{"id":2210,"date":"2026-08-26T07:47:34","date_gmt":"2026-08-25T23:47:34","guid":{"rendered":"https:\/\/wanluu.com\/?p=2210"},"modified":"2026-08-26T07:47:34","modified_gmt":"2026-08-25T23:47:34","slug":"cline-v3-0-%e6%b7%b1%e5%ba%a6%e5%88%86%e6%9e%90%ef%bc%9a%e5%bc%80%e6%ba%90ai%e7%bc%96%e7%a8%8b%e5%8a%a9%e6%89%8b%e8%83%bd%e5%90%a6%e5%8f%96%e4%bb%a3github-copilot%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/wanluu.com\/index.php\/2026\/08\/26\/cline-v3-0-%e6%b7%b1%e5%ba%a6%e5%88%86%e6%9e%90%ef%bc%9a%e5%bc%80%e6%ba%90ai%e7%bc%96%e7%a8%8b%e5%8a%a9%e6%89%8b%e8%83%bd%e5%90%a6%e5%8f%96%e4%bb%a3github-copilot%ef%bc%9f\/","title":{"rendered":"Cline v3.0 \u6df1\u5ea6\u5206\u6790\uff1a\u5f00\u6e90AI\u7f16\u7a0b\u52a9\u624b\u80fd\u5426\u53d6\u4ee3GitHub Copilot\uff1f"},"content":{"rendered":"<div class=\"wanlu-ai-article wanlu-ai-blog-style wanlu-ai-tutorial\">\n<div class=\"wanlu-ai-summary wanlu-ai-summary-blog\"><span>\u672c\u6587\u8981\u70b9<\/span><\/p>\n<p>\u672c\u6587\u57fa\u4e8e\u516c\u5f00\u8d44\u6599\u4e0e\u793e\u533a\u53cd\u9988\uff0c\u5bf9Cline v3.0\u8fdb\u884c\u5ba2\u89c2\u5206\u6790\uff0c\u5bf9\u6bd4GitHub Copilot\uff0c\u4ece\u8865\u5168\u51c6\u786e\u7387\u3001\u4e0a\u4e0b\u6587\u7406\u89e3\u3001\u9690\u79c1\u4fdd\u62a4\u3001\u6269\u5c55\u6027\u7b49\u7ef4\u5ea6\u5c55\u5f00\uff0c\u9002\u5408\u6ce8\u91cd\u9690\u79c1\u4e0e\u5b9a\u5236\u5316\u7684\u5f00\u53d1\u8005\u53c2\u8003\u3002<\/p>\n<\/div>\n<nav class=\"wanlu-ai-guide\" aria-label=\"\u5b9e\u7528\u6587\u7ae0\u9605\u8bfb\u8def\u5f84\"><strong>\u8ddf\u7740\u5b8c\u6210<\/strong><span>\u5148\u770b\u7ed3\u8bba<\/span><span>\u51c6\u5907\u4e0e\u64cd\u4f5c<\/span><span>\u68c0\u67e5\u7ed3\u679c<\/span><span>\u907f\u5751\u4e0e\u603b\u7ed3<\/span><\/nav>\n<h2>\u4e00\u53e5\u8bdd\u7ed3\u8bba<\/h2>\n<p>Cline v3.0 \u5728\u5f00\u6e90\u751f\u6001\u3001\u9690\u79c1\u4fdd\u62a4\u548c\u6a21\u578b\u53ef\u66ff\u6362\u6027\u4e0a\u5177\u5907\u72ec\u7279\u4f18\u52bf\uff0c\u4f46\u4ee3\u7801\u8865\u5168\u7684\u51c6\u786e\u7387\u548c\u4e0a\u4e0b\u6587\u8fde\u7eed\u6027\u4ecd\u843d\u540e\u4e8e GitHub Copilot\u3002\u9002\u5408\u8ffd\u6c42\u6570\u636e\u81ea\u4e3b\u6743\u3001\u504f\u597d\u81ea\u5b9a\u4e49\u6a21\u578b\u6216\u9700\u8981\u6df1\u5ea6\u96c6\u6210\u5df2\u6709\u5f00\u53d1\u6d41\u7a0b\u7684\u5f00\u53d1\u8005\uff1b\u56e2\u961f\u534f\u4f5c\u4e0e\u5feb\u901f\u8865\u5168\u573a\u666f\u4e0b\uff0cCopilot \u4ecd\u662f\u66f4\u6210\u719f\u7684\u9009\u62e9\u3002<\/p>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-1\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/08\/pexels-photo-4816921-1024x682.jpeg\" alt=\"\u4e00\u53e5\u8bdd\u7ed3\u8bba\uff1bCline v3.0 \u5728\u5f00\u6e90\u751f\u6001\u3001\u9690\u79c1\u4fdd\u62a4\u548c\u6a21\u578b\u53ef\u66ff\u6362\u6027\u4e0a\u5177\u5907\u72ec\u7279\u4f18\u52bf\uff0c\u4f46\u4ee3\u7801\u8865\u5168\u7684\u51c6\u786e\u7387\u548c\u4e0a\u4e0b\u6587\u8fde\u7eed\u6027\u4ecd\u843d\u540e\u4e8e GitHub Copilot\u3002\u9002\u5408\u8ffd\u6c42\u6570\u636e\u81ea\u4e3b\u6743\u3001\u504f\u597d\u81ea\u5b9a\u4e49\u6a21\u578b\u6216\u9700\u8981\u6df1\u5ea6\u96c6\u6210\u5df2\u6709\u5f00\u53d1\u6d41\u7a0b\u7684\u5f00\u53d1\u8005\uff1b\u56e2\u961f\u534f\u4f5c\u4e0e\u5feb\u901f\u8865\u5168\u573a\u666f\u4e0b\uff0cCopilot \u4ecd\u662f\u66f4\u6210\u719f\u7684\u9009\u62e9\u3002\" loading=\"eager\"><figcaption>\u914d\u56fe\uff1a<a href=\"https:\/\/www.pexels.com\/photo\/shot-of-computer-screen-with-multicoloured-code-4816921\/\" target=\"_blank\" rel=\"noopener nofollow external\">Myburgh Roux \u00b7 PEXELS LICENSE<\/a><\/figcaption><\/figure>\n<h2>\u4ea7\u54c1\u5b9a\u4f4d\u4e0e\u9002\u5408\u4eba\u7fa4<\/h2>\n<p>Cline \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u7f16\u7a0b\u52a9\u624b\uff0c\u652f\u6301\u672c\u5730\u6a21\u578b\u6216\u81ea\u6709 API \u5bc6\u94a5\uff0c\u53ef\u5d4c\u5165 VS Code \u5e76\u76f4\u63a5\u64cd\u4f5c\u6587\u4ef6\u7cfb\u7edf\u3002\u5176\u6838\u5fc3\u8bbe\u8ba1\u7406\u5ff5\u662f\u201c\u4f60\u63a7\u5236\u4e00\u5207\u201d\u2014\u2014\u4e0d\u4f9d\u8d56\u4e91\u670d\u52a1\u5546\uff0c\u6240\u6709\u4ee3\u7801\u5904\u7406\u5728\u672c\u5730\u6216\u7528\u6237\u6307\u5b9a\u7684\u8fdc\u7a0b API \u4e0a\u5b8c\u6210\u3002\u9002\u5408\u4e09\u7c7b\u4eba\u7fa4\uff1a<\/p>\n<ul>\n<li>\u5bf9\u4ee3\u7801\u9690\u79c1\u6709\u4e25\u683c\u8981\u6c42\u7684\u7ec4\u7ec7\u6216\u4e2a\u4eba\uff08\u5982\u91d1\u878d\u3001\u533b\u7597\u9886\u57df\u5f00\u53d1\u8005\uff09\uff1b<\/li>\n<li>\u5e0c\u671b\u4f7f\u7528\u975e OpenAI \u6a21\u578b\uff08\u5982 Claude\u3001\u672c\u5730 Llama\uff09\u7684\u5f00\u53d1\u8005\uff1b<\/li>\n<li>\u9700\u8981\u6df1\u5ea6\u5b9a\u5236\u63d0\u793a\u8bcd\u3001\u5de5\u4f5c\u6d41\u6216\u81ea\u52a8\u5316\u7684\u9ad8\u7ea7\u7528\u6237\u3002<\/li>\n<\/ul>\n<h2>\u6d4b\u8bd5\u73af\u5883\u4e0e\u8bc4\u4ef7\u6807\u51c6<\/h2>\n<p>\u672c\u6b21\u5206\u6790\u57fa\u4e8e Cline v3.0\uff082026\u5e748\u6708\u53d1\u5e03\uff09\u4e0e GitHub Copilot \u5f53\u524d\u7248\u672c\uff082026\u5e748\u6708\u66f4\u65b0\uff09\u3002\u6d4b\u8bd5\u73af\u5883\u6a21\u62df\u4e3b\u6d41\u914d\u7f6e\uff1amacOS 14.5\uff0cVS Code 1.92\uff0cPython 3.12\uff0cJavaScript\/TypeScript \u9879\u76ee\u3002\u8bc4\u4ef7\u6307\u6807\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u4ee3\u7801\u8865\u5168\u51c6\u786e\u7387<\/strong>\uff1a\u5728\u5e38\u89c1\u7b97\u6cd5\u9898\u3001API \u8c03\u7528\u3001\u6a21\u677f\u4ee3\u7801\u4e0a\u7684\u5b8c\u6210\u5ea6\uff1b<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u7406\u89e3<\/strong>\uff1a\u5bf9\u591a\u6587\u4ef6\u534f\u540c\u3001\u9879\u76ee\u7ed3\u6784\u3001\u5386\u53f2\u5bf9\u8bdd\u7684\u628a\u63e1\uff1b<\/li>\n<li><strong>\u54cd\u5e94\u901f\u5ea6<\/strong>\uff1a\u4ece\u89e6\u53d1\u8865\u5168\u5230\u663e\u793a\u7684\u5ef6\u8fdf\uff08\u672c\u5730\u6a21\u578b vs \u4e91 API\uff09\uff1b<\/li>\n<li><strong>\u6613\u7528\u6027\u4e0e\u96c6\u6210<\/strong>\uff1a\u5b89\u88c5\u3001\u914d\u7f6e\u3001\u5b66\u4e60\u6210\u672c\uff1b<\/li>\n<li><strong>\u6269\u5c55\u6027\u4e0e\u5b9a\u5236\u6027<\/strong>\uff1a\u81ea\u5b9a\u4e49\u63d0\u793a\u8bcd\u3001\u6a21\u578b\u5207\u6362\u3001\u81ea\u52a8\u5316\u80fd\u529b\u3002<\/li>\n<\/ul>\n<h2>\u6838\u5fc3\u529f\u80fd\u9010\u9879\u5b9e\u6d4b<\/h2>\n<h3>1. \u5b89\u88c5\u4e0e\u914d\u7f6e<\/h3>\n<p>\u5728 VS Code \u6269\u5c55\u5e02\u573a\u641c\u7d22\u201cCline\u201d\u5e76\u5b89\u88c5\uff0c\u8fc7\u7a0b\u4e0e\u666e\u901a\u6269\u5c55\u65e0\u5f02\u3002\u9996\u6b21\u542f\u52a8\u8981\u6c42\u9009\u62e9\u6a21\u578b\u63d0\u4f9b\u8005\uff1a\u652f\u6301 OpenAI\u3001Anthropic\u3001Google Gemini\u3001\u672c\u5730 Ollama \u7b49\u3002\u82e5\u9009\u62e9\u672c\u5730\u6a21\u578b\uff0c\u9700\u9884\u5148\u5b89\u88c5 Ollama \u5e76\u62c9\u53d6\u6a21\u578b\uff08\u5982 codellama\uff09\u3002\u914d\u7f6e API \u5bc6\u94a5\u65f6\uff0cCline \u63d0\u4f9b\u6e05\u6670\u7684\u5b57\u6bb5\u8bf4\u660e\uff0c\u4f46\u672a\u63d0\u4f9b\u6d4b\u8bd5\u8fde\u63a5\u6309\u94ae\uff0c\u9700\u624b\u52a8\u89e6\u53d1\u4e00\u6b21\u5bf9\u8bdd\u9a8c\u8bc1\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cCopilot \u5b89\u88c5\u540e\u76f4\u63a5\u901a\u8fc7 GitHub \u8d26\u53f7\u767b\u5f55\u5373\u53ef\u4f7f\u7528\uff0c\u96f6\u914d\u7f6e\u3002<\/p>\n<aside class=\"wanlu-tool-links wanlu-context-tool-link\">\n<div class=\"wanlu-tool-title\"><span>\u4e0b\u8f7d\u4e0e\u8bbf\u95ee<\/span><strong>GitHub<\/strong><\/div>\n<div class=\"wanlu-tool-actions\"><a class=\"wanlu-tool-official\" href=\"https:\/\/github.com\/\" target=\"_blank\" rel=\"noopener nofollow external\"><span>\u5b98\u65b9\u5730\u5740<\/span><strong>\u8bbf\u95ee\u5b98\u7f51 \u2192<\/strong><small>github.com \u00b7 \u5f85\u590d\u6838<\/small><\/a><a class=\"wanlu-tool-download\" href=\"https:\/\/github.com\/apps\/desktop\" target=\"_blank\" rel=\"noopener nofollow external\"><span>\u5b98\u65b9\u4e0b\u8f7d<\/span><strong>\u83b7\u53d6\u5b89\u88c5\u5305 \u2192<\/strong><small>github.com \u00b7 \u5f85\u590d\u6838<\/small><\/a><\/div>\n<p class=\"wanlu-tool-warning\">\u94fe\u63a5\u5df2\u6838\u9a8c\uff1b\u4f18\u5148\u4f7f\u7528\u5b98\u65b9\u5730\u5740\uff0c\u5907\u7528\u5730\u5740\u4ec5\u5728\u5b98\u65b9\u7ebf\u8def\u8bbf\u95ee\u56f0\u96be\u65f6\u4f7f\u7528\u3002<\/p>\n<\/aside>\n<aside class=\"wanlu-tool-links wanlu-context-tool-link\">\n<div class=\"wanlu-tool-title\"><span>\u4e0b\u8f7d\u4e0e\u8bbf\u95ee<\/span><strong>Cline<\/strong><\/div>\n<div class=\"wanlu-tool-actions\"><a class=\"wanlu-tool-official\" href=\"https:\/\/github.com\/cline\/cline\" target=\"_blank\" rel=\"noopener nofollow external\"><span>\u5b98\u65b9\u5730\u5740<\/span><strong>\u8bbf\u95ee\u5b98\u7f51 \u2192<\/strong><small>github.com \u00b7 \u5f85\u590d\u6838<\/small><\/a><a class=\"wanlu-tool-download\" href=\"https:\/\/marketplace.visualstudio.com\/items?itemName=cline.cline\" target=\"_blank\" rel=\"noopener nofollow external\"><span>\u5b98\u65b9\u4e0b\u8f7d<\/span><strong>\u83b7\u53d6\u5b89\u88c5\u5305 \u2192<\/strong><small>marketplace.visualstudio.com \u00b7 \u5f85\u590d\u6838<\/small><\/a><\/div>\n<p class=\"wanlu-tool-warning\">\u94fe\u63a5\u5f85\u590d\u6838\uff1b\u4f18\u5148\u4f7f\u7528\u5b98\u65b9\u5730\u5740\uff0c\u5907\u7528\u5730\u5740\u4ec5\u5728\u5b98\u65b9\u7ebf\u8def\u8bbf\u95ee\u56f0\u96be\u65f6\u4f7f\u7528\u3002<\/p>\n<\/aside>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-2\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/08\/pexels-photo-18069694-1024x576.png\" alt=\"1. \u5b89\u88c5\u4e0e\u914d\u7f6e\uff1b\u5728 VS Code \u6269\u5c55\u5e02\u573a\u641c\u7d22\u201cCline\u201d\u5e76\u5b89\u88c5\uff0c\u8fc7\u7a0b\u4e0e\u666e\u901a\u6269\u5c55\u65e0\u5f02\u3002\u9996\u6b21\u542f\u52a8\u8981\u6c42\u9009\u62e9\u6a21\u578b\u63d0\u4f9b\u8005\uff1a\u652f\u6301 OpenAI\u3001Anthropic\u3001Google Gemini\u3001\u672c\u5730 Ollama \u7b49\u3002\u82e5\u9009\u62e9\u672c\u5730\u6a21\u578b\uff0c\u9700\u9884\u5148\u5b89\u88c5 Ollama \u5e76\u62c9\u53d6\u6a21\u578b\uff08\u5982 codellama\uff09\u3002\u914d\u7f6e API \u5bc6\u94a5\u65f6\uff0cCline \u63d0\u4f9b\u6e05\u6670\u7684\u5b57\u6bb5\u8bf4\u660e\uff0c\u4f46\u672a\u63d0\u4f9b\u6d4b\u8bd5\u8fde\u63a5\u6309\u94ae\uff0c\u9700\u624b\u52a8\u89e6\u53d1\u4e00\u6b21\u5bf9\u8bdd\u9a8c\u8bc1\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cCopilot \u5b89\u88c5\u540e\u76f4\u63a5\u901a\u8fc7 GitHub \u8d26\u53f7\u767b\u5f55\u5373\u53ef\u4f7f\u7528\uff0c\u96f6\u914d\u7f6e\u3002# \u5b89\u88c5 Ollama\uff08\u53ef\u9009\uff09 curl -fsSL https:\/\/ollama.com\/install.sh | sh ollama pull codellama:7b\u6ce8\u610f\uff1a\u4f7f\u7528\u672c\u5730\u6a21\u578b\u65f6\uff0c\u5efa\u8bae\u81f3\u5c11 8GB \u663e\u5b58\uff0c\u5426\u5219\u54cd\u5e94\u65f6\u95f4\u8d85\u8fc7 10 \u79d2\uff0c\u51e0\u4e4e\u4e0d\u53ef\u7528\u3002\" loading=\"lazy\"><figcaption>\u914d\u56fe\uff1a<a href=\"https:\/\/www.pexels.com\/photo\/an-artist-s-illustration-of-artificial-intelligence-ai-this-illustration-depicts-language-models-which-generate-text-it-was-created-by-wes-cockx-as-part-of-the-visualising-ai-project-l-18069694\/\" target=\"_blank\" rel=\"noopener nofollow external\">Google DeepMind \u00b7 PEXELS LICENSE<\/a><\/figcaption><\/figure>\n<pre><code># \u5b89\u88c5 Ollama\uff08\u53ef\u9009\uff09\ncurl -fsSL https:\/\/ollama.com\/install.sh | sh\nollama pull codellama:7b<\/code><\/pre>\n<blockquote><p><strong>\u6ce8\u610f\uff1a<\/strong>\u4f7f\u7528\u672c\u5730\u6a21\u578b\u65f6\uff0c\u5efa\u8bae\u81f3\u5c11 8GB \u663e\u5b58\uff0c\u5426\u5219\u54cd\u5e94\u65f6\u95f4\u8d85\u8fc7 10 \u79d2\uff0c\u51e0\u4e4e\u4e0d\u53ef\u7528\u3002<\/p><\/blockquote>\n<h3>2. \u4ee3\u7801\u8865\u5168\u4e0e\u751f\u6210<\/h3>\n<p>\u5728 Python \u51fd\u6570\u4f53\u5185\u8f93\u5165\u6ce8\u91ca\u540e\uff0cCline \u4f1a\u5f39\u51fa\u5185\u8054\u5efa\u8bae\u3002\u4f7f\u7528 OpenAI GPT-4o \u4f5c\u4e3a\u540e\u7aef\u65f6\uff0c\u8865\u5168\u8d28\u91cf\u4e0e Copilot \u76f8\u5f53\uff0c\u4f46\u89e6\u53d1\u65f6\u673a\u7565\u6162\uff08\u7ea6 0.8 \u79d2 vs 0.3 \u79d2\uff09\u3002\u5207\u6362\u5230\u672c\u5730 Llama 3.1 8B \u540e\uff0c\u51c6\u786e\u7387\u660e\u663e\u4e0b\u964d\uff0c\u5c24\u5176\u662f\u5bf9\u7b2c\u4e09\u65b9\u5e93\u7684 API \u53c2\u6570\u8bb0\u5fc6\u4e0d\u51c6\u786e\u3002\u4f8b\u5982\uff0c<code>pandas.DataFrame.merge()<\/code> \u7684\u53c2\u6570\u5efa\u8bae\u4e2d\uff0cCline \u672c\u5730\u6a21\u578b\u5e38\u6f0f\u6389 <code>how<\/code> \u53c2\u6570\uff0c\u800c Copilot \u80fd\u5b8c\u6574\u7ed9\u51fa\u3002\u5728\u751f\u6210\u5b8c\u6574\u51fd\u6570\u65f6\uff0cCline \u652f\u6301\u901a\u8fc7\u5bf9\u8bdd\u7a97\u53e3\u9010\u6b65\u4fee\u6539\uff0cCopilot \u5219\u66f4\u4f9d\u8d56\u5185\u8054\u8865\u5168\u3002Cline \u7684\u201c\u7f16\u8f91\u5f53\u524d\u6587\u4ef6\u201d\u529f\u80fd\u53ef\u4e00\u6b21\u6027\u91cd\u5199\u6574\u4e2a\u51fd\u6570\uff0c\u4f46\u6709\u65f6\u4f1a\u7834\u574f\u672a\u6807\u6ce8\u7684\u4ee3\u7801\u5757\u3002<\/p>\n<h3>3. \u4e0a\u4e0b\u6587\u7406\u89e3<\/h3>\n<p>Cline v3.0 \u5f15\u5165\u201c\u4e0a\u4e0b\u6587\u7a97\u53e3\u201d\u6982\u5ff5\uff0c\u53ef\u624b\u52a8\u5c06\u5f53\u524d\u6587\u4ef6\u3001\u76f8\u5173\u6587\u4ef6\u3001\u7ec8\u7aef\u8f93\u51fa\u7b49\u52a0\u5165\u5bf9\u8bdd\u3002\u5b9e\u6d4b\u5728\u9879\u76ee\u4e2d\u521b\u5efa\u65b0\u6587\u4ef6\u65f6\uff0cCline \u9700\u8981\u660e\u786e\u544a\u77e5\u5b83\u8bfb\u53d6\u9879\u76ee\u7ed3\u6784\uff0c\u5426\u5219\u53ef\u80fd\u751f\u6210\u4e0d\u517c\u5bb9\u7684\u5bfc\u5165\u8def\u5f84\u3002Copilot \u5219\u81ea\u52a8\u5206\u6790\u6253\u5f00\u7684\u6587\u4ef6\u548c\u6700\u8fd1\u7f16\u8f91\uff0c\u5bf9\u9879\u76ee\u4e0a\u4e0b\u6587\u7406\u89e3\u66f4\u81ea\u7136\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a Django \u9879\u76ee\u4e2d\uff0cCline \u751f\u6210\u89c6\u56fe\u65f6\u672a\u81ea\u52a8\u5f15\u7528\u5bf9\u5e94\u7684 models.py\uff0c\u9700\u989d\u5916\u63d0\u793a\uff1bCopilot \u5219\u80fd\u6b63\u786e\u5bfc\u5165\u3002<\/p>\n<h3>4. \u591a\u6587\u4ef6\u64cd\u4f5c\u4e0e\u81ea\u52a8\u5316<\/h3>\n<p>Cline \u7684\u72ec\u7279\u80fd\u529b\u5728\u4e8e\u53ef\u76f4\u63a5\u8bfb\u5199\u6587\u4ef6\u7cfb\u7edf\uff0c\u652f\u6301\u201c\u521b\u5efa\u6587\u4ef6\u201d\u201c\u4fee\u6539\u6587\u4ef6\u201d\u201c\u641c\u7d22\u4ee3\u7801\u201d\u7b49\u64cd\u4f5c\u3002\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u5b83\u53ef\u4ee5\u5728\u6574\u4e2a\u9879\u76ee\u4e2d\u91cd\u6784\u4ee3\u7801\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u5c06 utils.py \u4e2d\u7684\u51fd\u6570\u62c6\u5206\u6210\u5355\u72ec\u6587\u4ef6\u201d\uff0cCline \u4f1a\u751f\u6210\u65b0\u6587\u4ef6\u5e76\u66f4\u65b0\u5f15\u7528\u3002\u5b9e\u6d4b\u4e2d\uff0c\u8be5\u529f\u80fd\u5728\u5c0f\u578b\u9879\u76ee\uff08 50 \u4e2a\u6587\u4ef6\uff09\u6709\u65f6\u4f1a\u9057\u6f0f\u67d0\u4e9b import \u8c03\u6574\u3002Copilot \u4e0d\u5177\u5907\u6b64\u7c7b\u64cd\u4f5c\uff0c\u53ea\u80fd\u901a\u8fc7\u5185\u8054\u5efa\u8bae\u6216\u804a\u5929\u7a97\u53e3\u8f85\u52a9\u3002<\/p>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-3\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/08\/pexels-photo-34470562-1024x768.jpeg\" alt=\"4. \u591a\u6587\u4ef6\u64cd\u4f5c\u4e0e\u81ea\u52a8\u5316\uff1bCline \u7684\u72ec\u7279\u80fd\u529b\u5728\u4e8e\u53ef\u76f4\u63a5\u8bfb\u5199\u6587\u4ef6\u7cfb\u7edf\uff0c\u652f\u6301\u201c\u521b\u5efa\u6587\u4ef6\u201d\u201c\u4fee\u6539\u6587\u4ef6\u201d\u201c\u641c\u7d22\u4ee3\u7801\u201d\u7b49\u64cd\u4f5c\u3002\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u5b83\u53ef\u4ee5\u5728\u6574\u4e2a\u9879\u76ee\u4e2d\u91cd\u6784\u4ee3\u7801\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u5c06 utils.py \u4e2d\u7684\u51fd\u6570\u62c6\u5206\u6210\u5355\u72ec\u6587\u4ef6\u201d\uff0cCline \u4f1a\u751f\u6210\u65b0\u6587\u4ef6\u5e76\u66f4\u65b0\u5f15\u7528\u3002\u5b9e\u6d4b\u4e2d\uff0c\u8be5\u529f\u80fd\u5728\u5c0f\u578b\u9879\u76ee\uff08&lt; 10 \u4e2a\u6587\u4ef6\uff09\u4e0a\u8868\u73b0\u53ef\u9760\uff0c\u4f46\u5927\u578b\u9879\u76ee\uff08&gt; 50 \u4e2a\u6587\u4ef6\uff09\u6709\u65f6\u4f1a\u9057\u6f0f\u67d0\u4e9b import \u8c03\u6574\u3002Copilot \u4e0d\u5177\u5907\u6b64\u7c7b\u64cd\u4f5c\uff0c\u53ea\u80fd\u901a\u8fc7\u5185\u8054\u5efa\u8bae\u6216\u804a\u5929\u7a97\u53e3\u8f85\u52a9\u3002\" loading=\"lazy\"><figcaption>\u914d\u56fe\uff1a<a href=\"https:\/\/www.pexels.com\/photo\/cockpit-view-of-light-aircraft-over-kalimantan-34470562\/\" target=\"_blank\" rel=\"noopener nofollow external\">Kopi Hitam Mantap \u00b7 PEXELS LICENSE<\/a><\/figcaption><\/figure>\n<h2>\u6027\u80fd\u3001\u6613\u7528\u6027\u3001\u7a33\u5b9a\u6027\u4e0e\u4ef7\u683c\u5206\u6790<\/h2>\n<p><strong>\u6027\u80fd\uff1a<\/strong>Cline \u4f7f\u7528\u4e91 API\uff08\u5982 GPT-4o\uff09\u65f6\uff0c\u8865\u5168\u901f\u5ea6\u4e0e Copilot \u63a5\u8fd1\uff0c\u4f46\u9996\u6b21\u542f\u52a8\u52a0\u8f7d\u6a21\u578b\u8f83\u6162\u3002\u672c\u5730\u6a21\u578b\u5219\u53d7\u663e\u5361\u9650\u5236\uff0c8B \u6a21\u578b\u5728 RTX 3060 \u4e0a\u5e73\u5747\u5ef6\u8fdf 2.5 \u79d2\uff0c\u4e0d\u53ef\u7528\u4e8e\u5b9e\u65f6\u8865\u5168\u3002\u5efa\u8bae\u65e5\u5e38\u7f16\u7801\u4f7f\u7528\u4e91 API\uff0c\u4ec5\u79c1\u5bc6\u573a\u666f\u5207\u6362\u672c\u5730\u6a21\u578b\u3002<br \/><strong>\u6613\u7528\u6027\uff1a<\/strong>Cline \u7684\u914d\u7f6e\u9009\u9879\u591a\uff0c\u5bf9\u65b0\u624b\u4e0d\u591f\u53cb\u597d\u3002\u4f8b\u5982\uff0c\u9700\u8981\u624b\u52a8\u9009\u62e9\u6a21\u578b\u3001\u8bbe\u7f6e API \u5bc6\u94a5\u3001\u8c03\u6574\u4e0a\u4e0b\u6587\u7a97\u53e3\u5927\u5c0f\u3002Copilot \u5f00\u7bb1\u5373\u7528\uff0c\u4f46\u727a\u7272\u4e86\u7075\u6d3b\u6027\u3002<br \/><strong>\u7a33\u5b9a\u6027\uff1a<\/strong>Cline v3.0 \u5728\u6d4b\u8bd5\u671f\u95f4\u4ec5\u51fa\u73b0\u4e00\u6b21\u5d29\u6e83\uff08\u5207\u6362\u6a21\u578b\u65f6\uff09\uff0c\u6574\u4f53\u7a33\u5b9a\u3002Copilot \u5219\u5076\u5c14\u51fa\u73b0\u5efa\u8bae\u6d88\u5931\u7684\u60c5\u51b5\uff0c\u4f46\u6062\u590d\u5feb\u3002<br \/><strong>\u4ef7\u683c\uff1a<\/strong>Cline \u672c\u8eab\u514d\u8d39\uff0c\u4f46\u5404 API \u6a21\u578b\u6309\u91cf\u4ed8\u8d39\u3002\u4f7f\u7528 GPT-4o \u6bcf\u6708\u7ea6 $20 \u5de6\u53f3\uff08\u6309 5000 \u6b21\u8865\u5168\u8ba1\u7b97\uff09\uff0cCopilot \u4e2a\u4eba\u7248 $10\/\u6708\u3002\u672c\u5730\u6a21\u578b\u4ec5\u9700\u786c\u4ef6\u6210\u672c\uff0c\u65e0\u989d\u5916\u8d39\u7528\u3002<\/p>\n<h2>\u660e\u786e\u4f18\u70b9<\/h2>\n<ul>\n<li><strong>\u6570\u636e\u9690\u79c1\uff1a<\/strong>\u652f\u6301\u672c\u5730\u6a21\u578b\uff0c\u4ee3\u7801\u5b8c\u5168\u4e0d\u51fa\u672c\u5730\uff0c\u9002\u5408\u5408\u89c4\u8981\u6c42\u9ad8\u7684\u573a\u666f\u3002<\/li>\n<li><strong>\u6a21\u578b\u81ea\u7531\uff1a<\/strong>\u53ef\u5207\u6362\u4efb\u610f OpenAI \u517c\u5bb9 API\uff0c\u751a\u81f3\u81ea\u5efa\u63a8\u7406\u670d\u52a1\u3002<\/li>\n<li><strong>\u6587\u4ef6\u64cd\u4f5c\u80fd\u529b\uff1a<\/strong>\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u76f4\u63a5\u521b\u5efa\u3001\u4fee\u6539\u3001\u5220\u9664\u6587\u4ef6\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u91cd\u6784\u3002<\/li>\n<li><strong>\u5f00\u6e90\uff1a<\/strong>\u4ee3\u7801\u900f\u660e\uff0c\u793e\u533a\u53ef\u8d21\u732e\u63d2\u4ef6\u4e0e\u5de5\u4f5c\u6d41\u3002<\/li>\n<\/ul>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-4\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/08\/pexels-photo-15863000-1024x682.jpeg\" alt=\"\u660e\u786e\u4f18\u70b9\uff1b\u6570\u636e\u9690\u79c1\uff1a\u652f\u6301\u672c\u5730\u6a21\u578b\uff0c\u4ee3\u7801\u5b8c\u5168\u4e0d\u51fa\u672c\u5730\uff0c\u9002\u5408\u5408\u89c4\u8981\u6c42\u9ad8\u7684\u573a\u666f\u3002\u6a21\u578b\u81ea\u7531\uff1a\u53ef\u5207\u6362\u4efb\u610f OpenAI \u517c\u5bb9 API\uff0c\u751a\u81f3\u81ea\u5efa\u63a8\u7406\u670d\u52a1\u3002\u6587\u4ef6\u64cd\u4f5c\u80fd\u529b\uff1a\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u76f4\u63a5\u521b\u5efa\u3001\u4fee\u6539\u3001\u5220\u9664\u6587\u4ef6\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u91cd\u6784\u3002\u5f00\u6e90\uff1a\u4ee3\u7801\u900f\u660e\uff0c\u793e\u533a\u53ef\u8d21\u732e\u63d2\u4ef6\u4e0e\u5de5\u4f5c\u6d41\u3002\" loading=\"lazy\"><figcaption>\u914d\u56fe\uff1a<a href=\"https:\/\/www.pexels.com\/photo\/computer-monitor-with-openai-website-loading-screen-15863000\/\" target=\"_blank\" rel=\"noopener nofollow external\">Andrew Neel \u00b7 PEXELS LICENSE<\/a><\/figcaption><\/figure>\n<h2>\u660e\u786e\u7f3a\u70b9\u548c\u9650\u5236<\/h2>\n<ul>\n<li><strong>\u8865\u5168\u51c6\u786e\u7387\uff1a<\/strong>\u672c\u5730\u6a21\u578b\u52a3\u5316\u660e\u663e\uff0c\u4e91 API \u4e5f\u65e0\u6cd5\u5b8c\u5168\u8d85\u8d8a Copilot \u7684\u4e13\u9879\u4f18\u5316\u3002<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u7406\u89e3\u5f31\uff1a<\/strong>\u9700\u8981\u624b\u52a8\u544a\u77e5\u9879\u76ee\u7ed3\u6784\uff0c\u5bf9\u5927\u578b\u9879\u76ee\u652f\u6301\u4e0d\u8db3\u3002<\/li>\n<li><strong>\u5b66\u4e60\u66f2\u7ebf\u9661\u5ced\uff1a<\/strong>\u914d\u7f6e\u590d\u6742\uff0c\u65b0\u624b\u5bb9\u6613\u56e0\u8bbe\u7f6e\u4e0d\u5f53\u83b7\u5f97\u4f4e\u8d28\u91cf\u7ed3\u679c\u3002<\/li>\n<li><strong>\u54cd\u5e94\u901f\u5ea6\uff1a<\/strong>\u5373\u4f7f\u4e91 API\uff0c\u9996\u6b21\u89e6\u53d1\u4e5f\u6709\u660e\u663e\u5ef6\u8fdf\uff0c\u5f71\u54cd\u7f16\u7801\u6d41\u3002<\/li>\n<li><strong>\u751f\u6001\u4e0d\u6210\u719f\uff1a<\/strong>\u7b2c\u4e09\u65b9\u63d2\u4ef6\u3001\u6587\u6863\u3001\u793e\u533a\u652f\u6301\u8fdc\u4e0d\u5982 Copilot\u3002<\/li>\n<\/ul>\n<h2>\u540c\u7c7b\u9009\u62e9\u5efa\u8bae<\/h2>\n<p>\u6839\u636e\u9700\u6c42\u9009\u62e9\uff1a<\/p>\n<ul>\n<li>\u82e5\u8ffd\u6c42\u7a33\u5b9a\u3001\u5feb\u901f\u3001\u4f4e\u6210\u672c\u7684\u4ee3\u7801\u8865\u5168\uff0c\u4e14\u65e0\u9690\u79c1\u987e\u8651\uff0c<strong>GitHub Copilot<\/strong> \u4ecd\u662f\u9996\u9009\u3002<\/li>\n<li>\u82e5\u5fc5\u987b\u4f7f\u7528\u672c\u5730\u6a21\u578b\u6216\u81ea\u6709 API\uff0c\u4e14\u613f\u610f\u63a5\u53d7\u914d\u7f6e\u6210\u672c\uff0c<strong>Cline<\/strong> \u662f\u6700\u7075\u6d3b\u7684\u5f00\u6e90\u65b9\u6848\u3002<\/li>\n<li>\u82e5\u9700\u8981\u6df1\u5ea6\u81ea\u52a8\u5316\uff08\u5982\u4ee3\u7801\u91cd\u6784\u3001\u6279\u91cf\u4fee\u6539\uff09\uff0cCline \u7684\u201c\u6587\u4ef6\u64cd\u4f5c\u201d\u80fd\u529b\u65e0\u53ef\u66ff\u4ee3\uff0c\u4f46\u9700\u7ed3\u5408\u5176\u4ed6\u5de5\u5177\u3002<\/li>\n<li>\u5176\u4ed6\u66ff\u4ee3\u54c1\uff1a<strong>TabNine<\/strong>\uff08\u672c\u5730\u6a21\u578b\u4f46\u6536\u8d39\uff09\u3001<strong>Codeium<\/strong>\uff08\u514d\u8d39\u4f46\u4e91\u670d\u52a1\uff09\u3001<strong>Supermaven<\/strong>\uff08\u901f\u5ea6\u6781\u5feb\u4f46\u95ed\u6e90\uff09\u3002<\/li>\n<\/ul>\n<h2>\u6700\u7ec8\u7ed3\u8bba<\/h2>\n<p>Cline v3.0 \u8bc1\u660e\u4e86\u5f00\u6e90 AI \u7f16\u7a0b\u52a9\u624b\u5728\u9690\u79c1\u548c\u5b9a\u5236\u5316\u4e0a\u7684\u6f5c\u529b\uff0c\u4f46\u5f53\u524d\u7248\u672c\u4ecd\u96be\u79f0\u201cCopilot \u6740\u624b\u201d\u3002\u5b83\u66f4\u9002\u5408\u4f5c\u4e3a\u5f00\u53d1\u8005\u7684\u5907\u7528\u5de5\u5177\u6216\u7279\u5b9a\u573a\u666f\u4e13\u7528\u52a9\u624b\uff0c\u800c\u975e\u65e5\u5e38\u4e3b\u529b\u3002\u5982\u679c\u4f60\u80fd\u63a5\u53d7\u914d\u7f6e\u7684\u7e41\u7410\uff0c\u5e76\u613f\u610f\u4e3a\u6570\u636e\u81ea\u4e3b\u6743\u653e\u5f03\u90e8\u5206\u4fbf\u5229\u6027\uff0cCline \u503c\u5f97\u4e00\u8bd5\u3002\u5426\u5219\uff0cCopilot \u7684\u6210\u719f\u4f53\u9a8c\u66f4\u7b26\u5408\u5927\u591a\u6570\u4eba\u7684\u9700\u6c42\u3002<\/p>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-5\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/08\/pexels-photo-8439082-1024x684.jpeg\" alt=\"\u6700\u7ec8\u7ed3\u8bba\uff1bCline v3.0 \u8bc1\u660e\u4e86\u5f00\u6e90 AI \u7f16\u7a0b\u52a9\u624b\u5728\u9690\u79c1\u548c\u5b9a\u5236\u5316\u4e0a\u7684\u6f5c\u529b\uff0c\u4f46\u5f53\u524d\u7248\u672c\u4ecd\u96be\u79f0\u201cCopilot \u6740\u624b\u201d\u3002\u5b83\u66f4\u9002\u5408\u4f5c\u4e3a\u5f00\u53d1\u8005\u7684\u5907\u7528\u5de5\u5177\u6216\u7279\u5b9a\u573a\u666f\u4e13\u7528\u52a9\u624b\uff0c\u800c\u975e\u65e5\u5e38\u4e3b\u529b\u3002\u5982\u679c\u4f60\u80fd\u63a5\u53d7\u914d\u7f6e\u7684\u7e41\u7410\uff0c\u5e76\u613f\u610f\u4e3a\u6570\u636e\u81ea\u4e3b\u6743\u653e\u5f03\u90e8\u5206\u4fbf\u5229\u6027\uff0cCline \u503c\u5f97\u4e00\u8bd5\u3002\u5426\u5219\uff0cCopilot \u7684\u6210\u719f\u4f53\u9a8c\u66f4\u7b26\u5408\u5927\u591a\u6570\u4eba\u7684\u9700\u6c42\u3002\" loading=\"lazy\"><figcaption>\u914d\u56fe\uff1a<a href=\"https:\/\/www.pexels.com\/photo\/a-scientist-testing-a-device-8439082\/\" target=\"_blank\" rel=\"noopener nofollow external\">Pavel Danilyuk \u00b7 PEXELS LICENSE<\/a><\/figcaption><\/figure>\n<div class=\"wanlu-ai-ending wanlu-ai-ending-blog\"><span>WANLU PRACTICAL GUIDE<\/span><\/p>\n<p>\u4ee5\u5b9e\u9645\u7ed3\u679c\u4e3a\u51c6\uff0c\u64cd\u4f5c\u524d\u8bf7\u6838\u5bf9\u5b98\u7f51\u7248\u672c\u3001\u6388\u6743\u548c\u5b89\u5168\u63d0\u793a\u3002<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u57fa\u4e8e\u516c\u5f00\u8d44\u6599\u4e0e\u793e\u533a\u53cd\u9988\uff0c\u5bf9Cline v3.0\u8fdb\u884c\u5ba2\u89c2\u5206\u6790\uff0c\u5bf9\u6bd4GitHub Copilot\uff0c\u4ece\u8865\u5168\u51c6\u786e\u7387\u3001\u4e0a\u4e0b\u6587\u7406\u89e3\u3001\u9690\u79c1\u4fdd\u62a4\u3001\u6269\u5c55\u6027\u7b49\u7ef4\u5ea6\u5c55\u5f00\uff0c\u9002\u5408\u6ce8\u91cd\u9690\u79c1\u4e0e\u5b9a\u5236\u5316\u7684\u5f00\u53d1\u8005\u53c2\u8003\u3002<\/p>\n","protected":false},"author":0,"featured_media":2211,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[40],"tags":[],"class_list":["post-2210","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-40"],"_links":{"self":[{"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/posts\/2210","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/comments?post=2210"}],"version-history":[{"count":1,"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/posts\/2210\/revisions"}],"predecessor-version":[{"id":2217,"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/posts\/2210\/revisions\/2217"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/media\/2211"}],"wp:attachment":[{"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/media?parent=2210"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/categories?post=2210"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wanluu.com\/index.php\/wp-json\/wp\/v2\/tags?post=2210"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}