{"id":35093,"date":"2025-08-09T21:05:39","date_gmt":"2025-08-09T13:05:39","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=35093"},"modified":"2025-08-09T21:05:39","modified_gmt":"2025-08-09T13:05:39","slug":"pywen","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/pywen\/","title":{"rendered":"Pywen\uff1a\u4e00\u4e2a\u4e13\u4e3a\u8f6f\u4ef6\u5f00\u53d1\u6253\u9020\u7684Python\u547d\u4ee4\u884cAI\u52a9\u624b"},"content":{"rendered":"<p>Pywen \u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u57fa\u4e8ePython\u6784\u5efa\u7684\u547d\u4ee4\u884c\u754c\u9762\uff08CLI\uff09\u5de5\u5177\uff0c\u5b83\u5c06\u963f\u91cc\u4e91\u6700\u65b0\u7684\u4ee3\u7801\u5927\u6a21\u578bQwen3-Coder\u7684\u80fd\u529b\u76f4\u63a5\u96c6\u6210\u5230\u4e86\u5f00\u53d1\u8005\u7684\u7ec8\u7aef\u91cc\u3002\u5b83\u4e13\u95e8\u4e3a\u5904\u7406\u5404\u7c7b\u667a\u80fd\u8f6f\u4ef6\u5de5\u7a0b\u4efb\u52a1\u800c\u8bbe\u8ba1\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e00\u4e2a\u9ad8\u6548\u3001\u667a\u80fd\u7684\u4ee3\u7801\u52a9\u624b\u3002\u7528\u6237\u53ef\u4ee5\u5728\u719f\u6089\u7684\u547d\u4ee4\u884c\u73af\u5883\u4e2d\uff0c\u901a\u8fc7\u5bf9\u8bdd\u5f0f\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u9a71\u52a8\u4e00\u4e2a\u5148\u8fdb\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u6765\u6267\u884c\u590d\u6742\u7684\u5f00\u53d1\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f8b\u5982\u7f16\u5199\u4ee3\u7801\u3001\u4fee\u590dBug\u3001\u91cd\u6784\u9879\u76ee\u4e43\u81f3\u521b\u5efa\u5b8c\u6574\u7684\u5e94\u7528\u9aa8\u67b6\u3002Pywen\u9879\u76ee\u7684\u8bbe\u8ba1\u54f2\u5b66\u662f\u63d0\u4f9b\u4e00\u4e2a\u900f\u660e\u4e14\u6a21\u5757\u5316\u7684\u67b6\u6784\uff0c\u5b83\u4e0d\u4ec5\u662f\u4e00\u4e2a\u5b9e\u7528\u7684\u5f00\u53d1\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u4e2a\u7406\u60f3\u7684\u7814\u7a76\u5e73\u53f0\u3002\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5730\u4fee\u6539\u3001\u6269\u5c55\u548c\u5206\u6790\u5176\u5185\u90e8\u5de5\u4f5c\u673a\u5236\uff0c\u975e\u5e38\u9002\u5408\u7528\u4e8e\u7814\u7a76AI\u667a\u80fd\u4f53\u67b6\u6784\u3001\u8fdb\u884c\u6d88\u878d\u5b9e\u9a8c\u548c\u5f00\u53d1\u65b0\u7684\u667a\u80fd\u4f53\u529f\u80fd\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/6a2cbb59a1ec550.png\" alt=\"\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>Qwen3-Coder\u9a71\u52a8<\/strong>\uff1a\u57fa\u4e8e\u963f\u91cc\u4e91\u6700\u65b0\u7684\u4ee3\u7801\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578bQwen3-Coder-Plus\uff0c\u4e3a\u4ee3\u7801\u751f\u6210\u3001\u7406\u89e3\u548c\u8c03\u8bd5\u63d0\u4f9b\u5f3a\u5927\u652f\u6301\u3002<\/li>\n<li><strong>\u547d\u4ee4\u884c\u4ea4\u4e92<\/strong>\uff1a\u901a\u8fc7\u5728\u7ec8\u7aef\u8f93\u5165\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u4e0e\u667a\u80fd\u4f53\u8fdb\u884c\u4ea4\u4e92\uff0c\u5b8c\u6210\u590d\u6742\u7684\u8f6f\u4ef6\u5f00\u53d1\u4efb\u52a1\u3002<\/li>\n<li><strong>\u6a21\u5757\u5316\u67b6\u6784<\/strong>\uff1a\u91c7\u7528\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u6613\u4e8e\u6269\u5c55\u548c\u5b9a\u5236\uff0c\u4e3a\u7814\u7a76\u548c\u5f00\u53d1\u65b0\u7684AI\u667a\u80fd\u4f53\u80fd\u529b\u63d0\u4f9b\u4e86\u4fbf\u5229\u3002<\/li>\n<li><strong>\u4e30\u5bcc\u7684\u5de5\u5177\u96c6<\/strong>\uff1a\u5185\u7f6e\u6587\u4ef6\u64cd\u4f5c\uff08\u521b\u5efa\u3001\u7f16\u8f91\u3001\u8bfb\u53d6\uff09\u3001Bash\u547d\u4ee4\u6267\u884c\u3001\u7ed3\u6784\u5316\u95ee\u9898\u5206\u89e3\u7b49\u4e00\u7cfb\u5217\u5b9e\u7528\u5de5\u5177\u3002<\/li>\n<li><strong>YOLO\u6a21\u5f0f<\/strong>\uff1a\u63d0\u4f9b\u4e00\u79cd\u201c\u4e00\u952e\u786e\u8ba4\u201d\u6a21\u5f0f\uff08<code>Ctrl+Y<\/code>\uff09\uff0c\u5141\u8bb8\u667a\u80fd\u4f53\u5728\u547d\u4ee4\u884c\u4e2d\u81ea\u52a8\u6267\u884c\u6240\u6709\u64cd\u4f5c\uff0c\u4ee5\u52a0\u901f\u5de5\u4f5c\u6d41\u7a0b\u3002<\/li>\n<li><strong>\u8f68\u8ff9\u8bb0\u5f55<\/strong>\uff1a\u8be6\u7ec6\u8bb0\u5f55\u667a\u80fd\u4f53\uff08Agent\uff09\u7684\u6bcf\u4e00\u6b21\u601d\u8003\u548c\u64cd\u4f5c\uff0c\u751f\u6210\u8f68\u8ff9\u6587\u4ef6\u7528\u4e8e\u8c03\u8bd5\u548c\u884c\u4e3a\u5206\u6790\u3002<\/li>\n<li><strong>\u667a\u80fd\u914d\u7f6e<\/strong>\uff1a\u9996\u6b21\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u542f\u52a8\u914d\u7f6e\u5411\u5bfc\uff0c\u5f15\u5bfc\u7528\u6237\u5b8c\u6210API\u5bc6\u94a5\u7b49\u5fc5\u8981\u8bbe\u7f6e\u3002<\/li>\n<li><strong>\u4f1a\u8bdd\u7edf\u8ba1<\/strong>\uff1a\u53ef\u4ee5\u5b9e\u65f6\u8ffd\u8e2aAPI\u7684\u8c03\u7528\u6b21\u6570\u3001Token\u6d88\u8017\u91cf\u4ee5\u53ca\u5404\u7c7b\u5de5\u5177\u7684\u4f7f\u7528\u60c5\u51b5\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>\u672c\u4f7f\u7528\u5e2e\u52a9\u6839\u636e\u5b98\u65b9\u6587\u6863\u6574\u7406\uff0c\u65e8\u5728\u8ba9\u7528\u6237\u80fd\u591f\u5feb\u901f\u4e0a\u624b\u5e76\u719f\u7ec3\u4f7f\u7528Pywen\u3002<\/p>\n<h3>1. \u5b89\u88c5<\/h3>\n<p>Pywen\u4f5c\u4e3a\u4e00\u4e2aPython\u5305\uff0c\u53ef\u4ee5\u901a\u8fc7<code>pip<\/code>\u547d\u4ee4\u76f4\u63a5\u4ecePyPI\u4ed3\u5e93\u5b89\u88c5\u3002\u6253\u5f00\u4f60\u7684\u7ec8\u7aef\u5e76\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>pip install pywen\r\n<\/code><\/pre>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u4f60\u5c31\u53ef\u4ee5\u5728\u7ec8\u7aef\u7684\u4efb\u4f55\u8def\u5f84\u4e0b\u4f7f\u7528<code>pywen<\/code>\u547d\u4ee4\u3002<\/p>\n<h3>2. \u9996\u6b21\u4f7f\u7528\u4e0e\u914d\u7f6e<\/h3>\n<p>\u5b89\u88c5\u540e\uff0c\u76f4\u63a5\u5728\u7ec8\u7aef\u8f93\u5165<code>pywen<\/code>\u547d\u4ee4\u6765\u542f\u52a8\u7a0b\u5e8f\uff1a<\/p>\n<pre><code>pywen\r\n<\/code><\/pre>\n<p>\u5982\u679c\u662f\u7b2c\u4e00\u6b21\u8fd0\u884c\uff0cPywen\u4f1a\u68c0\u6d4b\u5230\u6ca1\u6709\u914d\u7f6e\u6587\u4ef6\uff0c\u5e76\u81ea\u52a8\u542f\u52a8\u4e00\u4e2a\u914d\u7f6e\u5411\u5bfc\u6765\u5e2e\u52a9\u4f60\u8bbe\u7f6e\u3002<\/p>\n<pre><code>\r\nConfiguration file not found, starting setup wizard...\r\nAPI Key: [\u5728\u8fd9\u91cc\u8f93\u5165\u4f60\u7684Qwen API Key]\r\nBase URL: https:\/\/dashscope.aliyuncs.com\/compatible-mode\/v1\r\nModel: qwen3-coder-plus\r\n...\r\n\u2705 Configuration saved to pywen_config.json\r\n<\/code><\/pre>\n<p>\u4f60\u53ea\u9700\u8981\u6309\u7167\u63d0\u793a\u8f93\u5165\u4ece\u963f\u91cc\u4e91Dashscope\uff08\u901a\u4e49\u5343\u95ee\uff09\u83b7\u53d6\u7684API Key\u5373\u53ef\u5b8c\u6210\u57fa\u7840\u914d\u7f6e\u3002\u914d\u7f6e\u6587\u4ef6<code>pywen_config.json<\/code>\u4f1a\u4fdd\u5b58\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u3002<\/p>\n<h3>3. \u57fa\u672c\u7528\u6cd5<\/h3>\n<p>\u914d\u7f6e\u5b8c\u6210\u540e\uff0cPywen\u4f1a\u8fdb\u5165\u4ea4\u4e92\u5f0f\u547d\u4ee4\u884c\u754c\u9762\u3002\u73b0\u5728\uff0c\u4f60\u53ef\u4ee5\u50cf\u548c\u4eba\u5bf9\u8bdd\u4e00\u6837\uff0c\u76f4\u63a5\u7528\u81ea\u7136\u8bed\u8a00\u5411\u5b83\u4e0b\u8fbe\u4efb\u52a1\u3002<br \/>\n\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u5c1d\u8bd5\uff1a<\/p>\n<pre><code>&gt; \u521b\u5efa\u4e00\u4e2aPython\u811a\u672c\u6765\u8ba1\u7b97\u6590\u6ce2\u90a3\u5951\u6570\u5217\r\n&gt; \u91cd\u6784 main.py \u91cc\u7684\u51fd\u6570\uff0c\u8ba9\u5b83\u4eec\u66f4\u9ad8\u6548\r\n&gt; \u4fee\u590d\u8fd9\u4e2a\u9879\u76ee\u91cc\u7684bug\uff0c\u5e76\u4e3a\u4e3b\u8981\u529f\u80fd\u6dfb\u52a0\u5355\u5143\u6d4b\u8bd5\r\n&gt; \u521b\u5efa\u4e00\u4e2a\u65b0\u7684Flask Web\u5e94\u7528\uff0c\u5e76\u5305\u542b\u5408\u7406\u7684\u6587\u4ef6\u7ed3\u6784\r\n<\/code><\/pre>\n<p>Pywen\u7684\u667a\u80fd\u4f53\u4f1a\u5206\u6790\u4f60\u7684\u9700\u6c42\uff0c\u5e76\u8c03\u7528\u6587\u4ef6\u64cd\u4f5c\u3001\u4ee3\u7801\u751f\u6210\u3001Shell\u547d\u4ee4\u7b49\u5de5\u5177\u6765\u4e00\u6b65\u6b65\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n<h3>4. \u7cfb\u7edf\u547d\u4ee4<\/h3>\n<p>Pywen\u63d0\u4f9b\u4e86\u4e00\u4e9b\u4ee5<code>\/<\/code>\u5f00\u5934\u7684\u5185\u7f6e\u547d\u4ee4\uff0c\u7528\u4e8e\u7a0b\u5e8f\u7ba1\u7406\u548c\u4fe1\u606f\u67e5\u8be2\uff1a<\/p>\n<ul>\n<li><code>\/help<\/code>\uff1a\u663e\u793a\u5e2e\u52a9\u4fe1\u606f\u3002<\/li>\n<li><code>\/tools<\/code>\uff1a\u5217\u51fa\u5f53\u524d\u667a\u80fd\u4f53\u53ef\u7528\u7684\u6240\u6709\u5de5\u5177\u3002<\/li>\n<li><code>\/stats<\/code>\uff1a\u67e5\u770b\u5f53\u524d\u4f1a\u8bdd\u7684\u7edf\u8ba1\u6570\u636e\uff0c\u5982API\u8c03\u7528\u6b21\u6570\u548cToken\u7528\u91cf\u3002<\/li>\n<li><code>\/clear<\/code>\uff1a\u6e05\u7a7a\u5c4f\u5e55\u548c\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2\u3002<\/li>\n<li><code>\/memory<\/code>\uff1a\u67e5\u770b\u548c\u7ba1\u7406\u667a\u80fd\u4f53\u7684\u8bb0\u5fc6\u5185\u5bb9\u3002<\/li>\n<li><code>\/quit<\/code>\uff1a\u9000\u51faPywen\u7a0b\u5e8f\u3002<\/li>\n<li><code>!&lt;\u547d\u4ee4&gt;<\/code>\uff1a\u5728\u4e0d\u9000\u51faPywen\u7684\u60c5\u51b5\u4e0b\uff0c\u76f4\u63a5\u6267\u884c\u4e00\u4e2aShell\/CMD\u547d\u4ee4\uff0c\u4f8b\u5982\u00a0<code>!ls -l<\/code>\u3002<\/li>\n<\/ul>\n<h3>5. YOLO \u6a21\u5f0f\uff08\u8c28\u614e\u4f7f\u7528\uff09<\/h3>\n<p>\u8fd9\u662f\u4e00\u4e2a\u9ad8\u7ea7\u529f\u80fd\uff0c\u7528\u4e8e\u63d0\u5347\u6267\u884c\u6548\u7387\u3002<\/p>\n<ul>\n<li><strong>\u5207\u6362\u65b9\u5f0f<\/strong>\uff1a\u5728\u4ea4\u4e92\u754c\u9762\u6309\u4e0b<code>Ctrl+Y<\/code>\u53ef\u4ee5\u5f00\u542f\u6216\u5173\u95edYOLO\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u9ed8\u8ba4\u884c\u4e3a<\/strong>\uff1a\u5728\u666e\u901a\u6a21\u5f0f\u4e0b\uff0c\u6bcf\u5f53\u667a\u80fd\u4f53\u9700\u8981\u6267\u884c\u4e00\u4e2a\u6f5c\u5728\u7684\u98ce\u9669\u64cd\u4f5c\uff08\u5982\u4fee\u6539\u6587\u4ef6\u3001\u6267\u884c\u547d\u4ee4\uff09\uff0c\u5b83\u90fd\u4f1a\u8bf7\u6c42\u7528\u6237\u786e\u8ba4\u3002<\/li>\n<li><strong>YOLO\u6a21\u5f0f\u884c\u4e3a<\/strong>\uff1a\u5f00\u542f\u540e\uff0c\u6240\u6709\u5de5\u5177\u8c03\u7528\u90fd\u4f1a\u88ab\u81ea\u52a8\u6279\u51c6\uff0c\u4e0d\u518d\u9700\u8981\u7528\u6237\u624b\u52a8\u786e\u8ba4\u3002\u8fd9\u4f1a\u6781\u5927\u52a0\u5feb\u4efb\u52a1\u6267\u884c\u901f\u5ea6\uff0c\u4f46\u540c\u65f6\u4e5f\u79fb\u9664\u4e86\u5b89\u5168\u9632\u62a4\u3002<\/li>\n<li><strong>\u98ce\u9669\u63d0\u793a<\/strong>\uff1a\u7531\u4e8eAI\u53ef\u80fd\u4f1a\u8bef\u89e3\u6307\u4ee4\uff0cYOLO\u6a21\u5f0f\u4e0b\u5b83\u53ef\u80fd\u4f1a\u6267\u884c\u9519\u8bef\u6216\u7834\u574f\u6027\u7684\u64cd\u4f5c\u3002\u8bf7\u5728\u660e\u786e\u4efb\u52a1\u76ee\u6807\u4e14\u98ce\u9669\u53ef\u63a7\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u6b64\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n<h3>6. \u73af\u5883\u4e0e\u914d\u7f6e<\/h3>\n<p>Pywen\u901a\u8fc7<code>pywen_config.json<\/code>\u6587\u4ef6\u8fdb\u884c\u914d\u7f6e\uff0c\u540c\u65f6\u652f\u6301\u73af\u5883\u53d8\u91cf\u3002<\/p>\n<ul>\n<li><strong>\u914d\u7f6e\u6587\u4ef6<\/strong>\uff1a\u7a0b\u5e8f\u542f\u52a8\u65f6\u4f1a\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684<code>pywen_config.json<\/code>\u3002<\/li>\n<li><strong>\u73af\u5883\u53d8\u91cf<\/strong>\uff1a\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u6765\u63d0\u4f9bAPI\u5bc6\u94a5\uff0c\u8fd9\u5728\u6301\u7eed\u96c6\u6210\uff08CI\/CD\uff09\u6216Docker\u73af\u5883\u4e2d\u7279\u522b\u6709\u7528\u3002\n<pre><code># Qwen API Key (\u5fc5\u9700)\r\nexport QWEN_API_KEY=\"your-qwen-api-key\"\r\n# \u5de5\u5177API Key (\u63a8\u8350\u914d\u7f6e\uff0c\u7528\u4e8e\u589e\u5f3a\u529f\u80fd)\r\nexport SERPER_API_KEY=\"your-serper-api-key\"  # \u7528\u4e8e\u7f51\u9875\u641c\u7d22\r\nexport JINA_API_KEY=\"your-jina-api-key\"      # \u7528\u4e8e\u8bfb\u53d6\u7f51\u9875\u5185\u5bb9\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e\u4f18\u5148\u7ea7<\/strong>\uff1a\u547d\u4ee4\u884c\u53c2\u6570 &gt; \u914d\u7f6e\u6587\u4ef6 &gt; \u73af\u5883\u53d8\u91cf &gt; \u9ed8\u8ba4\u503c\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5feb\u901f\u539f\u578b\u5f00\u53d1<\/strong><br \/>\n\u5f53\u4f60\u6709\u4e00\u4e2a\u65b0\u60f3\u6cd5\u65f6\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u547d\u4ee4\u884c\u544a\u8bc9Pywen\uff1a\u201c\u7528FastAPI\u521b\u5efa\u4e00\u4e2a\u5f85\u529e\u4e8b\u9879\u5e94\u7528\u7684\u540e\u7aef\u670d\u52a1\uff0c\u5305\u542b\u6570\u636e\u5e93\u6a21\u578b\u548c\u589e\u5220\u6539\u67e5API\u201d\u3002Pywen\u4f1a\u4e3a\u4f60\u751f\u6210\u9879\u76ee\u7ed3\u6784\u3001\u7f16\u5199\u6837\u677f\u4ee3\u7801\uff0c\u8ba9\u4f60\u8fc5\u901f\u8fdb\u5165\u4e1a\u52a1\u903b\u8f91\u7684\u5f00\u53d1\u9636\u6bb5\u3002<\/li>\n<li><strong>\u4ee3\u7801\u91cd\u6784\u4e0e\u4f18\u5316<\/strong><br \/>\n\u5bf9\u4e8e\u9879\u76ee\u4e2d\u7684\u8001\u65e7\u6216\u4f4e\u6548\u4ee3\u7801\uff0c\u4f60\u53ef\u4ee5\u8ba9Pywen\u6765\u5904\u7406\uff1a\u201c\u5206\u6790<code>data_processor.py<\/code>\u6587\u4ef6\u7684\u6027\u80fd\u74f6\u9888\uff0c\u5e76\u91cd\u6784\u5176\u4e2d\u7684\u51fd\u6570\u4ee5\u63d0\u5347\u6548\u7387\u201d\u3002\u667a\u80fd\u4f53\u4f1a\u8bfb\u53d6\u3001\u5206\u6790\u5e76\u4fee\u6539\u4ee3\u7801\uff0c\u540c\u65f6\u4fdd\u6301\u529f\u80fd\u4e0d\u53d8\u3002<\/li>\n<li><strong>\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e0e\u8c03\u8bd5<\/strong><br \/>\n\u4f60\u53ef\u4ee5\u5c06\u6574\u4e2a\u9879\u76ee\u4ea4\u7ed9Pywen\uff0c\u5e76\u4e0b\u8fbe\u6307\u4ee4\uff1a\u201c\u4e3a\u8fd9\u4e2a\u9879\u76ee\u4e2d\u7684\u6240\u6709\u516c\u5f00\u51fd\u6570\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\uff0c\u5e76\u4fee\u590d\u6240\u6709\u6d4b\u8bd5\u5931\u8d25\u7684\u5730\u65b9\u201d\u3002Pywen\u53ef\u4ee5\u8c03\u7528\u6d4b\u8bd5\u6846\u67b6\u3001\u6267\u884c\u6d4b\u8bd5\u3001\u5206\u6790\u9519\u8bef\u62a5\u544a\u5e76\u5c1d\u8bd5\u81ea\u52a8\u4fee\u590dbug\u3002<\/li>\n<li><strong>AI\u667a\u80fd\u4f53\u67b6\u6784\u7814\u7a76<\/strong><br \/>\n\u5bf9\u4e8eAI\u7814\u7a76\u8005\uff0cPywen\u662f\u4e00\u4e2a\u7edd\u4f73\u7684\u5b9e\u9a8c\u5e73\u53f0\u3002\u5176\u6a21\u5757\u5316\u7684\u8bbe\u8ba1\u548c\u900f\u660e\u7684\u8f68\u8ff9\u8bb0\u5f55\u529f\u80fd\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u7528\u4e8e\u6d4b\u8bd5\u65b0\u7684Agent\u51b3\u7b56\u903b\u8f91\u3001\u5de5\u5177\u7ec4\u5408\u6216\u8bb0\u5fc6\u673a\u5236\uff0c\u5e76\u901a\u8fc7\u5206\u6790\u8f68\u8ff9\u6587\u4ef6\u6765\u9a8c\u8bc1\u7814\u7a76\u5047\u8bbe\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u95ee\uff1aPywen \u548c Qwen3-Coder \u662f\u4ec0\u4e48\u5173\u7cfb\uff1f<\/strong><br \/>\n\u7b54\uff1aPywen \u662f\u4e00\u4e2a\u4e0a\u5c42\u5e94\u7528\u5de5\u5177\uff0c\u800c <a href=\"https:\/\/www.kdjingpai.com\/qwen3-coder\/\">Qwen3-Coder<\/a> \u662f\u5176\u5e95\u5c42\u7684\u9a71\u52a8\u5f15\u64ce\u3002\u53ef\u4ee5\u7406\u89e3\u4e3a\uff0cQwen3-Coder \u662f\u8d1f\u8d23\u601d\u8003\u548c\u751f\u6210\u5185\u5bb9\u7684\u201c\u5927\u8111\u201d\uff0c\u800c Pywen \u5219\u662f\u63d0\u4f9b\u4e86\u8ba9\u8fd9\u4e2a\u201c\u5927\u8111\u201d\u4e0e\u4f60\u7684\u7535\u8111\u6587\u4ef6\u7cfb\u7edf\u3001\u547d\u4ee4\u884c\u8fdb\u884c\u4ea4\u4e92\u7684\u201c\u8eab\u4f53\u201d\u548c\u201c\u56db\u80a2\u201d\uff0c\u5e76\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u6237\u53cb\u597d\u7684\u547d\u4ee4\u884c\u754c\u9762\u3002<\/li>\n<li><strong>\u95ee\uff1a\u4f7f\u7528Pywen\u662f\u514d\u8d39\u7684\u5417\uff1f<\/strong><br \/>\n\u7b54\uff1aPywen \u8fd9\u4e2a\u8f6f\u4ef6\u672c\u8eab\u662f\u5f00\u6e90\u4e14\u514d\u8d39\u7684\uff08\u9075\u5faaMIT\u8bb8\u53ef\u8bc1\uff09\u3002\u4f46\u662f\uff0c\u5b83\u7684\u8fd0\u884c\u4f9d\u8d56\u4e8e\u8c03\u7528\u963f\u91cc\u4e91\u901a\u4e49\u5343\u95ee\uff08Dashscope\uff09\u63d0\u4f9b\u7684Qwen\u6a21\u578bAPI\u3002\u8fd9\u4e9bAPI\u8c03\u7528\u4f1a\u4ea7\u751f\u8d39\u7528\uff0c\u4f60\u9700\u8981\u6839\u636e\u963f\u91cc\u4e91\u7684\u5b98\u65b9\u5b9a\u4ef7\u4e3a\u4f60\u7684API Key\u4f7f\u7528\u91cf\u4ed8\u8d39\u3002<\/li>\n<li><strong>\u95ee\uff1a\u4e3a\u4ec0\u4e48\u9700\u8981\u914d\u7f6e SERPER_API_KEY \u6216 JINA_API_KEY\uff1f<\/strong><br \/>\n\u7b54\uff1a\u8fd9\u4e9b\u662f\u53ef\u9009\u7684\u589e\u5f3a\u5de5\u5177\u3002<code>SERPER_API_KEY<\/code>\u8ba9\u667a\u80fd\u4f53\u5177\u5907\u4e86\u7f51\u9875\u641c\u7d22\u7684\u80fd\u529b\uff0c\u5f53\u9047\u5230\u5b83\u77e5\u8bc6\u8303\u56f4\u5916\u6216\u9700\u8981\u6700\u65b0\u4fe1\u606f\u7684\u95ee\u9898\u65f6\uff0c\u53ef\u4ee5\u4e0a\u7f51\u67e5\u627e\u8d44\u6599\u3002<code>JINA_API_KEY<\/code>\u5219\u8ba9\u667a\u80fd\u4f53\u80fd\u9ad8\u6548\u5730\u201c\u9605\u8bfb\u201d\u548c\u7406\u89e3\u7f51\u9875\u5185\u5bb9\u3002\u914d\u7f6e\u5b83\u4eec\u80fd\u6781\u5927\u6269\u5c55\u667a\u80fd\u4f53\u7684\u80fd\u529b\u8fb9\u754c\u3002<\/li>\n<li><strong>\u95ee\uff1aYOLO\u6a21\u5f0f\u6709\u4ec0\u4e48\u5177\u4f53\u98ce\u9669\uff1f<\/strong><br \/>\n\u7b54\uff1a\u98ce\u9669\u5728\u4e8eAI\u53ef\u80fd\u4f1a\u8bef\u89e3\u4f60\u7684\u6307\u4ee4\u3002\u4f8b\u5982\uff0c\u5f53\u4f60\u8981\u6c42\u201c\u6e05\u7406\u65e7\u65e5\u5fd7\u6587\u4ef6\u201d\u65f6\uff0c\u5982\u679c\u4f60\u7684\u6307\u4ee4\u4e0d\u591f\u660e\u786e\uff0cAI\u53ef\u80fd\u4f1a\u9519\u8bef\u5730\u5c06\u91cd\u8981\u7684\u914d\u7f6e\u6587\u4ef6\u4e5f\u8bc6\u522b\u4e3a\u201c\u65e7\u6587\u4ef6\u201d\u5e76\u6267\u884c\u5220\u9664\u64cd\u4f5c\u3002\u5728YOLO\u6a21\u5f0f\u4e0b\uff0c\u8fd9\u4e2a\u5220\u9664\u52a8\u4f5c\u4f1a\u672a\u7ecf\u4f60\u786e\u8ba4\u76f4\u63a5\u53d1\u751f\uff0c\u53ef\u80fd\u5bfc\u81f4\u9879\u76ee\u635f\u574f\u6216\u6570\u636e\u4e22\u5931\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Pywen \u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u57fa\u4e8ePython\u6784\u5efa\u7684\u547d\u4ee4\u884c\u754c\u9762\uff08CLI\uff09\u5de5\u5177\uff0c\u5b83\u5c06\u963f\u91cc\u4e91\u6700\u65b0\u7684\u4ee3\u7801\u5927\u6a21\u578bQwen3-Coder\u7684\u80fd\u529b\u76f4\u63a5\u96c6\u6210\u5230\u4e86\u5f00\u53d1\u8005\u7684\u7ec8\u7aef\u91cc\u3002\u5b83\u4e13\u95e8\u4e3a\u5904\u7406\u5404\u7c7b\u667a\u80fd\u8f6f\u4ef6\u5de5\u7a0b\u4efb\u52a1\u800c\u8bbe\u8ba1\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e00\u4e2a\u9ad8\u6548\u3001\u667a\u80fd\u7684\u4ee3\u7801\u52a9\u624b\u3002\u7528\u6237\u53ef\u4ee5&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[417,20,493],"tags":[230,221],"class_list":["post-35093","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-productivity","category-tool","category-ai-programming","tag-aikaiyuanxiangmu","tag-aibiancheng"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/35093","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=35093"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/35093\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=35093"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=35093"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=35093"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}