{"id":6434,"date":"2024-09-23T18:04:28","date_gmt":"2024-09-23T10:04:28","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=6434"},"modified":"2024-09-26T19:53:08","modified_gmt":"2024-09-26T11:53:08","slug":"o1tuilimoxing","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/o1tuilimoxing\/","title":{"rendered":"OPENAI o1\uff08\u63a8\u7406\u6a21\u578b\uff09\u4f7f\u7528\u6307\u5357\uff0c\u63d0\u793a\u8bcd\u7f16\u5199\u5efa\u8bae"},"content":{"rendered":"<p><strong>OpenAI o1<\/strong>\u00a0\u7cfb\u5217\u6a21\u578b\u662f\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u7684\u65b0\u578b\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u65e8\u5728\u6267\u884c\u590d\u6742\u7684\u63a8\u7406\u3002o1 \u6a21\u578b\u5728\u56de\u7b54\u4e4b\u524d\u8fdb\u884c\u601d\u8003\uff0c\u5e76\u4e14\u5728\u56de\u5e94\u7528\u6237\u4e4b\u524d\u80fd\u591f\u4ea7\u751f\u957f\u65f6\u95f4\u7684\u5185\u90e8\u601d\u8003\u94fe\u3002o1 \u6a21\u578b\u5728\u79d1\u5b66\u63a8\u7406\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u5728\u7ade\u4e89\u7f16\u7a0b\u95ee\u9898\uff08Codeforces\uff09\u4e2d\u6392\u540d\u7b2c 89 \u767e\u5206\u4f4d\uff0c\u5728\u7f8e\u56fd\u6570\u5b66\u5965\u6797\u5339\u514b\uff08AIME\uff09\u9884\u9009\u8d5b\u4e2d\u4f4d\u5217\u7f8e\u56fd\u524d 500 \u540d\u5b66\u751f\uff0c\u5e76\u5728\u7269\u7406\u3001\u751f\u7269\u548c\u5316\u5b66\u95ee\u9898\u7684\u57fa\u51c6\u6d4b\u8bd5\uff08GPQA\uff09\u4e2d\u8d85\u8fc7\u4eba\u7c7b\u535a\u58eb\u751f\u6c34\u5e73\u7684\u51c6\u786e\u6027\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>API \u4e2d\u63d0\u4f9b\u4e86\u4e24\u79cd\u63a8\u7406\u6a21\u578b\uff1a<\/p>\n<p>1. <code>o1-preview<\/code>\uff1a\u6211\u4eec o1 \u6a21\u578b\u7684\u65e9\u671f\u9884\u89c8\uff0c\u65e8\u5728\u4f7f\u7528\u5e7f\u6cdb\u7684\u4e16\u754c\u5e38\u8bc6\u6765\u63a8\u7406\u56f0\u96be\u95ee\u9898\u3002<br \/>\n2. <code>o1-mini<\/code>\uff1ao1 \u7684\u4e00\u4e2a\u66f4\u5feb\u4e14\u66f4\u4fbf\u5b9c\u7684\u7248\u672c\uff0c\u7279\u522b\u64c5\u957f\u7f16\u7801\u3001\u6570\u5b66\u548c\u79d1\u5b66\u4efb\u52a1\uff0c\u800c\u4e0d\u9700\u8981\u5e7f\u6cdb\u7684\u5e38\u8bc6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>o1 \u6a21\u578b\u5728\u63a8\u7406\u65b9\u9762\u63d0\u4f9b\u4e86\u663e\u8457\u7684 <a href=\"https:\/\/www.kdjingpai.com\/openai-o1-preview\/\">\u8fdb\u5c55<\/a>\uff0c\u4f46\u5b83\u4eec <strong>\u5e76\u4e0d\u6253\u7b97\u66ff\u4ee3\u6240\u6709\u7528\u4f8b\u4e2d\u7684 GPT-4o<\/strong>\u3002<\/p>\n<p>\u5bf9\u4e8e\u9700\u8981\u56fe\u50cf\u8f93\u5165\u3001\u51fd\u6570\u8c03\u7528\u6216\u6301\u7eed\u5feb\u901f\u54cd\u5e94\u65f6\u95f4\u7684\u5e94\u7528\uff0cGPT-4o \u548c GPT-4o mini \u6a21\u578b\u4ecd\u7136\u662f\u6b63\u786e\u7684\u9009\u62e9\u3002\u7136\u800c\uff0c\u5982\u679c\u60a8\u5e0c\u671b\u5f00\u53d1\u9700\u8981\u6df1\u5ea6\u63a8\u7406\u4e14\u80fd\u591f\u5bb9\u7eb3\u8f83\u957f\u54cd\u5e94\u65f6\u95f4\u7684\u5e94\u7528\uff0co1 \u6a21\u578b\u53ef\u80fd\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u9009\u62e9\u3002\u6211\u4eec\u5f88\u671f\u5f85\u60a8\u7528\u5b83\u4eec\u521b\u9020\u7684\u6210\u679c\uff01<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\ud83e\uddea o1 \u6a21\u578b\u76ee\u524d\u5904\u4e8e\u6d4b\u8bd5\u9636\u6bb5<\/strong><\/p>\n<p>o1 \u6a21\u578b\u76ee\u524d\u5904\u4e8e <strong>\u6d4b\u8bd5\u9636\u6bb5<\/strong>\uff0c\u529f\u80fd\u6709\u9650\u3002\u8bbf\u95ee\u4ec5\u9650\u4e8e <a href=\"https:\/\/platform.openai.com\/docs\/guides\/rate-limits\/usage-tiers?context=tier-five\">\u7b2c 5 \u7ea7<\/a> \u5f00\u53d1\u8005\u5728 <a href=\"https:\/\/platform.openai.com\/settings\/organization\/limits\">\u8fd9\u91cc<\/a> \u68c0\u67e5\u60a8\u7684\u4f7f\u7528\u7ea7\u522b\uff0c\u5e76\u4e14\u901f\u7387\u9650\u5236\u8f83\u4f4e\u3002\u6211\u4eec\u6b63\u5728\u52aa\u529b\u6dfb\u52a0\u66f4\u591a\u529f\u80fd\uff0c\u589e\u52a0 <a href=\"https:\/\/platform.openai.com\/docs\/guides\/rate-limits\">\u901f\u7387\u9650\u5236<\/a>\uff0c\u5e76\u5728\u63a5\u4e0b\u6765\u7684\u51e0\u5468\u5185\u6269\u5927\u5bf9\u66f4\u591a\u5f00\u53d1\u8005\u7684\u8bbf\u95ee\uff01<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5feb\u901f\u5f00\u59cb<\/h2>\n<p><code>o1-preview<\/code> \u548c <code>o1-mini<\/code>\u00a0\u90fd\u53ef\u4ee5\u901a\u8fc7 <a href=\"https:\/\/platform.openai.com\/docs\/api-reference\/chat\/create\">chat completions<\/a> \u7aef\u70b9\u4f7f\u7528\u3002<\/p>\n<pre>from openai import OpenAI\r\nclient = OpenAI()\r\n\r\nresponse = client.chat.completions.create(\r\nmodel=\"o1-preview\",\r\nmessages=[\r\n{\r\n\"role\": \"user\", \r\n\"content\": \"\u7f16\u5199\u4e00\u4e2a Bash \u811a\u672c\uff0c\u5c06\u77e9\u9635\u8868\u793a\u4e3a\u683c\u5f0f '[1,2],[3,4],[5,6]' \u7684\u5b57\u7b26\u4e32\uff0c\u5e76\u4ee5\u76f8\u540c\u7684\u683c\u5f0f\u6253\u5370\u8f6c\u7f6e\u77e9\u9635\u3002\"\r\n}\r\n]\r\n)\r\n\r\nprint(response.choices[0].message.content)<\/pre>\n<p>\u6839\u636e\u6a21\u578b\u89e3\u51b3\u95ee\u9898\u6240\u9700\u7684\u63a8\u7406\u91cf\uff0c\u8fd9\u4e9b\u8bf7\u6c42\u53ef\u80fd\u9700\u8981\u51e0\u79d2\u5230\u51e0\u5206\u949f\u7684\u65f6\u95f4\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>Beta \u9650\u5236<\/h4>\n<p>\u5728 Beta \u9636\u6bb5\uff0c\u8bb8\u591a chat completion API \u53c2\u6570\u5c1a\u4e0d\u53ef\u7528\u3002\u6700\u663e\u8457\u7684\u6709\uff1a<\/p>\n<ul>\n<li><strong>\u6a21\u6001<\/strong>\uff1a\u4ec5\u652f\u6301\u6587\u672c\uff0c\u4e0d\u652f\u6301\u56fe\u50cf\u3002<\/li>\n<li><strong>\u6d88\u606f\u7c7b\u578b<\/strong>\uff1a\u4ec5\u652f\u6301\u7528\u6237\u6d88\u606f\u548c\u52a9\u624b\u6d88\u606f\uff0c\u4e0d\u652f\u6301\u7cfb\u7edf\u6d88\u606f\u3002<\/li>\n<li><strong>\u6d41\u5f0f\u4f20\u8f93<\/strong>\uff1a\u4e0d\u652f\u6301\u3002<\/li>\n<li><strong>\u5de5\u5177<\/strong>\uff1a\u4e0d\u652f\u6301\u5de5\u5177\u3001\u51fd\u6570\u8c03\u7528\u4ee5\u53ca\u54cd\u5e94\u683c\u5f0f\u53c2\u6570\u3002<\/li>\n<li><strong>Logprobs<\/strong>\uff1a\u4e0d\u652f\u6301\u3002<\/li>\n<li><strong>\u5176\u4ed6<\/strong>\uff1a`<code>temperature<\/code>`\u3001`<code>top_p<\/code>` \u548c `<code>n<\/code>` \u56fa\u5b9a\u4e3a `<code>1<\/code>`\uff0c\u800c `<code>presence_penalty<\/code>` \u548c `<code>frequency_penalty<\/code>` \u56fa\u5b9a\u4e3a `<code>0<\/code>`\u3002<\/li>\n<li><strong>Assistants \u548c Batch<\/strong>\uff1a\u8fd9\u4e9b\u6a21\u578b\u4e0d\u652f\u6301 Assistants API \u6216 Batch API\u3002<\/li>\n<\/ul>\n<p>\u968f\u7740\u6211\u4eec\u9010\u6b65\u9000\u51fa Beta \u9636\u6bb5\uff0c\u5c06\u4f1a\u6dfb\u52a0\u5bf9\u5176\u4e2d\u4e00\u4e9b\u53c2\u6570\u7684\u652f\u6301\u3002o1 \u7cfb\u5217\u7684\u672a\u6765\u6a21\u578b\u5c06\u5305\u542b\u591a\u6a21\u6001\u548c\u5de5\u5177\u4f7f\u7528\u7b49\u529f\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u63a8\u7406\u5de5\u4f5c\u539f\u7406<\/h2>\n<p>o1 \u6a21\u578b\u5f15\u5165\u4e86 <strong>\u63a8\u7406 tokens<\/strong>\u3002\u8fd9\u4e9b\u6a21\u578b\u4f7f\u7528\u63a8\u7406 <a href=\"https:\/\/www.kdjingpai.com\/pt\/tokenization\/\">tokens<\/a> \u8fdb\u884c\u201c\u601d\u8003\u201d\uff0c\u5206\u89e3\u5bf9\u63d0\u793a\u7684\u7406\u89e3\uff0c\u5e76\u8003\u8651\u591a\u79cd\u751f\u6210\u54cd\u5e94\u7684\u65b9\u5f0f\u3002\u5728\u751f\u6210\u63a8\u7406 tokens \u540e\uff0c\u6a21\u578b\u4f1a\u751f\u6210\u7b54\u6848\u4f5c\u4e3a\u53ef\u89c1\u7684 completion tokens\uff0c\u4e14\u5c06\u63a8\u7406 tokens \u4ece\u5176\u4e0a\u4e0b\u6587\u4e2d\u4e22\u5f03\u3002<\/p>\n<p>\u4e0b\u9762\u662f\u7528\u6237\u4e0e\u52a9\u624b\u4e4b\u95f4\u7684\u591a\u6b65\u5bf9\u8bdd\u793a\u4f8b\u3002\u6bcf\u4e2a\u6b65\u9aa4\u7684\u8f93\u5165\u548c\u8f93\u51fa tokens \u88ab\u4fdd\u7559\uff0c\u800c\u63a8\u7406 tokens \u5219\u88ab\u4e22\u5f03\u3002<\/p>\n<div id=\"attachment_6435\" style=\"width: 1710px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-6435\" class=\"wp-image-6435 size-full\" title=\"o1\uff08\u63a8\u7406\u6a21\u578b\uff09\u63d0\u793a\u8bcd\u4f7f\u7528\u6307\u5357-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/79a0a5efe8617dc.png\" alt=\"o1\uff08\u63a8\u7406\u6a21\u578b\uff09\u63d0\u793a\u8bcd\u4f7f\u7528\u6307\u5357-1\" width=\"1700\" height=\"1234\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/79a0a5efe8617dc.png 1700w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/79a0a5efe8617dc-300x218.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/79a0a5efe8617dc-1024x743.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/79a0a5efe8617dc-768x557.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/79a0a5efe8617dc-1536x1115.png 1536w\" sizes=\"auto, (max-width: 1700px) 100vw, 1700px\" \/><p id=\"caption-attachment-6435\" class=\"wp-caption-text\">\u63a8\u7406 tokens \u4e0d\u4fdd\u5b58\u5728\u4e0a\u4e0b\u6587\u4e2d<\/p><\/div>\n<p>&nbsp;<\/p>\n<blockquote><p>\u867d\u7136\u63a8\u7406 tokens \u4e0d\u80fd\u901a\u8fc7 API \u663e\u793a\uff0c\u4f46\u5b83\u4eec\u4ecd\u7136\u5360\u636e\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u7a7a\u95f4\uff0c\u5e76\u4f5c\u4e3a <a href=\"https:\/\/openai.com\/pricing\">output tokens<\/a>\u00a0\u6536\u8d39\u3002<\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3>\u7ba1\u7406\u4e0a\u4e0b\u6587\u7a97\u53e3<\/h3>\n<p>o1-preview \u548c o1-mini \u6a21\u578b\u63d0\u4f9b\u4e86 128,000 \u4e2a tokens \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u6bcf\u6b21\u751f\u6210\u5185\u5bb9\u65f6\u90fd\u6709\u4e00\u4e2a\u6700\u5927\u8f93\u51fa tokens \u7684\u4e0a\u9650\u2014\u2014\u8fd9\u5305\u62ec\u4e0d\u53ef\u89c1\u7684\u63a8\u7406 tokens \u548c\u53ef\u89c1\u7684\u751f\u6210 tokens\u3002\u6700\u5927\u8f93\u51fa tokens \u9650\u5236\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>o1-preview: \u6700\u591a 32,768 \u4e2a tokens<\/li>\n<li>o1-mini: \u6700\u591a 65,536 \u4e2a tokens<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u5728\u751f\u6210\u5185\u5bb9\u65f6\uff0c\u786e\u4fdd\u5728\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e2d\u4e3a\u63a8\u7406 tokens \u7559\u51fa\u8db3\u591f\u7684\u7a7a\u95f4\u975e\u5e38\u91cd\u8981\u3002\u6839\u636e\u95ee\u9898\u7684\u590d\u6742\u7a0b\u5ea6\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u751f\u6210\u4ece\u51e0\u767e\u5230\u51e0\u4e07\u4e0d\u7b49\u7684\u63a8\u7406 tokens\u3002\u4f7f\u7528\u7684\u5177\u4f53\u63a8\u7406 tokens \u6570\u91cf\u53ef\u4ee5\u5728 <a href=\"https:\/\/platform.openai.com\/docs\/api-reference\/chat\/object\">\u804a\u5929\u751f\u6210\u54cd\u5e94\u5bf9\u8c61\u7684 usage \u5bf9\u8c61<\/a> \u4e2d\u7684 <code>completion_tokens_details<\/code>\u00a0\u67e5\u770b\uff1a<\/p>\n<pre>usage: {\r\ntotal_tokens: 1000,\r\nprompt_tokens: 400,\r\ncompletion_tokens: 600,\r\ncompletion_tokens_details: {\r\nreasoning_tokens: 500\r\n}\r\n}<\/pre>\n<p>&nbsp;<\/p>\n<h3>\u63a7\u5236\u6210\u672c<\/h3>\n<p>\u8981\u7ba1\u7406 o1 \u7cfb\u5217\u6a21\u578b\u7684\u6210\u672c\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 <a href=\"https:\/\/platform.openai.com\/docs\/api-reference\/chat\/create#chat-create-max_completion_tokens\"><code>max_completion_tokens<\/code><\/a>\u00a0\u53c2\u6570\u9650\u5236\u6a21\u578b\u751f\u6210\u7684\u603b tokens \u6570\u91cf\uff08\u5305\u62ec\u63a8\u7406\u548c\u751f\u6210 tokens\uff09\u3002<\/p>\n<p>\u5728\u4e4b\u524d\u7684\u6a21\u578b\u4e2d\uff0c`<code>max_tokens<\/code>` \u53c2\u6570\u63a7\u5236\u751f\u6210\u7684 tokens \u6570\u91cf\u548c\u7528\u6237\u53ef\u89c1\u7684 tokens \u6570\u91cf\uff0c\u8fd9\u4e24\u8005\u59cb\u7ec8\u76f8\u7b49\u3002\u7136\u800c\uff0c\u5728 o1 \u7cfb\u5217\u4e2d\uff0c\u751f\u6210\u7684\u603b tokens \u6570\u91cf\u53ef\u4ee5\u8d85\u8fc7\u53ef\u89c1\u7684 tokens \u6570\u91cf\uff0c\u56e0\u4e3a\u5185\u90e8\u63a8\u7406 tokens \u7684\u5b58\u5728\u3002<\/p>\n<p>\u7531\u4e8e\u4e00\u4e9b\u5e94\u7528\u53ef\u80fd\u4f9d\u8d56 `<code>max_tokens<\/code>` \u4e0e\u4ece API \u63a5\u6536\u7684 tokens \u6570\u91cf\u4e00\u81f4\uff0co1 \u7cfb\u5217\u5f15\u5165\u4e86 `<code>max_completion_tokens<\/code>` \u6765\u660e\u786e\u63a7\u5236\u6a21\u578b\u751f\u6210\u7684\u603b tokens \u6570\u91cf\uff0c\u5305\u62ec\u63a8\u7406\u548c\u53ef\u89c1\u7684\u751f\u6210 tokens\u3002\u8fd9\u79cd\u663e\u5f0f\u7684\u9009\u62e9\u786e\u4fdd\u5728\u4f7f\u7528\u65b0\u6a21\u578b\u65f6\u4e0d\u4f1a\u7834\u574f\u73b0\u6709\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u5bf9\u4e8e\u4e4b\u524d\u7684\u6240\u6709\u6a21\u578b\uff0c`<code>max_tokens<\/code>` \u53c2\u6570\u4ecd\u4fdd\u6301\u539f\u6709\u529f\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\u4e3a\u63a8\u7406\u9884\u7559\u7a7a\u95f4<\/h3>\n<p>\u5982\u679c\u751f\u6210\u7684 tokens \u8fbe\u5230\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u9650\u5236\u6216\u60a8\u8bbe\u7f6e\u7684 `<code>max_completion_tokens<\/code>` \u503c\uff0c\u60a8\u5c06\u6536\u5230 `<code>finish_reason<\/code>` \u8bbe\u7f6e\u4e3a `<code>length<\/code>` \u7684\u804a\u5929\u751f\u6210\u54cd\u5e94\u3002\u8fd9\u53ef\u80fd\u4f1a\u5728\u4efb\u4f55\u53ef\u89c1\u7684\u751f\u6210 tokens \u751f\u6210\u4e4b\u524d\u53d1\u751f\uff0c\u610f\u5473\u7740\u60a8\u53ef\u80fd\u4f1a\u4e3a\u8f93\u5165\u548c\u63a8\u7406 tokens \u4ed8\u8d39\uff0c\u800c\u6ca1\u6709\u6536\u5230\u53ef\u89c1\u7684\u54cd\u5e94\u3002<\/p>\n<p>\u4e3a\u4e86\u9632\u6b62\u8fd9\u79cd\u60c5\u51b5\uff0c\u8bf7\u786e\u4fdd\u5728\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e2d\u7559\u51fa\u8db3\u591f\u7684\u7a7a\u95f4\uff0c\u6216\u5c06 `<code>max_completion_tokens<\/code>` \u503c\u8c03\u6574\u4e3a\u66f4\u9ad8\u7684\u6570\u5b57\u3002OpenAI \u5efa\u8bae\u5728\u5f00\u59cb\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u65f6\uff0c\u9884\u7559\u81f3\u5c11 25,000 \u4e2a tokens \u7528\u4e8e\u63a8\u7406\u548c\u8f93\u51fa\u3002\u5f53\u60a8\u719f\u6089\u63d0\u793a\u6240\u9700\u7684\u63a8\u7406 tokens \u6570\u91cf\u540e\uff0c\u53ef\u4ee5\u76f8\u5e94\u8c03\u6574\u8fd9\u4e2a\u7f13\u51b2\u533a\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5173\u4e8e\u63d0\u793a\u8bcd\u7684\u5efa\u8bae<\/h2>\n<p>&nbsp;<\/p>\n<p>\u8fd9\u4e9b\u6a21\u578b\u5728\u4f7f\u7528\u7b80\u6d01\u660e\u786e\u7684\u63d0\u793a\u8bcd\u65f6\u8868\u73b0\u6700\u4f73\u3002\u4e00\u4e9b\u63d0\u793a\u8bcd\u5de5\u7a0b\u6280\u5de7\uff08\u5982 few-shot \u63d0\u793a\u6216\u8ba9\u6a21\u578b\u201c\u9010\u6b65\u601d\u8003\u201d\uff09\u53ef\u80fd\u65e0\u6cd5\u63d0\u5347\u8868\u73b0\uff0c\u6709\u65f6\u751a\u81f3\u4f1a\u8d77\u5230\u53cd\u6548\u679c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6700\u4f73\u5b9e\u8df5\uff1a<\/p>\n<ul>\n<li><strong>\u4fdd\u6301\u63d0\u793a\u7b80\u6d01\u660e\u4e86\uff1a<\/strong> \u8fd9\u4e9b\u6a21\u578b\u64c5\u957f\u7406\u89e3\u5e76\u56de\u5e94\u7b80\u77ed\u3001\u6e05\u6670\u7684\u6307\u4ee4\uff0c\u65e0\u9700\u63d0\u4f9b\u8fc7\u591a\u6307\u5bfc\u3002<\/li>\n<li><strong>\u907f\u514d\u94fe\u5f0f\u601d\u7ef4\u63d0\u793a\uff1a<\/strong> \u7531\u4e8e\u8fd9\u4e9b\u6a21\u578b\u5728\u5185\u90e8\u8fdb\u884c\u63a8\u7406\uff0c\u5f15\u5bfc\u5b83\u4eec\u201c\u9010\u6b65\u601d\u8003\u201d\u6216\u201c\u89e3\u91ca\u4f60\u7684\u63a8\u7406\u201d\u5e76\u975e\u5fc5\u8981\u3002<\/li>\n<li><strong>\u4f7f\u7528\u5206\u9694\u7b26\u63d0\u9ad8\u6e05\u6670\u5ea6\uff1a<\/strong> \u4f7f\u7528\u4e09\u91cd\u5f15\u53f7\u3001XML \u6807\u7b7e\u6216\u7ae0\u8282\u6807\u9898\u7b49\u5206\u9694\u7b26\u6765\u6e05\u6670\u6807\u793a\u8f93\u5165\u7684\u4e0d\u540c\u90e8\u5206\uff0c\u6709\u52a9\u4e8e\u6a21\u578b\u6b63\u786e\u7406\u89e3\u5404\u4e2a\u90e8\u5206\u3002<\/li>\n<li>\u5728\u68c0\u7d22\u589e\u5f3a\u751f\u6210 (<a href=\"https:\/\/www.kdjingpai.com\/pt\/rag\/\">RAG<\/a>) \u4e2d\u9650\u5236\u989d\u5916\u4e0a\u4e0b\u6587\uff1a** \u63d0\u4f9b\u989d\u5916\u4e0a\u4e0b\u6587\u6216\u6587\u6863\u65f6\uff0c\u53ea\u5305\u542b\u6700\u76f8\u5173\u7684\u4fe1\u606f\uff0c\u907f\u514d\u6a21\u578b\u7684\u56de\u590d\u8fc7\u4e8e\u590d\u6742\u5316\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6438\" title=\"o1\uff08\u63a8\u7406\u6a21\u578b\uff09\u4f7f\u7528\u6307\u5357\uff0c\u63d0\u793a\u8bcd\u7f16\u5199\u5efa\u8bae-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7a27525d660efe3.jpg\" alt=\"o1\uff08\u63a8\u7406\u6a21\u578b\uff09\u4f7f\u7528\u6307\u5357\uff0c\u63d0\u793a\u8bcd\u7f16\u5199\u5efa\u8bae-1\" width=\"1736\" height=\"1230\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7a27525d660efe3.jpg 1736w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7a27525d660efe3-300x213.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7a27525d660efe3-1024x726.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7a27525d660efe3-768x544.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7a27525d660efe3-1536x1088.jpg 1536w\" sizes=\"auto, (max-width: 1736px) 100vw, 1736px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6437\" title=\"o1\uff08\u63a8\u7406\u6a21\u578b\uff09\u4f7f\u7528\u6307\u5357\uff0c\u63d0\u793a\u8bcd\u7f16\u5199\u5efa\u8bae-2\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1d1f0df82813d56.jpg\" alt=\"o1\uff08\u63a8\u7406\u6a21\u578b\uff09\u4f7f\u7528\u6307\u5357\uff0c\u63d0\u793a\u8bcd\u7f16\u5199\u5efa\u8bae-2\" width=\"1520\" height=\"1556\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1d1f0df82813d56.jpg 1520w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1d1f0df82813d56-293x300.jpg 293w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1d1f0df82813d56-1000x1024.jpg 1000w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1d1f0df82813d56-768x786.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1d1f0df82813d56-1500x1536.jpg 1500w\" sizes=\"auto, (max-width: 1520px) 100vw, 1520px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3>\u63d0\u793a\u8bcd\u793a\u4f8b<\/h3>\n<p><strong>\u7f16\u7801\uff08\u91cd\u6784\uff09<\/strong><\/p>\n<p>OpenAI o1 \u7cfb\u5217\u6a21\u578b\u80fd\u591f\u5b9e\u73b0\u590d\u6742\u7b97\u6cd5\u5e76\u751f\u6210\u4ee3\u7801\u3002\u4ee5\u4e0b\u63d0\u793a\u8981\u6c42 o1 \u57fa\u4e8e\u4e00\u4e9b\u7279\u5b9a\u6807\u51c6\u91cd\u6784\u4e00\u4e2a <a href=\"https:\/\/www.kdjingpai.com\/pt\/react\/\">React<\/a> \u7ec4\u4ef6\u3002<\/p>\n<pre>from openai import OpenAI\r\n\r\nclient = OpenAI()\r\n\r\nprompt = \"\"\"\r\n\u6307\u4ee4\uff1a\r\n- \u5bf9\u4e0b\u9762\u7684 React \u7ec4\u4ef6\u8fdb\u884c\u4fee\u6539\uff0c\u4f7f\u5f97\u975e\u5c0f\u8bf4\u7c7b\u4e66\u7c4d\u7684\u6587\u5b57\u53d8\u4e3a\u7ea2\u8272\u3002\r\n- \u56de\u590d\u4e2d\u53ea\u8fd4\u56de\u4ee3\u7801\uff0c\u4e0d\u8981\u5305\u542b\u4efb\u4f55\u989d\u5916\u7684\u683c\u5f0f\uff0c\u5982 markdown \u4ee3\u7801\u5757\u3002\r\n- \u5728\u683c\u5f0f\u4e0a\uff0c\u4f7f\u7528\u56db\u4e2a\u7a7a\u683c\u7f29\u8fdb\uff0c\u4e14\u4ee3\u7801\u884c\u4e0d\u8d85\u8fc7 80 \u5217\u3002\r\n\r\nconst books = [\r\n{ title: '\u6c99\u4e18', category: 'fiction', id: 1 },\r\n{ title: '\u79d1\u5b66\u602a\u4eba', category: 'fiction', id: 2 },\r\n{ title: '\u9b54\u7403', category: 'nonfiction', id: 3 },\r\n];\r\n\r\nexport default function BookList() {\r\nconst listItems = books.map(book =&gt;\r\n&lt;li&gt;\r\n{book.title}\r\n&lt;\/li&gt;\r\n);\r\n\r\nreturn (\r\n&lt;ul&gt;{listItems}&lt;\/ul&gt;\r\n);\r\n}\r\n\"\"\"\r\n\r\nresponse = client.chat.completions.create(\r\nmodel=\"o1-mini\",\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"text\",\r\n\"text\": prompt\r\n},\r\n],\r\n}\r\n]\r\n)\r\n\r\nprint(response.choices[0].message.content)<\/pre>\n<p>&nbsp;<\/p>\n<p><strong>\u7f16\u7801\uff08\u89c4\u5212\uff09<\/strong><\/p>\n<p>OpenAI o1 \u7cfb\u5217\u6a21\u578b\u4e5f\u64c5\u957f\u521b\u5efa\u591a\u6b65\u9aa4\u7684\u8ba1\u5212\u3002\u6b64\u793a\u4f8b\u63d0\u793a\u8981\u6c42 o1 \u521b\u5efa\u4e00\u4e2a\u5b8c\u6574\u89e3\u51b3\u65b9\u6848\u7684\u6587\u4ef6\u7cfb\u7edf\u7ed3\u6784\uff0c\u5e76\u63d0\u4f9b\u5b9e\u73b0\u6240\u9700\u7528\u4f8b\u7684 Python \u4ee3\u7801\u3002<\/p>\n<pre>from openai import OpenAI\r\n\r\nclient = OpenAI()\r\n\r\nprompt = \"\"\"\r\n\u6211\u60f3\u6784\u5efa\u4e00\u4e2a Python \u5e94\u7528\u7a0b\u5e8f\uff0c\u63a5\u6536\u7528\u6237\u95ee\u9898\u5e76\u5728\u6570\u636e\u5e93\u4e2d\u67e5\u627e\u5bf9\u5e94\u7b54\u6848\u3002\u5982\u679c\u627e\u5230\u76f8\u8fd1\u5339\u914d\uff0c\u5c31\u8fd4\u56de\u5339\u914d\u7684\u7b54\u6848\u3002\u5982\u679c\u6ca1\u6709\u5339\u914d\uff0c\u8981\u6c42\u7528\u6237\u63d0\u4f9b\u7b54\u6848\uff0c\u5e76\u5c06\u95ee\u9898\/\u7b54\u6848\u5bf9\u5b58\u50a8\u5230\u6570\u636e\u5e93\u4e2d\u3002\u4e3a\u6b64\u521b\u5efa\u4e00\u4e2a\u76ee\u5f55\u7ed3\u6784\u7684\u8ba1\u5212\uff0c\u7136\u540e\u8fd4\u56de\u6bcf\u4e2a\u6587\u4ef6\u7684\u5b8c\u6574\u5185\u5bb9\u3002\u4ec5\u5728\u4ee3\u7801\u5f00\u59cb\u548c\u7ed3\u675f\u65f6\u63d0\u4f9b\u4f60\u7684\u63a8\u7406\uff0c\u800c\u4e0d\u662f\u5728\u4ee3\u7801\u4e2d\u95f4\u3002\r\n\"\"\"\r\n\r\nresponse = client.chat.completions.create(\r\nmodel=\"o1-preview\",\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"text\",\r\n\"text\": prompt\r\n},\r\n],\r\n}\r\n]\r\n)\r\n\r\nprint(response.choices[0].message.content)<\/pre>\n<p>&nbsp;<\/p>\n<p><strong>STEM \u7814\u7a76<\/strong><\/p>\n<p>OpenAI o1 \u7cfb\u5217\u6a21\u578b\u5728 STEM \u7814\u7a76\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u7528\u4e8e\u652f\u6301\u57fa\u7840\u7814\u7a76\u4efb\u52a1\u7684\u63d0\u793a\u901a\u5e38\u4f1a\u663e\u793a\u51fa\u5f3a\u52b2\u7684\u7ed3\u679c\u3002<\/p>\n<pre>from openai import OpenAI\r\nclient = OpenAI()\r\n\r\nprompt = \"\"\"\r\n\u6211\u4eec\u5e94\u8be5\u8003\u8651\u7814\u7a76\u54ea\u4e09\u79cd\u5316\u5408\u7269\u4ee5\u63a8\u8fdb\u65b0\u6297\u751f\u7d20\u7684\u7814\u7a76\uff1f\u4e3a\u4ec0\u4e48\u8981\u8003\u8651\u5b83\u4eec\uff1f\r\n\"\"\"\r\n\r\nresponse = client.chat.completions.create(\r\nmodel=\"o1-preview\",\r\nmessages=[\r\n{\r\n\"role\": \"user\", \r\n\"content\": prompt\r\n}\r\n]\r\n)\r\n\r\nprint(response.choices[0].message.content)<\/pre>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u7528\u4f8b\u793a\u4f8b<\/h2>\n<p>\u4e00\u4e9b\u4f7f\u7528 o1 \u8fdb\u884c\u73b0\u5b9e\u4e16\u754c\u7528\u4f8b\u7684\u793a\u4f8b\u53ef\u4ee5\u5728 <a href=\"https:\/\/cookbook.openai.com\/\">the cookbook<\/a> \u4e2d\u627e\u5230\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/cookbook.openai.com\/examples\/o1\/using_reasoning_for_data_validation\">\u4f7f\u7528\u63a8\u7406\u8fdb\u884c\u6570\u636e\u9a8c\u8bc1<\/a><\/li>\n<li><a href=\"https:\/\/cookbook.openai.com\/examples\/o1\/using_reasoning_for_routine_generation\">\u4f7f\u7528\u63a8\u7406\u6765\u751f\u6210\u4f8b\u7a0b<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>OpenAI o1\u00a0\u7cfb\u5217\u6a21\u578b\u662f\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u7684\u65b0\u578b\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u65e8\u5728\u6267\u884c\u590d\u6742\u7684\u63a8\u7406\u3002o1 \u6a21\u578b\u5728\u56de\u7b54\u4e4b\u524d\u8fdb\u884c\u601d\u8003\uff0c\u5e76\u4e14\u5728\u56de\u5e94\u7528\u6237\u4e4b\u524d\u80fd\u591f\u4ea7\u751f\u957f\u65f6\u95f4\u7684\u5185\u90e8\u601d\u8003\u94fe\u3002o1 \u6a21\u578b\u5728\u79d1\u5b66\u63a8\u7406\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u5728\u7ade\u4e89\u7f16\u7a0b\u95ee\u9898\uff08Codeforces\uff09\u4e2d\u6392\u540d\u7b2c&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[],"class_list":["post-6434","post","type-post","status-publish","format-standard","hentry","category-knowledge"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/6434","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=6434"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/6434\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=6434"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=6434"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=6434"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}