{"id":1556,"date":"2024-05-22T03:43:32","date_gmt":"2024-05-22T03:43:32","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1556"},"modified":"2024-05-22T03:44:04","modified_gmt":"2024-05-22T03:44:04","slug":"damoxingyingyongkaifashiyongzhinengzhushouweichanpinchuangjianyigeaikefu","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/damoxingyingyongkaifashiyongzhinengzhushouweichanpinchuangjianyigeaikefu.html","title":{"rendered":"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u4f7f\u7528\u667a\u80fd\u52a9\u624b\u4e3a\u4ea7\u54c1\u521b\u5efa\u4e00\u4e2aAI\u5ba2\u670d"},"content":{"rendered":"<p>\u6b22\u8fce\u9605\u8bfb\u672c\u7cfb\u5217\u6587\u7ae0\uff01\u6211\u5c06\u5e26\u4f60\u4e00\u8d77\u63a2\u7d22\u5982\u4f55\u4f7f\u7528OpenAI API\u6765\u5f00\u53d1GPT\u5e94\u7528\u3002\u65e0\u8bba\u4f60\u662f\u7f16\u7a0b\u65b0\u624b\u8fd8\u662f\u8d44\u6df1\u5f00\u53d1\u8005\uff0c\u90fd\u80fd\u5728\u8fd9\u91cc\u83b7\u5f97\u7075\u611f\u548c\u6536\u83b7\u3002<\/p>\n<p>\u672c\u6587\u5c06\u7ee7\u7eed\u5206\u4eabAI\u52a9\u624b\/AI\u5ba2\u670d\u7684\u5f00\u53d1\u65b9\u5f0f\uff0c\u5728OpenAPI\u4e2d\u5b83\u7684\u540d\u5b57\u662fAssistants\u3002<\/p>\n<h2 data-id=\"heading-0\">\u4ec0\u4e48\u662fAssistants\uff1f<\/h2>\n<p>\u5728\u4e4b\u524d\u7684\u6587\u7ae0\u4e2d\u6211\u6f14\u793a\u4e86\u63d2\u4ef6\u7684\u4f7f\u7528\u65b9\u6cd5\uff0c\u6bd4\u5982\u67e5\u8be2\u5b9e\u65f6\u5929\u6c14\u3001\u8fdb\u884c\u6570\u5b66\u8fd0\u7b97\u7b49\uff0c\u8fd9\u4e9b\u90fd\u662f\u5927\u6a21\u578b\u81ea\u8eab\u505a\u4e0d\u5230\u7684\u4e8b\u60c5\uff0c\u56e0\u6b64\u53ef\u4ee5\u8bf4\u63d2\u4ef6\u7684\u4e3b\u8981\u4f5c\u7528\u662f\u6269\u5c55\u4e86\u5927\u6a21\u578b\u7684\u5904\u7406\u80fd\u529b\u3002\u90a3\u4e48Assistants\u80fd\u5e72\u4ec0\u4e48\u5462\uff1f<\/p>\n<p>Assistants\u7684\u4e3b\u8981\u4f5c\u7528\u662f\u5f3a\u5316\u5927\u6a21\u578b\u5728\u67d0\u65b9\u9762\u7684\u5e94\u7528\u80fd\u529b\uff0c\u6bd4\u5982\u76ee\u524d\u5df2\u7ecf\u5927\u8303\u56f4\u4f7f\u7528\u7684AI\u5ba2\u670d\u548c\u77e5\u8bc6\u5e93\u52a9\u624b\uff0c\u5b83\u4eec\u53ef\u4ee5\u51c6\u786e\u7684\u7406\u89e3\u7528\u6237\u7684\u95ee\u9898\uff0c\u5e76\u5728\u9650\u5b9a\u7684\u77e5\u8bc6\u8303\u56f4\u5185\u8fdb\u884c\u7cbe\u51c6\u56de\u7b54\u3002\u53e6\u5916\u501f\u52a9Assistants\u7684\u80fd\u529b\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u505a\u66f4\u591a\u6709\u8da3\u7684\u4e8b\u60c5\uff0c\u6bd4\u5982\u8ba9\u5b83\u6309\u7167\u6307\u5b9a\u7684\u89c4\u8303\u5bf9\u4ee3\u7801\u8fdb\u884cReview\uff0c\u6309\u7167\u67d0\u79cd\u6307\u5b9a\u7684\u98ce\u683c\u6216\u8005\u6a21\u5f0f\u6765\u8fdb\u884c\u6587\u5b66\u521b\u4f5c\uff0c\u7b49\u7b49\u3002<\/p>\n<p>\u672c\u6587\u6211\u4eec\u5c06\u901a\u8fc7\u4e00\u4e2aAI\u5ba2\u670d\u6765\u6f14\u793aAssistants\u7684\u4f7f\u7528\u65b9\u6cd5\u3002\u5148\u770b\u6548\u679c\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e646469556b4f730657b64b30bf0199e.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u4f7f\u7528\u667a\u80fd\u52a9\u624b\u4e3a\u4ea7\u54c1\u521b\u5efa\u4e00\u4e2aAI\u5ba2\u670d\" \/><\/figure>\n<\/p>\n<p>\u8fd9\u91cc\u6211\u5f00\u53d1\u4e86\u4e00\u4e2a\u7a7a\u6c14\u51c0\u5316\u5668\u7684AI\u5ba2\u670d\uff0c\u7136\u540e\u7528\u6237\u5411AI\u5ba2\u670d\u63d0\u4e86\u56db\u4e2a\u95ee\u9898\uff0c\u524d\u4e09\u4e2a\u95ee\u9898AI\u90fd\u7406\u89e3\u51c6\u786e\u5e76\u56de\u7b54\u6b63\u786e\uff0c\u56de\u7b54\u5185\u5bb9\u5168\u90e8\u6765\u6e90\u4e8e\u4ea7\u54c1\u624b\u518c\uff0c\u6700\u540e\u4e00\u4e2a\u95ee\u9898\u8131\u79bb\u4e86\u4ea7\u54c1\u624b\u518c\u7684\u5185\u5bb9\u8303\u56f4\uff0cAI\u53ea\u80fd\u62d2\u7edd\u56de\u7b54\u3002<\/p>\n<h2 data-id=\"heading-1\">Assistants\u7684\u8fd0\u884c\u539f\u7406<\/h2>\n<p>\u5de5\u6b32\u5584\u5176\u4e8b\uff0c\u5fc5\u5148\u77e5\u5176\u7406\u3002\u5728\u7f16\u5199Assistants\u7684\u4ee3\u7801\u4e4b\u524d\uff0c\u6211\u4eec\u5148\u8981\u641e\u6e05\u695a\u5b83\u662f\u600e\u4e48\u8fd0\u884c\u7684\uff0c\u7136\u540e\u5199\u4ee3\u7801\u7684\u65f6\u5019\u624d\u80fd\u6709\u7684\u653e\u77e2\u3001\u903b\u8f91\u6e05\u6670\u3002<\/p>\n<p>\u8bf7\u770b\u4e0b\u8fb9\u8fd9\u5f20\u56fe\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e6e64c7fec7f20d63f7c4e595107f591.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u4f7f\u7528\u667a\u80fd\u52a9\u624b\u4e3a\u4ea7\u54c1\u521b\u5efa\u4e00\u4e2aAI\u5ba2\u670d\" \/><\/figure>\n<\/p>\n<p>1\u3001\u521b\u5efa\u667a\u80fd\u52a9\u624b\uff08Assistant\uff09\uff1a\u8fd9\u4e00\u6b65\u6211\u4eec\u8981\u7ed9\u667a\u80fd\u52a9\u624b\u4e0b\u4e2a\u5b9a\u4e49\uff0c\u5305\u62ec\u8d77\u4e2a\u540d\u5b57\u3001\u58f0\u660e\u5b83\u7684\u80fd\u529b\u3001\u4f7f\u7528\u7684\u5927\u6a21\u578b\u7248\u672c\u3001\u589e\u5f3a\u80fd\u529b\u7684\u65b9\u5f0f\uff08\u6267\u884c\u4ee3\u7801\u3001\u4ece\u77e5\u8bc6\u5e93\u68c0\u7d22\u3001\u8c03\u7528\u5916\u90e8\u51fd\u6570\uff09\u7b49\u3002<\/p>\n<p>2\u3001\u521b\u5efa\u7528\u6237\u4f1a\u8bdd\uff08Thread\uff09\uff1a\u4f1a\u8bdd\u5c31\u662f\u7528\u6237\u548c\u667a\u80fd\u52a9\u624b\u4e4b\u95f4\u7684\u4e00\u6b21\u804a\u5929\uff0cGPT\u53ef\u4ee5\u901a\u8fc7\u4f1a\u8bdd\u65b9\u4fbf\u7684\u7ba1\u7406\u804a\u5929\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>3\u3001\u6dfb\u52a0\u7528\u6237\u6d88\u606f\u5230\u4f1a\u8bdd\uff08Message\uff09\uff1a\u5c31\u662f\u7528\u6237\u5411\u667a\u80fd\u52a9\u624b\u8bf4\u7684\u8bdd\uff0c\u5fc5\u987b\u6dfb\u52a0\u5230\u4f1a\u8bdd\u4e2d\u3002<\/p>\n<p>4\u3001\u5728\u4f1a\u8bdd\u4e2d\u8fd0\u884c\u667a\u80fd\u52a9\u624b\uff08Run\uff09\uff1a\u5c06\u4f1a\u8bdd\u548c\u667a\u80fd\u52a9\u624b\u8fdb\u884c\u7ed1\u5b9a\uff0c\u8fd0\u884c\u667a\u80fd\u52a9\u624b\u6765\u5904\u7406\u7528\u6237\u7684\u6d88\u606f\u3002\u8fd9\u4e00\u6b65\u5b9e\u9645\u4e0a\u4f1a\u521b\u5efa\u4e00\u4e2a\u667a\u80fd\u52a9\u624b\u7684\u6267\u884c\u5bf9\u8c61\uff0c\u7136\u540e\u628a\u8fd9\u4e2a\u6267\u884c\u5bf9\u8c61\u6dfb\u52a0\u5230\u4e00\u4e2a\u5904\u7406\u961f\u5217\u4e2d\uff0c\u6700\u7ec8\u5904\u7406\u72b6\u6001\u4f1a\u66f4\u65b0\u5230\u8fd0\u884c\u5bf9\u8c61\u4e2d\u3002<\/p>\n<p>5\u3001\u83b7\u53d6GPT\u54cd\u5e94\u7684\u6d88\u606f\uff08Response\uff09\uff1a\u901a\u8fc7\u4e0d\u65ad\u68c0\u67e5\u8fd0\u884c\u5bf9\u8c61\u7684\u72b6\u6001\uff0c\u83b7\u53d6\u667a\u80fd\u52a9\u624b\u7684\u54cd\u5e94\u7ed3\u679c\u3002<\/p>\n<h2 data-id=\"heading-2\">\u5b9e\u73b0AI\u5ba2\u670d<\/h2>\n<p>\u6211\u4eec\u8fd9\u91cc\u5c31\u6309\u7167Assistant\u7684\u8fd0\u884c\u539f\u7406\u6765\u5b9e\u73b0\u4e00\u4e2aAI\u5ba2\u670d\u3002<\/p>\n<h3 data-id=\"heading-3\">\u4ea7\u54c1\u624b\u518c<\/h3>\n<p>\u9996\u5148\u6211\u4eec\u8981\u51c6\u5907\u4e00\u4e2a\u4ea7\u54c1\u624b\u518c\uff0c\u968f\u4fbf\u5199\u70b9\u4ec0\u4e48\u90fd\u884c\uff0c\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6\uff0c\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7d\u6211\u8fd9\u4e2a\uff1a<\/p>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fbosima%2Fopenai-api-demo%2Fblob%2Fmain%2Fniubiclean-book.txt\" target=\"_blank\" title=\"https:\/\/github.com\/bosima\/openai-api-demo\/blob\/main\/niubiclean-book.txt\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">github.com\/bosima\/open\u2026<\/a><\/p>\n<p>\u7136\u540e\u6211\u4eec\u9700\u8981\u5c06\u8fd9\u4e2a\u6587\u4ef6\u4e0a\u4f20\u5230OpenAI\uff0c\u6ce8\u610f\u628a\u6587\u4ef6\u653e\u5230\u7a0b\u5e8f\u80fd\u591f\u8bbf\u95ee\u5230\u7684\u5730\u65b9\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">niubiclean_book<\/span> = client.files.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    <span class=\"hljs-attr\">file<\/span>=open(<span class=\"hljs-string\">\"niubiclean-book.txt\"<\/span>, <span class=\"hljs-string\">\"rb\"<\/span>),<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    <span class=\"hljs-attr\">purpose<\/span>=<span class=\"hljs-string\">\"assistants\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">)<\/span>\n<\/code><\/pre>\n<p>purpose \u53ef\u9009\u7684\u503c\u6709\u4e24\u4e2a\uff1afine-tune \u548c assistants\u3002<\/p>\n<h3 data-id=\"heading-4\">\u521b\u5efa\u52a9\u624b<\/h3>\n<p>\u8fd9\u91cc\u4f7f\u7528\u7684\u662f client.beta.assistants.create \u6765\u521b\u5efa\u5ba2\u670d\uff0c\u56e0\u4e3aassistants\u8fd8\u6ca1\u6709\u6b63\u5f0f\u53d1\u5e03\uff0c\u6240\u4ee5\u8fd9\u91cc\u7684\u5305\u7a7a\u95f4\u540d\u79f0\u4e2d\u5305\u542b\u4e86\u4e00\u4e2abeta\uff0c\u6b63\u5f0f\u53d1\u5e03\u65f6\u4f1a\u53bb\u6389\u3002\u5177\u4f53\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">waiter<\/span> = client.beta.assistants.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    <span class=\"hljs-attr\">name<\/span>=<span class=\"hljs-string\">\"\u725b\u903c\u51c0\u5316\u5668\u667a\u80fd\u5ba2\u670d\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    <span class=\"hljs-attr\">description<\/span>=<span class=\"hljs-string\">\"24\u5c0f\u65f6\u4e3a\u60a8\u670d\u52a1\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    <span class=\"hljs-attr\">instructions<\/span>=<span class=\"hljs-string\">\"\u4f60\u662f\u725b\u903c\u51c0\u5316\u5668\u516c\u53f8\u7684\u667a\u80fd\u5ba2\u670d\uff0c\u8bf7\u5f15\u7528\u6587\u4ef6\u4e2d\u7684\u5185\u5bb9\u56de\u7b54\u95ee\u9898\uff0c\u8868\u8fbe\u8981\u901a\u4fd7\u6613\u61c2\u3001\u5c3d\u91cf\u7b80\u77ed\uff1b\u82e5\u95ee\u9898\u8d85\u51fa\u6587\u4ef6\u5185\u5bb9\uff0c\u8bf7\u59d4\u5a49\u62d2\u7edd\u3002\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    <span class=\"hljs-attr\">model<\/span>=<span class=\"hljs-string\">\"gpt-3.5-turbo-1106\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    <span class=\"hljs-attr\">tools<\/span>=[<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">        {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">            <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"retrieval\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">    ],<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">    <span class=\"hljs-comment\"># \u77e5\u8bc6\u6587\u4ef6\uff0c\u901a\u8fc7File\u63a5\u53e3\u4e0a\u4f20\u7684<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">    <span class=\"hljs-attr\">file_ids<\/span>=[niubiclean_book.id]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">)<\/span>\n<\/code><\/pre>\n<p>\u7b80\u5355\u8bf4\u4e0b\u8fd9\u51e0\u4e2a\u53c2\u6570\uff1a<\/p>\n<p>name\uff1a\u667a\u80fd\u52a9\u624b\u7684\u540d\u5b57\uff0c\u968f\u4fbf\u8d77\u3002<\/p>\n<p>description\uff1a\u667a\u80fd\u52a9\u624b\u7684\u7b80\u4ecb\u63cf\u8ff0\uff0c\u6700\u957f 512 \u5b57\u7b26\u3002<\/p>\n<p>instructions\uff1a\u7ed9\u667a\u80fd\u52a9\u624b\u7684\u6307\u4ee4\uff0c\u4e5f\u5c31\u662f\u63d0\u793a\u8bcd\uff0c\u8ba9\u667a\u80fd\u52a9\u624b\u6309\u7167\u8fd9\u91cc\u7684\u63d0\u793a\u8bcd\u63d0\u4f9b\u670d\u52a1\u3002\u8fd9\u91cc\u6211\u7528\u4e86\u4e00\u4e2a\u5e38\u89c1\u7684\u63d0\u793a\u8bcd\u5957\u8def\uff0c\u8ba9\u5b83\u626e\u6f14\u4e00\u4e2a\u89d2\u8272\uff0c\u6709\u4ec0\u4e48\u6837\u7684\u80fd\u529b\uff0c\u5982\u4f55\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898\u7b49\u3002\u6700\u957f 32768 \u5b57\u7b26\u3002<\/p>\n<p>model\uff1a\u4f7f\u7528\u7684GPT\u5927\u6a21\u578b\uff0c\u8fd9\u91cc\u7528\u4fbf\u5b9c\u76843.5\uff0c\u4f60\u4e5f\u53ef\u4ee5\u6362\u6210GPT-4\u3002<\/p>\n<p>tools\uff1aassistants\u5f00\u542f\u7684\u5de5\u5177\uff0c\u5171\u6709\u4e09\u79cd\u7c7b\u578b\uff1acode_interpreter\u3001retrieval\u3001function\u3002<\/p>\n<ul>\n<li>code_interpreter\uff1a\u662f\u4ee3\u7801\u89e3\u91ca\u5668\uff0c\u80fd\u8ba9GPT\u5728\u4e00\u4e2a\u6c99\u76d2\u73af\u5883\u4e2d\u6267\u884cpython\u4ee3\u7801\uff0c\u80fd\u4ece\u6587\u4ef6\u8bfb\u53d6\u6570\u636e\uff0c\u4e5f\u80fd\u751f\u6210\u6587\u4ef6\uff0c\u9700\u8981\u901a\u8fc7instructions\u63d0\u793aassistant\u53ef\u4ee5\u6267\u884c\u4ee3\u7801\u3002<\/li>\n<li>retrieval\uff1a\u4ece\u6587\u4ef6\u68c0\u7d22\u5185\u5bb9\uff0c\u8fd9\u91cc\u6211\u4eec\u7684AI\u5ba2\u670d\u53ea\u80fd\u6839\u636e\u4ea7\u54c1\u624b\u518c\u56de\u7b54\u95ee\u9898\uff0c\u6240\u4ee5\u8fd9\u91cc\u53ea\u5f00\u542f\u4e86retrieval\u7684\u80fd\u529b\u3002<\/li>\n<li>function\uff1a\u548c\u804a\u5929\u63d2\u4ef6\u7684\u4f7f\u7528\u65b9\u6cd5\u4e00\u6837\uff0c\u8c03\u7528\u6267\u884c\u51fd\u6570\uff0c\u6839\u636e\u6267\u884c\u7ed3\u679c\u5411\u7528\u6237\u8fd4\u56de\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<p>file_ids\uff1a\u6307\u5b9aGPT\u8981\u68c0\u7d22\u7684\u6587\u4ef6Id\uff0c\u53ef\u4ee5\u8bbe\u7f6e\u591a\u4e2a\u3002\u8fd9\u91cc\u8bbe\u7f6e\u4e3a\u6211\u4eec\u4e0a\u4e00\u6b65\u4e0a\u4f20\u7684\u624b\u518c\u3002<\/p>\n<h3 data-id=\"heading-5\">\u521b\u5efa\u7528\u6237\u4f1a\u8bdd<\/h3>\n<p>\u4f7f\u7528 client.beta.threads.create \u521b\u5efa\u7528\u6237\u4f1a\u8bdd\uff0c\u5177\u4f53\u4ee3\u7801\u5982\u4e0b\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">lua<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-lua code-block-extension-codeShowNum\" lang=\"lua\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">thread_userjia = client.beta.threads.<span class=\"hljs-built_in\">create<\/span>(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    metadata={<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">        <span class=\"hljs-string\">\"\u59d3\u540d\"<\/span>: <span class=\"hljs-string\">\"\u7528\u6237\u7532\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">        <span class=\"hljs-string\">\"\u5e74\u9f84\"<\/span>: <span class=\"hljs-number\">36<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">        <span class=\"hljs-string\">\"\u6027\u522b\"<\/span>: <span class=\"hljs-string\">\"\u7537\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">)<\/span>\n<\/code><\/pre>\n<p>metadata\u662f\u53ef\u9009\u7684\uff0c\u53ef\u4ee5\u8bbe\u7f6e\u4e00\u4e9b\u9644\u52a0\u4fe1\u606f\uff0c\u65e0\u56fa\u5b9a\u5c5e\u6027\uff0ckey-value\u683c\u5f0f\u5373\u53ef\u3002<\/p>\n<h3 data-id=\"heading-6\">\u6dfb\u52a0\u7528\u6237\u6d88\u606f\u5230\u4f1a\u8bdd<\/h3>\n<p>\u6211\u4eec\u5176\u5b9e\u53ef\u4ee5\u5728\u521b\u5efa thread \u65f6\u521d\u59cb\u5316\u4e00\u4e9b\u6d88\u606f\uff0c\u4e0d\u8fc7\u65e2\u7136\u8981\u5bf9\u8bdd\uff0c\u6f14\u793a\u4e0b\u5982\u4f55\u6dfb\u52a0\u6d88\u606f\u66f4\u6709\u610f\u4e49\u3002<\/p>\n<p>\u4f7f\u7528 client.beta.threads.messages.create \u6765\u521b\u5efa\u4e00\u6761\u7528\u6237\u6d88\u606f\uff0c\u5e76\u7ed1\u5b9a\u5230\u67d0\u4e2a\u4f1a\u8bdd\uff0c\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">message<\/span> = client.beta.threads.messages.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">        <span class=\"hljs-attr\">thread_id<\/span>=thread_userjia.id,  <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">        <span class=\"hljs-attr\">role<\/span>=<span class=\"hljs-string\">\"user\"<\/span>,          <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">        <span class=\"hljs-attr\">content<\/span>=<span class=\"hljs-string\">\"\u51c0\u5316\u5668\u6709\u4ec0\u4e48\u529f\u80fd\uff1f\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    )<\/span>\n<\/code><\/pre>\n<p>\u8fd9\u91cc\u6709\u4e09\u4e2a\u53c2\u6570\uff1a<\/p>\n<ul>\n<li>thread_id\uff1a\u6d88\u606f\u7ed1\u5b9a\u5230\u7684\u4f1a\u8bddId\u3002<\/li>\n<li>role\uff1a\u6d88\u606f\u7684\u89d2\u8272\uff0c\u76ee\u524d\u53ea\u652f\u6301 user\uff0c\u53ea\u80fd\u5411\u5176\u4e2d\u6dfb\u52a0\u7528\u6237\u6d88\u606f\u3002\u81f3\u4e8e\u5b8c\u6574\u7684\u804a\u5929\u4e0a\u4e0b\u6587\uff0cGPT\u5185\u90e8\u4f1a\u81ea\u52a8\u7ef4\u62a4\u3002<\/li>\n<li>content\uff1a\u6d88\u606f\u5185\u5bb9\uff0c\u8fd9\u4e2a\u5f88\u597d\u7406\u89e3\u3002<\/li>\n<\/ul>\n<h3 data-id=\"heading-7\">\u5728\u4f1a\u8bdd\u4e2d\u8fd0\u884c\u667a\u80fd\u52a9\u624b<\/h3>\n<p>\u4f7f\u7528 client.beta.threads.runs.create \u6765\u8fd0\u884c\u667a\u80fd\u52a9\u624b\uff0c\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">run<\/span> = client.beta.threads.runs.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">        <span class=\"hljs-attr\">thread_id<\/span>=thread_userjia.id,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">        <span class=\"hljs-attr\">assistant_id<\/span>=waiter.id,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    )<\/span>\n<\/code><\/pre>\n<p>\u8fd9\u91cc\u6709\u4e24\u4e2a\u5173\u952e\u7684\u53c2\u6570\uff1a<\/p>\n<ul>\n<li>thread_id\uff1a\u8981\u5728\u54ea\u4e2a\u4f1a\u8bdd\u4e2d\u8fd0\u884c\u667a\u80fd\u52a9\u624b\u3002<\/li>\n<li>assistant_id\uff1a\u8981\u8fd0\u884c\u54ea\u4e2a\u667a\u80fd\u52a9\u624b\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u91cc\u8fd8\u6709\u4e00\u4e9b\u5176\u5b83\u7684\u53c2\u6570\uff0c\u6bd4\u5982model\u3001instructions\u3001tools\u7b49\uff0c\u4f7f\u7528\u5b83\u4eec\u4f1a\u8986\u76d6\u6211\u4eec\u5728\u521b\u5efa assistant \u8bbe\u7f6e\u7684\u53c2\u6570\u3002<\/p>\n<h3 data-id=\"heading-8\">\u83b7\u53d6\u667a\u80fd\u52a9\u624b\u7684\u56de\u5e94<\/h3>\n<p>\u8fd0\u884c\u667a\u80fd\u52a9\u624b\u540e\u5f97\u5230\u7684\u8fd4\u56de\u503c run \u662f\u4e00\u4e2a\u5bf9\u8c61\uff0c\u4ee3\u8868\u8fd0\u884c\u5728\u4f1a\u8bdd\u4e2d\u7684\u4e00\u4e2a\u6267\u884c\uff0c\u8fd9\u4e2a\u6267\u884c\u662f\u901a\u8fc7\u961f\u5217\u5f02\u6b65\u5904\u7406\u7684\uff0c\u6211\u4eec\u4e0d\u80fd\u7acb\u5373\u5f97\u5230\u6267\u884c\u7ed3\u679c\uff0c\u9700\u8981\u5b9a\u671f\u68c0\u67e5 run \u7684\u72b6\u6001\uff0c\u5904\u7406\u5b8c\u6bd5\u4e86\u624d\u80fd\u83b7\u53d6\u5230GPT\u7684\u56de\u5e94\u6d88\u606f\u3002<\/p>\n<p>\u5148\u770b\u68c0\u67e5\u72b6\u6001\u7684\u5904\u7406\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">while <span class=\"hljs-attr\">run.status<\/span> == <span class=\"hljs-string\">\"queued\"<\/span> or run.status == <span class=\"hljs-string\">\"in_progress\"<\/span>:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    time.sleep(1)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    <span class=\"hljs-attr\">run<\/span> = client.beta.threads.runs.retrieve(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">        <span class=\"hljs-attr\">thread_id<\/span>=thread_userjia.id,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">        <span class=\"hljs-attr\">run_id<\/span>=run.id,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    )<\/span>\n<\/code><\/pre>\n<p>run \u6709\u591a\u4e2a\u72b6\u6001\uff1a queued, in_progress, requires_action, cancelling, cancelled, failed, completed, expired\uff0c\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\u5982\u679c\u4e0d\u662f queued \u6216\u8005 in_progress \u72b6\u6001\u5c31\u4ee3\u8868\u5df2\u7ecf\u6709\u7ed3\u679c\u4e86\u3002requires_action \u662f\u667a\u80fd\u52a9\u624b\u4f7f\u7528 function \u5de5\u5177\u65f6\u624d\u4f1a\u5b58\u5728\u7684\u72b6\u6001\uff0c\u8fd9\u4e2a\u4f8b\u5b50\u4e0d\u6d89\u53ca\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/d81471cd068ef478ff45858a015b4d13.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u4f7f\u7528\u667a\u80fd\u52a9\u624b\u4e3a\u4ea7\u54c1\u521b\u5efa\u4e00\u4e2aAI\u5ba2\u670d\" \/><\/figure>\n<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th><strong>\u72b6\u6001<\/strong><\/th><th><strong>\u542b\u4e49<\/strong><\/th><\/tr><\/thead><tbody><tr><td>queued<\/td><td>\u521b\u5efarun\u4e4b\u540e \u6216\u8005 \u4f7f\u7528function\u65f6\u786e\u5b9a\u4e86\u8981\u8c03\u7528\u7684function\u53ca\u5176\u53c2\u6570 \u4e4b\u540e\uff0c\u5c31\u4f1a\u8fdb\u5165\u8fd9\u4e2a\u72b6\u6001\uff0c\u8fd9\u4e2a\u72b6\u6001\u5f88\u77ed\uff0c\u9a6c\u4e0a\u4f1a\u8fdb\u5165 in_progress\u72b6\u6001\u3002<\/td><\/tr><tr><td>in_progress<\/td><td>\u4f7f\u7528\u6a21\u578b\u6216\u8005tools\u5904\u7406\u6d88\u606f\u3002<\/td><\/tr><tr><td>completed<\/td><td>\u672c\u6b21\u8fd0\u884c\u6210\u529f\u5b8c\u6210\uff0c\u53ef\u4ee5\u8bfb\u53d6GPT\u54cd\u5e94\u7684\u6d88\u606f\u4e86\u3002<\/td><\/tr><tr><td>requires_action<\/td><td>\u4f7f\u7528function\u65f6\uff0c\u4e00\u65e6\u6a21\u578b\u786e\u5b9a\u8981\u8c03\u7528\u7684function\u53ca\u5176\u53c2\u6570\uff0crun\u5c06\u8fdb\u5165\u8fd9\u4e2a\u72b6\u6001\u3002<\/td><\/tr><tr><td>expired<\/td><td>function\u6267\u884c\u7684\u65f6\u95f4\u592a\u957f\u6216\u8005\u6574\u4e2arun\u8fd0\u884c\u7684\u65f6\u95f4\u592a\u957f\uff0c\u8fbe\u5230\u4e86\u8fc7\u671f\u9608\u503c\uff08\u5927\u7ea610\u5206\u949f\uff09\u3002<\/td><\/tr><tr><td>cancelling<\/td><td>\u53ef\u4ee5\u5728queued\u548cin_progress\u72b6\u6001\u65f6\u53d1\u8d77\u53d6\u6d88\uff0c\u5c06\u8fdb\u5165\u8fd9\u4e2a\u72b6\u6001\u3002<\/td><\/tr><tr><td>cancelled<\/td><td>\u5df2\u6210\u529f\u53d6\u6d88\u3002<\/td><\/tr><tr><td>failed<\/td><td>\u60a8\u8fd0\u884c\u5931\u8d25\u4e86\uff0c\u53ef\u4ee5\u5728 run.last_error \u4e2d\u83b7\u5f97\u5931\u8d25\u539f\u56e0\u3002<\/td><\/tr><\/tbody><\/table>\n<p>\u4f7f\u7528 client.beta.threads.messages.list \u83b7\u53d6GPT\u54cd\u5e94\u6d88\u606f\uff0c\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"> if <span class=\"hljs-attr\">run.status<\/span>==<span class=\"hljs-string\">\"failed\"<\/span>:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    print(run.last_error.message)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">else:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    <span class=\"hljs-attr\">messages<\/span> = client.beta.threads.messages.list(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">        <span class=\"hljs-attr\">thread_id<\/span>=thread_userjia.id, order=<span class=\"hljs-string\">\"asc\"<\/span>, after=message.id<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    )<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">    print(\"\u725b\u903c\u667a\u80fd\u5ba2\u670d\uff1a\",extract_message_content(messages.data<span class=\"hljs-section\">[0]<\/span>),'n')<\/span>\n<\/code><\/pre>\n<p>\u83b7\u53d6\u54cd\u5e94\u6d88\u606f\u65f6\u7528\u5230\u4e863\u4e2a\u53c2\u6570\uff1a<\/p>\n<ul>\n<li>thread_id\uff1a\u4f1a\u8bddId\u3002<\/li>\n<li>order\uff1a\u6d88\u606f\u6392\u5e8f\uff0casc\u4ee3\u8868\u6b63\u5e8f\uff0c\u4e5f\u5c31\u662f\u5148\u4ea7\u751f\u7684\u6d88\u606f\u5728\u524d\u8fb9\u3002<\/li>\n<li>after\uff1a\u6307\u5b9a\u6d88\u606f\u7684\u8d77\u59cb\u4f4d\u7f6e\uff0c\u56e0\u4e3a\u6211\u4eec\u8981\u83b7\u53d6GPT\u9488\u5bf9\u67d0\u6761\u7528\u6237\u6d88\u606f\u7684\u54cd\u5e94\uff0c\u6240\u4ee5\u8fd9\u91cc\u901a\u8fc7after\u6307\u5b9a\u83b7\u53d6\u67d0\u6761\u7528\u6237\u6d88\u606f\u4e4b\u540e\u7684\u6d88\u606f\uff0c\u4e5f\u5c31\u662fGPT\u7684\u54cd\u5e94\u6d88\u606f\u3002<\/li>\n<\/ul>\n<p>\u6700\u540e\u6211\u4eec\u8fd8\u4f7f\u7528\u4e86\u4e00\u4e2a\u51fd\u6570\u6765\u63d0\u53d6\u6d88\u606f\u5185\u5bb9\uff1aextract_message_content\uff0c\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">def extract_message_content(message):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    <span class=\"hljs-comment\"># Extract the message content<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    <span class=\"hljs-attr\">message_content<\/span> = message.content[<span class=\"hljs-number\">0<\/span>].text<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    <span class=\"hljs-attr\">annotations<\/span> = message_content.annotations<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    <span class=\"hljs-comment\"># Iterate over the annotations and add footnotes<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">    for index, annotation in enumerate(annotations):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        <span class=\"hljs-comment\"># Replace the text with a footnote<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        <span class=\"hljs-comment\"># print(annotation.text)<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">        <span class=\"hljs-attr\">message_content.value<\/span> = message_content.value.replace(annotation.text, <span class=\"hljs-string\">' '<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">    <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">    return  message_content.value<\/span>\n<\/code><\/pre>\n<p>\u6ce8\u610f\u8fd9\u91cc\u6709\u4e00\u4e2aannotation\u7684\u6982\u5ff5\uff0c\u4e2d\u6587\u5c31\u662f\u6ce8\u89e3\u7684\u610f\u601d\u3002\u56e0\u4e3aAI\u5ba2\u670d\u751f\u6210\u7684\u5185\u5bb9\u53ef\u80fd\u6765\u81ea\u591a\u4e2a\u4ea7\u54c1\u6587\u6863\uff0c\u6709\u4e86\u6ce8\u89e3\uff0c\u7528\u6237\u5c31\u53ef\u4ee5\u901a\u8fc7\u5b83\u8df3\u8f6c\u5230\u76f8\u5173\u7684\u6587\u6863\u8fdb\u884c\u8be6\u7ec6\u9605\u8bfb\u3002\u8fd9\u4e2a\u548c\u8bba\u6587\u4e2d\u7684\u5f15\u7528\u6ce8\u89e3\u662f\u540c\u4e00\u79cd\u65b9\u5f0f\u3002<\/p>\n<p>\u4e0d\u8fc7\u6211\u4eec\u8fd9\u91cc\u7684\u4ea7\u54c1\u624b\u518c\u6bd4\u8f83\u7b80\u5355\uff0c\u6240\u4ee5\u5c31\u628a\u6ce8\u89e3\u90fd\u66ff\u6362\u6210\u7a7a\u5b57\u7b26\u4e32\u4e86\u3002\u5b8c\u6574\u7684\u5904\u7406\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003\u4e0b\u8fb9\u8fd9\u4e2a\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-comment\"># Extract the message content<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">message_content = message.content[<span class=\"hljs-number\">0<\/span>].text<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">annotations = message_content.annotations<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">citations = []<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\"><span class=\"hljs-comment\"># Iterate over the annotations and add footnotes<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\"><span class=\"hljs-keyword\">for<\/span> index, annotation <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">enumerate<\/span>(annotations):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">    <span class=\"hljs-comment\"># Replace the text with a footnote<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">    message_content.value = message_content.value.replace(annotation.text, <span class=\"hljs-string\">f' [<span class=\"hljs-subst\">{index}<\/span>]'<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">    <span class=\"hljs-comment\"># Gather citations based on annotation attributes<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">    <span class=\"hljs-keyword\">if<\/span> (file_citation := <span class=\"hljs-built_in\">getattr<\/span>(annotation, <span class=\"hljs-string\">'file_citation'<\/span>, <span class=\"hljs-literal\">None<\/span>)):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">        cited_file = client.files.retrieve(file_citation.file_id)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">        citations.append(<span class=\"hljs-string\">f'[<span class=\"hljs-subst\">{index}<\/span>] <span class=\"hljs-subst\">{file_citation.quote}<\/span> from <span class=\"hljs-subst\">{cited_file.filename}<\/span>'<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">    <span class=\"hljs-keyword\">elif<\/span> (file_path := <span class=\"hljs-built_in\">getattr<\/span>(annotation, <span class=\"hljs-string\">'file_path'<\/span>, <span class=\"hljs-literal\">None<\/span>)):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">        cited_file = client.files.retrieve(file_path.file_id)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">        citations.append(<span class=\"hljs-string\">f'[<span class=\"hljs-subst\">{index}<\/span>] Click &lt;here&gt; to download <span class=\"hljs-subst\">{cited_file.filename}<\/span>'<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">        <span class=\"hljs-comment\"># Note: File download functionality not implemented above for brevity<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\"><span class=\"hljs-comment\"># Add footnotes to the end of the message before displaying to user<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">message_content.value += <span class=\"hljs-string\">'n'<\/span> + <span class=\"hljs-string\">'n'<\/span>.join(citations)<\/span>\n<\/code><\/pre>\n<h3 data-id=\"heading-9\">\u5b8c\u6574\u793a\u4f8b<\/h3>\n<p>\u6211\u5728\u5b8c\u6574\u7684\u793a\u4f8b\u7a0b\u5e8f\u4e2d\u5411\u667a\u80fd\u52a9\u624b\u5faa\u73af\u63d0\u51fa\u4e86\u56db\u4e2a\u95ee\u9898\uff0c\u6bcf\u4e2a\u95ee\u9898\u90fd\u9700\u8981\u91cd\u65b0\u521b\u5efa\u4e00\u4e2arun\uff0c\u7136\u540e\u518d\u68c0\u67e5\u72b6\u6001\uff0c\u83b7\u53d6\u54cd\u5e94\u7ed3\u679c\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/1da13906aaee9e69d5215ae962e4a64e.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u4f7f\u7528\u667a\u80fd\u52a9\u624b\u4e3a\u4ea7\u54c1\u521b\u5efa\u4e00\u4e2aAI\u5ba2\u670d\" \/><\/figure>\n<\/p>\n<p>\u9700\u8981\u5b8c\u6574\u4ee3\u7801\u7684\u540c\u5b66\u8bf7\u8bbf\u95eeGithub\uff1a<\/p>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fbosima%2Fopenai-api-demo%2Fblob%2Fmain%2Fassistants_demo.ipynb\" target=\"_blank\" title=\"https:\/\/github.com\/bosima\/openai-api-demo\/blob\/main\/assistants_demo.ipynb\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">github.com\/bosima\/open\u2026<\/a><\/p>\n<hr>\n<p>\u4ee5\u4e0a\u5c31\u662f\u672c\u6587\u7684\u4e3b\u8981\u5185\u5bb9\uff0c\u6709\u5174\u8da3\u7684\u540c\u5b66\u5feb\u53bb\u8bd5\u8bd5\u5427\uff0c\u6548\u679c\u7edd\u5bf9\u9707\u60ca\u4f60\u7684\u5c0f\u4f19\u4f34\uff01<\/p>\n<blockquote>\n<p>\u5982\u9700GPT\u8d26\u53f7\u3001\u5b66\u4e60\u966a\u4f34\u7fa4\u3001AI\u7f16\u7a0b\u8bad\u7ec3\u8425\uff0c\u63a8\u8350\u5173\u6ce8\u5c0f\u518c\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fxiaobot.net%2Fp%2Fllm-app-dev-api%3Frefer%3D2d26ec96-6434-4bac-a7bf-2674f25d5158\" target=\"_blank\" title=\"https:\/\/xiaobot.net\/p\/llm-app-dev-api?refer=2d26ec96-6434-4bac-a7bf-2674f25d5158\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1 | API \u5b9e\u64cd<\/a><\/p>\n<\/blockquote>\n<p><strong>\u5173\u6ce8\u8424\u706b\u67b6\u6784\uff0c\u52a0\u901f\u6280\u672f\u63d0\u5347\uff01<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u5c06\u7ee7\u7eed\u5206\u4eabAI\u52a9\u624b\/AI\u5ba2\u670d\u7684\u5f00\u53d1\u65b9\u5f0f\uff0c\u5728OpenAPI\u4e2d\u5b83\u7684\u540d\u5b57\u662fAssistants\u3002Assistants\u7684\u4e3b\u8981\u4f5c\u7528\u662f\u5f3a\u5316\u5927\u6a21\u578b\u5728\u67d0\u65b9\u9762\u7684\u5e94\u7528\u80fd\u529b\uff0c\u6bd4\u5982\u76ee\u524d\u5df2\u7ecf\u5927\u8303\u56f4\u4f7f\u7528\u7684AI\u5ba2\u670d\u548c\u77e5\u8bc6\u5e93\u52a9\u624b<\/p>\n","protected":false},"author":1,"featured_media":11112,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"5","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1556","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1556","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1556"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1556\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/11112"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1556"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1556"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1556"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1556"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}