":1213,"props":27288,"children":27289},{"class":1215,"line":24807},[27290],{"type":23,"tag":1213,"props":27291,"children":27292},{},[27293],{"type":28,"value":27151},{"type":23,"tag":1213,"props":27295,"children":27296},{"class":1215,"line":24816},[27297],{"type":23,"tag":1213,"props":27298,"children":27299},{},[27300],{"type":28,"value":2756},{"type":23,"tag":1213,"props":27302,"children":27303},{"class":1215,"line":24825},[27304],{"type":23,"tag":1213,"props":27305,"children":27306},{},[27307],{"type":28,"value":27246},{"type":23,"tag":1213,"props":27309,"children":27310},{"class":1215,"line":24834},[27311],{"type":23,"tag":1213,"props":27312,"children":27313},{},[27314],{"type":28,"value":27315}," def send_task(self) -> Task:\n",{"type":23,"tag":1213,"props":27317,"children":27318},{"class":1215,"line":24843},[27319],{"type":23,"tag":1213,"props":27320,"children":27321},{},[27322],{"type":28,"value":27262},{"type":23,"tag":1213,"props":27324,"children":27325},{"class":1215,"line":24851},[27326],{"type":23,"tag":1213,"props":27327,"children":27328},{},[27329],{"type":28,"value":27330}," config=self.tasks_config['send_task'],\n",{"type":23,"tag":1213,"props":27332,"children":27333},{"class":1215,"line":24860},[27334],{"type":23,"tag":1213,"props":27335,"children":27336},{},[27337],{"type":28,"value":27338}," agent=self.sender(),\n",{"type":23,"tag":1213,"props":27340,"children":27341},{"class":1215,"line":24869},[27342],{"type":23,"tag":1213,"props":27343,"children":27344},{},[27345],{"type":28,"value":27346}," context=[self.writing_task()]\n",{"type":23,"tag":1213,"props":27348,"children":27349},{"class":1215,"line":24878},[27350],{"type":23,"tag":1213,"props":27351,"children":27352},{},[27353],{"type":28,"value":27151},{"type":23,"tag":1213,"props":27355,"children":27356},{"class":1215,"line":24887},[27357],{"type":23,"tag":1213,"props":27358,"children":27359},{"emptyLinePlaceholder":18},[27360],{"type":28,"value":1523},{"type":23,"tag":1213,"props":27362,"children":27363},{"class":1215,"line":24896},[27364],{"type":23,"tag":1213,"props":27365,"children":27366},{},[27367],{"type":28,"value":27368}," @crew\n",{"type":23,"tag":1213,"props":27370,"children":27371},{"class":1215,"line":24905},[27372],{"type":23,"tag":1213,"props":27373,"children":27374},{},[27375],{"type":28,"value":27376}," def crew(self) -> Crew:\n",{"type":23,"tag":1213,"props":27378,"children":27379},{"class":1215,"line":24914},[27380],{"type":23,"tag":1213,"props":27381,"children":27382},{},[27383],{"type":28,"value":27384}," \"\"\"Creates the WeeklyReport crew\"\"\"\n",{"type":23,"tag":1213,"props":27386,"children":27387},{"class":1215,"line":24923},[27388],{"type":23,"tag":1213,"props":27389,"children":27390},{},[27391],{"type":28,"value":27392}," return Crew(\n",{"type":23,"tag":1213,"props":27394,"children":27395},{"class":1215,"line":24932},[27396],{"type":23,"tag":1213,"props":27397,"children":27398},{},[27399],{"type":28,"value":27400}," agents=self.agents, # Automatically created by the @agent decorator\n",{"type":23,"tag":1213,"props":27402,"children":27403},{"class":1215,"line":24941},[27404],{"type":23,"tag":1213,"props":27405,"children":27406},{},[27407],{"type":28,"value":27408}," tasks=self.tasks, # Automatically created by the @task decorator\n",{"type":23,"tag":1213,"props":27410,"children":27411},{"class":1215,"line":24950},[27412],{"type":23,"tag":1213,"props":27413,"children":27414},{},[27415],{"type":28,"value":27416}," # process=Process.sequential,\n",{"type":23,"tag":1213,"props":27418,"children":27419},{"class":1215,"line":24959},[27420],{"type":23,"tag":1213,"props":27421,"children":27422},{},[27423],{"type":28,"value":27424}," verbose=2,\n",{"type":23,"tag":1213,"props":27426,"children":27427},{"class":1215,"line":24968},[27428],{"type":23,"tag":1213,"props":27429,"children":27430},{},[27431],{"type":28,"value":27432}," process=Process.hierarchical, # In case you wanna use that instead https://docs.crewai.com/how-to/Hierarchical/\n",{"type":23,"tag":1213,"props":27434,"children":27435},{"class":1215,"line":24977},[27436],{"type":23,"tag":1213,"props":27437,"children":27438},{},[27439],{"type":28,"value":27440}," manager_llm=function_calling_llm,\n",{"type":23,"tag":1213,"props":27442,"children":27443},{"class":1215,"line":24986},[27444],{"type":23,"tag":1213,"props":27445,"children":27446},{},[27447],{"type":28,"value":27151},{"type":23,"tag":24,"props":27449,"children":27450},{},[27451],{"type":23,"tag":228,"props":27452,"children":27453},{},[27454],{"type":28,"value":27455},"自定义工具开发：",{"type":23,"tag":24,"props":27457,"children":27458},{},[27459,27461,27467,27469,27475,27476,27482],{"type":28,"value":27460},"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":23,"tag":535,"props":27462,"children":27464},{"className":27463},[],[27465],{"type":28,"value":27466},"BaseTool",{"type":28,"value":27468},"，并根据需要完成特定的任务。例如，",{"type":23,"tag":535,"props":27470,"children":27472},{"className":27471},[],[27473],{"type":28,"value":27474},"SendEmailTool",{"type":28,"value":7997},{"type":23,"tag":535,"props":27477,"children":27479},{"className":27478},[],[27480],{"type":28,"value":27481},"SendYuqueDocTool",{"type":28,"value":27483},"是两个用于发送邮件和发布语雀文档的工具。",{"type":23,"tag":659,"props":27485,"children":27486},{},[27487],{"type":23,"tag":572,"props":27488,"children":27489},{},[27490,27494,27496,27502],{"type":23,"tag":228,"props":27491,"children":27492},{},[27493],{"type":28,"value":27474},{"type":28,"value":27495},"：这个工具负责发送包含周报内容的邮件。它使用Python的",{"type":23,"tag":535,"props":27497,"children":27499},{"className":27498},[],[27500],{"type":28,"value":27501},"smtplib",{"type":28,"value":27503},"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":23,"tag":530,"props":27505,"children":27507},{"className":5059,"code":27506,"language":5058,"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",[27508],{"type":23,"tag":535,"props":27509,"children":27510},{"__ignoreMap":8},[27511,27519,27526,27534,27542,27550,27558,27565,27573,27581,27588,27596,27604,27612,27620,27627,27635,27643,27651,27659,27667,27675,27683,27691,27699,27707,27715,27723,27731,27739,27747,27755,27763,27771,27779,27787,27795,27803,27811,27819,27827,27835,27843,27851,27859,27867,27875,27883,27890,27898,27905,27913],{"type":23,"tag":1213,"props":27512,"children":27513},{"class":1215,"line":1216},[27514],{"type":23,"tag":1213,"props":27515,"children":27516},{},[27517],{"type":28,"value":27518},"import os\n",{"type":23,"tag":1213,"props":27520,"children":27521},{"class":1215,"line":239},[27522],{"type":23,"tag":1213,"props":27523,"children":27524},{"emptyLinePlaceholder":18},[27525],{"type":28,"value":1523},{"type":23,"tag":1213,"props":27527,"children":27528},{"class":1215,"line":1085},[27529],{"type":23,"tag":1213,"props":27530,"children":27531},{},[27532],{"type":28,"value":27533},"from dotenv import load_dotenv\n",{"type":23,"tag":1213,"props":27535,"children":27536},{"class":1215,"line":1266},[27537],{"type":23,"tag":1213,"props":27538,"children":27539},{},[27540],{"type":28,"value":27541},"from crewai_tools import BaseTool\n",{"type":23,"tag":1213,"props":27543,"children":27544},{"class":1215,"line":1388},[27545],{"type":23,"tag":1213,"props":27546,"children":27547},{},[27548],{"type":28,"value":27549},"from pydantic.v1 import BaseModel, Field\n",{"type":23,"tag":1213,"props":27551,"children":27552},{"class":1215,"line":1499},[27553],{"type":23,"tag":1213,"props":27554,"children":27555},{},[27556],{"type":28,"value":27557},"from typing import Type, List\n",{"type":23,"tag":1213,"props":27559,"children":27560},{"class":1215,"line":1508},[27561],{"type":23,"tag":1213,"props":27562,"children":27563},{"emptyLinePlaceholder":18},[27564],{"type":28,"value":1523},{"type":23,"tag":1213,"props":27566,"children":27567},{"class":1215,"line":1517},[27568],{"type":23,"tag":1213,"props":27569,"children":27570},{},[27571],{"type":28,"value":27572},"class SendEmailInput(BaseModel):\n",{"type":23,"tag":1213,"props":27574,"children":27575},{"class":1215,"line":1526},[27576],{"type":23,"tag":1213,"props":27577,"children":27578},{},[27579],{"type":28,"value":27580}," content: str = Field(..., title=\"邮件正文\", description=\"周报的具体内容\")\n",{"type":23,"tag":1213,"props":27582,"children":27583},{"class":1215,"line":1535},[27584],{"type":23,"tag":1213,"props":27585,"children":27586},{"emptyLinePlaceholder":18},[27587],{"type":28,"value":1523},{"type":23,"tag":1213,"props":27589,"children":27590},{"class":1215,"line":1543},[27591],{"type":23,"tag":1213,"props":27592,"children":27593},{},[27594],{"type":28,"value":27595},"class SendEmailTool(BaseTool):\n",{"type":23,"tag":1213,"props":27597,"children":27598},{"class":1215,"line":1567},[27599],{"type":23,"tag":1213,"props":27600,"children":27601},{},[27602],{"type":28,"value":27603}," name: str = \"发送邮件工具\"\n",{"type":23,"tag":1213,"props":27605,"children":27606},{"class":1215,"line":1675},[27607],{"type":23,"tag":1213,"props":27608,"children":27609},{},[27610],{"type":28,"value":27611}," 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":23,"tag":1213,"props":27613,"children":27614},{"class":1215,"line":1785},[27615],{"type":23,"tag":1213,"props":27616,"children":27617},{},[27618],{"type":28,"value":27619}," args_schema: Type[BaseModel] = SendEmailInput\n",{"type":23,"tag":1213,"props":27621,"children":27622},{"class":1215,"line":1793},[27623],{"type":23,"tag":1213,"props":27624,"children":27625},{"emptyLinePlaceholder":18},[27626],{"type":28,"value":1523},{"type":23,"tag":1213,"props":27628,"children":27629},{"class":1215,"line":2358},[27630],{"type":23,"tag":1213,"props":27631,"children":27632},{},[27633],{"type":28,"value":27634}," def send_email(self, content: str):\n",{"type":23,"tag":1213,"props":27636,"children":27637},{"class":1215,"line":2371},[27638],{"type":23,"tag":1213,"props":27639,"children":27640},{},[27641],{"type":28,"value":27642}," load_dotenv()\n",{"type":23,"tag":1213,"props":27644,"children":27645},{"class":1215,"line":15959},[27646],{"type":23,"tag":1213,"props":27647,"children":27648},{},[27649],{"type":28,"value":27650}," # 配置阿里企业邮箱\n",{"type":23,"tag":1213,"props":27652,"children":27653},{"class":1215,"line":15968},[27654],{"type":23,"tag":1213,"props":27655,"children":27656},{},[27657],{"type":28,"value":27658}," mail_host = \"smtp.qiye.aliyun.com\"\n",{"type":23,"tag":1213,"props":27660,"children":27661},{"class":1215,"line":15977},[27662],{"type":23,"tag":1213,"props":27663,"children":27664},{},[27665],{"type":28,"value":27666}," sender = os.getenv(\"ALI_SENDER\")\n",{"type":23,"tag":1213,"props":27668,"children":27669},{"class":1215,"line":15986},[27670],{"type":23,"tag":1213,"props":27671,"children":27672},{},[27673],{"type":28,"value":27674}," passwd = os.getenv(\"ALI_PASSWD\")\n",{"type":23,"tag":1213,"props":27676,"children":27677},{"class":1215,"line":15994},[27678],{"type":23,"tag":1213,"props":27679,"children":27680},{},[27681],{"type":28,"value":27682}," import smtplib\n",{"type":23,"tag":1213,"props":27684,"children":27685},{"class":1215,"line":16003},[27686],{"type":23,"tag":1213,"props":27687,"children":27688},{},[27689],{"type":28,"value":27690}," from email.mime.text import MIMEText\n",{"type":23,"tag":1213,"props":27692,"children":27693},{"class":1215,"line":24522},[27694],{"type":23,"tag":1213,"props":27695,"children":27696},{},[27697],{"type":28,"value":27698}," from email.header import Header\n",{"type":23,"tag":1213,"props":27700,"children":27701},{"class":1215,"line":24531},[27702],{"type":23,"tag":1213,"props":27703,"children":27704},{},[27705],{"type":28,"value":27706}," from email.utils import formataddr\n",{"type":23,"tag":1213,"props":27708,"children":27709},{"class":1215,"line":24539},[27710],{"type":23,"tag":1213,"props":27711,"children":27712},{},[27713],{"type":28,"value":27714}," receivers = os.getenv(\"ALI_RECEIVERS\")\n",{"type":23,"tag":1213,"props":27716,"children":27717},{"class":1215,"line":24548},[27718],{"type":23,"tag":1213,"props":27719,"children":27720},{},[27721],{"type":28,"value":27722}," # 用markdown格式发送邮件\n",{"type":23,"tag":1213,"props":27724,"children":27725},{"class":1215,"line":24557},[27726],{"type":23,"tag":1213,"props":27727,"children":27728},{},[27729],{"type":28,"value":27730}," content = f\"\"\"{content}\"\"\"\n",{"type":23,"tag":1213,"props":27732,"children":27733},{"class":1215,"line":24566},[27734],{"type":23,"tag":1213,"props":27735,"children":27736},{},[27737],{"type":28,"value":27738}," import markdown2\n",{"type":23,"tag":1213,"props":27740,"children":27741},{"class":1215,"line":24575},[27742],{"type":23,"tag":1213,"props":27743,"children":27744},{},[27745],{"type":28,"value":27746}," content = markdown2.markdown(content)\n",{"type":23,"tag":1213,"props":27748,"children":27749},{"class":1215,"line":24584},[27750],{"type":23,"tag":1213,"props":27751,"children":27752},{},[27753],{"type":28,"value":27754}," print(content)\n",{"type":23,"tag":1213,"props":27756,"children":27757},{"class":1215,"line":24593},[27758],{"type":23,"tag":1213,"props":27759,"children":27760},{},[27761],{"type":28,"value":27762}," print(sender)\n",{"type":23,"tag":1213,"props":27764,"children":27765},{"class":1215,"line":24602},[27766],{"type":23,"tag":1213,"props":27767,"children":27768},{},[27769],{"type":28,"value":27770}," print(receivers)\n",{"type":23,"tag":1213,"props":27772,"children":27773},{"class":1215,"line":24611},[27774],{"type":23,"tag":1213,"props":27775,"children":27776},{},[27777],{"type":28,"value":27778}," msg = MIMEText(content, 'html', 'utf-8')\n",{"type":23,"tag":1213,"props":27780,"children":27781},{"class":1215,"line":24620},[27782],{"type":23,"tag":1213,"props":27783,"children":27784},{},[27785],{"type":28,"value":27786}," msg['From'] = formataddr([\"xdfs\", sender])\n",{"type":23,"tag":1213,"props":27788,"children":27789},{"class":1215,"line":24629},[27790],{"type":23,"tag":1213,"props":27791,"children":27792},{},[27793],{"type":28,"value":27794}," msg['To'] = receivers\n",{"type":23,"tag":1213,"props":27796,"children":27797},{"class":1215,"line":24638},[27798],{"type":23,"tag":1213,"props":27799,"children":27800},{},[27801],{"type":28,"value":27802}," msg['Subject'] = Header(\"AI&UI小组工作周报\", 'utf-8').encode()\n",{"type":23,"tag":1213,"props":27804,"children":27805},{"class":1215,"line":24647},[27806],{"type":23,"tag":1213,"props":27807,"children":27808},{},[27809],{"type":28,"value":27810}," print(msg)\n",{"type":23,"tag":1213,"props":27812,"children":27813},{"class":1215,"line":24656},[27814],{"type":23,"tag":1213,"props":27815,"children":27816},{},[27817],{"type":28,"value":27818}," to_list = receivers.split(',')\n",{"type":23,"tag":1213,"props":27820,"children":27821},{"class":1215,"line":24665},[27822],{"type":23,"tag":1213,"props":27823,"children":27824},{},[27825],{"type":28,"value":27826}," try:\n",{"type":23,"tag":1213,"props":27828,"children":27829},{"class":1215,"line":24674},[27830],{"type":23,"tag":1213,"props":27831,"children":27832},{},[27833],{"type":28,"value":27834}," server = smtplib.SMTP_SSL(mail_host, 465)\n",{"type":23,"tag":1213,"props":27836,"children":27837},{"class":1215,"line":24683},[27838],{"type":23,"tag":1213,"props":27839,"children":27840},{},[27841],{"type":28,"value":27842}," server.login(sender, passwd)\n",{"type":23,"tag":1213,"props":27844,"children":27845},{"class":1215,"line":24692},[27846],{"type":23,"tag":1213,"props":27847,"children":27848},{},[27849],{"type":28,"value":27850}," server.sendmail(sender, to_list, msg.as_string())\n",{"type":23,"tag":1213,"props":27852,"children":27853},{"class":1215,"line":24701},[27854],{"type":23,"tag":1213,"props":27855,"children":27856},{},[27857],{"type":28,"value":27858}," server.close()\n",{"type":23,"tag":1213,"props":27860,"children":27861},{"class":1215,"line":24710},[27862],{"type":23,"tag":1213,"props":27863,"children":27864},{},[27865],{"type":28,"value":27866}," return '邮件发送成功'\n",{"type":23,"tag":1213,"props":27868,"children":27869},{"class":1215,"line":24719},[27870],{"type":23,"tag":1213,"props":27871,"children":27872},{},[27873],{"type":28,"value":27874}," except Exception as e:\n",{"type":23,"tag":1213,"props":27876,"children":27877},{"class":1215,"line":24728},[27878],{"type":23,"tag":1213,"props":27879,"children":27880},{},[27881],{"type":28,"value":27882}," return '邮件发送失败 %s' % e\n",{"type":23,"tag":1213,"props":27884,"children":27885},{"class":1215,"line":24737},[27886],{"type":23,"tag":1213,"props":27887,"children":27888},{},[27889],{"type":28,"value":2756},{"type":23,"tag":1213,"props":27891,"children":27892},{"class":1215,"line":24746},[27893],{"type":23,"tag":1213,"props":27894,"children":27895},{},[27896],{"type":28,"value":27897}," def _run(self, content: str) -> str:\n",{"type":23,"tag":1213,"props":27899,"children":27900},{"class":1215,"line":24755},[27901],{"type":23,"tag":1213,"props":27902,"children":27903},{},[27904],{"type":28,"value":27642},{"type":23,"tag":1213,"props":27906,"children":27907},{"class":1215,"line":24764},[27908],{"type":23,"tag":1213,"props":27909,"children":27910},{},[27911],{"type":28,"value":27912}," result = self.send_email(content)\n",{"type":23,"tag":1213,"props":27914,"children":27915},{"class":1215,"line":24772},[27916],{"type":23,"tag":1213,"props":27917,"children":27918},{},[27919],{"type":28,"value":24528},{"type":23,"tag":659,"props":27921,"children":27922},{},[27923],{"type":23,"tag":572,"props":27924,"children":27925},{},[27926,27930],{"type":23,"tag":228,"props":27927,"children":27928},{},[27929],{"type":28,"value":27481},{"type":28,"value":27931},"：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":23,"tag":530,"props":27933,"children":27935},{"className":5059,"code":27934,"language":5058,"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",[27936],{"type":23,"tag":535,"props":27937,"children":27938},{"__ignoreMap":8},[27939,27946,27953,27960,27968,27975,27983,27991,27999,28006,28014,28022,28030,28038,28046,28054,28062,28070,28078,28086,28094,28101,28108,28115,28122,28130,28138,28146,28154,28162,28170,28178,28186,28194,28202,28210,28218,28226,28234,28242,28250,28258,28266,28274,28282,28289,28297,28305,28313,28321,28328,28336,28344,28351,28359,28367,28375,28383,28391,28398,28406],{"type":23,"tag":1213,"props":27940,"children":27941},{"class":1215,"line":1216},[27942],{"type":23,"tag":1213,"props":27943,"children":27944},{},[27945],{"type":28,"value":27541},{"type":23,"tag":1213,"props":27947,"children":27948},{"class":1215,"line":239},[27949],{"type":23,"tag":1213,"props":27950,"children":27951},{},[27952],{"type":28,"value":27533},{"type":23,"tag":1213,"props":27954,"children":27955},{"class":1215,"line":1085},[27956],{"type":23,"tag":1213,"props":27957,"children":27958},{},[27959],{"type":28,"value":27518},{"type":23,"tag":1213,"props":27961,"children":27962},{"class":1215,"line":1266},[27963],{"type":23,"tag":1213,"props":27964,"children":27965},{},[27966],{"type":28,"value":27967},"import requests\n",{"type":23,"tag":1213,"props":27969,"children":27970},{"class":1215,"line":1388},[27971],{"type":23,"tag":1213,"props":27972,"children":27973},{"emptyLinePlaceholder":18},[27974],{"type":28,"value":1523},{"type":23,"tag":1213,"props":27976,"children":27977},{"class":1215,"line":1499},[27978],{"type":23,"tag":1213,"props":27979,"children":27980},{},[27981],{"type":28,"value":27982},"class SendYuqueDocTool(BaseTool):\n",{"type":23,"tag":1213,"props":27984,"children":27985},{"class":1215,"line":1508},[27986],{"type":23,"tag":1213,"props":27987,"children":27988},{},[27989],{"type":28,"value":27990}," name: str = \"发送语雀文档工具\"\n",{"type":23,"tag":1213,"props":27992,"children":27993},{"class":1215,"line":1517},[27994],{"type":23,"tag":1213,"props":27995,"children":27996},{},[27997],{"type":28,"value":27998}," 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":23,"tag":1213,"props":28000,"children":28001},{"class":1215,"line":1526},[28002],{"type":23,"tag":1213,"props":28003,"children":28004},{"emptyLinePlaceholder":18},[28005],{"type":28,"value":1523},{"type":23,"tag":1213,"props":28007,"children":28008},{"class":1215,"line":1535},[28009],{"type":23,"tag":1213,"props":28010,"children":28011},{},[28012],{"type":28,"value":28013}," def get_this_friday(self):\n",{"type":23,"tag":1213,"props":28015,"children":28016},{"class":1215,"line":1543},[28017],{"type":23,"tag":1213,"props":28018,"children":28019},{},[28020],{"type":28,"value":28021}," import datetime\n",{"type":23,"tag":1213,"props":28023,"children":28024},{"class":1215,"line":1567},[28025],{"type":23,"tag":1213,"props":28026,"children":28027},{},[28028],{"type":28,"value":28029}," today = datetime.date.today()\n",{"type":23,"tag":1213,"props":28031,"children":28032},{"class":1215,"line":1675},[28033],{"type":23,"tag":1213,"props":28034,"children":28035},{},[28036],{"type":28,"value":28037}," today_weekday = today.weekday()\n",{"type":23,"tag":1213,"props":28039,"children":28040},{"class":1215,"line":1785},[28041],{"type":23,"tag":1213,"props":28042,"children":28043},{},[28044],{"type":28,"value":28045}," print(today_weekday)\n",{"type":23,"tag":1213,"props":28047,"children":28048},{"class":1215,"line":1793},[28049],{"type":23,"tag":1213,"props":28050,"children":28051},{},[28052],{"type":28,"value":28053}," if today_weekday == 4:\n",{"type":23,"tag":1213,"props":28055,"children":28056},{"class":1215,"line":2358},[28057],{"type":23,"tag":1213,"props":28058,"children":28059},{},[28060],{"type":28,"value":28061}," return today\n",{"type":23,"tag":1213,"props":28063,"children":28064},{"class":1215,"line":2371},[28065],{"type":23,"tag":1213,"props":28066,"children":28067},{},[28068],{"type":28,"value":28069}," elif today_weekday > 4:\n",{"type":23,"tag":1213,"props":28071,"children":28072},{"class":1215,"line":15959},[28073],{"type":23,"tag":1213,"props":28074,"children":28075},{},[28076],{"type":28,"value":28077}," return today - datetime.timedelta(days=(today_weekday-4) % 7)\n",{"type":23,"tag":1213,"props":28079,"children":28080},{"class":1215,"line":15968},[28081],{"type":23,"tag":1213,"props":28082,"children":28083},{},[28084],{"type":28,"value":28085}," else:\n",{"type":23,"tag":1213,"props":28087,"children":28088},{"class":1215,"line":15977},[28089],{"type":23,"tag":1213,"props":28090,"children":28091},{},[28092],{"type":28,"value":28093}," return today + datetime.timedelta(days=(4 - today_weekday) % 7)\n",{"type":23,"tag":1213,"props":28095,"children":28096},{"class":1215,"line":15986},[28097],{"type":23,"tag":1213,"props":28098,"children":28099},{},[28100],{"type":28,"value":2756},{"type":23,"tag":1213,"props":28102,"children":28103},{"class":1215,"line":15994},[28104],{"type":23,"tag":1213,"props":28105,"children":28106},{"emptyLinePlaceholder":18},[28107],{"type":28,"value":1523},{"type":23,"tag":1213,"props":28109,"children":28110},{"class":1215,"line":16003},[28111],{"type":23,"tag":1213,"props":28112,"children":28113},{},[28114],{"type":28,"value":27897},{"type":23,"tag":1213,"props":28116,"children":28117},{"class":1215,"line":24522},[28118],{"type":23,"tag":1213,"props":28119,"children":28120},{},[28121],{"type":28,"value":27642},{"type":23,"tag":1213,"props":28123,"children":28124},{"class":1215,"line":24531},[28125],{"type":23,"tag":1213,"props":28126,"children":28127},{},[28128],{"type":28,"value":28129}," auth_token = os.getenv(\"YUQUE_AUTH_TOKEN\")\n",{"type":23,"tag":1213,"props":28131,"children":28132},{"class":1215,"line":24539},[28133],{"type":23,"tag":1213,"props":28134,"children":28135},{},[28136],{"type":28,"value":28137}," login = os.getenv(\"YUQUE_LOGIN\")\n",{"type":23,"tag":1213,"props":28139,"children":28140},{"class":1215,"line":24548},[28141],{"type":23,"tag":1213,"props":28142,"children":28143},{},[28144],{"type":28,"value":28145}," slug = os.getenv(\"YUQUE_SLUG\")\n",{"type":23,"tag":1213,"props":28147,"children":28148},{"class":1215,"line":24557},[28149],{"type":23,"tag":1213,"props":28150,"children":28151},{},[28152],{"type":28,"value":28153}," # 获取周报所在目录的uuid\n",{"type":23,"tag":1213,"props":28155,"children":28156},{"class":1215,"line":24566},[28157],{"type":23,"tag":1213,"props":28158,"children":28159},{},[28160],{"type":28,"value":28161}," get_toc_url = f\"https://www.yuque.com/api/v2/repos/{login}/{slug}/toc\"\n",{"type":23,"tag":1213,"props":28163,"children":28164},{"class":1215,"line":24575},[28165],{"type":23,"tag":1213,"props":28166,"children":28167},{},[28168],{"type":28,"value":28169}," header = {\"X-Auth-Token\": auth_token}\n",{"type":23,"tag":1213,"props":28171,"children":28172},{"class":1215,"line":24584},[28173],{"type":23,"tag":1213,"props":28174,"children":28175},{},[28176],{"type":28,"value":28177}," res_toc = requests.get(get_toc_url, headers=header)\n",{"type":23,"tag":1213,"props":28179,"children":28180},{"class":1215,"line":24593},[28181],{"type":23,"tag":1213,"props":28182,"children":28183},{},[28184],{"type":28,"value":28185}," toc = res_toc.json()\n",{"type":23,"tag":1213,"props":28187,"children":28188},{"class":1215,"line":24602},[28189],{"type":23,"tag":1213,"props":28190,"children":28191},{},[28192],{"type":28,"value":28193}," this_friday = self.get_this_friday().strftime(\"%Y%m%d\")\n",{"type":23,"tag":1213,"props":28195,"children":28196},{"class":1215,"line":24611},[28197],{"type":23,"tag":1213,"props":28198,"children":28199},{},[28200],{"type":28,"value":28201}," print(this_friday)\n",{"type":23,"tag":1213,"props":28203,"children":28204},{"class":1215,"line":24620},[28205],{"type":23,"tag":1213,"props":28206,"children":28207},{},[28208],{"type":28,"value":28209}," target_uuid = \"\"\n",{"type":23,"tag":1213,"props":28211,"children":28212},{"class":1215,"line":24629},[28213],{"type":23,"tag":1213,"props":28214,"children":28215},{},[28216],{"type":28,"value":28217}," for item in toc[\"data\"]:\n",{"type":23,"tag":1213,"props":28219,"children":28220},{"class":1215,"line":24638},[28221],{"type":23,"tag":1213,"props":28222,"children":28223},{},[28224],{"type":28,"value":28225}," if item[\"type\"] == \"TITLE\" and item[\"title\"] == this_friday:\n",{"type":23,"tag":1213,"props":28227,"children":28228},{"class":1215,"line":24647},[28229],{"type":23,"tag":1213,"props":28230,"children":28231},{},[28232],{"type":28,"value":28233}," target_uuid = item[\"uuid\"]\n",{"type":23,"tag":1213,"props":28235,"children":28236},{"class":1215,"line":24656},[28237],{"type":23,"tag":1213,"props":28238,"children":28239},{},[28240],{"type":28,"value":28241}," break\n",{"type":23,"tag":1213,"props":28243,"children":28244},{"class":1215,"line":24665},[28245],{"type":23,"tag":1213,"props":28246,"children":28247},{},[28248],{"type":28,"value":28249}," print(target_uuid)\n",{"type":23,"tag":1213,"props":28251,"children":28252},{"class":1215,"line":24674},[28253],{"type":23,"tag":1213,"props":28254,"children":28255},{},[28256],{"type":28,"value":28257}," # 需要单独调用更新目录接口才能更新文档到目录\n",{"type":23,"tag":1213,"props":28259,"children":28260},{"class":1215,"line":24683},[28261],{"type":23,"tag":1213,"props":28262,"children":28263},{},[28264],{"type":28,"value":28265}," if target_uuid == \"\":\n",{"type":23,"tag":1213,"props":28267,"children":28268},{"class":1215,"line":24692},[28269],{"type":23,"tag":1213,"props":28270,"children":28271},{},[28272],{"type":28,"value":28273}," return \"未找到周报目录\"\n",{"type":23,"tag":1213,"props":28275,"children":28276},{"class":1215,"line":24701},[28277],{"type":23,"tag":1213,"props":28278,"children":28279},{},[28280],{"type":28,"value":28281}," create_doc_url = f\"https://www.yuque.com/api/v2/repos/{login}/{slug}/docs\"\n",{"type":23,"tag":1213,"props":28283,"children":28284},{"class":1215,"line":24710},[28285],{"type":23,"tag":1213,"props":28286,"children":28287},{},[28288],{"type":28,"value":28169},{"type":23,"tag":1213,"props":28290,"children":28291},{"class":1215,"line":24719},[28292],{"type":23,"tag":1213,"props":28293,"children":28294},{},[28295],{"type":28,"value":28296}," data = {\n",{"type":23,"tag":1213,"props":28298,"children":28299},{"class":1215,"line":24728},[28300],{"type":23,"tag":1213,"props":28301,"children":28302},{},[28303],{"type":28,"value":28304}," \"title\": \"部门工作周报\",\n",{"type":23,"tag":1213,"props":28306,"children":28307},{"class":1215,"line":24737},[28308],{"type":23,"tag":1213,"props":28309,"children":28310},{},[28311],{"type":28,"value":28312}," \"format\": \"markdown\",\n",{"type":23,"tag":1213,"props":28314,"children":28315},{"class":1215,"line":24746},[28316],{"type":23,"tag":1213,"props":28317,"children":28318},{},[28319],{"type":28,"value":28320}," \"body\": content\n",{"type":23,"tag":1213,"props":28322,"children":28323},{"class":1215,"line":24755},[28324],{"type":23,"tag":1213,"props":28325,"children":28326},{},[28327],{"type":28,"value":8341},{"type":23,"tag":1213,"props":28329,"children":28330},{"class":1215,"line":24764},[28331],{"type":23,"tag":1213,"props":28332,"children":28333},{},[28334],{"type":28,"value":28335}," created_article = requests.post(create_doc_url, headers=header, data=data)\n",{"type":23,"tag":1213,"props":28337,"children":28338},{"class":1215,"line":24772},[28339],{"type":23,"tag":1213,"props":28340,"children":28341},{},[28342],{"type":28,"value":28343}," update_toc_url = f\"https://www.yuque.com/api/v2/repos/{login}/{slug}/toc\"\n",{"type":23,"tag":1213,"props":28345,"children":28346},{"class":1215,"line":24781},[28347],{"type":23,"tag":1213,"props":28348,"children":28349},{},[28350],{"type":28,"value":28296},{"type":23,"tag":1213,"props":28352,"children":28353},{"class":1215,"line":24789},[28354],{"type":23,"tag":1213,"props":28355,"children":28356},{},[28357],{"type":28,"value":28358}," \"action\": \"appendNode\",\n",{"type":23,"tag":1213,"props":28360,"children":28361},{"class":1215,"line":24798},[28362],{"type":23,"tag":1213,"props":28363,"children":28364},{},[28365],{"type":28,"value":28366}," \"action_mode\": \"child\",\n",{"type":23,"tag":1213,"props":28368,"children":28369},{"class":1215,"line":24807},[28370],{"type":23,"tag":1213,"props":28371,"children":28372},{},[28373],{"type":28,"value":28374}," \"type\": 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GitHub：",{"type":23,"tag":4356,"props":58938,"children":58941},{"href":58939,"rel":58940},"https://github.com/HeyPuter/puter",[4360],[58942],{"type":28,"value":58943},"HeyPuter/puter",{"type":28,"value":58945},"\n快来体验你的个人云电脑之旅吧！",{"type":23,"tag":24,"props":58947,"children":58948},{},[58949],{"type":23,"tag":4356,"props":58950,"children":58953},{"href":58951,"rel":58952},"https://weibo.com/5096594996989508/OEwSntki0",[4360],[58954],{"type":28,"value":17801},{"type":23,"tag":24,"props":58956,"children":58957},{},[58958],{"type":28,"value":58959},"标题：【理财达人养成记】#黄圣依大学理财智慧# 巴菲特理财原则深度解析📈",{"type":23,"tag":24,"props":58961,"children":58962},{},[58963],{"type":28,"value":58964},"🎯 黄圣依大学时期就展露理财天赋，这波操作简直“财商”爆表！👍\n🔥 巴菲特理财原则深度解析来啦！记住，人生只需富一次，小富即安，保证不返贫才是关键！\n📚 1998年巴菲特在佛罗里达的演讲，揭秘了长期资本基金管理团队如何从辉煌走向破产，这故事告诉我们，理财路上要谨慎，别让聪明反被聪明误！\n👀 想了解更多？快去微博看黄圣依同学的理财视频，绝对值得一看！#理财小技巧 #投资智慧 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Oasis实时AI世界模型，颠覆游戏开发。","2024-11-03 12:34:23","https://jjbiji-pic.oss-cn-beijing.aliyuncs.com/blg_最新动态915.jpg",[17772],{"type":20,"children":59032,"toc":59591},[59033,59038,59043,59048,59057,59063,59068,59073,59078,59087,59092,59097,59102,59107,59125,59130,59153,59158,59167,59173,59178,59183,59188,59197,59202,59207,59212,59217,59226,59231,59236,59241,59246,59255,59261,59266,59271,59280,59285,59290,59295,59300,59305,59314,59319,59324,59329,59343,59348,59357,59362,59367,59372,59377,59382,59394,59399,59408,59413,59418,59423,59432,59438,59443,59448,59453,59458,59463,59468,59477,59482,59487,59496,59501,59506,59511,59516,59521,59526,59535,59540,59545,59550,59555,59560,59572,59577,59582],{"type":23,"tag":24,"props":59034,"children":59035},{},[59036],{"type":28,"value":59037},"标题：【字幕神器升级！】MLX-Auto-Subtitled-Video-Generator，12分钟视频14秒速转字幕！",{"type":23,"tag":24,"props":59039,"children":59040},{},[59041],{"type":28,"value":59042},"🚀【速度飞起】AIGCLINK推出的基于苹果MLX框架的视频字幕生成工具，使用Large v3 Turbo在M2 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BFS 的解法并实现了它，我测试了几次，确实可以。",{"type":23,"tag":572,"props":72456,"children":72457},{},[72458],{"type":28,"value":72459},"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":23,"tag":572,"props":72461,"children":72462},{},[72463],{"type":28,"value":72464},"碰撞检测:精确的碰撞检测确保方块移动的合理性。",{"type":23,"tag":572,"props":72466,"children":72467},{},[72468],{"type":28,"value":72469},"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":23,"tag":36,"props":72471,"children":72473},{"id":72472},"开发心得",[72474],{"type":28,"value":72472},{"type":23,"tag":24,"props":72476,"children":72477},{},[72478],{"type":28,"value":72479},"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":23,"tag":24,"props":72481,"children":72482},{},[72483],{"type":28,"value":72484},"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":23,"tag":24,"props":72486,"children":72487},{},[72488],{"type":28,"value":72489},"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":23,"tag":36,"props":72491,"children":72493},{"id":72492},"代码解析",[72494],{"type":28,"value":72492},{"type":23,"tag":24,"props":72496,"children":72497},{},[72498],{"type":28,"value":72499},"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":23,"tag":472,"props":72501,"children":72503},{"id":72502},"方块类定义",[72504],{"type":28,"value":72502},{"type":23,"tag":530,"props":72506,"children":72508},{"className":5059,"code":72507,"language":5058,"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",[72509],{"type":23,"tag":535,"props":72510,"children":72511},{"__ignoreMap":8},[72512,72520,72528,72536,72543,72551,72559,72566,72574,72582,72589,72597,72605,72612,72620,72628,72635,72643,72651,72658,72666],{"type":23,"tag":1213,"props":72513,"children":72514},{"class":1215,"line":1216},[72515],{"type":23,"tag":1213,"props":72516,"children":72517},{},[72518],{"type":28,"value":72519},"class Block:\n",{"type":23,"tag":1213,"props":72521,"children":72522},{"class":1215,"line":239},[72523],{"type":23,"tag":1213,"props":72524,"children":72525},{},[72526],{"type":28,"value":72527}," def __init__(self, x, y, color, width=1, height=1, move_direction='both'):\n",{"type":23,"tag":1213,"props":72529,"children":72530},{"class":1215,"line":1085},[72531],{"type":23,"tag":1213,"props":72532,"children":72533},{},[72534],{"type":28,"value":72535}," # ... 初始化代码 ...\n",{"type":23,"tag":1213,"props":72537,"children":72538},{"class":1215,"line":1266},[72539],{"type":23,"tag":1213,"props":72540,"children":72541},{"emptyLinePlaceholder":18},[72542],{"type":28,"value":1523},{"type":23,"tag":1213,"props":72544,"children":72545},{"class":1215,"line":1388},[72546],{"type":23,"tag":1213,"props":72547,"children":72548},{},[72549],{"type":28,"value":72550}," def draw(self):\n",{"type":23,"tag":1213,"props":72552,"children":72553},{"class":1215,"line":1499},[72554],{"type":23,"tag":1213,"props":72555,"children":72556},{},[72557],{"type":28,"value":72558}," # 绘制方块及其边框\n",{"type":23,"tag":1213,"props":72560,"children":72561},{"class":1215,"line":1508},[72562],{"type":23,"tag":1213,"props":72563,"children":72564},{"emptyLinePlaceholder":18},[72565],{"type":28,"value":1523},{"type":23,"tag":1213,"props":72567,"children":72568},{"class":1215,"line":1517},[72569],{"type":23,"tag":1213,"props":72570,"children":72571},{},[72572],{"type":28,"value":72573}," def is_point_inside(self, x, y):\n",{"type":23,"tag":1213,"props":72575,"children":72576},{"class":1215,"line":1526},[72577],{"type":23,"tag":1213,"props":72578,"children":72579},{},[72580],{"type":28,"value":72581}," # 检查点击是否在方块内\n",{"type":23,"tag":1213,"props":72583,"children":72584},{"class":1215,"line":1535},[72585],{"type":23,"tag":1213,"props":72586,"children":72587},{"emptyLinePlaceholder":18},[72588],{"type":28,"value":1523},{"type":23,"tag":1213,"props":72590,"children":72591},{"class":1215,"line":1543},[72592],{"type":23,"tag":1213,"props":72593,"children":72594},{},[72595],{"type":28,"value":72596}," def start_drag(self, mouse_x, mouse_y):\n",{"type":23,"tag":1213,"props":72598,"children":72599},{"class":1215,"line":1567},[72600],{"type":23,"tag":1213,"props":72601,"children":72602},{},[72603],{"type":28,"value":72604}," # 开始拖拽方块\n",{"type":23,"tag":1213,"props":72606,"children":72607},{"class":1215,"line":1675},[72608],{"type":23,"tag":1213,"props":72609,"children":72610},{"emptyLinePlaceholder":18},[72611],{"type":28,"value":1523},{"type":23,"tag":1213,"props":72613,"children":72614},{"class":1215,"line":1785},[72615],{"type":23,"tag":1213,"props":72616,"children":72617},{},[72618],{"type":28,"value":72619}," def end_drag(self):\n",{"type":23,"tag":1213,"props":72621,"children":72622},{"class":1215,"line":1793},[72623],{"type":23,"tag":1213,"props":72624,"children":72625},{},[72626],{"type":28,"value":72627}," # 结束拖拽,对齐网格\n",{"type":23,"tag":1213,"props":72629,"children":72630},{"class":1215,"line":2358},[72631],{"type":23,"tag":1213,"props":72632,"children":72633},{"emptyLinePlaceholder":18},[72634],{"type":28,"value":1523},{"type":23,"tag":1213,"props":72636,"children":72637},{"class":1215,"line":2371},[72638],{"type":23,"tag":1213,"props":72639,"children":72640},{},[72641],{"type":28,"value":72642}," def drag(self, mouse_x, mouse_y, other_blocks):\n",{"type":23,"tag":1213,"props":72644,"children":72645},{"class":1215,"line":15959},[72646],{"type":23,"tag":1213,"props":72647,"children":72648},{},[72649],{"type":28,"value":72650}," # 拖拽方块,考虑移动方向和碰撞检测\n",{"type":23,"tag":1213,"props":72652,"children":72653},{"class":1215,"line":15968},[72654],{"type":23,"tag":1213,"props":72655,"children":72656},{"emptyLinePlaceholder":18},[72657],{"type":28,"value":1523},{"type":23,"tag":1213,"props":72659,"children":72660},{"class":1215,"line":15977},[72661],{"type":23,"tag":1213,"props":72662,"children":72663},{},[72664],{"type":28,"value":72665}," def check_collision(self, new_x, new_y, other_blocks):\n",{"type":23,"tag":1213,"props":72667,"children":72668},{"class":1215,"line":15986},[72669],{"type":23,"tag":1213,"props":72670,"children":72671},{},[72672],{"type":28,"value":72673}," # 碰撞检测\n",{"type":23,"tag":24,"props":72675,"children":72676},{},[72677],{"type":28,"value":72678},"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":23,"tag":472,"props":72680,"children":72682},{"id":72681},"智能寻路算法",[72683],{"type":28,"value":72681},{"type":23,"tag":530,"props":72685,"children":72687},{"className":5059,"code":72686,"language":5058,"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",[72688],{"type":23,"tag":535,"props":72689,"children":72690},{"__ignoreMap":8},[72691,72699,72707,72715,72723,72730,72738,72746,72754,72761],{"type":23,"tag":1213,"props":72692,"children":72693},{"class":1215,"line":1216},[72694],{"type":23,"tag":1213,"props":72695,"children":72696},{},[72697],{"type":28,"value":72698},"def get_solution(blocks, key):\n",{"type":23,"tag":1213,"props":72700,"children":72701},{"class":1215,"line":239},[72702],{"type":23,"tag":1213,"props":72703,"children":72704},{},[72705],{"type":28,"value":72706}," initial_state = tuple((b.x, b.y) for b in blocks + [key])\n",{"type":23,"tag":1213,"props":72708,"children":72709},{"class":1215,"line":1085},[72710],{"type":23,"tag":1213,"props":72711,"children":72712},{},[72713],{"type":28,"value":72714}," queue = deque([(initial_state, [])])\n",{"type":23,"tag":1213,"props":72716,"children":72717},{"class":1215,"line":1266},[72718],{"type":23,"tag":1213,"props":72719,"children":72720},{},[72721],{"type":28,"value":72722}," visited = set([initial_state])\n",{"type":23,"tag":1213,"props":72724,"children":72725},{"class":1215,"line":1388},[72726],{"type":23,"tag":1213,"props":72727,"children":72728},{"emptyLinePlaceholder":18},[72729],{"type":28,"value":1523},{"type":23,"tag":1213,"props":72731,"children":72732},{"class":1215,"line":1499},[72733],{"type":23,"tag":1213,"props":72734,"children":72735},{},[72736],{"type":28,"value":72737}," while queue:\n",{"type":23,"tag":1213,"props":72739,"children":72740},{"class":1215,"line":1508},[72741],{"type":23,"tag":1213,"props":72742,"children":72743},{},[72744],{"type":28,"value":72745}," state, path = queue.popleft()\n",{"type":23,"tag":1213,"props":72747,"children":72748},{"class":1215,"line":1517},[72749],{"type":23,"tag":1213,"props":72750,"children":72751},{},[72752],{"type":28,"value":72753}," # ... BFS算法实现 ...\n",{"type":23,"tag":1213,"props":72755,"children":72756},{"class":1215,"line":1526},[72757],{"type":23,"tag":1213,"props":72758,"children":72759},{"emptyLinePlaceholder":18},[72760],{"type":28,"value":1523},{"type":23,"tag":1213,"props":72762,"children":72763},{"class":1215,"line":1535},[72764],{"type":23,"tag":1213,"props":72765,"children":72766},{},[72767],{"type":28,"value":72768}," return None # 没有找到解决方案\n",{"type":23,"tag":24,"props":72770,"children":72771},{},[72772],{"type":28,"value":72773},"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":23,"tag":472,"props":72775,"children":72777},{"id":72776},"自动解题功能",[72778],{"type":28,"value":72776},{"type":23,"tag":530,"props":72780,"children":72782},{"className":5059,"code":72781,"language":5058,"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] 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solution[current_step]\n",{"type":23,"tag":1213,"props":72811,"children":72812},{"class":1215,"line":1266},[72813],{"type":23,"tag":1213,"props":72814,"children":72815},{},[72816],{"type":28,"value":72817}," block = blocks[block_index] if block_index \u003C len(blocks) else key\n",{"type":23,"tag":1213,"props":72819,"children":72820},{"class":1215,"line":1388},[72821],{"type":23,"tag":1213,"props":72822,"children":72823},{},[72824],{"type":28,"value":72825}," move_block(block, direction)\n",{"type":23,"tag":1213,"props":72827,"children":72828},{"class":1215,"line":1499},[72829],{"type":23,"tag":1213,"props":72830,"children":72831},{},[72832],{"type":28,"value":72833}," current_step += 1\n",{"type":23,"tag":1213,"props":72835,"children":72836},{"class":1215,"line":1508},[72837],{"type":23,"tag":1213,"props":72838,"children":72839},{},[72840],{"type":28,"value":72841}," last_move_time = 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