{"id":14858,"date":"2024-12-06T20:02:30","date_gmt":"2024-12-06T12:02:30","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14858"},"modified":"2025-04-01T02:56:25","modified_gmt":"2025-03-31T18:56:25","slug":"report-maistro","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/report-maistro\/","title":{"rendered":"Report mAIstro\uff1a\u751f\u6210\u4efb\u610f\u81ea\u5b9a\u4e49\u4e3b\u9898\u7684\u8be6\u7ec6\u62a5\u544a\u6587\u6863\uff0c\u4f8b\u5982\u5546\u4e1a\u5206\u6790\u3001\u5e74\u7ec8\u6c47\u62a5\u7b49"},"content":{"rendered":"

\u62a5\u544a\u751f\u6210\u5de5\u5177\uff08Report mAIstro\uff09\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u65e8\u5728\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\uff0c\u5e2e\u52a9\u7528\u6237\u8f7b\u677e\u521b\u5efa\u81ea\u5b9a\u4e49\u62a5\u544a\u3002\u8be5\u5de5\u5177\u5229\u7528LangChain\u6280\u672f\uff0c\u5c06\u7528\u6237\u63d0\u4f9b\u7684\u4e3b\u9898\u548c\u7ed3\u6784\u8f6c\u5316\u4e3a\u8be6\u7ec6\u7684\u62a5\u544a\u5185\u5bb9\u3002\u65e0\u8bba\u662f\u5e02\u573a\u5206\u6790\u3001\u884c\u4e1a\u7814\u7a76\u3001\u6218\u7565\u6848\u4f8b\u7814\u7a76\u8fd8\u662f\u6280\u672f\u6307\u5357\uff0c\u62a5\u544a\u751f\u6210\u5de5\u5177\u90fd\u80fd\u9ad8\u6548\u5730\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u62a5\u544a\uff0c\u6781\u5927\u5730\u8282\u7701\u4e86\u65f6\u95f4\u548c\u7cbe\u529b\u3002<\/p>\n

\"Report

Report mAIstro \u751f\u6210\u62a5\u544a\u793a\u4f8b<\/p><\/div>\n

 <\/p>\n

\"Report

Report mAIstro \u5b9e\u73b0\u903b\u8f91<\/p><\/div>\n

 <\/p>\n

\"Report

Report mAIstro \u4f9d\u8d56LangGraph\u5de5\u4f5c\u6d41<\/p><\/div>\n

 <\/p>\n

\u529f\u80fd\u5217\u8868<\/h2>\n
    \n
  • \u81ea\u5b9a\u4e49\u62a5\u544a\u751f\u6210\uff1a\u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u4e3b\u9898\u548c\u7ed3\u6784\u751f\u6210\u8be6\u7ec6\u7684\u62a5\u544a\u3002<\/li>\n
  • \u591a\u79cd\u62a5\u544a\u7c7b\u578b\u652f\u6301\uff1a\u5305\u62ec\u5e02\u573a\u5206\u6790\u3001\u884c\u4e1a\u7814\u7a76\u3001\u6218\u7565\u6848\u4f8b\u7814\u7a76\u548c\u6280\u672f\u6307\u5357\u7b49\u3002<\/li>\n
  • \u5e76\u884c\u7814\u7a76\uff1a\u5229\u7528Tavily API\u8fdb\u884c\u5e76\u884c\u7684\u7f51\u7edc\u641c\u7d22\uff0c\u52a0\u5feb\u62a5\u544a\u751f\u6210\u901f\u5ea6\u3002<\/li>\n
  • \u7ed3\u6784\u5316\u8f93\u51fa\uff1a\u751f\u6210\u7ed3\u6784\u5316\u7684Markdown\u6587\u4ef6\uff0c\u4fbf\u4e8e\u9605\u8bfb\u548c\u5206\u4eab\u3002<\/li>\n
  • \u7528\u6237\u4ea4\u4e92\uff1a\u7528\u6237\u53ea\u9700\u63d0\u4f9b\u4e3b\u9898\u548c\u7ed3\u6784\uff0c\u7cfb\u7edf\u5373\u53ef\u751f\u6210\u62a5\u544a\u3002<\/li>\n<\/ul>\n

     <\/p>\n

    \u4f7f\u7528\u5e2e\u52a9<\/h2>\n

    \u5b89\u88c5\u6d41\u7a0b<\/h3>\n
      \n
    1. \u521b\u5efa\u865a\u62df\u73af\u5883\u5e76\u5b89\u88c5\u4f9d\u8d56\uff1a\n
      $ python3 -m venv report_maistro\r\n$ source report_maistro\/bin\/activate\r\n$ pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n
    2. \u914d\u7f6eOpenAI API\u5bc6\u94a5\uff1a\n
      $ cp .env.example .env\r\n<\/code><\/pre>\n<\/li>\n
    3. \u8fd0\u884cJupyter Notebook\uff1a\n
      $ cd ntbk\r\n$ jupyter notebook report_maistro.ipynb\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n
      \u4f7f\u7528\u6d41\u7a0b<\/h3>\n
        \n
      1. \u52a0\u8f7dLangGraph Studio\u4e2d\u7684\u6587\u4ef6\u5939\u3002<\/li>\n
      2. \u63d0\u4f9b\u62a5\u544a\u7ed3\u6784\u7684\u63cf\u8ff0\u4f5c\u4e3a\u914d\u7f6e\uff08\u53ef\u9009\uff09\u3002<\/li>\n
      3. \u63d0\u4f9b\u62a5\u544a\u4e3b\u9898\u5e76\u8fd0\u884c\u56fe\u8868\u751f\u6210\u62a5\u544a\u3002<\/li>\n<\/ol>\n
        \u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n
          \n
        • \u81ea\u5b9a\u4e49\u62a5\u544a\u751f\u6210<\/strong>\uff1a\u7528\u6237\u63d0\u4f9b\u62a5\u544a\u4e3b\u9898\u548c\u7ed3\u6784\uff0c\u7cfb\u7edf\u5c06\u81ea\u52a8\u751f\u6210\u8be6\u7ec6\u7684\u62a5\u544a\u5185\u5bb9\u3002<\/li>\n
        • \u5e76\u884c\u7814\u7a76<\/strong>\uff1a\u7cfb\u7edf\u5229\u7528Tavily API\u8fdb\u884c\u5e76\u884c\u7684\u7f51\u7edc\u641c\u7d22\uff0c\u5feb\u901f\u6536\u96c6\u76f8\u5173\u4fe1\u606f\u3002<\/li>\n
        • \u7ed3\u6784\u5316\u8f93\u51fa<\/strong>\uff1a\u751f\u6210\u7684\u62a5\u544a\u4ee5Markdown\u6587\u4ef6\u5f62\u5f0f\u8f93\u51fa\uff0c\u4fbf\u4e8e\u9605\u8bfb\u548c\u5206\u4eab\u3002<\/li>\n
        • \u7528\u6237\u4ea4\u4e92<\/strong>\uff1a\u7528\u6237\u53ea\u9700\u63d0\u4f9b\u4e3b\u9898\u548c\u7ed3\u6784\uff0c\u7cfb\u7edf\u5373\u53ef\u751f\u6210\u62a5\u544a\uff0c\u64cd\u4f5c\u7b80\u4fbf\u3002<\/li>\n<\/ul>\n
          \u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n
            \n
          1. \u63d0\u4f9b\u4e3b\u9898\u548c\u7ed3\u6784<\/strong>\uff1a\u7528\u6237\u5728LangGraph Studio\u4e2d\u63d0\u4f9b\u62a5\u544a\u7684\u4e3b\u9898\u548c\u7ed3\u6784\u63cf\u8ff0\u3002<\/li>\n
          2. \u751f\u6210\u62a5\u544a<\/strong>\uff1a\u7cfb\u7edf\u6839\u636e\u63d0\u4f9b\u7684\u4e3b\u9898\u548c\u7ed3\u6784\uff0c\u5229\u7528LLM\u8fdb\u884c\u89c4\u5212\u548c\u7814\u7a76\uff0c\u751f\u6210\u8be6\u7ec6\u7684\u62a5\u544a\u5185\u5bb9\u3002<\/li>\n
          3. \u8f93\u51fa\u62a5\u544a<\/strong>\uff1a\u751f\u6210\u7684\u62a5\u544a\u4ee5Markdown\u6587\u4ef6\u5f62\u5f0f\u8f93\u51fa\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u67e5\u770b\u548c\u5206\u4eab\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"
            \u62a5\u544a\u751f\u6210\u5de5\u5177\uff08Report mAIstro\uff09\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u65e8\u5728\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\uff0c\u5e2e\u52a9\u7528\u6237\u8f7b\u677e\u521b\u5efa\u81ea\u5b9a\u4e49\u62a5\u544a\u3002\u8be5\u5de5\u5177\u5229\u7528LangChain\u6280\u672f\uff0c\u5c06\u7528\u6237\u63d0\u4f9b\u7684\u4e3b\u9898\u548c\u7ed3\u6784\u8f6c\u5316\u4e3a\u8be6\u7ec6\u7684\u62a5\u544a\u5185\u5bb9\u3002\u65e0\u8bba\u662f\u5e02\u573a\u5206\u6790\u3001\u884c\u4e1a\u7814\u7a76\u3001\u6218\u7565\u6848\u4f8b\u7814\u7a76\u8fd8\u662f\u6280\u672f…<\/p>\n","protected":false},"author":1,"featured_media":61371,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,389],"class_list":["post-14858","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-shengchengshenduyanjiuao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14858","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=14858"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14858\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61371"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=14858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=14858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=14858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}