{"id":2684,"date":"2025-05-24T12:00:17","date_gmt":"2025-05-24T04:00:17","guid":{"rendered":"https:\/\/www.wunen.com\/index.php\/2025\/05\/24\/deepseekai%e5%b7%a5%e5%85%b7%e9%93%be%ef%bc%9a%e9%87%8d%e5%a1%91%e9%ab%98%e6%95%88%e5%8a%9e%e5%85%ac%e7%9a%84%e5%85%a8%e5%9c%ba%e6%99%af%e5%ae%9e%e6%88%98%e6%89%8b%e5%86%8c\/"},"modified":"2025-05-24T12:00:17","modified_gmt":"2025-05-24T04:00:17","slug":"deepseekai%e5%b7%a5%e5%85%b7%e9%93%be%ef%bc%9a%e9%87%8d%e5%a1%91%e9%ab%98%e6%95%88%e5%8a%9e%e5%85%ac%e7%9a%84%e5%85%a8%e5%9c%ba%e6%99%af%e5%ae%9e%e6%88%98%e6%89%8b%e5%86%8c","status":"publish","type":"post","link":"http:\/\/www.wunen.com\/index.php\/2025\/05\/24\/deepseekai%e5%b7%a5%e5%85%b7%e9%93%be%ef%bc%9a%e9%87%8d%e5%a1%91%e9%ab%98%e6%95%88%e5%8a%9e%e5%85%ac%e7%9a%84%e5%85%a8%e5%9c%ba%e6%99%af%e5%ae%9e%e6%88%98%e6%89%8b%e5%86%8c\/","title":{"rendered":"DeepSeek+AI\u5de5\u5177\u94fe\uff1a\u91cd\u5851\u9ad8\u6548\u529e\u516c\u7684\u5168\u573a\u666f\u5b9e\u6218\u624b\u518c"},"content":{"rendered":"<div class=\"article_content clearfix\" id=\"article_content\">\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/kdoc_html_views-1a98987dfd.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/ck_htmledit_views-704d5b9767.css\" rel=\"stylesheet\"\/>\n<div class=\"markdown_views prism-tomorrow-night\" id=\"content_views\">\n  <svg style=\"display: none;\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n   <path d=\"M5,0 0,2.5 5,5z\" id=\"raphael-marker-block\" stroke-linecap=\"round\" style=\"-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\">\n   <\/path>\n  <\/svg><\/p>\n<div class=\"toc\">\n<h4>\n    \u6587\u7ae0\u76ee\u5f55<br \/>\n   <\/h4>\n<ul>\n<li>\n<ul>\n<li>\n       <a href=\"#_8\" rel=\"nofollow\"><br \/>\n        \u4e00\u3001\u6587\u6863\u5904\u7406\uff1a\u4ece\u6587\u672c\u751f\u6210\u5230\u667a\u80fd\u5408\u89c4\u5ba1\u67e5<br \/>\n       <\/a>\n      <\/li>\n<li>\n<ul>\n<li>\n         <a href=\"#1_PythonDeepSeek_10\" rel=\"nofollow\"><br \/>\n          1. \u667a\u80fd\u5408\u540c\u751f\u6210\u7cfb\u7edf\uff08Python+DeepSeek\uff09<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#2_PythonPDF_79\" rel=\"nofollow\"><br \/>\n          2. \u667a\u80fd\u5408\u89c4\u5ba1\u67e5\uff08\u7ed3\u5408Python+PDF\u89e3\u6790\uff09<br \/>\n         <\/a>\n        <\/li>\n<\/ul>\n<\/li>\n<li>\n       <a href=\"#_112\" rel=\"nofollow\"><br \/>\n        \u4e8c\u3001\u6570\u636e\u5206\u6790\uff1a\u4ece\u6570\u636e\u6e05\u6d17\u5230\u53ef\u89c6\u5316\u81ea\u52a8\u5316<br \/>\n       <\/a>\n      <\/li>\n<li>\n<ul>\n<li>\n         <a href=\"#1_PythonPandas_114\" rel=\"nofollow\"><br \/>\n          1. \u667a\u80fd\u6570\u636e\u6e05\u6d17\u5de5\u4f5c\u6d41\uff08Python+Pandas\uff09<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#2_PythonMatplotlib_159\" rel=\"nofollow\"><br \/>\n          2. \u667a\u80fd\u53ef\u89c6\u5316\u751f\u6210\uff08Python+Matplotlib\uff09<br \/>\n         <\/a>\n        <\/li>\n<\/ul>\n<\/li>\n<li>\n       <a href=\"#CICD_202\" rel=\"nofollow\"><br \/>\n        \u4e09\u3001\u4ee3\u7801\u5f00\u53d1\uff1a\u4ece\u9700\u6c42\u5206\u6790\u5230CI\/CD\u81ea\u52a8\u5316<br \/>\n       <\/a>\n      <\/li>\n<li>\n<ul>\n<li>\n         <a href=\"#1_Pythonpytest_204\" rel=\"nofollow\"><br \/>\n          1. \u9700\u6c42\u6587\u6863\u8f6c\u6d4b\u8bd5\u7528\u4f8b\uff08Python+pytest\uff09<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#2_Pythonast_262\" rel=\"nofollow\"><br \/>\n          2. \u4ee3\u7801\u5ba1\u67e5\u52a9\u624b\uff08Python+ast\u6a21\u5757\uff09<br \/>\n         <\/a>\n        <\/li>\n<\/ul>\n<\/li>\n<li>\n       <a href=\"#_309\" rel=\"nofollow\"><br \/>\n        \u56db\u3001\u521b\u610f\u8bbe\u8ba1\uff1a\u4ece\u6587\u672c\u5230\u89c6\u89c9\u7684\u667a\u80fd\u8f6c\u5316<br \/>\n       <\/a>\n      <\/li>\n<li>\n<ul>\n<li>\n         <a href=\"#1_PPTPythonpythonpptx_311\" rel=\"nofollow\"><br \/>\n          1. \u667a\u80fdPPT\u751f\u6210\u7cfb\u7edf\uff08Python+python-pptx\uff09<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#2_DeepSeekMidjourney_373\" rel=\"nofollow\"><br \/>\n          2. \u591a\u6a21\u6001\u8bbe\u8ba1\u52a9\u624b\uff08\u7ed3\u5408DeepSeek+Midjourney\uff09<br \/>\n         <\/a>\n        <\/li>\n<\/ul>\n<\/li>\n<li>\n       <a href=\"#RPAAI_408\" rel=\"nofollow\"><br \/>\n        \u4e94\u3001\u6d41\u7a0b\u81ea\u52a8\u5316\uff1aRPA+AI\u7684\u7ec8\u6781\u878d\u5408<br \/>\n       <\/a>\n      <\/li>\n<li>\n<ul>\n<li>\n         <a href=\"#1_PythonPyAutoGUI_410\" rel=\"nofollow\"><br \/>\n          1. \u667a\u80fd\u53d1\u7968\u5904\u7406\u673a\u5668\u4eba\uff08Python+PyAutoGUI\uff09<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#2_PythonFlask_461\" rel=\"nofollow\"><br \/>\n          2. \u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\uff08Python+Flask\uff09<br \/>\n         <\/a>\n        <\/li>\n<\/ul>\n<\/li>\n<li>\n       <a href=\"#_505\" rel=\"nofollow\"><br \/>\n        \u516d\u3001\u5b9e\u65bd\u8def\u7ebf\u56fe\u4e0e\u98ce\u9669\u63a7\u5236<br \/>\n       <\/a>\n      <\/li>\n<li>\n<ul>\n<li>\n         <a href=\"#1__507\" rel=\"nofollow\"><br \/>\n          1. \u5206\u9636\u6bb5\u5b9e\u65bd\u7b56\u7565<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#2__514\" rel=\"nofollow\"><br \/>\n          2. \u98ce\u9669\u63a7\u5236\u77e9\u9635<br \/>\n         <\/a>\n        <\/li>\n<\/ul>\n<\/li>\n<li>\n       <a href=\"#_522\" rel=\"nofollow\"><br \/>\n        \u7ed3\u8bed<br \/>\n       <\/a>\n      <\/li>\n<li>\n       <a href=\"#DeepSeek_532\" rel=\"nofollow\"><br \/>\n        \u300a\u5de7\u7528DeepSeek\u9ad8\u6548\u529e\u516c\u300b<br \/>\n       <\/a>\n      <\/li>\n<li>\n<ul>\n<li>\n         <a href=\"#_545\" rel=\"nofollow\"><br \/>\n          \u4eae\u70b9<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#_551\" rel=\"nofollow\"><br \/>\n          \u5185\u5bb9\u7b80\u4ecb<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#_560\" rel=\"nofollow\"><br \/>\n          \u4f5c\u8005\u7b80\u4ecb<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#_562\" rel=\"nofollow\"><br \/>\n          \u76ee\u5f55<br \/>\n         <\/a>\n        <\/li>\n<\/ul>\n<\/li>\n<li>\n       <a href=\"#DeepSeek_665\" rel=\"nofollow\"><br \/>\n        \u300aDeepSeek\u4ece\u5165\u95e8\u5230\u7cbe\u901a\u300b<br \/>\n       <\/a>\n      <\/li>\n<li>\n<ul>\n<li>\n         <a href=\"#_679\" rel=\"nofollow\"><br \/>\n          \u7f16\u8f91\u63a8\u8350<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#_689\" rel=\"nofollow\"><br \/>\n          \u5185\u5bb9\u63d0\u8981<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#_695\" rel=\"nofollow\"><br \/>\n          \u4f5c\u8005\u7b80\u4ecb<br \/>\n         <\/a>\n        <\/li>\n<li>\n         <a href=\"#_697\" rel=\"nofollow\"><br \/>\n          \u76ee\u5f55<br \/>\n         <\/a>\n        <\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div>\n<\/p>\n<hr\/>\n<hr\/>\n<p>\n   \u5728AI\u6280\u672f\u9a71\u52a8\u7684\u7b2c\u56db\u6b21\u5de5\u4e1a\u9769\u547d\u6d6a\u6f6e\u4e2d\uff0cDeepSeek\u4e0eAI\u5de5\u5177\u94fe\u7684\u6df1\u5ea6\u878d\u5408\u6b63\u5728\u91cd\u6784\u804c\u573a\u751f\u4ea7\u529b\u8303\u5f0f\u3002\u672c\u6587\u5c06\u4ece<br \/>\n   <strong><br \/>\n    \u6587\u6863\u5904\u7406\u3001\u6570\u636e\u5206\u6790\u3001\u4ee3\u7801\u5f00\u53d1\u3001\u521b\u610f\u8bbe\u8ba1\u3001\u6d41\u7a0b\u81ea\u52a8\u5316<br \/>\n   <\/strong><br \/>\n   \u4e94\u5927\u7ef4\u5ea6\uff0c\u7ed3\u540820+\u5b9e\u6218\u6848\u4f8b\u4e0e\u4ee3\u7801\u6a21\u677f\uff0c\u7cfb\u7edf\u5448\u73b0AI\u8d4b\u80fd\u529e\u516c\u7684\u5b8c\u6574\u65b9\u6cd5\u8bba\u3002\n  <\/p>\n<h3>\n   <a id=\"_8\"><br \/>\n   <\/a><br \/>\n   \u4e00\u3001\u6587\u6863\u5904\u7406\uff1a\u4ece\u6587\u672c\u751f\u6210\u5230\u667a\u80fd\u5408\u89c4\u5ba1\u67e5<br \/>\n  <\/h3>\n<h4>\n   <a id=\"1_PythonDeepSeek_10\"><br \/>\n   <\/a><br \/>\n   1. \u667a\u80fd\u5408\u540c\u751f\u6210\u7cfb\u7edf\uff08Python+DeepSeek\uff09<br \/>\n  <\/h4>\n<p>\n   <strong><br \/>\n    \u573a\u666f<br \/>\n   <\/strong><br \/>\n   \uff1a\u6cd5\u5f8b\u987e\u95ee\u9700\u8981\u5feb\u901f\u751f\u6210\u6807\u51c6\u5316\u5408\u540c\n  <\/p>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">import<\/span> openai  <span class=\"token comment\"># \u5047\u8bbeDeepSeek API\u5c01\u88c5\u7c7b\u4f3c<\/span>\n<span class=\"token keyword\">from<\/span> docx <span class=\"token keyword\">import<\/span> Document\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">generate_contract<\/span><span class=\"token punctuation\">(<\/span>template_type<span class=\"token punctuation\">,<\/span> client_info<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u57fa\u4e8e\u6a21\u677f\u7c7b\u578b\u751f\u6210\u5408\u540c\n    :param template_type: \u9500\u552e\u5408\u540c\/\u670d\u52a1\u534f\u8bae\/\u4fdd\u5bc6\u534f\u8bae\n    :param client_info: \u5305\u542b\u516c\u53f8\u540d\u3001\u91d1\u989d\u3001\u671f\u9650\u7b49\u4fe1\u606f\u7684\u5b57\u5178\n    \"\"\"<\/span>\n    <span class=\"token comment\"># \u8c03\u7528DeepSeek API\u751f\u6210\u5408\u540c\u4e3b\u4f53<\/span>\n    prompt <span class=\"token operator\">=<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f\"\"\"\n    \u8bf7\u751f\u6210\u4e00\u4efd<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>template_type<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u6a21\u677f\uff0c\u5305\u542b\u4ee5\u4e0b\u8981\u7d20\uff1a\n    1. \u5408\u540c\u53cc\u65b9\u4fe1\u606f\uff08\u7532\u65b9\uff1a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>client_info<span class=\"token punctuation\">[<\/span><span class=\"token string\">'company'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\uff09\n    2. \u5408\u540c\u91d1\u989d\uff1a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>client_info<span class=\"token punctuation\">[<\/span><span class=\"token string\">'amount'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u5143\n    3. \u670d\u52a1\u671f\u9650\uff1a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>client_info<span class=\"token punctuation\">[<\/span><span class=\"token string\">'duration'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u4e2a\u6708\n    4. \u8fdd\u7ea6\u6761\u6b3e\uff08\u903e\u671f\u4ed8\u6b3e\u6309\u65e50.1%\u8ba1\u606f\uff09\n    5. \u4e89\u8bae\u89e3\u51b3\u65b9\u5f0f\uff08\u4ef2\u88c1\/\u8bc9\u8bbc\uff09\n    \u8f93\u51fa\u4e3aMarkdown\u683c\u5f0f\n    \"\"\"<\/span><\/span>\n    response <span class=\"token operator\">=<\/span> openai<span class=\"token punctuation\">.<\/span>Completion<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span>\n        engine<span class=\"token operator\">=<\/span><span class=\"token string\">\"deepseek-pro\"<\/span><span class=\"token punctuation\">,<\/span>\n        prompt<span class=\"token operator\">=<\/span>prompt<span class=\"token punctuation\">,<\/span>\n        max_tokens<span class=\"token operator\">=<\/span><span class=\"token number\">2000<\/span>\n    <span class=\"token punctuation\">)<\/span>\n    contract_text <span class=\"token operator\">=<\/span> response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>text\n    \n    <span class=\"token comment\"># \u8f6c\u6362\u4e3aWord\u6587\u6863<\/span>\n    doc <span class=\"token operator\">=<\/span> Document<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n    doc<span class=\"token punctuation\">.<\/span>add_heading<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>template_type<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\uff08<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>client_info<span class=\"token punctuation\">[<\/span><span class=\"token string\">'company'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\uff09\"<\/span><\/span><span class=\"token punctuation\">,<\/span> level<span class=\"token operator\">=<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\n    doc<span class=\"token punctuation\">.<\/span>add_paragraph<span class=\"token punctuation\">(<\/span>contract_text<span class=\"token punctuation\">)<\/span>\n    doc<span class=\"token punctuation\">.<\/span>save<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>client_info<span class=\"token punctuation\">[<\/span><span class=\"token string\">'company'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">_<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>template_type<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">.docx\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n    <span class=\"token keyword\">return<\/span> doc\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\ngenerate_contract<span class=\"token punctuation\">(<\/span>\n    <span class=\"token string\">\"\u9500\u552e\u5408\u540c\"<\/span><span class=\"token punctuation\">,<\/span>\n    <span class=\"token punctuation\">{<!-- --><\/span>\n        <span class=\"token string\">\"company\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"ABC\u79d1\u6280\u6709\u9650\u516c\u53f8\"<\/span><span class=\"token punctuation\">,<\/span>\n        <span class=\"token string\">\"amount\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">120000<\/span><span class=\"token punctuation\">,<\/span>\n        <span class=\"token string\">\"duration\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">12<\/span>\n    <span class=\"token punctuation\">}<\/span>\n<span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    \u8f93\u51fa\u793a\u4f8b<br \/>\n   <\/strong><br \/>\n   \uff1a\n  <\/p>\n<pre><code class=\"prism language-markdown\"># \u9500\u552e\u5408\u540c\uff08ABC\u79d1\u6280\u6709\u9650\u516c\u53f8\uff09\n\n## \u5408\u540c\u53cc\u65b9\n\u7532\u65b9\uff1aABC\u79d1\u6280\u6709\u9650\u516c\u53f8  \n\u4e59\u65b9\uff1aXX\u4f9b\u5e94\u5546  \n\n## \u5408\u540c\u91d1\u989d\n\u4eba\u6c11\u5e01\u58f9\u62fe\u8d30\u4e07\u5143\u6574\uff08\uffe5120,000\uff09  \n\n## \u670d\u52a1\u671f\u9650\n\u81ea2025\u5e745\u670816\u65e5\u81f32026\u5e745\u670815\u65e5  \n\n## \u8fdd\u7ea6\u6761\u6b3e\n\u82e5\u4e59\u65b9\u903e\u671f\u4ed8\u6b3e\uff0c\u9700\u6309\u65e50.1%\u652f\u4ed8\u6ede\u7eb3\u91d1  \n\n## \u4e89\u8bae\u89e3\u51b3\n\u53cc\u65b9\u534f\u5546\u4e0d\u6210\u65f6\uff0c\u63d0\u4ea4\u4e0a\u6d77\u4ef2\u88c1\u59d4\u5458\u4f1a\u4ef2\u88c1  \n<\/code><\/pre>\n<h4>\n   <a id=\"2_PythonPDF_79\"><br \/>\n   <\/a><br \/>\n   2. \u667a\u80fd\u5408\u89c4\u5ba1\u67e5\uff08\u7ed3\u5408Python+PDF\u89e3\u6790\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">import<\/span> PyPDF2\n<span class=\"token keyword\">import<\/span> re\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">contract_risk_check<\/span><span class=\"token punctuation\">(<\/span>file_path<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    PDF\u5408\u540c\u98ce\u9669\u5ba1\u67e5\n    \"\"\"<\/span>\n    <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>file_path<span class=\"token punctuation\">,<\/span> <span class=\"token string\">'rb'<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> <span class=\"token builtin\">file<\/span><span class=\"token punctuation\">:<\/span>\n        reader <span class=\"token operator\">=<\/span> PyPDF2<span class=\"token punctuation\">.<\/span>PdfReader<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">file<\/span><span class=\"token punctuation\">)<\/span>\n        text <span class=\"token operator\">=<\/span> <span class=\"token string\">\" \"<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">[<\/span>page<span class=\"token punctuation\">.<\/span>extract_text<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> page <span class=\"token keyword\">in<\/span> reader<span class=\"token punctuation\">.<\/span>pages<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>\n    \n    risks <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span>\n    \n    <span class=\"token comment\"># \u68c0\u67e5\u8fdd\u7ea6\u91d1\u4e0a\u9650<\/span>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span><span class=\"token string\">r'\u8fdd\u7ea6\u91d1\u4e0a\u9650.*?\u4e0d\u8d85\u8fc7\u5408\u540c\u603b\u989d\u7684([\\d.]+)%'<\/span><span class=\"token punctuation\">,<\/span> text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n        risks<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u98ce\u9669\uff1a\u672a\u7ea6\u5b9a\u8fdd\u7ea6\u91d1\u4e0a\u9650\"<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># \u68c0\u67e5\u77e5\u8bc6\u4ea7\u6743\u6761\u6b3e<\/span>\n    <span class=\"token keyword\">if<\/span> <span class=\"token string\">\"\u77e5\u8bc6\u4ea7\u6743\u5f52\u5c5e\"<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> text<span class=\"token punctuation\">:<\/span>\n        risks<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u98ce\u9669\uff1a\u7f3a\u5c11\u77e5\u8bc6\u4ea7\u6743\u5f52\u5c5e\u6761\u6b3e\"<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># \u68c0\u67e5\u7ba1\u8f96\u6cd5\u9662<\/span>\n    <span class=\"token keyword\">if<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span><span class=\"token string\">r'\u4e89\u8bae\u89e3\u51b3.*?\u6cd5\u9662'<\/span><span class=\"token punctuation\">,<\/span> text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n        risks<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5efa\u8bae\uff1a\u5c06\u8bc9\u8bbc\u7ba1\u8f96\u6539\u4e3a\u4ef2\u88c1\u6761\u6b3e\"<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token keyword\">return<\/span> risks\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>contract_risk_check<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"sales_contract.pdf\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h3>\n   <a id=\"_112\"><br \/>\n   <\/a><br \/>\n   \u4e8c\u3001\u6570\u636e\u5206\u6790\uff1a\u4ece\u6570\u636e\u6e05\u6d17\u5230\u53ef\u89c6\u5316\u81ea\u52a8\u5316<br \/>\n  <\/h3>\n<h4>\n   <a id=\"1_PythonPandas_114\"><br \/>\n   <\/a><br \/>\n   1. \u667a\u80fd\u6570\u636e\u6e05\u6d17\u5de5\u4f5c\u6d41\uff08Python+Pandas\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">import<\/span> pandas <span class=\"token keyword\">as<\/span> pd\n<span class=\"token keyword\">import<\/span> numpy <span class=\"token keyword\">as<\/span> np\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">smart_data_cleaning<\/span><span class=\"token punctuation\">(<\/span>file_path<span class=\"token punctuation\">,<\/span> output_path<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u667a\u80fd\u6570\u636e\u6e05\u6d17\u6d41\u7a0b\n    1. \u7f3a\u5931\u503c\u5904\u7406\n    2. \u5f02\u5e38\u503c\u68c0\u6d4b\n    3. \u683c\u5f0f\u6807\u51c6\u5316\n    \"\"\"<\/span>\n    df <span class=\"token operator\">=<\/span> pd<span class=\"token punctuation\">.<\/span>read_excel<span class=\"token punctuation\">(<\/span>file_path<span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 1. \u7f3a\u5931\u503c\u5904\u7406<\/span>\n    <span class=\"token keyword\">for<\/span> col <span class=\"token keyword\">in<\/span> df<span class=\"token punctuation\">.<\/span>columns<span class=\"token punctuation\">:<\/span>\n        <span class=\"token keyword\">if<\/span> df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>isnull<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token builtin\">sum<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span>\n            <span class=\"token keyword\">if<\/span> df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>dtype <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">'int64'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'float64'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span>\n                df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>fillna<span class=\"token punctuation\">(<\/span>df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>median<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> inplace<span class=\"token operator\">=<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span>\n            <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>\n                df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>fillna<span class=\"token punctuation\">(<\/span><span class=\"token string\">'\u672a\u77e5'<\/span><span class=\"token punctuation\">,<\/span> inplace<span class=\"token operator\">=<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 2. \u5f02\u5e38\u503c\u68c0\u6d4b\uff08\u57fa\u4e8e3\u03c3\u539f\u5219\uff09<\/span>\n    numeric_cols <span class=\"token operator\">=<\/span> df<span class=\"token punctuation\">.<\/span>select_dtypes<span class=\"token punctuation\">(<\/span>include<span class=\"token operator\">=<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">'number'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>columns\n    <span class=\"token keyword\">for<\/span> col <span class=\"token keyword\">in<\/span> numeric_cols<span class=\"token punctuation\">:<\/span>\n        mean <span class=\"token operator\">=<\/span> df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>mean<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n        std <span class=\"token operator\">=<\/span> df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>std<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n        upper <span class=\"token operator\">=<\/span> mean <span class=\"token operator\">+<\/span> <span class=\"token number\">3<\/span><span class=\"token operator\">*<\/span>std\n        lower <span class=\"token operator\">=<\/span> mean <span class=\"token operator\">-<\/span> <span class=\"token number\">3<\/span><span class=\"token operator\">*<\/span>std\n        df<span class=\"token punctuation\">[<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f'<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>col<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">_\u5f02\u5e38'<\/span><\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> np<span class=\"token punctuation\">.<\/span>where<span class=\"token punctuation\">(<\/span>\n            <span class=\"token punctuation\">(<\/span>df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&gt;<\/span> upper<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">|<\/span> <span class=\"token punctuation\">(<\/span>df<span class=\"token punctuation\">[<\/span>col<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&lt;<\/span> lower<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>\n            <span class=\"token string\">'\u5f02\u5e38'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u6b63\u5e38'<\/span>\n        <span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 3. \u683c\u5f0f\u6807\u51c6\u5316<\/span>\n    df<span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u65e5\u671f'<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> pd<span class=\"token punctuation\">.<\/span>to_datetime<span class=\"token punctuation\">(<\/span>df<span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u65e5\u671f'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> errors<span class=\"token operator\">=<\/span><span class=\"token string\">'coerce'<\/span><span class=\"token punctuation\">)<\/span>\n    df<span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u91d1\u989d'<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> df<span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u91d1\u989d'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>astype<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">float<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span>\n    \n    df<span class=\"token punctuation\">.<\/span>to_excel<span class=\"token punctuation\">(<\/span>output_path<span class=\"token punctuation\">,<\/span> index<span class=\"token operator\">=<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span>\n    <span class=\"token keyword\">return<\/span> df\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\ncleaned_data <span class=\"token operator\">=<\/span> smart_data_cleaning<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"raw_data.xlsx\"<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"cleaned_data.xlsx\"<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h4>\n   <a id=\"2_PythonMatplotlib_159\"><br \/>\n   <\/a><br \/>\n   2. \u667a\u80fd\u53ef\u89c6\u5316\u751f\u6210\uff08Python+Matplotlib\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">import<\/span> matplotlib<span class=\"token punctuation\">.<\/span>pyplot <span class=\"token keyword\">as<\/span> plt\n<span class=\"token keyword\">import<\/span> seaborn <span class=\"token keyword\">as<\/span> sns\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">auto_visualization<\/span><span class=\"token punctuation\">(<\/span>df<span class=\"token punctuation\">,<\/span> target_col<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u81ea\u52a8\u751f\u6210\u6570\u636e\u53ef\u89c6\u5316\n    \"\"\"<\/span>\n    plt<span class=\"token punctuation\">.<\/span>figure<span class=\"token punctuation\">(<\/span>figsize<span class=\"token operator\">=<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">15<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 1. \u6570\u503c\u5206\u5e03<\/span>\n    plt<span class=\"token punctuation\">.<\/span>subplot<span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\n    sns<span class=\"token punctuation\">.<\/span>histplot<span class=\"token punctuation\">(<\/span>df<span class=\"token punctuation\">[<\/span>target_col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> kde<span class=\"token operator\">=<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span>\n    plt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f'<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>target_col<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u5206\u5e03'<\/span><\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 2. \u7bb1\u7ebf\u56fe<\/span>\n    plt<span class=\"token punctuation\">.<\/span>subplot<span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span>\n    sns<span class=\"token punctuation\">.<\/span>boxplot<span class=\"token punctuation\">(<\/span>x<span class=\"token operator\">=<\/span>df<span class=\"token punctuation\">[<\/span>target_col<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>\n    plt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f'<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>target_col<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u7bb1\u7ebf\u56fe'<\/span><\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 3. \u5206\u7c7b\u53d8\u91cf\u5173\u7cfb<\/span>\n    <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>df<span class=\"token punctuation\">.<\/span>select_dtypes<span class=\"token punctuation\">(<\/span>include<span class=\"token operator\">=<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">'object'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>columns<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span>\n        cat_col <span class=\"token operator\">=<\/span> df<span class=\"token punctuation\">.<\/span>select_dtypes<span class=\"token punctuation\">(<\/span>include<span class=\"token operator\">=<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">'object'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>columns<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span>\n        plt<span class=\"token punctuation\">.<\/span>subplot<span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">)<\/span>\n        sns<span class=\"token punctuation\">.<\/span>boxplot<span class=\"token punctuation\">(<\/span>x<span class=\"token operator\">=<\/span>cat_col<span class=\"token punctuation\">,<\/span> y<span class=\"token operator\">=<\/span>target_col<span class=\"token punctuation\">,<\/span> data<span class=\"token operator\">=<\/span>df<span class=\"token punctuation\">)<\/span>\n        plt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f'<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>cat_col<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u4e0e<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>target_col<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u5173\u7cfb'<\/span><\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 4. \u76f8\u5173\u6027\u70ed\u529b\u56fe<\/span>\n    numeric_df <span class=\"token operator\">=<\/span> df<span class=\"token punctuation\">.<\/span>select_dtypes<span class=\"token punctuation\">(<\/span>include<span class=\"token operator\">=<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">'number'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>\n    <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>numeric_df<span class=\"token punctuation\">.<\/span>columns<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">:<\/span>\n        plt<span class=\"token punctuation\">.<\/span>subplot<span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">4<\/span><span class=\"token punctuation\">)<\/span>\n        sns<span class=\"token punctuation\">.<\/span>heatmap<span class=\"token punctuation\">(<\/span>numeric_df<span class=\"token punctuation\">.<\/span>corr<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> annot<span class=\"token operator\">=<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> cmap<span class=\"token operator\">=<\/span><span class=\"token string\">'coolwarm'<\/span><span class=\"token punctuation\">)<\/span>\n        plt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string\">'\u6570\u503c\u7279\u5f81\u76f8\u5173\u6027'<\/span><span class=\"token punctuation\">)<\/span>\n    \n    plt<span class=\"token punctuation\">.<\/span>tight_layout<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n    plt<span class=\"token punctuation\">.<\/span>savefig<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>target_col<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">_analysis.png\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n    plt<span class=\"token punctuation\">.<\/span>close<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\nauto_visualization<span class=\"token punctuation\">(<\/span>cleaned_data<span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u9500\u552e\u989d'<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h3>\n   <a id=\"CICD_202\"><br \/>\n   <\/a><br \/>\n   \u4e09\u3001\u4ee3\u7801\u5f00\u53d1\uff1a\u4ece\u9700\u6c42\u5206\u6790\u5230CI\/CD\u81ea\u52a8\u5316<br \/>\n  <\/h3>\n<h4>\n   <a id=\"1_Pythonpytest_204\"><br \/>\n   <\/a><br \/>\n   1. \u9700\u6c42\u6587\u6863\u8f6c\u6d4b\u8bd5\u7528\u4f8b\uff08Python+pytest\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">import<\/span> re\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">requirements_to_testcases<\/span><span class=\"token punctuation\">(<\/span>requirements_text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u5c06\u9700\u6c42\u6587\u6863\u8f6c\u6362\u4e3a\u6d4b\u8bd5\u7528\u4f8b\n    \"\"\"<\/span>\n    testcases <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span>\n    case_id <span class=\"token operator\">=<\/span> <span class=\"token number\">1<\/span>\n    \n    <span class=\"token keyword\">for<\/span> line <span class=\"token keyword\">in<\/span> requirements_text<span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">'\\n'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n        <span class=\"token comment\"># \u63d0\u53d6\u529f\u80fd\u70b9<\/span>\n        <span class=\"token keyword\">if<\/span> re<span class=\"token punctuation\">.<\/span>match<span class=\"token punctuation\">(<\/span><span class=\"token string\">r'^\\d+\\.'<\/span><span class=\"token punctuation\">,<\/span> line<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n            feature <span class=\"token operator\">=<\/span> line<span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">'.'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n            \n            <span class=\"token comment\"># \u751f\u6210\u6d4b\u8bd5\u7528\u4f8b<\/span>\n            testcase <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">{<!-- --><\/span>\n                <span class=\"token string\">\"id\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f\"TC<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>case_id<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">03d<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\"<\/span><\/span><span class=\"token punctuation\">,<\/span>\n                <span class=\"token string\">\"feature\"<\/span><span class=\"token punctuation\">:<\/span> feature<span class=\"token punctuation\">,<\/span>\n                <span class=\"token string\">\"steps\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span>\n                    <span class=\"token string-interpolation\"><span class=\"token string\">f\"1. \u8bbf\u95ee\u7cfb\u7edf\u5e76\u767b\u5f55\"<\/span><\/span><span class=\"token punctuation\">,<\/span>\n                    <span class=\"token string-interpolation\"><span class=\"token string\">f\"2. \u6267\u884c\u64cd\u4f5c\uff1a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>feature<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\"<\/span><\/span><span class=\"token punctuation\">,<\/span>\n                    <span class=\"token string-interpolation\"><span class=\"token string\">f\"3. \u9a8c\u8bc1\u7ed3\u679c\"<\/span><\/span>\n                <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>\n                <span class=\"token string\">\"expected\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"\u7cfb\u7edf\u5e94\u6b63\u786e\u5904\u7406\u8bf7\u6c42\u5e76\u8fd4\u56de\u9884\u671f\u7ed3\u679c\"<\/span><span class=\"token punctuation\">,<\/span>\n                <span class=\"token string\">\"priority\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"P1\"<\/span> <span class=\"token keyword\">if<\/span> <span class=\"token string\">\"\u5fc5\u987b\"<\/span> <span class=\"token keyword\">in<\/span> line <span class=\"token keyword\">else<\/span> <span class=\"token string\">\"P2\"<\/span>\n            <span class=\"token punctuation\">}<\/span>\n            testcases<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>testcase<span class=\"token punctuation\">)<\/span>\n            case_id <span class=\"token operator\">+=<\/span> <span class=\"token number\">1<\/span>\n    \n    <span class=\"token keyword\">return<\/span> testcases\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">generate_pytest_file<\/span><span class=\"token punctuation\">(<\/span>testcases<span class=\"token punctuation\">,<\/span> output_path<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u751f\u6210pytest\u6d4b\u8bd5\u6587\u4ef6\n    \"\"\"<\/span>\n    <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>output_path<span class=\"token punctuation\">,<\/span> <span class=\"token string\">'w'<\/span><span class=\"token punctuation\">,<\/span> encoding<span class=\"token operator\">=<\/span><span class=\"token string\">'utf-8'<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> f<span class=\"token punctuation\">:<\/span>\n        f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"import pytest\\n\\n\"<\/span><span class=\"token punctuation\">)<\/span>\n        \n        <span class=\"token keyword\">for<\/span> tc <span class=\"token keyword\">in<\/span> testcases<span class=\"token punctuation\">:<\/span>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"@pytest.mark.priority('<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>tc<span class=\"token punctuation\">[<\/span><span class=\"token string\">'priority'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">')\\n\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"def test_<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>tc<span class=\"token punctuation\">[<\/span><span class=\"token string\">'id'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">():\\n\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"    \\\"\\\"\\\"<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>tc<span class=\"token punctuation\">[<\/span><span class=\"token string\">'feature'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\"\\\"\\\"\\n\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n            <span class=\"token keyword\">for<\/span> step <span class=\"token keyword\">in<\/span> tc<span class=\"token punctuation\">[<\/span><span class=\"token string\">'steps'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span>\n                f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"    # <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>step<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\n\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"    assert True  # \u66ff\u6362\u4e3a\u5b9e\u9645\u65ad\u8a00\\n\\n\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\nreqs <span class=\"token operator\">=<\/span> <span class=\"token triple-quoted-string string\">\"\"\"\n1. \u7528\u6237\u5fc5\u987b\u80fd\u591f\u901a\u8fc7\u624b\u673a\u53f7\u6ce8\u518c\n2. \u7528\u6237\u53ef\u4ee5\u4fee\u6539\u4e2a\u4eba\u8d44\u6599\n3. \u7cfb\u7edf\u5e94\u652f\u6301\u591a\u8bed\u8a00\u5207\u6362\uff08\u975e\u5fc5\u987b\uff09\n\"\"\"<\/span>\ntestcases <span class=\"token operator\">=<\/span> requirements_to_testcases<span class=\"token punctuation\">(<\/span>reqs<span class=\"token punctuation\">)<\/span>\ngenerate_pytest_file<span class=\"token punctuation\">(<\/span>testcases<span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"test_user_management.py\"<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h4>\n   <a id=\"2_Pythonast_262\"><br \/>\n   <\/a><br \/>\n   2. \u4ee3\u7801\u5ba1\u67e5\u52a9\u624b\uff08Python+ast\u6a21\u5757\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">import<\/span> ast\n\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">CodeReviewer<\/span><span class=\"token punctuation\">(<\/span>ast<span class=\"token punctuation\">.<\/span>NodeVisitor<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u57fa\u7840\u4ee3\u7801\u5ba1\u67e5\u5668\n    \"\"\"<\/span>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n        self<span class=\"token punctuation\">.<\/span>issues <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span>\n    \n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">visit_FunctionDef<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> node<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n        <span class=\"token comment\"># \u68c0\u67e5\u51fd\u6570\u957f\u5ea6<\/span>\n        <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>ast<span class=\"token punctuation\">.<\/span>get_source_segment<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>source<span class=\"token punctuation\">,<\/span> node<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">'\\n'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">:<\/span>\n            self<span class=\"token punctuation\">.<\/span>issues<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"\u51fd\u6570<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>node<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u8fc7\u957f\uff08\u8d85\u8fc750\u884c\uff09\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n        \n        <span class=\"token comment\"># \u68c0\u67e5\u53c2\u6570\u6570\u91cf<\/span>\n        <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>node<span class=\"token punctuation\">.<\/span>args<span class=\"token punctuation\">.<\/span>args<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">:<\/span>\n            self<span class=\"token punctuation\">.<\/span>issues<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"\u51fd\u6570<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>node<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u53c2\u6570\u8fc7\u591a\uff08\u8d85\u8fc75\u4e2a\uff09\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n        \n        self<span class=\"token punctuation\">.<\/span>generic_visit<span class=\"token punctuation\">(<\/span>node<span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">visit_Import<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> node<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n        <span class=\"token comment\"># \u68c0\u67e5\u5bfc\u5165\u987a\u5e8f<\/span>\n        <span class=\"token keyword\">for<\/span> alias <span class=\"token keyword\">in<\/span> node<span class=\"token punctuation\">.<\/span>names<span class=\"token punctuation\">:<\/span>\n            <span class=\"token keyword\">if<\/span> alias<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">.<\/span>startswith<span class=\"token punctuation\">(<\/span><span class=\"token string\">'.'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u76f8\u5bf9\u5bfc\u5165<\/span>\n                self<span class=\"token punctuation\">.<\/span>issues<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u53d1\u73b0\u76f8\u5bf9\u5bfc\u5165\uff0c\u5efa\u8bae\u4f7f\u7528\u7edd\u5bf9\u5bfc\u5165\"<\/span><span class=\"token punctuation\">)<\/span>\n        self<span class=\"token punctuation\">.<\/span>generic_visit<span class=\"token punctuation\">(<\/span>node<span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">review<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> code<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n        self<span class=\"token punctuation\">.<\/span>source <span class=\"token operator\">=<\/span> code\n        tree <span class=\"token operator\">=<\/span> ast<span class=\"token punctuation\">.<\/span>parse<span class=\"token punctuation\">(<\/span>code<span class=\"token punctuation\">)<\/span>\n        self<span class=\"token punctuation\">.<\/span>visit<span class=\"token punctuation\">(<\/span>tree<span class=\"token punctuation\">)<\/span>\n        <span class=\"token keyword\">return<\/span> self<span class=\"token punctuation\">.<\/span>issues\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\ncode <span class=\"token operator\">=<\/span> <span class=\"token triple-quoted-string string\">\"\"\"\ndef long_function(param1, param2, param3, param4, param5, param6):\n    # 50\u884c\u4ee3\u7801...\n    pass\n\nfrom .module import helper  # \u76f8\u5bf9\u5bfc\u5165\n\"\"\"<\/span>\nreviewer <span class=\"token operator\">=<\/span> CodeReviewer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>reviewer<span class=\"token punctuation\">.<\/span>review<span class=\"token punctuation\">(<\/span>code<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h3>\n   <a id=\"_309\"><br \/>\n   <\/a><br \/>\n   \u56db\u3001\u521b\u610f\u8bbe\u8ba1\uff1a\u4ece\u6587\u672c\u5230\u89c6\u89c9\u7684\u667a\u80fd\u8f6c\u5316<br \/>\n  <\/h3>\n<h4>\n   <a id=\"1_PPTPythonpythonpptx_311\"><br \/>\n   <\/a><br \/>\n   1. \u667a\u80fdPPT\u751f\u6210\u7cfb\u7edf\uff08Python+python-pptx\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">from<\/span> pptx <span class=\"token keyword\">import<\/span> Presentation\n<span class=\"token keyword\">from<\/span> pptx<span class=\"token punctuation\">.<\/span>util <span class=\"token keyword\">import<\/span> Inches\n<span class=\"token keyword\">import<\/span> requests\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">generate_ppt_from_markdown<\/span><span class=\"token punctuation\">(<\/span>markdown_text<span class=\"token punctuation\">,<\/span> output_path<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u4eceMarkdown\u751f\u6210PPT\n    \"\"\"<\/span>\n    prs <span class=\"token operator\">=<\/span> Presentation<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># \u6807\u9898\u9875<\/span>\n    slide <span class=\"token operator\">=<\/span> prs<span class=\"token punctuation\">.<\/span>slides<span class=\"token punctuation\">.<\/span>add_slide<span class=\"token punctuation\">(<\/span>prs<span class=\"token punctuation\">.<\/span>slide_layouts<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>\n    title <span class=\"token operator\">=<\/span> slide<span class=\"token punctuation\">.<\/span>shapes<span class=\"token punctuation\">.<\/span>title\n    subtitle <span class=\"token operator\">=<\/span> slide<span class=\"token punctuation\">.<\/span>placeholders<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span>\n    title<span class=\"token punctuation\">.<\/span>text <span class=\"token operator\">=<\/span> <span class=\"token string\">\"\u9879\u76ee\u6c47\u62a5\"<\/span>\n    subtitle<span class=\"token punctuation\">.<\/span>text <span class=\"token operator\">=<\/span> <span class=\"token string\">\"2025\u5e74\u7b2c\u4e00\u5b63\u5ea6\"<\/span>\n    \n    <span class=\"token comment\"># \u5185\u5bb9\u9875\u89e3\u6790<\/span>\n    <span class=\"token keyword\">for<\/span> line <span class=\"token keyword\">in<\/span> markdown_text<span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">'\\n'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n        <span class=\"token keyword\">if<\/span> line<span class=\"token punctuation\">.<\/span>startswith<span class=\"token punctuation\">(<\/span><span class=\"token string\">'# '<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u4e00\u7ea7\u6807\u9898<\/span>\n            slide <span class=\"token operator\">=<\/span> prs<span class=\"token punctuation\">.<\/span>slides<span class=\"token punctuation\">.<\/span>add_slide<span class=\"token punctuation\">(<\/span>prs<span class=\"token punctuation\">.<\/span>slide_layouts<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>\n            title <span class=\"token operator\">=<\/span> slide<span class=\"token punctuation\">.<\/span>shapes<span class=\"token punctuation\">.<\/span>title\n            title<span class=\"token punctuation\">.<\/span>text <span class=\"token operator\">=<\/span> line<span class=\"token punctuation\">[<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">:<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n        <span class=\"token keyword\">elif<\/span> line<span class=\"token punctuation\">.<\/span>startswith<span class=\"token punctuation\">(<\/span><span class=\"token string\">'## '<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u4e8c\u7ea7\u6807\u9898<\/span>\n            slide <span class=\"token operator\">=<\/span> prs<span class=\"token punctuation\">.<\/span>slides<span class=\"token punctuation\">.<\/span>add_slide<span class=\"token punctuation\">(<\/span>prs<span class=\"token punctuation\">.<\/span>slide_layouts<span class=\"token punctuation\">[<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>\n            title <span class=\"token operator\">=<\/span> slide<span class=\"token punctuation\">.<\/span>shapes<span class=\"token punctuation\">.<\/span>title\n            title<span class=\"token punctuation\">.<\/span>text <span class=\"token operator\">=<\/span> line<span class=\"token punctuation\">[<\/span><span class=\"token number\">3<\/span><span class=\"token punctuation\">:<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n        <span class=\"token keyword\">elif<\/span> line<span class=\"token punctuation\">.<\/span>startswith<span class=\"token punctuation\">(<\/span><span class=\"token string\">'!['<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u56fe\u7247<\/span>\n            <span class=\"token comment\"># \u7b80\u5355\u793a\u4f8b\uff1a\u5047\u8bbe\u662f\u7f51\u7edc\u56fe\u7247<\/span>\n            img_url <span class=\"token operator\">=<\/span> line<span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">'('<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">')'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span>\n            <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span>\n                response <span class=\"token operator\">=<\/span> requests<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>img_url<span class=\"token punctuation\">)<\/span>\n                img_path <span class=\"token operator\">=<\/span> <span class=\"token string\">\"temp_img.jpg\"<\/span>\n                <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>img_path<span class=\"token punctuation\">,<\/span> <span class=\"token string\">'wb'<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> f<span class=\"token punctuation\">:<\/span>\n                    f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">)<\/span>\n                \n                slide <span class=\"token operator\">=<\/span> prs<span class=\"token punctuation\">.<\/span>slides<span class=\"token punctuation\">.<\/span>add_slide<span class=\"token punctuation\">(<\/span>prs<span class=\"token punctuation\">.<\/span>slide_layouts<span class=\"token punctuation\">[<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>\n                pic <span class=\"token operator\">=<\/span> slide<span class=\"token punctuation\">.<\/span>shapes<span class=\"token punctuation\">.<\/span>add_picture<span class=\"token punctuation\">(<\/span>\n                    img_path<span class=\"token punctuation\">,<\/span>\n                    Inches<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> Inches<span class=\"token punctuation\">(<\/span><span class=\"token number\">1.5<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>\n                    width<span class=\"token operator\">=<\/span>Inches<span class=\"token punctuation\">(<\/span><span class=\"token number\">8<\/span><span class=\"token punctuation\">)<\/span>\n                <span class=\"token punctuation\">)<\/span>\n            <span class=\"token keyword\">except<\/span><span class=\"token punctuation\">:<\/span>\n                <span class=\"token keyword\">pass<\/span>\n    \n    prs<span class=\"token punctuation\">.<\/span>save<span class=\"token punctuation\">(<\/span>output_path<span class=\"token punctuation\">)<\/span>\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\nmd_content <span class=\"token operator\">=<\/span> <span class=\"token triple-quoted-string string\">\"\"\"\n# \u9879\u76ee\u6982\u51b5\n## \u9879\u76ee\u80cc\u666f\n- \u5e02\u573a\u9700\u6c42\u589e\u957f\n- \u516c\u53f8\u6218\u7565\u5e03\u5c40\n\n## \u5b9e\u65bd\u8fdb\u5c55\n![\u9879\u76ee\u8fdb\u5ea6\u56fe](https:\/\/example.com\/progress.jpg)\n\"\"\"<\/span>\ngenerate_ppt_from_markdown<span class=\"token punctuation\">(<\/span>md_content<span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"project_report.pptx\"<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h4>\n   <a id=\"2_DeepSeekMidjourney_373\"><br \/>\n   <\/a><br \/>\n   2. \u591a\u6a21\u6001\u8bbe\u8ba1\u52a9\u624b\uff08\u7ed3\u5408DeepSeek+Midjourney\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">def<\/span> <span class=\"token function\">generate_design_prompt<\/span><span class=\"token punctuation\">(<\/span>product_name<span class=\"token punctuation\">,<\/span> style<span class=\"token punctuation\">,<\/span> elements<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u751f\u6210Midjourney\u8bbe\u8ba1\u63d0\u793a\u8bcd\n    \"\"\"<\/span>\n    base_prompt <span class=\"token operator\">=<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f\"\"\"\n    \u8bbe\u8ba1\u4e00\u6b3e<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>product_name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u7684<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>style<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u98ce\u683c\u6d77\u62a5\n    \u5305\u542b\u5143\u7d20\uff1a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span><span class=\"token string\">', '<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span>elements<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\n    \u8981\u6c42\uff1a\n    - \u5206\u8fa8\u7387\uff1a4000x6000\n    - \u8272\u5f69\u65b9\u6848\uff1a\u63d0\u4f9b3\u79cd\u5907\u9009\u65b9\u6848\n    - \u6784\u56fe\uff1a\u9ec4\u91d1\u5206\u5272\u6bd4\u4f8b\n    - \u5b57\u4f53\uff1a\u642d\u914d\u65e0\u886c\u7ebf\u5b57\u4f53\n    \"\"\"<\/span><\/span>\n    \n    <span class=\"token comment\"># \u8c03\u7528DeepSeek\u4f18\u5316\u63d0\u793a\u8bcd<\/span>\n    response <span class=\"token operator\">=<\/span> openai<span class=\"token punctuation\">.<\/span>Completion<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span>\n        engine<span class=\"token operator\">=<\/span><span class=\"token string\">\"deepseek-pro\"<\/span><span class=\"token punctuation\">,<\/span>\n        prompt<span class=\"token operator\">=<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"\u4f18\u5316\u4ee5\u4e0b\u8bbe\u8ba1\u63d0\u793a\u8bcd\uff1a\\n<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>base_prompt<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\n\u8981\u6c42\uff1a\u66f4\u7b26\u5408Midjourney\u8bed\u6cd5\"<\/span><\/span><span class=\"token punctuation\">,<\/span>\n        max_tokens<span class=\"token operator\">=<\/span><span class=\"token number\">500<\/span>\n    <span class=\"token punctuation\">)<\/span>\n    optimized_prompt <span class=\"token operator\">=<\/span> response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>text\n    \n    <span class=\"token keyword\">return<\/span> optimized_prompt\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\ndesign_prompt <span class=\"token operator\">=<\/span> generate_design_prompt<span class=\"token punctuation\">(<\/span>\n    <span class=\"token string\">\"\u667a\u80fd\u624b\u8868\"<\/span><span class=\"token punctuation\">,<\/span>\n    <span class=\"token string\">\"\u8d5b\u535a\u670b\u514b\"<\/span><span class=\"token punctuation\">,<\/span>\n    <span class=\"token punctuation\">[<\/span><span class=\"token string\">\"\u9713\u8679\u706f\u6548\u679c\"<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"\u5168\u606f\u6295\u5f71\u754c\u9762\"<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"\u673a\u68b0\u9f7f\u8f6e\u5143\u7d20\"<\/span><span class=\"token punctuation\">]<\/span>\n<span class=\"token punctuation\">)<\/span>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>design_prompt<span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h3>\n   <a id=\"RPAAI_408\"><br \/>\n   <\/a><br \/>\n   \u4e94\u3001\u6d41\u7a0b\u81ea\u52a8\u5316\uff1aRPA+AI\u7684\u7ec8\u6781\u878d\u5408<br \/>\n  <\/h3>\n<h4>\n   <a id=\"1_PythonPyAutoGUI_410\"><br \/>\n   <\/a><br \/>\n   1. \u667a\u80fd\u53d1\u7968\u5904\u7406\u673a\u5668\u4eba\uff08Python+PyAutoGUI\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">import<\/span> pyautogui\n<span class=\"token keyword\">import<\/span> time\n<span class=\"token keyword\">import<\/span> pytesseract\n<span class=\"token keyword\">from<\/span> PIL <span class=\"token keyword\">import<\/span> Image\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">process_invoice<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    <span class=\"token triple-quoted-string string\">\"\"\"\n    \u81ea\u52a8\u5316\u53d1\u7968\u5904\u7406\u6d41\u7a0b\n    1. \u622a\u56fe\u8bc6\u522b\u53d1\u7968\u4fe1\u606f\n    2. \u586b\u5199\u62a5\u9500\u7cfb\u7edf\n    3. \u63d0\u4ea4\u5ba1\u6279\n    \"\"\"<\/span>\n    <span class=\"token comment\"># 1. \u53d1\u7968\u4fe1\u606f\u8bc6\u522b<\/span>\n    invoice_img <span class=\"token operator\">=<\/span> pyautogui<span class=\"token punctuation\">.<\/span>screenshot<span class=\"token punctuation\">(<\/span>region<span class=\"token operator\">=<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">100<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">100<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">800<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">600<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\n    invoice_text <span class=\"token operator\">=<\/span> pytesseract<span class=\"token punctuation\">.<\/span>image_to_string<span class=\"token punctuation\">(<\/span>invoice_img<span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># \u7b80\u5355\u89e3\u6790\uff08\u5b9e\u9645\u9700\u66f4\u590d\u6742\u7684OCR\u5904\u7406\uff09<\/span>\n    <span class=\"token keyword\">import<\/span> re\n    amount <span class=\"token operator\">=<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span><span class=\"token string\">r'\u91d1\u989d.*?(\\d+\\.\\d{2})'<\/span><span class=\"token punctuation\">,<\/span> invoice_text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>group<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\n    date <span class=\"token operator\">=<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span><span class=\"token string\">r'\u65e5\u671f.*?(\\d{4}-\\d{2}-\\d{2})'<\/span><span class=\"token punctuation\">,<\/span> invoice_text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>group<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 2. \u586b\u5199\u62a5\u9500\u7cfb\u7edf<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>hotkey<span class=\"token punctuation\">(<\/span><span class=\"token string\">'ctrl'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'tab'<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5207\u6362\u5230\u62a5\u9500\u7cfb\u7edf<\/span>\n    time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># \u586b\u5199\u91d1\u989d<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>click<span class=\"token punctuation\">(<\/span><span class=\"token number\">200<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">300<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u91d1\u989d\u8f93\u5165\u6846\u4f4d\u7f6e<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span>amount<span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># \u586b\u5199\u65e5\u671f<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>click<span class=\"token punctuation\">(<\/span><span class=\"token number\">200<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">350<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u65e5\u671f\u8f93\u5165\u6846\u4f4d\u7f6e<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span>date<span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># \u4e0a\u4f20\u53d1\u7968\u56fe\u7247<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>click<span class=\"token punctuation\">(<\/span><span class=\"token number\">400<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">400<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u4e0a\u4f20\u6309\u94ae\u4f4d\u7f6e<\/span>\n    time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">0.5<\/span><span class=\"token punctuation\">)<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string\">r\"C:\\invoices\\last_invoice.jpg\"<\/span><span class=\"token punctuation\">)<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>press<span class=\"token punctuation\">(<\/span><span class=\"token string\">'enter'<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># 3. \u63d0\u4ea4\u5ba1\u6279<\/span>\n    pyautogui<span class=\"token punctuation\">.<\/span>click<span class=\"token punctuation\">(<\/span><span class=\"token number\">600<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">500<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u63d0\u4ea4\u6309\u94ae\u4f4d\u7f6e<\/span>\n    time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token keyword\">return<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f\"\u53d1\u7968\u5904\u7406\u5b8c\u6210\uff1a\u91d1\u989d<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>amount<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\uff0c\u65e5\u671f<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>date<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\"<\/span><\/span>\n\n<span class=\"token comment\"># \u4f7f\u7528\u793a\u4f8b<\/span>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>process_invoice<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h4>\n   <a id=\"2_PythonFlask_461\"><br \/>\n   <\/a><br \/>\n   2. \u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\uff08Python+Flask\uff09<br \/>\n  <\/h4>\n<pre><code class=\"prism language-python\"><span class=\"token keyword\">from<\/span> flask <span class=\"token keyword\">import<\/span> Flask<span class=\"token punctuation\">,<\/span> request<span class=\"token punctuation\">,<\/span> jsonify\n<span class=\"token keyword\">import<\/span> openai\n\napp <span class=\"token operator\">=<\/span> Flask<span class=\"token punctuation\">(<\/span>__name__<span class=\"token punctuation\">)<\/span>\n\n<span class=\"token comment\"># \u9884\u8bbe\u77e5\u8bc6\u5e93<\/span>\nknowledge_base <span class=\"token operator\">=<\/span> <span class=\"token triple-quoted-string string\">\"\"\"\n1. \u53d1\u8d27\u653f\u7b56\uff1a\u5de5\u4f5c\u65e516:00\u524d\u4e0b\u5355\u5f53\u65e5\u53d1\u8d27\n2. \u9000\u6362\u8d27\uff1a7\u5929\u65e0\u7406\u7531\u9000\u8d27\uff08\u5546\u54c1\u5b8c\u597d\uff09\n3. \u4f1a\u5458\u6743\u76ca\uff1a\u751f\u65e5\u5f53\u6708\u53cc\u500d\u79ef\u5206\n\"\"\"<\/span>\n\n<span class=\"token decorator annotation punctuation\">@app<span class=\"token punctuation\">.<\/span>route<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">'\/api\/chat'<\/span><span class=\"token punctuation\">,<\/span> methods<span class=\"token operator\">=<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">'POST'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    user_query <span class=\"token operator\">=<\/span> request<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">'query'<\/span><span class=\"token punctuation\">)<\/span>\n    \n    <span class=\"token comment\"># \u8c03\u7528DeepSeek\u5904\u7406\u67e5\u8be2<\/span>\n    prompt <span class=\"token operator\">=<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f\"\"\"\n    \u7528\u6237\u54a8\u8be2\uff1a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>user_query<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\n    \u77e5\u8bc6\u5e93\uff1a\n    <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<!-- --><\/span>knowledge_base<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\n    \u8bf7\u7ed9\u51fa\u4e13\u4e1a\u56de\u590d\uff0c\u5305\u542b\uff1a\n    1. \u76f4\u63a5\u7b54\u6848\n    2. \u76f8\u5173\u77e5\u8bc6\u5e93\u5f15\u7528\n    3. \u64cd\u4f5c\u5efa\u8bae\uff08\u5982\u9700\u8981\uff09\n    \"\"\"<\/span><\/span>\n    response <span class=\"token operator\">=<\/span> openai<span class=\"token punctuation\">.<\/span>Completion<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span>\n        engine<span class=\"token operator\">=<\/span><span class=\"token string\">\"deepseek-pro\"<\/span><span class=\"token punctuation\">,<\/span>\n        prompt<span class=\"token operator\">=<\/span>prompt<span class=\"token punctuation\">,<\/span>\n        max_tokens<span class=\"token operator\">=<\/span><span class=\"token number\">300<\/span>\n    <span class=\"token punctuation\">)<\/span>\n    answer <span class=\"token operator\">=<\/span> response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>text\n    \n    <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<!-- --><\/span>\n        <span class=\"token string\">\"answer\"<\/span><span class=\"token punctuation\">:<\/span> answer<span class=\"token punctuation\">,<\/span>\n        <span class=\"token string\">\"source\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"\u77e5\u8bc6\u5e93+AI\u751f\u6210\"<\/span>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span>\n\n<span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">==<\/span> <span class=\"token string\">'__main__'<\/span><span class=\"token punctuation\">:<\/span>\n    app<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>port<span class=\"token operator\">=<\/span><span class=\"token number\">5000<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<h3>\n   <a id=\"_505\"><br \/>\n   <\/a><br \/>\n   \u516d\u3001\u5b9e\u65bd\u8def\u7ebf\u56fe\u4e0e\u98ce\u9669\u63a7\u5236<br \/>\n  <\/h3>\n<h4>\n   <a id=\"1__507\"><br \/>\n   <\/a><br \/>\n   1. \u5206\u9636\u6bb5\u5b9e\u65bd\u7b56\u7565<br \/>\n  <\/h4>\n<table>\n<thead>\n<tr>\n<th>\n      \u9636\u6bb5\n     <\/th>\n<th>\n      \u76ee\u6807\n     <\/th>\n<th>\n      \u63a8\u8350\u5de5\u5177\u7ec4\u5408\n     <\/th>\n<th>\n      \u5468\u671f\n     <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n      \u8bd5\u70b9\u671f\n     <\/td>\n<td>\n      \u9a8c\u8bc1\u6838\u5fc3\u573a\u666f\uff08\u5982\u5408\u540c\u751f\u6210\uff09\n     <\/td>\n<td>\n      DeepSeek+Office\u63d2\u4ef6+Python\n     <\/td>\n<td>\n      2\u5468\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u6269\u5c55\u671f\n     <\/td>\n<td>\n      \u8986\u76d680%\u9ad8\u9891\u529e\u516c\u573a\u666f\n     <\/td>\n<td>\n      \u589e\u52a0RPA\u5de5\u5177\uff08\u5982UiPath\uff09\n     <\/td>\n<td>\n      4\u5468\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u4f18\u5316\u671f\n     <\/td>\n<td>\n      \u5efa\u7acbAI\u8d28\u91cf\u76d1\u63a7\u4f53\u7cfb\n     <\/td>\n<td>\n      \u96c6\u6210Prometheus+Grafana\n     <\/td>\n<td>\n      \u6301\u7eed\n     <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\n   <a id=\"2__514\"><br \/>\n   <\/a><br \/>\n   2. \u98ce\u9669\u63a7\u5236\u77e9\u9635<br \/>\n  <\/h4>\n<table>\n<thead>\n<tr>\n<th>\n      \u98ce\u9669\u7c7b\u578b\n     <\/th>\n<th>\n      \u5e94\u5bf9\u63aa\u65bd\n     <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n      \u6570\u636e\u9690\u79c1\n     <\/td>\n<td>\n      \u5efa\u7acb\u6570\u636e\u8131\u654f\u89c4\u5219\uff0c\u654f\u611f\u4fe1\u606f\u66ff\u6362\u4e3a\u5360\u4f4d\u7b26\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u7b97\u6cd5\u504f\u89c1\n     <\/td>\n<td>\n      \u5b9a\u671f\u5ba1\u8ba1AI\u8f93\u51fa\uff0c\u5efa\u7acb\u4eba\u5de5\u590d\u6838\u673a\u5236\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u7cfb\u7edf\u96c6\u6210\n     <\/td>\n<td>\n      \u91c7\u7528API\u7f51\u5173\u7ba1\u7406\uff0c\u5b9e\u73b0\u7070\u5ea6\u53d1\u5e03\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u5458\u5de5\u62b5\u89e6\n     <\/td>\n<td>\n      \u5f00\u5c55&#8221;AI\u52a9\u624b&#8221;\u57f9\u8bad\uff0c\u5f3a\u8c03\u5de5\u5177\u5c5e\u6027\u800c\u975e\u66ff\u4ee3\n     <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\n   <a id=\"_522\"><br \/>\n   <\/a><br \/>\n   \u7ed3\u8bed<br \/>\n  <\/h3>\n<p>\n   DeepSeek\u4e0eAI\u5de5\u5177\u94fe\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u6b63\u5728\u5f00\u542f&#8221;\u667a\u80fd\u529e\u516c2.0&#8243;\u65f6\u4ee3\u3002\u4ece\u672c\u6587\u5c55\u793a\u768450+\u5b9e\u6218\u6848\u4f8b\u53ef\u4ee5\u770b\u51fa\uff0cAI\u6280\u672f\u5df2\u4e0d\u518d\u662f\u7b80\u5355\u7684\u6548\u7387\u5de5\u5177\uff0c\u800c\u662f\u6b63\u5728\u91cd\u6784\u6574\u4e2a\u77e5\u8bc6\u5de5\u4f5c\u4f53\u7cfb\u3002\u5efa\u8bae\u4f01\u4e1a\u91c7\u53d6&#8221;\u5c0f\u6b65\u5feb\u8dd1&#8221;\u7b56\u7565\uff1a\n  <\/p>\n<ol>\n<li>\n    <strong><br \/>\n     \u4f18\u5148\u8bd5\u70b9<br \/>\n    <\/strong><br \/>\n    \uff1a\u9009\u62e91-2\u4e2a\u9ad8\u9891\u573a\u666f\u5feb\u901f\u9a8c\u8bc1\n   <\/li>\n<li>\n    <strong><br \/>\n     \u5efa\u7acb\u6807\u51c6<br \/>\n    <\/strong><br \/>\n    \uff1a\u5236\u5b9aAI\u8f93\u51fa\u8d28\u91cf\u8bc4\u4f30\u4f53\u7cfb\n   <\/li>\n<li>\n    <strong><br \/>\n     \u57f9\u517b\u4eba\u624d<br \/>\n    <\/strong><br \/>\n    \uff1a\u7ec4\u5efa&#8221;AI\u4fc3\u8fdb\u8005&#8221;\u56e2\u961f\u63a8\u52a8\u53d8\u9769\n   <\/li>\n<li>\n    <strong><br \/>\n     \u6301\u7eed\u8fed\u4ee3<br \/>\n    <\/strong><br \/>\n    \uff1a\u5efa\u7acbAI\u80fd\u529b\u8fdb\u5316\u673a\u5236\n   <\/li>\n<\/ol>\n<p>\n   \u672a\u6765\uff0c\u968f\u7740\u591a\u6a21\u6001\u5927\u6a21\u578b\u548c\u81ea\u4e3b\u667a\u80fd\u4f53\uff08AI Agent\uff09\u6280\u672f\u7684\u53d1\u5c55\uff0cAI\u5c06\u66f4\u6df1\u5165\u5730\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u771f\u6b63\u5b9e\u73b0&#8221;\u4eba\u673a\u534f\u540c&#8221;\u7684\u7ec8\u6781\u76ee\u6807\u3002\n  <\/p>\n<hr\/>\n<h3>\n   <a id=\"DeepSeek_532\"><br \/>\n   <\/a><br \/>\n   \u300a\u5de7\u7528DeepSeek\u9ad8\u6548\u529e\u516c\u300b<br \/>\n  <\/h3>\n<\/p>\n<blockquote>\n<ul>\n<li>\n     \u4eac\u4e1c\uff1a<br \/>\n     <a href=\"https:\/\/item.jd.com\/14995160.html\" rel=\"nofollow\"><br \/>\n      https:\/\/item.jd.com\/14995160.html<br \/>\n     <\/a>\n    <\/li>\n<li>\n     \u5f53\u5f53\uff1a<br \/>\n     <a href=\"http:\/\/product.dangdang.com\/29875254.html\" rel=\"nofollow\"><br \/>\n      http:\/\/product.dangdang.com\/29875254.html<br \/>\n     <\/a>\n    <\/li>\n<\/ul>\n<\/blockquote>\n<p>\n   DeepSeek\u9886\u822aAI\u529e\u516c\uff0c\u4e00\u672c\u641e\u5b9a\u667a\u80fd\u5de5\u4f5c\u5168\u6d41\u7a0b\uff0cAI\u65f6\u4ee3\u4e0d\u7126\u8651\n  <\/p>\n<ul>\n<li>\n    AI\u9ad8\u6548\u529e\u516c\u6307\u5357\n   <\/li>\n<li>\n    AI\u5e94\u75284\u5927\u9ec4\u91d1\u6cd5\u5219+32\u4e2a\u9ad8\u9891\u5de5\u4f5c\u573a\u666f\n   <\/li>\n<li>\n    \u63ed\u79d8AI\u5e95\u5c42\u903b\u8f91\n   <\/li>\n<li>\n    DeepSeek\u9ad8\u6548\u529e\u516c\u4e00\u5b66\u5c31\u4f1a\n   <\/li>\n<\/ul>\n<h4>\n   <a id=\"_545\"><br \/>\n   <\/a><br \/>\n   \u4eae\u70b9<br \/>\n  <\/h4>\n<p>\n   \uff081\uff09DeepSeek+AI\u5de5\u5177\u94fe\u9ad8\u6548\u529e\u516c\uff1a\u4ee5DeepSeek\u4e3a\u6838\u5fc3\uff0c\u8054\u52a8WPS AI\u3001\u526a\u6620\u7b49\u5de5\u5177\uff0c\u5feb\u901f\u751f\u6210\u6587\u6848\u548c\u77ed\u89c6\u9891\u3001\u9ad8\u6548\u5236\u4f5c\u529e\u516c\u6587\u4ef6\u3001\u5e73\u9762\u8bbe\u8ba1\u4e0e\u7ed8\u753b\u7b49\u591a\u573a\u666f\u5e94\u7528\uff0c\u804c\u573a\u6548\u7387\u7ffb\u500d\u3002<br \/>\n   <br \/>\n   \uff082\uff09\u5e95\u5c42\u903b\u8f91\u4e00\u901a\u767e\u901a\uff1a\u89e3\u6790RBRP\u63d0\u793a\u8bcd\u6a21\u578b\u548c\u4fe1\u606f\u5dee\u539f\u7406\uff0c\u638c\u63e1\u4e0eAI\u5bf9\u8bdd\u7684\u6838\u5fc3\u65b9\u6cd5\uff0c\u8f7b\u677e\u8fc1\u79fb\u5230\u4efb\u4f55AI\u5de5\u5177\uff0c\u672a\u6765\u51e0\u5e74\u4e0d\u8fc7\u65f6\u3002<br \/>\n   <br \/>\n   \uff083\uff09\u7406\u8bba+\u5b9e\u64cd\u5168\u9762\u6307\u5bfc\uff1a\u4eceAI\u8ba4\u77e5\u5230\u56fd\u4ea7\u5de5\u5177\u89e3\u6790\uff0c\u518d\u5230\u5206\u6b65\u9aa4\u6848\u4f8b\u6559\u5b66\uff0c\u5e26\u4f60\u770b\u61c2\u3001\u5b66\u4f1a\u3001\u7528\u719f\u3002<br \/>\n   <br \/>\n   \uff084\uff09AI\u65f6\u4ee3\u751f\u5b58\u6cd5\u5219\uff1a\u63d0\u51fa\u201c\u4e09\u8981\u4e09\u4e0d\u8981\u201d\u539f\u5219\uff0c\u5e2e\u4f60\u7406\u6027\u5e94\u5bf9\u6280\u672f\u7126\u8651\uff0c\u4e13\u6ce8\u81ea\u8eab\u7ade\u4e89\u529b\uff0c\u8ba9AI\u771f\u6b63\u6210\u4e3a\u52a9\u624b\u800c\u975e\u5a01\u80c1\u3002\n  <\/p>\n<h4>\n   <a id=\"_551\"><br \/>\n   <\/a><br \/>\n   \u5185\u5bb9\u7b80\u4ecb<br \/>\n  <\/h4>\n<p>\n   \u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u4eba\u5de5\u667a\u80fd\u751f\u6210\u5185\u5bb9\uff08AIGC\uff09\u6b63\u6df1\u523b\u6539\u53d8\u7740\u6211\u4eec\u7684\u751f\u6d3b\u4e0e\u5de5\u4f5c\u65b9\u5f0f\u3002\u672c\u4e66\u662f\u4e00\u672c\u4e13\u4e3a\u96f6\u57fa\u7840\u8bfb\u8005\u6253\u9020\u7684AI\u5e94\u7528\u6307\u5357\uff0c\u65e8\u5728\u5e2e\u52a9\u8bfb\u8005\u79d1\u5b66\u8ba4\u8bc6AI\uff0c\u638c\u63e1\u4f7f\u7528AI\u5de5\u5177\u7684\u6838\u5fc3\u6280\u80fd\uff0c\u5e76\u5c06\u5176\u7075\u6d3b\u5e94\u7528\u4e8e\u5b9e\u9645\u573a\u666f\u4e2d\u3002\n  <\/p>\n<p>\n   \u5168\u4e66\u5171\u5206\u4e3a8\u7ae0\uff0c\u4eceAI\u7684\u57fa\u7840\u8ba4\u77e5\u5165\u624b\uff0c\u9010\u6b65\u6df1\u5165\u5230\u56fd\u5185\u4e3b\u6d41AI\u4ea7\u54c1\u7684\u89e3\u6790\u4e0eAI\u4f7f\u7528\u6280\u5de7\u53ca\u5e95\u5c42\u903b\u8f91\uff0c\u518d\u5230\u529e\u516c\u6548\u7387\u63d0\u5347\u3001\u6587\u6848\u5199\u4f5c\u3001\u8868\u683c\u4e0ePPT\u5236\u4f5c\u3001\u77ed\u89c6\u9891\u5236\u4f5c\u3001\u5e73\u9762\u8bbe\u8ba1\u4e0e\u7ed8\u753b\u7b49\u591a\u573a\u666f\u7684\u5177\u4f53\u5e94\u7528\u3002\u4e66\u4e2d\u4ee5DeepSeek\u7b49\u5de5\u5177\u4e3a\u4f8b\uff0c\u8be6\u7ec6\u8bb2\u89e3\u4e86AI\u5e94\u7528\u7684\u57fa\u7840\u903b\u8f91\u4e0e\u63d0\u793a\u8bcd\u8bbe\u8ba1\u65b9\u6cd5\uff0c\u5e76\u7ed3\u5408\u5b9e\u9645\u6848\u4f8b\uff0c\u63d0\u4f9b\u4e86\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\u7684\u5168\u9762\u6307\u5bfc\u3002\n  <\/p>\n<p>\n   \u672c\u4e66\u5185\u5bb9\u5b9e\u7528\u6027\u5f3a\uff0c\u9002\u5408\u804c\u573a\u4eba\u58eb\u3001\u8bbe\u8ba1\u5e08\u3001\u77ed\u89c6\u9891\u521b\u4f5c\u8005\u3001\u5b66\u751f\u53ca\u5bf9AI\u6280\u672f\u611f\u5174\u8da3\u7684\u8bfb\u8005\u9605\u8bfb\u3002\u65e0\u8bba\u60a8\u662f\u60f3\u63d0\u5347\u5de5\u4f5c\u6548\u7387\uff0c\u8fd8\u662f\u63a2\u7d22AI\u5728\u4e0d\u540c\u9886\u57df\u7684\u521b\u65b0\u5e94\u7528\uff0c\u672c\u4e66\u90fd\u5c06\u4e3a\u60a8\u63d0\u4f9b\u6e05\u6670\u7684\u5b66\u4e60\u8def\u5f84\u4e0e\u5b9e\u8df5\u65b9\u6cd5\uff0c\u52a9\u60a8\u5728AI\u65f6\u4ee3\u4ece\u5bb9\u5e94\u5bf9\u6311\u6218\uff0c\u628a\u63e1\u673a\u9047\u3002\n  <\/p>\n<h4>\n   <a id=\"_560\"><br \/>\n   <\/a><br \/>\n   \u4f5c\u8005\u7b80\u4ecb<br \/>\n  <\/h4>\n<p>\n   \u5218\u529b\u94ed\uff0c\u804c\u4e1a\u57f9\u8bad\u5e08\uff0c\u5b50\u9c7c\u5de5\u4f5c\u5ba4\u521b\u59cb\u4eba\uff0c\u66fe\u670d\u52a1\u591a\u5bb6\u4e16\u754c500\u5f3a\u4f01\u4e1a\u3002\u56fd\u5185\u8f83\u65e9\u4e00\u6279AI\u5e94\u7528\u8005\uff0c\u65e9\u5e74\u5c31\u7528AI\u6280\u672f\u8f85\u52a9\u5b8c\u6210\u7d2f\u8ba1\u4ef7\u503c\u5343\u4e07\u7684\u89c6\u9891\u8bfe\u7a0b\u5236\u4f5c\uff0c\u79ef\u7d2f\u4e86\u4e30\u5bcc\u5b9e\u6218\u7ecf\u9a8c\u3002\u7cbe\u901a\u57f9\u8bad\u548c\u5b66\u4e60\u6280\u672f\uff0c\u64c5\u957f\u5c06\u590d\u6742\u77e5\u8bc6\u7b80\u5316\uff0c\u8ba9\u8bfb\u8005\u8f7b\u677e\u638c\u63e1AI\u529e\u516c\u6280\u5de7\u3002\n  <\/p>\n<h4>\n   <a id=\"_562\"><br \/>\n   <\/a><br \/>\n   \u76ee\u5f55<br \/>\n  <\/h4>\n<pre><code class=\"prism language-bash\">\u7b2c1\u7ae0 AI\u8ba4\u77e5\uff1a\u79d1\u5b66\u8ba4\u8bc6\u4eba\u5de5\u667a\u80fd\uff0cAI\u5230\u6765\u4e0d\u7126\u8651\n<span class=\"token number\">1<\/span>\uff0e1 \u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u73b0\u72b6\u4e0e\u6982\u5ff5\n<span class=\"token number\">1<\/span>\uff0e1\uff0e1 \u4ec0\u4e48\u662fAI\uff1f\u4ece\u673a\u5668\u5b66\u4e60\u5230\u5927\u6a21\u578b\u7684\u6f14\u8fdb\n<span class=\"token number\">1<\/span>\uff0e1\uff0e2 \u56fd\u5185AI\u53d1\u5c55\u73b0\u72b6\n<span class=\"token number\">1<\/span>\uff0e2 AI\u65f6\u4ee3\u751f\u5b58\u5efa\u8bae\uff1a\u4e09\u8981\u4e09\u4e0d\u8981\n<span class=\"token number\">1<\/span>\uff0e2\uff0e1 \u8981\u5b9a\u671f\u5b66\u4e60\uff0c\u4e0d\u8981\u6301\u7eed\u8ffd\u65b0\n<span class=\"token number\">1<\/span>\uff0e2\uff0e2 \u8981\u5173\u6ce8\u81ea\u8eab\u4e13\u4e1a\u9886\u57df\uff0c\u4e0d\u8981\u8f7b\u6613all <span class=\"token keyword\">in<\/span>\n<span class=\"token number\">1<\/span>\uff0e2\uff0e3 \u8981\u7528\u65f6\u95f4\u89e3\u51b3\u6280\u672f\u95ee\u9898\uff0c\u4e0d\u8981\u7528\u6280\u672f\u89e3\u51b3\u6280\u672f\u95ee\u9898\n<span class=\"token number\">1<\/span>\uff0e3 AI\u5de5\u5177\u7684\u4f7f\u7528\u98ce\u9669\n<span class=\"token number\">1<\/span>\uff0e3\uff0e1 \u6cd5\u5f8b\u98ce\u9669\n<span class=\"token number\">1<\/span>\uff0e3\uff0e2 \u4fe1\u606f\u6cc4\u9732\u98ce\u9669\n<span class=\"token number\">1<\/span>\uff0e3\uff0e3 \u8fc7\u5ea6\u4f9d\u8d56\u98ce\u9669\n\u7b2c2\u7ae0 \u56fd\u5185\u4e3b\u6d41AI\u4ea7\u54c1\u89e3\u6790\n<span class=\"token number\">2<\/span>\uff0e1 \u5bf9\u8bdd\u5927\u6a21\u578b\n<span class=\"token number\">2<\/span>\uff0e2 \u56fe\u50cf\u89c6\u9891\u521b\u4f5c\n<span class=\"token number\">2<\/span>\uff0e2\uff0e1 AI\u56fe\u50cf\u5de5\u5177\n<span class=\"token number\">2<\/span>\uff0e2\uff0e2 AI\u89c6\u9891\u5de5\u5177\n<span class=\"token number\">2<\/span>\uff0e3 AI\u529e\u516c\u5de5\u5177\n<span class=\"token number\">2<\/span>\uff0e4 AI\u5b66\u4e60\u5de5\u5177\n<span class=\"token number\">2<\/span>\uff0e5 AI\u7f16\u7a0b\u5de5\u5177\n\u7b2c3\u7ae0 \u5bf9\u8bdd\u5927\u6a21\u578b\uff1aAI\u5e94\u7528\u57fa\u7840\n<span class=\"token number\">3<\/span>\uff0e1 \u56de\u7b54\u4e0d\u6ee1\u610f\u7684\u6839\u6e90\u662f\u201c\u4fe1\u606f\u5dee\u201d\u2003\n<span class=\"token number\">3<\/span>\uff0e2 AI\u5b66\u4e60\u548c\u4f7f\u7528\u6307\u5357\uff1a\u4f7f\u7528AI\u5b66\u4e60\u7684\u56db\u5927\u539f\u5219\n<span class=\"token number\">3<\/span>\uff0e3 AI\u4f7f\u7528\u57fa\u7840\uff1a\u6587\u672c\u5bf9\u8bdd\u4e0e\u63d0\u793a\u8bcd\n<span class=\"token number\">3<\/span>\uff0e3\uff0e1 \u4ee5DeepSeek\u4e3a\u4f8b\u7684\u5bf9\u8bdd\u5927\u6a21\u578b\u7684\u6ce8\u518c\u6d41\u7a0b\u4e0e\u64cd\u4f5c\u754c\u9762\u4ecb\u7ecd\n<span class=\"token number\">3<\/span>\uff0e3\uff0e2 \u63d0\u793a\u8bcd\u7684\u8bbe\u8ba1\u7ed3\u6784\uff1aRBRP\u7ed3\u6784\n<span class=\"token number\">3<\/span>\uff0e3\uff0e3 \u901a\u7528\u5927\u6a21\u578b\u548c\u63a8\u7406\u5927\u6a21\u578b\u7684\u63d0\u793a\u8bcd\u533a\u522b\n<span class=\"token number\">3<\/span>\uff0e3\uff0e4 \u8fdb\u9636\uff1a\u7528\u201c\u4fe1\u606f\u5dee\u201d\u539f\u7406\u638c\u63e1\u4e0eAI\u5bf9\u8bdd\u7684\u903b\u8f91\n\u7b2c4\u7ae0 AI\u52a9\u529b\u63d0\u5347\u529e\u516c\u6548\u7387\n<span class=\"token number\">4<\/span>\uff0e1 AI\u52a9\u529b\u63d0\u5347\u5b66\u4e60\u6548\u7387\n<span class=\"token number\">4<\/span>\uff0e1\uff0e1 \u5236\u8ba2\u5b66\u4e60\u8ba1\u5212\n<span class=\"token number\">4<\/span>\uff0e1\uff0e2 \u6587\u672c\u7ffb\u8bd1\n<span class=\"token number\">4<\/span>\uff0e1\uff0e3 \u82f1\u8bed\u5b66\u4e60\n<span class=\"token number\">4<\/span>\uff0e1\uff0e4 \u5185\u5bb9\u8f85\u52a9\u7406\u89e3\n<span class=\"token number\">4<\/span>\uff0e1\uff0e5 \u56fe\u6587\u53ca\u89c6\u9891\u603b\u7ed3\n<span class=\"token number\">4<\/span>\uff0e1\uff0e6 \u8fdb\u9636\uff1a\u8d39\u66fc\u5b66\u4e60\u6cd5\u5b9e\u8df5\n<span class=\"token number\">4<\/span>\uff0e1\uff0e7 \u7528 AI\u5236\u4f5c\u601d\u7ef4\u5bfc\u56fe\n<span class=\"token number\">4<\/span>\uff0e2 AI\u52a9\u529b\u76ee\u6807\u7ba1\u7406\n<span class=\"token number\">4<\/span>\uff0e2\uff0e1 \u76ee\u6807\u7ba1\u7406\u7684\u6d41\u7a0b\n<span class=\"token number\">4<\/span>\uff0e2\uff0e2 \u4e2a\u4eba\u76ee\u6807\u7ba1\u7406\n<span class=\"token number\">4<\/span>\uff0e2\uff0e3 \u56e2\u961f\u76ee\u6807\u7ba1\u7406\n<span class=\"token number\">4<\/span>\uff0e3 AI\u52a9\u529b\u5de5\u4f5c\u6c47\u62a5\n<span class=\"token number\">4<\/span>\uff0e3\uff0e1 \u8bbe\u7f6e\u6c47\u62a5\u52a9\u624b\u673a\u5668\u4eba\n<span class=\"token number\">4<\/span>\uff0e3\uff0e2 \u5236\u4f5c\u65e5\u62a5\u3001\u5468\u62a5\u3001\u6708\u62a5\n<span class=\"token number\">4<\/span>\uff0e4 AI\u8f85\u52a9\u6c42\u804c\n<span class=\"token number\">4<\/span>\uff0e4\uff0e1 \u804c\u4e1a\u89c4\u5212\n<span class=\"token number\">4<\/span>\uff0e4\uff0e2 \u7b80\u5386\u4fee\u6539\n<span class=\"token number\">4<\/span>\uff0e4\uff0e3 \u6a21\u62df\u9762\u8bd5\n<span class=\"token number\">4<\/span>\uff0e5 AI\u5ba1\u6838\u548c\u7f16\u5199\u5408\u540c\n<span class=\"token number\">4<\/span>\uff0e5\uff0e1 \u5feb\u901f\u8d77\u8349\u5408\u540c\n<span class=\"token number\">4<\/span>\uff0e5\uff0e2 \u5408\u540c\u5ba1\u6838\n<span class=\"token number\">4<\/span>\uff0e6 AI\u8bb0\u5f55\u4f1a\u8bae\n\u7b2c5\u7ae0 AI\u52a9\u529b\u6587\u6848\u5199\u4f5c\n<span class=\"token number\">5<\/span>\uff0e1 AI\u77ed\u6587\u6848\u5199\u4f5c\n<span class=\"token number\">5<\/span>\uff0e1\uff0e1 \u5e7f\u544a\u6587\u6848\n<span class=\"token number\">5<\/span>\uff0e1\uff0e2 \u670b\u53cb\u5708\u6587\u6848\n<span class=\"token number\">5<\/span>\uff0e1\uff0e3 \u5c0f\u7ea2\u4e66\u6587\u6848\n<span class=\"token number\">5<\/span>\uff0e2 AI\u4e2d\u6587\u6848\u5199\u4f5c\n<span class=\"token number\">5<\/span>\uff0e2\uff0e1 \u65b0\u95fb\u7a3f\n<span class=\"token number\">5<\/span>\uff0e2\uff0e2 \u5546\u4e1a\u6587\n<span class=\"token number\">5<\/span>\uff0e2\uff0e3 \u4e2a\u4eba\u516c\u4f17\u53f7\u6587\u7ae0\n<span class=\"token number\">5<\/span>\uff0e3 AI\u957f\u6587\u6848\u5199\u4f5c\n<span class=\"token number\">5<\/span>\uff0e3\uff0e1 AI\u52a9\u529b\u6545\u4e8b\u521b\u4f5c\n<span class=\"token number\">5<\/span>\uff0e3\uff0e2 AI\u52a9\u529b\u8bba\u6587\u5199\u4f5c\n\u7b2c6\u7ae0 AI\u52a9\u529b\u8868\u683c\u4e0ePPT\u5236\u4f5c\n<span class=\"token number\">6<\/span>\uff0e1 \u7528AI\u4f5c\u4e3a\u8868\u683c\u52a9\u624b\n<span class=\"token number\">6<\/span>\uff0e1\uff0e1 AI\u52a9\u529b\u7b80\u5355\u516c\u5f0f\u7f16\u5199\n<span class=\"token number\">6<\/span>\uff0e1\uff0e2 AI\u52a9\u529b\u590d\u6742\u516c\u5f0f\u7f16\u5199\n<span class=\"token number\">6<\/span>\uff0e1\uff0e3 AI\u52a9\u529b\u6570\u636e\u6807\u8bb0\n<span class=\"token number\">6<\/span>\uff0e1\uff0e4 AI\u52a9\u529bExcel\u5b66\u4e60\n<span class=\"token number\">6<\/span>\uff0e2 \u7528AI\u5b9e\u73b0PPT\u81ea\u52a8\u5316\n<span class=\"token number\">6<\/span>\uff0e2\uff0e1 \u7528\u8baf\u98de\u661f\u706b\u5feb\u901f\u5236\u4f5cPPT\n<span class=\"token number\">6<\/span>\uff0e2\uff0e2 \u7528WPS AI\u5236\u4f5c\u66f4\u9ad8\u8d28\u91cf\u7684PPT\n\u7b2c7\u7ae0 AI\u52a9\u529b\u77ed\u89c6\u9891\u5236\u4f5c\n<span class=\"token number\">7<\/span>\uff0e1 AI\u52a9\u529b\u77ed\u89c6\u9891\u5236\u4f5c\n<span class=\"token number\">7<\/span>\uff0e1\uff0e1 \u77ed\u89c6\u9891\u5236\u4f5c\u7684\u57fa\u672c\u6d41\u7a0b\n<span class=\"token number\">7<\/span>\uff0e1\uff0e2 AI\u52a9\u529b\u77ed\u89c6\u9891\u811a\u672c\u521b\u4f5c\n<span class=\"token number\">7<\/span>\uff0e1\uff0e3 \u526a\u6620\uff1a\u52a9\u529b\u81ea\u52a8\u526a\u8f91\n<span class=\"token number\">7<\/span>\uff0e1\uff0e4 \u9ad8\u8d28\u91cf\u89c6\u9891\u5236\u4f5c\u5de5\u5177\uff1a\u79d2\u521b\n<span class=\"token number\">7<\/span>\uff0e1\uff0e5 <span class=\"token number\">1<\/span>\u5206\u949f\u6210\u7247\u5229\u5668\uff1a\u5ea6\u52a0\u521b\u4f5c\u5de5\u5177\n<span class=\"token number\">7<\/span>\uff0e1\uff0e6 \u7528\u767d\u65e5\u68a6AI\u505a\u52a8\u6001\u6f2b\u753b\n<span class=\"token number\">7<\/span>\uff0e2 AI\u52a9\u529b\u6570\u5b57\u4eba\u76f4\u64ad\n<span class=\"token number\">7<\/span>\uff0e2\uff0e1 \u6570\u5b57\u4eba\u6280\u672f\u6982\u8ff0\n<span class=\"token number\">7<\/span>\uff0e2\uff0e2 \u6570\u5b57\u4eba\u7684\u5e94\u7528\u9886\u57df\n<span class=\"token number\">7<\/span>\uff0e2\uff0e3 \u5982\u4f55\u5236\u4f5c\u4e00\u4e2a\u6570\u5b57\u4eba\n<span class=\"token number\">7<\/span>\uff0e2\uff0e4 \u89c6\u9891\u521b\u4f5c\u5de5\u5177\u2014\u2014\u817e\u8baf\u667a\u5f71\n<span class=\"token number\">7<\/span>\uff0e2\uff0e5 \u5feb\u901f\u5236\u4f5c\u6570\u5b57\u4eba MG\u52a8\u753b\u2014\u2014\u6765\u753b\n<span class=\"token number\">7<\/span>\uff0e2\uff0e6 \u6570\u5b57\u4eba\u77ed\u89c6\u9891\u548c\u76f4\u64ad\u7684\u4f7f\u7528\u5efa\u8bae\n\u7b2c8\u7ae0 AI\u52a9\u529b\u5e73\u9762\u8bbe\u8ba1\u4e0e\u7ed8\u753b\n<span class=\"token number\">8<\/span>\uff0e1 \u6ce8\u518c\u5e76\u767b\u5f55\u5373\u68a6AI\n<span class=\"token number\">8<\/span>\uff0e2 \u5373\u68a6AI\u4e3b\u754c\u9762\u4ecb\u7ecd\n<span class=\"token number\">8<\/span>\uff0e3 \u8fd0\u7528\u5373\u68a6AI\u751f\u56fe\n<span class=\"token number\">8<\/span>\uff0e3\uff0e1 \u6587\u751f\u56fe\n<span class=\"token number\">8<\/span>\uff0e3\uff0e2 \u5fae\u8c03\u56fe\u7247\n<span class=\"token number\">8<\/span>\uff0e3\uff0e3 \u6269\u56fe\n<span class=\"token number\">8<\/span>\uff0e3\uff0e4 \u4e0a\u4f20\u53c2\u8003\u56fe\n<span class=\"token number\">8<\/span>\uff0e3\uff0e5 \u4e0b\u8f7d\u8d85\u6e05\u56fe\u7247\n<span class=\"token number\">8<\/span>\uff0e4 \u98ce\u683c\u8bcd\u7684\u5f71\u54cd\n<span class=\"token number\">8<\/span>\uff0e5 \u5b9e\u6218\u6848\u4f8b\uff1aDeepSeek+\u5373\u68a6AI+\u7a3f\u5b9a\u8bbe\u8ba1\u5feb\u901f\u751f\u6210\u6d77\u62a5\n<\/code><\/pre>\n<h3>\n   <a id=\"DeepSeek_665\"><br \/>\n   <\/a><br \/>\n   \u300aDeepSeek\u4ece\u5165\u95e8\u5230\u7cbe\u901a\u300b<br \/>\n  <\/h3>\n<\/p>\n<blockquote>\n<ul>\n<li>\n     \u4eac\u4e1c\uff1a<br \/>\n     <a href=\"https:\/\/item.jd.com\/14419653.html\" rel=\"nofollow\"><br \/>\n      https:\/\/item.jd.com\/14419653.html<br \/>\n     <\/a>\n    <\/li>\n<li>\n     \u5f53\u5f53\uff1a<br \/>\n     <a href=\"http:\/\/product.dangdang.com\/29875266.html\" rel=\"nofollow\"><br \/>\n      http:\/\/product.dangdang.com\/29875266.html<br \/>\n     <\/a>\n    <\/li>\n<\/ul>\n<\/blockquote>\n<p>\n   DeepSeek\u4fdd\u59c6\u7ea7\u6559\u7a0b<br \/>\n   <br \/>\n   \u96f6\u57fa\u7840\u5165\u95e8\uff0c\u96f6\u6210\u672c\u89e3\u653e\u521b\u4f5c\u529b<br \/>\n   <br \/>\n   \u591a\u6a21\u6001\u9ad8\u6548\u53d8\u73b0<br \/>\n   <br \/>\n   \u52a9\u4f60\u8d70\u5728\u9ad8\u6548\u529e\u516c\u548c\u5546\u4e1a\u53d8\u73b0\u7684\u524d\u6cbf\n  <\/p>\n<p>\n   DeepSeek\u4e00\u672c\u901a\uff01\n  <\/p>\n<h4>\n   <a id=\"_679\"><br \/>\n   <\/a><br \/>\n   \u7f16\u8f91\u63a8\u8350<br \/>\n  <\/h4>\n<p>\n   \u9002\u8bfb\u4eba\u7fa4 \uff1a\u666e\u901a\u8bfb\u8005<br \/>\n   <br \/>\n   \u6613\u7406\u89e3\uff1aDeepSeek\u4fdd\u59c6\u7ea7\u7ea7\u6559\u7a0b\uff0c \u96f6\u57fa\u7840\u5165\u95e8\n  <\/p>\n<p>\n   \u96f6\u6210\u672c\uff1aAI\u7206\u6b3e\u5185\u5bb9\u5168\u81ea\u52a8\u751f\u6210\uff0c\u89e3\u653e\u521b\u4f5c\u529b\n  <\/p>\n<p>\n   \u591a\u6a21\u6001\uff1a\u6570\u5b57\u4eba+\u667a\u80fd\u4f53+\u5de5\u4f5c\u6d41\uff0c\u6253\u9020\u4e13\u4e1a\u7ea7AI\u52a9\u624b\n  <\/p>\n<p>\n   \u80fd\u53d8\u73b0\uff1a\u4ece\u6d41\u91cf\u6316\u6398\u5230\u81ea\u52a8\u5316\u6210\u4ea4\uff0c\u638c\u63e1\u524d\u6cbf\u53d8\u73b0\u8d8b\u52bf\n  <\/p>\n<h4>\n   <a id=\"_689\"><br \/>\n   <\/a><br \/>\n   \u5185\u5bb9\u63d0\u8981<br \/>\n  <\/h4>\n<p>\n   \u5728AI\u6d6a\u6f6e\u5e2d\u5377\u5168\u7403\u7684\u4eca\u5929\uff0cDeepSeek\u4e0d\u4ec5\u80fd\u591f\u63d0\u5347\u5de5\u4f5c\u6548\u7387\uff0c\u66f4\u80fd\u6709\u529b\u8d4b\u80fd\u884c\u4e1a\u53d1\u5c55\u3002<br \/>\n   <br \/>\n   \u672c\u4e66\u4eceAI\u7684\u5386\u53f2\u4e0e\u73b0\u72b6\u8bb2\u8d77\uff0c\u5168\u9762\u5256\u6790\u4e86DeepSeek\u7684\u5e94\u7528\u3002\u7279\u522b\u662f\u5728\u81ea\u5a92\u4f53\u9886\u57df\uff0c\u65e0\u8bba\u662f\u5185\u5bb9\u751f\u4ea7\u3001\u70ed\u70b9\u8ffd\u8e2a\u3001\u591a\u5e73\u53f0\u9002\u914d\uff0c\u8fd8\u662f\u5b9e\u73b0\u5546\u4e1a\u53d8\u73b0\uff0cDeepSeek\u90fd\u4ea7\u751f\u4e86\u91cd\u5927\u5f71\u54cd\u3002\u4e66\u4e2d\u8fd8\u8be6\u7ec6\u4ecb\u7ecd\u4e86DeepSeek\u5de5\u5177\u7684\u4f7f\u7528\u65b9\u6cd5\uff0c\u5305\u62ec\u8d26\u53f7\u914d\u7f6e\u3001\u5bf9\u8bdd\u6280\u5de7\u3001\u5185\u5bb9\u751f\u6210\u7b49\uff0c\u5e76\u901a\u8fc7\u5b9e\u6218\u6848\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528AI\u5b9e\u73b0\u7206\u6b3e\u5185\u5bb9\u521b\u4f5c\u3001\u70ed\u70b9\u8ffd\u8e2a\u548c\u5546\u4e1a\u53d8\u73b0\u3002\u6b64\u5916\uff0c\u4e66\u4e2d\u8fd8\u63a2\u8ba8\u4e86AI\u5728\u77e5\u8bc6\u4ed8\u8d39\u3001\u7535\u5546\u5e26\u8d27\u3001\u672c\u5730\u751f\u6d3b\u7b49\u5782\u76f4\u9886\u57df\u7684\u5e94\u7528\uff0c\u4ee5\u53ca\u5982\u4f55\u901a\u8fc7AI\u6784\u5efa\u79c1\u57df\u6d41\u91cf\u548c\u5b9e\u73b0\u6570\u5b57\u4eba\u76f4\u64ad\u7b49\u524d\u6cbf\u6280\u672f\u7684\u843d\u5730\u3002<br \/>\n   <br \/>\n   \u672c\u4e66\u5185\u5bb9\u901a\u4fd7\u6613\u61c2\uff0c\u9002\u5408\u81ea\u5a92\u4f53\u521b\u4f5c\u8005\u3001\u5185\u5bb9\u8fd0\u8425\u8005\u3001\u7535\u5546\u4ece\u4e1a\u8005\u3001\u8425\u9500\u4eba\u5458\u53ca\u5bf9AI\u6280\u672f\u611f\u5174\u8da3\u7684\u5546\u4e1a\u4eba\u58eb\u3002\u65e0\u8bba\u662f\u5e0c\u671b\u63d0\u5347\u521b\u4f5c\u6548\u7387\u3001\u4f18\u5316\u5546\u4e1a\u7b56\u7565\uff0c\u8fd8\u662f\u63a2\u7d22AI\u5728\u5b9e\u9645\u4e1a\u52a1\u4e2d\u7684\u5e94\u7528\uff0c\u672c\u4e66\u90fd\u80fd\u63d0\u4f9b\u5b9e\u7528\u7684\u6307\u5bfc\u548c\u542f\u53d1\u3002\n  <\/p>\n<h4>\n   <a id=\"_695\"><br \/>\n   <\/a><br \/>\n   \u4f5c\u8005\u7b80\u4ecb<br \/>\n  <\/h4>\n<p>\n   \u95eb\u5bd2\uff0c\u66fe\u5c31\u804c\u4e8e\u4e2d\u56fd\u5de5\u5546\u94f6\u884c\u6570\u636e\u4e2d\u5fc3\u548c\u4e2d\u56fd\u5efa\u8bbe\u94f6\u884c\u6570\u636e\u4e2d\u5fc3\uff0c\u76ee\u524d\u662f\u4e2d\u56fd\u9910\u996e\u884c\u4e1a\u77e5\u540d\u81ea\u5a92\u4f53\u4eba\u53ca\u5916\u5356\u5b9e\u6218\u4e13\u5bb6\uff0c\u7f8e\u56e2\u3001\u997f\u4e86\u4e48\u53cc\u5e73\u53f0\u5b98\u65b9\u7279\u9080\u8bb2\u5e08\uff0c\u4e2d\u56fd\u996d\u5e97\u534f\u4f1a\u5916\u5356\u4e13\u4e1a\u59d4\u5458\u4f1a\u526f\u7406\u4e8b\u957f\uff0c\u51fa\u7248\u7545\u9500\u4e66\u7c4d\u300a\u5916\u5356\u6218\u7565\u300b\u3002\n  <\/p>\n<h4>\n   <a id=\"_697\"><br \/>\n   <\/a><br \/>\n   \u76ee\u5f55<br \/>\n  <\/h4>\n<pre><code class=\"prism language-bash\">\u7b2c <span class=\"token number\">1<\/span> \u7ae0 DeepSeek \u5165\u95e8\uff1a\u5f00\u542f AI \u81ea\u5a92\u4f53\u65f6\u4ee3\n\n<span class=\"token number\">1.1<\/span> \u81ea\u5a92\u4f53\u9886\u57df\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\n\n<span class=\"token number\">1.2<\/span> DeepSeek \u8d26\u53f7\u914d\u7f6e\n\n<span class=\"token number\">1.3<\/span> DeepSeek \u5bf9\u8bdd\u5fc5\u77e5\u63d0\u95ee\u516c\u5f0f\n\n\u7b2c <span class=\"token number\">2<\/span> \u7ae0 \u6838\u5fc3\u529f\u80fd\u7a81\u7834\uff1a\u4ece\u57fa\u7840\u5230\u9ad8\u624b\n\n<span class=\"token number\">2.1<\/span> \u7206\u6b3e\u751f\u6210\u5668\uff1a\u56fe\u6587 \/ \u89c6\u9891\u811a\u672c\u5168\u81ea\u52a8\u751f\u4ea7\n\n<span class=\"token number\">2.2<\/span> \u667a\u80fd\u8c03\u53c2\uff1a\u63d0\u5347\u8f93\u51fa\u8d28\u91cf\u7684\u79d8\u8bc0\n\n<span class=\"token number\">2.3<\/span> \u8de8\u6a21\u6001\u521b\u4f5c\uff1a\u5b9e\u73b0\u56fe\u6587\u8f6c\u89c6\u9891 \/ \u97f3\u9891\n\n<span class=\"token number\">2.4<\/span> \u89c6\u9891\u6570\u636e\u590d\u76d8\uff1a\u89c4\u5f8b\u4e2d\u53d1\u73b0\u4ef7\u503c\n\n\u7b2c <span class=\"token number\">3<\/span> \u7ae0 \u5782\u76f4\u9886\u57df\u5b9e\u6218\uff1a\u89e3\u51b3\u5177\u4f53\u884c\u4e1a\u75db\u70b9\n\n<span class=\"token number\">3.1<\/span> DeepSeek \u8d4b\u80fd\u77e5\u8bc6\u4ed8\u8d39\u9886\u57df\n\n<span class=\"token number\">3.2<\/span> DeepSeek \u8d4b\u80fd\u7535\u5546\u5e26\u8d27\n\n<span class=\"token number\">3.3<\/span> DeepSeek \u8d4b\u80fd\u672c\u5730\u751f\u6d3b\n\n\u7b2c <span class=\"token number\">4<\/span> \u7ae0 \u79c1\u57df\u5185\u5bb9\u751f\u4ea7\uff1a\u6253\u9020\u9ad8\u8f6c\u5316\u5185\u5bb9\u4f53\u7cfb\n\n<span class=\"token number\">4.1<\/span> \u79c1\u57df\u6d41\u91cf\u8fd0\u8425\u5e95\u5c42\u903b\u8f91\n\n<span class=\"token number\">4.2<\/span> DeepSeek \u5b9e\u73b0\u5185\u5bb9\u751f\u4ea7\u6d41\u6c34\u7ebf\n\n<span class=\"token number\">4.3<\/span> DeepSeek \u5b9e\u73b0\u5168\u81ea\u52a8\u5316\u79c1\u57df\u5185\u5bb9\u53d1\u5e03\n\n<span class=\"token number\">4.4<\/span> DeepSeek \u5b9e\u73b0\u79c1\u57df\u81ea\u52a8\u5316\u6210\u4ea4\n\n\u7b2c <span class=\"token number\">5<\/span> \u7ae0 \u6570\u5b57\u4eba\u5e94\u7528\n\n<span class=\"token number\">5.1<\/span> \u6570\u5b57\u4eba\u65f6\u4ee3\uff1a\u77ed\u89c6\u9891\u4e0e\u5185\u5bb9\u751f\u4ea7\u7684\u672a\u6765\n\n<span class=\"token number\">5.2<\/span> \u6570\u5b57\u4eba\u76f4\u64ad\uff1a\u6253\u9020\u6c38\u4e0d\u75b2\u5026\u7684\u9500\u552e\n\n<span class=\"token number\">5.3<\/span> \u6570\u5b57\u4eba\u5728\u7ebf\u6559\u80b2\uff1a\u6c38\u4e0d\u75b2\u5026\u7684\u7535\u5b50\u540d\u5e08\n\n\u7b2c <span class=\"token number\">6<\/span> \u7ae0 \u667a\u80fd\u4f53\n\n<span class=\"token number\">6.1<\/span> \u591a\u91cd\u4eba\u683c\u667a\u80fd\u4f53\n\n<span class=\"token number\">6.2<\/span> \u77e5\u8bc6\u5e93\u52a0\u6301\uff0c\u8ba9 AI \u6210\u4e3a\u4e13\u4e1a\u52a9\u624b\n\n<span class=\"token number\">6.3<\/span> AI \u5de5\u4f5c\u6d41\uff1a\u4ece\u6570\u5b57\u6559\u5e08\u5230\u6570\u5b57\u5458\u5de5\n\n\u7b2c <span class=\"token number\">7<\/span> \u7ae0 \u5546\u4e1a\u53d8\u73b0\u95ed\u73af\uff1a\u4ece\u6d41\u91cf\u5230\u6536\u5165\n\n<span class=\"token number\">7.1<\/span> AI \u9a71\u52a8\u9ad8\u4ef7\u503c\u6d41\u91cf\u6316\u6398\n\n<span class=\"token number\">7.2<\/span> DeepSeek \u5b9e\u73b0\u4ef7\u503c\u9012\u589e\n<\/code><\/pre>\n<\/p><\/div>\n<link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/markdown_views-a5d25dd831.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/style-e504d6a974.css\" rel=\"stylesheet\"\/>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u76ee\u5f55 \u4e00\u3001\u6587\u6863\u5904\u7406\uff1a\u4ece\u6587\u672c\u751f\u6210\u5230\u667a\u80fd\u5408\u89c4\u5ba1\u67e5 1. \u667a\u80fd\u5408\u540c\u751f\u6210\u7cfb\u7edf\uff08Python+DeepSeek\uff09 2 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":215,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-2684","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-18"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DeepSeek+AI\u5de5\u5177\u94fe\uff1a\u91cd\u5851\u9ad8\u6548\u529e\u516c\u7684\u5168\u573a\u666f\u5b9e\u6218\u624b\u518c - \u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/www.wunen.com\/index.php\/2025\/05\/24\/deepseekai\u5de5\u5177\u94fe\uff1a\u91cd\u5851\u9ad8\u6548\u529e\u516c\u7684\u5168\u573a\u666f\u5b9e\u6218\u624b\u518c\/\" \/>\n<meta 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