{"id":259,"date":"2026-01-19T16:41:41","date_gmt":"2026-01-19T08:41:41","guid":{"rendered":"https:\/\/wp.letsai.top\/index.php\/2026\/01\/19\/%e4%b8%87%e5%ad%97%e8%af%a6%e8%a7%a3%ef%bc%9a%e4%b8%80%e6%96%87%e6%8e%8c%e6%8f%a1-prompt%e6%8f%90%e7%a4%ba%e8%af%8d-%e8%bf%9b%e9%98%b6%e7%af%87\/"},"modified":"2026-03-05T21:30:31","modified_gmt":"2026-03-05T13:30:31","slug":"%e4%b8%87%e5%ad%97%e8%af%a6%e8%a7%a3%ef%bc%9a%e4%b8%80%e6%96%87%e6%8e%8c%e6%8f%a1-prompt%e6%8f%90%e7%a4%ba%e8%af%8d-%e8%bf%9b%e9%98%b6%e7%af%87","status":"publish","type":"post","link":"https:\/\/wp.letsai.top\/index.php\/2026\/01\/19\/%e4%b8%87%e5%ad%97%e8%af%a6%e8%a7%a3%ef%bc%9a%e4%b8%80%e6%96%87%e6%8e%8c%e6%8f%a1-prompt%e6%8f%90%e7%a4%ba%e8%af%8d-%e8%bf%9b%e9%98%b6%e7%af%87\/","title":{"rendered":"\u4e07\u5b57\u8be6\u89e3\uff1a\u4e00\u6587\u638c\u63e1 Prompt\u63d0\u793a\u8bcd-\u8fdb\u9636\u7bc7"},"content":{"rendered":"<div class=\"css-1od93p9\">\n<div class=\"css-376mun\">\n<div class=\"RichText ztext Post-RichText 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Pixel 7, 5G network, 8GB RAM, Tensor G2 processor, 128GB of storage, Lemongrass<\/i><\/p>\n<figure data-size=\"normal\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/frc-ebca41ed463d24166a408e7c6d50d9a5.jpg\" \/><\/figure>\n<p data-pid=\"WsdOsFTp\">\u4ee5\u4e0a\u90fd\u662f\u5f88\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u4f46\u662f\uff0c\u9ebb\u96c0\u867d\u5c0f\u4e94\u810f\u4ff1\u5168\uff0c\u6709\u4e24\u70b9\u9700\u8981\u6ce8\u610f\uff1a<\/p>\n<ul>\n<li data-pid=\"TFPhB-sS\">\u2022 Prompt \u4e2d\u4e0d\u5305\u542b\u4efb\u4f55\u793a\u4f8b\u3002<\/li>\n<li data-pid=\"a-sA8pzm\">\u2022 LLM \u5b8c\u5168\u4f9d\u8d56\u5176\u9884\u8bad\u7ec3\u7684\u77e5\u8bc6\u6765\u7406\u89e3\u95ee\u9898\u5e76\u56de\u7b54\u5b83\u3002<\/li>\n<\/ul>\n<p data-pid=\"CMklNmxz\">\u73b0\u5728\u6211\u5c06\u8f6c\u5411\u4e00\u4e2a\u66f4\u590d\u6742\u7684\u4f8b\u5b50\u3002<\/p>\n<p 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\u4e2d\uff0c\u8fd9\u4e9b\u793a\u4f8b\u53ef\u4ee5\u5e2e\u52a9 LLM \u7406\u89e3\u5e76\u5b8c\u6210\u4efb\u52a1<\/b>\u3002<\/p>\n<p data-pid=\"CwoG2dXQ\">\u6211\u4eec\u4ee5\u4e0a\u6587\u4e2d\uff0c\u63d0\u53d6\u624b\u673a\u6280\u672f\u89c4\u683c\u7684 Prompt \u4e3a\u57fa\u7840\uff0c\u7136\u540e\u52a0\u4e0a\u793a\u4f8b\uff1a<\/p>\n<p data-pid=\"tL99DEwj\"><b>Prompt<\/b>\uff1a<\/p>\n<p data-pid=\"sPBmNaQY\"><i>\u8bf7\u4ece\u4e0b\u9762\u7684\u6587\u672c\u4e2d\u63d0\u53d6\u6280\u672f\u89c4\u683c\uff0c\u5e76\u4ee5 JSON \u683c\u5f0f\u5c55\u793a\u3002<\/i><\/p>\n<p data-pid=\"cYxZTnAw\"><i>\u793a\u4f8b<\/i><\/p>\n<p data-pid=\"8hNIo0Fm\"><i>\u8f93\u5165\uff1aGoogle Nest Wifi, network speed up to 1200Mpbs, 2.4GHz and 5GHz<\/i><\/p>\n<p data-pid=\"veNM-g5H\"><i>\u8f93\u51fa\uff1a{ \"product\":\"Google Nest Wifi\", \"speed\":\"1200Mpbs\", \"frequencies\": [\"2.4GHz\", \"5GHz\"], \"protocol\":\"WP3\" }<\/i><\/p>\n<p data-pid=\"7j8-jl5V\"><i>\u8f93\u5165\uff1aGoogle Pixel 7, 5G network, 8GB RAM, Tensor 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data-pid=\"8xJOY1VA\"><b>\u5c11\u91cf\u6837\u672c:<\/b> \u9002\u7528\u4e8e\u7279\u5b9a\u9886\u57df\u7684\u4efb\u52a1\uff0c\u6bd4\u5982\u6cd5\u5f8b\u3001\u533b\u5b66\u7b49\u9886\u57df\u3002\u5c11\u6837\u672c\u63d0\u793a\u5141\u8bb8\u6ca1\u6709\u5927\u578b\u6570\u636e\u96c6\u7684\u60c5\u51b5\u4e0b\u4e5f\u80fd\u4ea7\u751f\u9ad8\u8d28\u91cf\u3001\u7279\u5b9a\u9886\u57df\u7684\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<h3 id=\"h_721320133_4\" data-into-catalog-status=\"\"><b>\u6570\u636e\u9700\u6c42<\/b><\/h3>\n<ul>\n<li data-pid=\"90EIiLXo\"><b>\u96f6\u6837\u672c:<\/b> \u65e0\u9700\u989d\u5916\u7684\u793a\u4f8b\uff0c\u4ec5\u4f9d\u8d56\u6a21\u578b\u7684\u9884\u8bad\u7ec3\u3002<\/li>\n<li data-pid=\"OLRNh2P5\"><b>\u5c11\u91cf\u6837\u672c:<\/b> \u4f9d\u8d56\u63d0\u793a\u63d0\u4f9b\u5c11\u91cf\u793a\u4f8b\u8f93\u5165\uff0c\u5f15\u5bfc\u6a21\u578b\u671d\u6b63\u786e\u7684\u65b9\u5411\u53d1\u5c55\u3002<\/li>\n<\/ul>\n<h3 id=\"h_721320133_5\" 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data-pid=\"_zMaTDVF\"><b>\u5c11\u91cf\u6837\u672c:<\/b> \u53ef\u6269\u5c55\u6027\u7565\u5dee\uff0c\u56e0\u4e3a\u6bcf\u79cd\u65b0\u4efb\u52a1\u7c7b\u578b\u53ef\u80fd\u90fd\u9700\u8981\u521b\u5efa\u65b0\u7684\u63d0\u793a\u793a\u4f8b\u3002\u4e5f\u53ef\u80fd\u5bb9\u6613\u53d7\u5230\u8bed\u4e49\u6a21\u5f0f\u6f02\u79fb\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u4f7f\u793a\u4f8b\u54cd\u5e94\u7684\u51c6\u786e\u6027\u548c\u76f8\u5173\u6027\u964d\u4f4e\u3002<\/li>\n<\/ul>\n<p data-pid=\"ZCIYZWEs\"><b>\u603b\u7684\u6765\u8bf4\uff0c\u96f6\u6837\u672c\u548c\u5c11\u6837\u672c\u63d0\u793a\u5404\u6709\u4f18\u52bf\u548c\u5c40\u9650\uff0c\u9009\u62e9\u4f7f\u7528\u54ea\u4e00\u79cd\u65b9\u6cd5\u53d6\u51b3\u4e8e\u7279\u5b9a\u7684\u4efb\u52a1\u548c\u76ee\u6807\u3002<\/b><\/p>\n<h2 id=\"h_721320133_7\" data-into-catalog-status=\"\">\u4e8c\u3001Prompt\u8c03\u4f18\u8fdb\u9636\u6280\u5de7<\/h2>\n<h3 id=\"h_721320133_8\" data-into-catalog-status=\"\">1\u3001<span data-search-entity=\"4\">\u601d\u7ef4\u94fe<\/span>Chain-of-thought<\/h3>\n<p data-pid=\"my-G4J41\">\u601d\u7ef4\u94fe\u5168\u79f0Chain of Thought\uff0c\u5c31\u662f\u628a\u4efb\u52a1\u8fdb\u884c\u62c6\u89e3\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u63a8\u7406\u4efb\u52a1\uff0c\u6bd4\u5982\u6570\u5b66\uff0c\u903b\u8f91\u5224\u65ad\u7b49\uff0c\u601d\u7ef4\u94fe\u7684\u4f18\u70b9\u5c31\u662f\u4e0d\u7528\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u548c\u5fae\u8c03\u3002<\/p>\n<p data-pid=\"FXnFXoxh\">\u5728\u601d\u7ef4\u94fe\u6280\u672f\u4e2d\uff0c\u53ef\u80fd\u8fd8\u4f1a\u4f7f\u7528\u5230\u96f6\u6837\u672c(zero-shot prompt)\u63d0\u793a\u548c\u5c11\u6837\u672c\u63d0\u793a(few-shot prompt)\u7b49\u6280\u672f\u3002<\/p>\n<figure data-size=\"normal\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/frc-c9ff86abf16f30b4c2ad62c2e0d201ba.jpg\" \/><\/figure>\n<h3 id=\"h_721320133_9\" data-into-catalog-status=\"\">2\u3001\u81ea\u6cbb\u6027(self-consistency)<\/h3>\n<p data-pid=\"JS4MKeQI\"><span data-search-entity=\"2\">\u81ea\u6d3d\u6027<\/span>\uff08Self-consistency\uff09\u662f\u5bf9CoT\u7684\u4e00\u79cd\u6269\u5c55\uff0c\u4e0d\u4ec5\u80fd\u751f\u6210\u5355\u4e2a\u601d\u8def\u94fe\uff0c\u800c\u662f\u80fd\u751f\u6210\u591a\u4e2a\u601d\u8def\u94fe\uff0c\u5e76\u6839\u636e\u5b83\u4eec\u7684\u5171\u6027\u5f97\u51fa\u6700\u7ec8\u7b54\u6848\u3002<\/p>\n<p data-pid=\"iT2TNNyr\">\u5728\u56fe\u4e2d\u5de6\u4fa7\u7684\u63d0\u793a\u4e2d\uff0c\u4f7f\u7528\u6b64\u63d0\u793a\uff0c\u6a21\u578b\u80fd\u591f\u72ec\u7acb\u751f\u6210\u591a\u4e2a\u601d\u8def\u94fe\uff0c\u4ece\u4e2d\u63d0\u53d6\u7b54\u6848\uff0c\u5e76\u901a\u8fc7\u201c\u8fb9\u7f18\u5316\u63a8\u7406\u8def\u5f84\u201d\u8ba1\u7b97\u51fa\u6700\u7ec8\u7b54\u6848\u3002<\/p>\n<figure data-size=\"normal\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/frc-5e4e6dfa92e57f059e541bef7fed09a9.jpg\" \/><\/figure>\n<p data-pid=\"1iLNT7EK\">\u7ffb\u8bd1\uff08\u5de6\u4fa7\uff09<\/p>\n<blockquote data-pid=\"-RrTdbGx\"><p>\u95ee\uff1a\u5982\u679c\u505c\u8f66\u573a\u67093\u8f86\u8f66\uff0c\u8fd8\u67092\u8f86\u8f66\u5230\u8fbe\uff0c\u505c\u8f66\u573a\u6709\u591a\u5c11\u8f86\u8f66\uff1f<br \/>\n\u7b54\uff1a\u505c\u8f66\u573a\u5df2\u7ecf\u67093\u8f86\u8f66\u4e86\u3002\u8fd8\u67092\u8f86\u8f66\u5230\u4e86\u3002\u73b0\u5728\u67093+2=5\u8f86\u8f66\u3002\u7b54\u6848\u662f5\u3002<br \/>\n...<br \/>\n\u95ee\uff1a\u73cd\u59ae\u7279\u7684\u9e2d\u5b50\u6bcf\u5929\u4e0b16\u4e2a\u86cb\u3002\u5979\u6bcf\u5929\u65e9\u4e0a\u5403\u4e09\u4e2a\uff0c\u6bcf\u5929\u548c\u56db\u4e2a\u670b\u53cb\u4e00\u8d77\u70e4\u677e\u997c\u3002\u5979\u4ee5\u6bcf\u4e2a\u9e21\u86cb2\u7f8e\u5143\u7684\u4ef7\u683c\u51fa\u552e\u5269\u4f59\u90e8\u5206\u3002\u5979\u6bcf\u5929\u8d5a\u591a\u5c11\u94b1\uff1f<br \/>\n\u7b54\uff1a<\/p><\/blockquote>\n<p data-pid=\"BMrGmVO2\">\u7ffb\u8bd1\uff08\u53f3\u4fa7\uff09<\/p>\n<blockquote data-pid=\"fxrKRBaP\"><p>\u601d\u8def\u94fe1\uff1a\u5979\u8fd8\u5269\u4e0b 16-3-4 =9\u4e2a\u9e21\u86cb\uff0c\u6240\u4ee5\u5979\u8d5a$2 * 9 = $18\u3002\u7b54\u6848\u662f\u6bcf\u592918\u7f8e\u5143\uff1b<br \/>\n\u601d\u8def\u94fe2\uff1a\u8fd9\u610f\u5473\u7740\u5979\u4ee5 $2*(16-4-3\uff09=$26\u7684\u4ef7\u683c\u51fa\u552e\u5269\u4f59\u90e8\u5206\uff0c\u7b54\u6848\u662f26\u7f8e\u5143\uff1b<br \/>\n\u601d\u8def\u94fe3\uff1a\u5979\u65e9\u9910\u54033\u4e2a\uff0c\u6240\u4ee5\u5979\u8fd8\u670916 - 3 = 13\u3002\u7136\u540e\u5979\u8003\u677e\u997c\u8fd8\u670913 - 4 = 9\u4e2a\u9e21\u86cb\u30029\u4e2a\u9e21\u86cb * $2=$18\u3002\u6240\u4ee5\u5979\u7684\u7b54\u6848\u662f18\u7f8e\u5143\u3002\u200d\u200d\u200d<\/p>\n<p>\u8fb9\u7f18\u5316\u63a8\u7406\u8def\u5f84\u4ee5\u6c47\u603b\u6700\u7ec8\u7b54\u6848\uff1a<br \/>\n\u5979\u8fd8\u5269\u4e0b16-3-4 = 9\u4e2a\u9e21\u86cb\u3002\u6240\u4ee5\u5979\u8d5a$2 * 9 = $18\uff0c\u7b54\u6848\u662f18\u7f8e\u5143\u3002<\/p><\/blockquote>\n<p data-pid=\"MUvYj5xv\"><b>\u4f18\u52bf\u200d\u200d\u200d<\/b><\/p>\n<p data-pid=\"ijgz6K5x\">\u4f18\u52bf\uff1a\u81ea\u6d3d\u6027\u53ef\u4ee5\u63d0\u9ad8\u7b97\u672f\u3001\u5e38\u8bc6\u548c\u7b26\u53f7\u63a8\u7406\u4efb\u52a1\u7684\u7ed3\u679c\u3002\u5373\u4f7f\u666e\u901a\u7684\u601d\u8def\u94fe\u63d0\u793a\u88ab\u53d1\u73b0\u65e0\u6548\uff0c\u81ea\u6d3d\u6027\u4ecd\u7136\u80fd\u591f\u6539\u5584\u7ed3\u679c\u3002<\/p>\n<h3 id=\"h_721320133_10\" data-into-catalog-status=\"\">3\u3001<span data-search-entity=\"3\">\u601d\u7ef4\u6811<\/span>Tree-of-thought<\/h3>\n<p data-pid=\"8XC4pmyz\">\u601d\u7ef4\u6811(TOT)\u662f\u5bf9\u601d\u7ef4\u94fe(CoT)\u7684\u8fdb\u4e00\u6b65\u6269\u5c55\uff0c\u5728\u601d\u7ef4\u94fe\u7684\u6bcf\u4e00\u6b65\uff0c\u63a8\u7406\u51fa\u591a\u4e2a\u5206\u652f\uff0c\u62d3\u6251\u5c55\u5f00\u6210\u4e00\u68f5\u601d\u7ef4\u6811\u3002\u4f7f\u7528\u542f\u53d1\u5f0f\u7684\u65b9\u6cd5\u8bc4\u4f30\u6bcf\u4e2a\u63a8\u7406\u5206\u652f\u5bf9\u95ee\u9898\u89e3\u51b3\u7684\u8d21\u732e\u3002<\/p>\n<p data-pid=\"wqOVbRRN\">\u4f7f\u7528\u641c\u7d22\u7b97\u6cd5\uff0c\u5982\u5e7f\u5ea6\u641c\u7d22\u6216\u6df1\u5ea6\u641c\u7d22\u7b97\u6cd5\u7b49\u6765\u63a2\u7d22\u601d\u7ef4\u6811\uff0c\u5e76\u8fdb\u884c\u524d\u77bb\u548c\u56de\u6eaf\u3002<\/p>\n<h3 id=\"h_721320133_11\" data-into-catalog-status=\"\">4\u3001\u601d\u7ef4\u6811\u5b9e\u6218 24\u7b97\u6cd5\u4ee3\u7801\u843d\u5730<\/h3>\n<p data-pid=\"KM2hfbB8\">ToT\u90e8\u7f72\u4f7f\u7528<\/p>\n<p data-pid=\"IYwd1wr5\">\u73b0\u5728\u90e8\u7f72ToT\u662f\u6bd4\u8f83\u65b9\u4fbf\u7684\uff0c\u524d\u63d0\u786e\u4fdd\u4f60\u53ef\u4ee5\u6709\u81ea\u5df1\u8bad\u7ec3\u597d\u7684\u5927\u6a21\u578b\uff0c\u6216\u8005\u662f\u5927\u6a21\u578b\u7684API\uff0c\u90a3\u4e48\u6211\u4eec\u76f4\u63a5\u901a\u8fc7pip\u5c31\u53ef\u4ee5\u90e8\u7f72\uff1a<\/p>\n<div class=\"highlight\">\n<pre><code class=\"language-bash\">bash \u4ee3\u7801\u89e3\u8bfb\u590d\u5236\u4ee3\u7801pip install tree-of-thoughts-llm<\/code><\/pre>\n<\/div>\n<p data-pid=\"O9ELgzgL\">\u4e5f\u53ef\u4ee5\u76f4\u63a5\u901a\u8fc7source\u8fdb\u884cclone\u5b89\u88c5\uff1a<\/p>\n<div class=\"highlight\">\n<pre><code class=\"language-bash\">bash \u4ee3\u7801\u89e3\u8bfb\u590d\u5236\u4ee3\u7801git clone https:\/\/github.com\/princeton-nlp\/tree-of-thought-llm\n<span class=\"nb\">cd<\/span> tree-of-thought-llm\npip install -r requirements.txt\npip install -e .  <span class=\"c1\"># install `tot` package<\/span><\/code><\/pre>\n<\/div>\n<p data-pid=\"HDlsEoQ-\">\u53ef\u4ee5\u901a\u8fc7Demo\u8fdb\u884c\u6d4b\u8bd5\uff0c\u67e5\u770b\u662f\u5426\u5b89\u88c5\u5b8c\u6210\uff1a<\/p>\n<div class=\"highlight\">\n<pre><code class=\"language-python\"><span class=\"n\">python<\/span> <span class=\"err\">\u4ee3\u7801\u89e3\u8bfb\u590d\u5236\u4ee3\u7801<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">argparse<\/span>\n<span class=\"kn\">from<\/span> <span class=\"nn\">tot.methods.bfs<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">solve<\/span>\n<span class=\"kn\">from<\/span> <span class=\"nn\">tot.tasks.game24<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Game24Task<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"n\">args<\/span> <span class=\"o\">=<\/span> <span class=\"n\">argparse<\/span><span class=\"o\">.<\/span><span class=\"n\">Namespace<\/span><span class=\"p\">(<\/span><span class=\"n\">backend<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gpt-4'<\/span><span class=\"p\">,<\/span> <span class=\"n\">temperature<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.7<\/span><span class=\"p\">,<\/span> <span class=\"n\">task<\/span><span class=\"o\">=<\/span><span class=\"s1\">'game24'<\/span><span class=\"p\">,<\/span> <span class=\"n\">naive_run<\/span><span class=\"o\">=<\/span><span class=\"bp\">False<\/span><span class=\"p\">,<\/span> <span class=\"n\">prompt_sample<\/span><span class=\"o\">=<\/span><span class=\"bp\">None<\/span><span class=\"p\">,<\/span> <span class=\"n\">method_generate<\/span><span class=\"o\">=<\/span><span class=\"s1\">'propose'<\/span><span class=\"p\">,<\/span> <span class=\"n\">method_evaluate<\/span><span class=\"o\">=<\/span><span class=\"s1\">'value'<\/span><span class=\"p\">,<\/span> <span class=\"n\">method_select<\/span><span class=\"o\">=<\/span><span class=\"s1\">'greedy'<\/span><span class=\"p\">,<\/span> <span class=\"n\">n_generate_sample<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">n_evaluate_sample<\/span><span class=\"o\">=<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"n\">n_select_sample<\/span><span class=\"o\">=<\/span><span class=\"mi\">5<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"n\">task<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Game24Task<\/span><span class=\"p\">()<\/span>\n<span class=\"n\">ys<\/span><span class=\"p\">,<\/span> <span class=\"n\">infos<\/span> <span class=\"o\">=<\/span> <span class=\"n\">solve<\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">,<\/span> <span class=\"n\">task<\/span><span class=\"p\">,<\/span> <span class=\"mi\">900<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">ys<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">])<\/span><\/code><\/pre>\n<\/div>\n<p data-pid=\"xL9hwuQG\">\u5982\u679c\u6210\u529f\u7684\u8bdd\u5c31\u4f1a\u8f93\u51fa\uff1a<\/p>\n<div class=\"highlight\">\n<pre><code class=\"language-bash\">bash \u4ee3\u7801\u89e3\u8bfb\u590d\u5236\u4ee3\u780110 - <span class=\"nv\">4<\/span> <span class=\"o\">=<\/span> <span class=\"m\">6<\/span> <span class=\"o\">(<\/span>left: <span class=\"m\">5<\/span> <span class=\"m\">6<\/span> 6<span class=\"o\">)<\/span>\n<span class=\"m\">5<\/span> * <span class=\"nv\">6<\/span> <span class=\"o\">=<\/span> <span class=\"m\">30<\/span> <span class=\"o\">(<\/span>left: <span class=\"m\">6<\/span> 30<span class=\"o\">)<\/span>\n<span class=\"m\">30<\/span> - <span class=\"nv\">6<\/span> <span class=\"o\">=<\/span> <span class=\"m\">24<\/span> <span class=\"o\">(<\/span>left: 24<span class=\"o\">)<\/span>\nAnswer: <span class=\"o\">(<\/span><span class=\"m\">5<\/span> * <span class=\"o\">(<\/span><span class=\"m\">10<\/span> - 4<span class=\"o\">))<\/span> - <span class=\"nv\">6<\/span> <span class=\"o\">=<\/span> <span class=\"m\">24<\/span><\/code><\/pre>\n<\/div>\n<p data-pid=\"a37Iiz3j\">\u5982\u679c\u662f\u60f3\u8981\u914d\u5957OpenAI API\u5f00\u53d1\u4f7f\u7528\u7684\u8bdd\uff0c\u53ef\u4ee5\u6309\u7167\u6211\u8fd9\u4e2a\u4ee3\u7801\u683c\u5f0f\uff1a<\/p>\n<div class=\"highlight\">\n<pre><code class=\"language-python\"><span class=\"n\">python<\/span> <span class=\"err\">\u4ee3\u7801\u89e3\u8bfb\u590d\u5236\u4ee3\u7801<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">os<\/span>\n<span class=\"kn\">from<\/span> <span class=\"nn\">tree_of_thoughts<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">ToTAgent<\/span><span class=\"p\">,<\/span> <span class=\"n\">MonteCarloSearch<\/span>\n<span class=\"kn\">from<\/span> <span class=\"nn\">dotenv<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">load_dotenv<\/span>\n<span class=\"kn\">from<\/span> <span class=\"nn\">swarms<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Agent<\/span><span class=\"p\">,<\/span> <span class=\"n\">OpenAIChat<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"n\">load_dotenv<\/span><span class=\"p\">()<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"c1\"># Get the API key from the environment<\/span>\n<span class=\"n\">api_key<\/span> <span class=\"o\">=<\/span> <span class=\"n\">os<\/span><span class=\"o\">.<\/span><span class=\"n\">environ<\/span><span class=\"o\">.<\/span><span class=\"n\">get<\/span><span class=\"p\">(<\/span><span class=\"s2\">\"OPENAI_API_KEY\"<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"c1\"># Initialize an agent from swarms<\/span>\n<span class=\"n\">agent<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Agent<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">agent_name<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"tree_of_thoughts\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">agent_description<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"This agent uses the tree_of_thoughts library to generate thoughts.\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">system_prompt<\/span><span class=\"o\">=<\/span><span class=\"bp\">None<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">llm<\/span> <span class=\"o\">=<\/span> <span class=\"n\">OpenAIChat<\/span><span class=\"p\">(),<\/span>   \n<span class=\"p\">)<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"c1\"># Initialize the ToTAgent class with the API key<\/span>\n<span class=\"n\">model<\/span> <span class=\"o\">=<\/span> <span class=\"n\">ToTAgent<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">agent<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">strategy<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"cot\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">evaluation_strategy<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"value\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">enable_react<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">k<\/span><span class=\"o\">=<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span>\n<span class=\"p\">)<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"c1\"># Initialize the MonteCarloSearch class with the model<\/span>\n<span class=\"n\">tree_of_thoughts<\/span> <span class=\"o\">=<\/span> <span class=\"n\">MonteCarloSearch<\/span><span class=\"p\">(<\/span><span class=\"n\">model<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"c1\"># Define the initial prompt<\/span>\n<span class=\"n\">initial_prompt<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"\"\"\n<\/span><span class=\"s2\">\u200b\n<\/span><span class=\"s2\">\u200b\n<\/span><span class=\"s2\">Input: 2 8 8 14\n<\/span><span class=\"s2\">Possible next steps:\n<\/span><span class=\"s2\">2 + 8 = 10 (left: 8 10 14)\n<\/span><span class=\"s2\">8 \/ 2 = 4 (left: 4 8 14)\n<\/span><span class=\"s2\">14 + 2 = 16 (left: 8 8 16)\n<\/span><span class=\"s2\">2 * 8 = 16 (left: 8 14 16)\n<\/span><span class=\"s2\">8 - 2 = 6 (left: 6 8 14)\n<\/span><span class=\"s2\">14 - 8 = 6 (left: 2 6 8)\n<\/span><span class=\"s2\">14 \/  2 = 7 (left: 7 8 8)\n<\/span><span class=\"s2\">14 - 2 = 12 (left: 8 8 12)\n<\/span><span class=\"s2\">Input: use 4 numbers and basic arithmetic operations (+-*\/) to obtain 24 in 1 equation\n<\/span><span class=\"s2\">Possible next steps:\n<\/span><span class=\"s2\">\"\"\"<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"c1\"># Define the number of thoughts to generate<\/span>\n<span class=\"n\">num_thoughts<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">1<\/span>\n<span class=\"n\">max_steps<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">3<\/span>\n<span class=\"n\">max_states<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">4<\/span>\n<span class=\"n\">pruning_threshold<\/span> <span class=\"o\">=<\/span> <span class=\"mf\">0.5<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"c1\"># Generate the thoughts<\/span>\n<span class=\"n\">solution<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tree_of_thoughts<\/span><span class=\"o\">.<\/span><span class=\"n\">solve<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">initial_prompt<\/span><span class=\"o\">=<\/span><span class=\"n\">initial_prompt<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">num_thoughts<\/span><span class=\"o\">=<\/span><span class=\"n\">num_thoughts<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">max_steps<\/span><span class=\"o\">=<\/span><span class=\"n\">max_steps<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">max_states<\/span><span class=\"o\">=<\/span><span class=\"n\">max_states<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">pruning_threshold<\/span><span class=\"o\">=<\/span><span class=\"n\">pruning_threshold<\/span><span class=\"p\">,<\/span>\n    <span class=\"c1\"># sleep_time=sleep_time<\/span>\n<span class=\"p\">)<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">f<\/span><span class=\"s2\">\"Solution: {solution}\"<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u200b<\/span>\n<span class=\"err\">\u200b<\/span><\/code><\/pre>\n<\/div>\n<p data-pid=\"SuE09zFk\">\u5f53\u7136\u5927\u5bb6\u6839\u636e\u81ea\u5df1\u7684\u5b9e\u9645\u573a\u666f\u8c03\u6574\u5373\u53ef\u3002<\/p>\n<h2 id=\"h_721320133_12\" data-into-catalog-status=\"\">\u4e09\u3001Prompt\u653b\u51fb\u4e0e\u9632\u8303<\/h2>\n<h3 id=\"h_721320133_13\" data-into-catalog-status=\"\">1\u3001\u63d0\u793a\u8bcd\u6ce8\u5165<\/h3>\n<p data-pid=\"axXkJ8Cl\">\u4e8e\u5404\u4e2a\u5730\u533a\u7684\u653f\u7b56\u9650\u5236\u4ee5\u53ca\u5bf9\u9ed1\u5ba2\u7684\u9650\u5236\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u901a\u8fc7\u5404\u79cd\u5e72\u9884\u7684\u624b\u6bb5\u5bf9\u7528\u6237\u8f93\u5165\u7684\u8fd4\u56de\u7ed3\u679c\u8fdb\u884c\u9650\u5236\uff0c\u5982\u679c\u6211\u4eec\u63d0\u4e86\u4e0d\u7b26\u5408\u653f\u7b56\u6216\u8005\u9ed1\u5ba2\u653b\u51fb\u7b49\u76f8\u5173\u95ee\u9898\uff0c\u5176\u7ecf\u5e38\u6027\u7684\u4f1a\u8fd4\u56de\u5982\u4e0b\u5185\u5bb9<\/p>\n<figure data-size=\"normal\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/frc-61ada3a5ff039079bf7864096ebe961a.jpg\" \/><\/figure>\n<p data-pid=\"moqKGO7b\">\u4e00\u822c\u5982\u679c\u4f60\u8ddfchatgpt\u8bf4\u4e86\u4e00\u4e9b\u88ab\u5f00\u53d1\u8005\u8bbe\u7f6e\u7981\u6b62\u8ba8\u8bba\u7684\u5185\u5bb9\uff0c\u4ed6\u5c31\u4f1a\u56de\u590d\u4f60\u6211\u4e0d\u80fd\u5982\u4f55\u5982\u4f55\u3002<\/p>\n<figure data-size=\"normal\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/frc-aa8184febb9632e73e7b92ce7378ccaa.jpg\" \/><\/figure>\n<p data-pid=\"jHKStwRw\"><b><span data-search-entity=\"6\">\u63d0\u793a\u8bcd\u6ce8\u5165\u653b\u51fb<\/span><\/b><\/p>\n<p data-pid=\"eMghO9Ui\">\u5f53\u653b\u51fb\u8005\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u8f93\u5165\u64cd\u7eb5\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u65f6\uff0c\u5c31\u4f1a\u51fa\u73b0\u6ce8\u5165\u6f0f\u6d1e\uff0c\u5bfc\u81f4LLM\u5728\u4e0d\u77e5\u4e0d\u89c9\u4e2d\u6267\u884c\u653b\u51fb\u8005\u7684\u610f\u56fe\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u201c\u8d8a\u72f1\u201d\u7cfb\u7edf\u63d0\u793a\u76f4\u63a5\u5b8c\u6210\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u64cd\u7eb5\u7684\u5916\u90e8\u8f93\u5165\u95f4\u63a5\u5b8c\u6210\uff0c\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u6cc4\u9732\u3001\u793e\u4f1a\u5de5\u7a0b\u548c\u5176\u4ed6\u95ee\u9898\u3002<\/p>\n<p data-pid=\"xUkkKD-K\">\u63d0\u793a\u8bcd\u6ce8\u5165\u4e0e\u57fa\u4e8e\u73b0\u6709\u7684\u5b89\u5168\u6846\u67b6\u4e2d\u7684web\u653b\u51fb\u7684SQL\u6ce8\u5165\u6709\u7740\u5f88\u5927\u7684\u533a\u522b\uff0c\u56e0\u4e3a\u5927\u6a21\u578b\u8bed\u8a00\u5bf9\u8bed\u4e49\u7406\u89e3\u80fd\u529b\uff0c\u4ed6\u66f4\u50cf\u4e00\u4e2a\u901a\u8fc7\u5bb6\u957f\u548c\u8001\u5e08\u901a\u529b\u914d\u5408\u4e0b\u8c03\u6559\u7684\u4e00\u4e2a\u4e56\u5c0f\u5b69\uff0c\u7136\u540e\u88ab\u540c\u5b66\u6f5c\u79fb\u9ed8\u5316\u7684\u8c03\u6559\u4e3a\u5404\u79cd\u810f\u5b57\u5168\u90fd\u98da\uff0c\u4e0d\u8fc7\u4ed6\u5728\u5bb6\u957f\u9762\u524d\u4e0d\u4f1a\u98da\uff0c\u53ea\u6709\u5728\u522b\u4eba\u8ddf\u4ed6\u8bf4\u4e0d\u4f1a\u6709\u4eba\u7ba1\u7684\u65f6\u5019\u624d\u4f1a\u8bf4\u3002<\/p>\n<p data-pid=\"rENDuFGY\">\u4e0d\u8fc7\u56e0\u4e3a\u73b0\u6709\u7684\u8c03\u6559\u8fc7\u7a0b\u4e0e\u5176\u4ed6\u7684\u7f51\u7edc\u5b89\u5168\u653b\u9632\u8fc7\u7a0b\u533a\u522b\u8f83\u5927\uff0c\u5e76\u4e14\u662f\u6807\u51c6\u7684\u7406\u89e3\u80fd\u529b\u8c03\u6559\uff0c\u56e0\u6b64\u5e76\u4e0d\u4ec5\u4ec5\u662f\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u9ed1\u5ba2\u624d\u80fd\u505a\u7684\u4e8b\u60c5\u3002\u57fa\u672c\u4e0a\u53ea\u8981\u4f60\u8111\u6d1e\u5927\u5f00\uff0c\u90fd\u6709\u53ef\u80fd\u901a\u8fc7\u4e00\u4e9b\u63d0\u793a\u8bcd\u6765\u8ba9\u5927\u8bed\u8a00\u6a21\u578b\u5e72\u4ed6\u539f\u672c\u65e0\u6cd5\u505a\u5230\u7684\u4e8b\u60c5\u3002<\/p>\n<h3 id=\"h_721320133_14\" data-into-catalog-status=\"\">2\u3001\u63d0\u793a\u8bcd\u9632\u8303<\/h3>\n<p data-pid=\"PfDh7J3b\">1\u3001\u591a\u6837\u5316 Prompt \u8bbe\u8ba1\uff1a \u63d0\u4f9b\u591a\u6837\u5316\u3001\u4e30\u5bcc\u7684 Prompt\uff0c\u5305\u62ec\u6b63\u9762\u3001\u4e2d\u6027\u548c\u8d1f\u9762\u7684\u63d0\u793a\uff0c\u4ee5\u51cf\u5c11\u653b\u51fb\u8005\u7684\u9488\u5bf9\u6027\u3002\u901a\u8fc7\u8bbe\u8ba1\u591a\u79cd\u4e0d\u540c\u7c7b\u578b\u7684 Prompt\uff0c\u53ef\u4ee5\u589e\u52a0\u6a21\u578b\u8f93\u5165\u7684\u591a\u6837\u6027\uff0c\u964d\u4f4e\u653b\u51fb\u7684\u6709\u6548\u6027\u3002<\/p>\n<p data-pid=\"99yUD55v\">2\u3001\u6570\u636e\u6e05\u6d17\u548c\u7b5b\u9009\uff1a \u5728\u4f7f\u7528 Prompt \u8fdb\u884c\u6587\u672c\u751f\u6210\u4efb\u52a1\u4e4b\u524d\uff0c\u5bf9\u8f93\u5165\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u7b5b\u9009\uff0c\u53bb\u9664\u53ef\u80fd\u5f15\u53d1\u653b\u51fb\u7684\u654f\u611f\u4fe1\u606f\u6216\u6709\u504f\u89c1\u7684\u6570\u636e\u3002\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c11\u653b\u51fb\u8005\u5229\u7528\u4e0d\u5f53\u4fe1\u606f\u8fdb\u884c Prompt \u8bbe\u8ba1\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p data-pid=\"bq5Vu9kA\">3\u3001\u589e\u52a0\u8f93\u5165\u9650\u5236\uff1a \u8bbe\u8ba1\u6a21\u578b\u8f93\u5165\u65f6\u7684\u9650\u5236\u6761\u4ef6\uff0c\u5982\u8f93\u5165\u957f\u5ea6\u3001\u5173\u952e\u8bcd\u9650\u5236\u7b49\uff0c\u4ee5\u9650\u5236\u653b\u51fb\u8005\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u64cd\u63a7\u7a0b\u5ea6\u3002\u901a\u8fc7\u589e\u52a0\u8f93\u5165\u9650\u5236\uff0c\u53ef\u4ee5\u51cf\u5c11\u653b\u51fb\u8005\u5bf9\u6a21\u578b\u7684\u5f71\u54cd\u3002<\/p>\n<p data-pid=\"i0pa4Df5\">4\u3001<span data-search-entity=\"0\">\u5bf9\u6297\u6027\u8bad\u7ec3<\/span>\uff1a \u5728\u8bad\u7ec3\u6a21\u578b\u65f6\u5f15\u5165\u5bf9\u6297\u6027\u8bad\u7ec3\u7684\u673a\u5236\uff0c\u4f7f\u6a21\u578b\u5728\u9762\u5bf9\u653b\u51fb\u65f6\u80fd\u591f\u66f4\u52a0\u7a33\u5065\u548c\u9c81\u68d2\u3002\u901a\u8fc7\u5f15\u5165\u5bf9\u6297\u6027\u6837\u672c\uff0c\u63d0\u9ad8\u6a21\u578b\u5bf9\u653b\u51fb\u7684\u8bc6\u522b\u548c\u62b5\u6297\u80fd\u529b\u3002<\/p>\n<p data-pid=\"5Ls87G5V\">5\u3001\u5b9e\u65f6\u76d1\u63a7\u548c\u53cd\u9988\uff1a \u5efa\u7acb\u5b9e\u65f6\u76d1\u63a7\u7cfb\u7edf\uff0c\u5bf9\u6a21\u578b\u8f93\u51fa\u8fdb\u884c\u5b9e\u65f6\u76d1\u6d4b\u548c\u5206\u6790\uff0c\u53ca\u65f6\u53d1\u73b0\u5f02\u5e38\u7ed3\u679c\u548c\u653b\u51fb\u884c\u4e3a\u3002\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u548c\u53cd\u9988\uff0c\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u5e76\u4fee\u6b63\u6a21\u578b\u8f93\u51fa\u4e2d\u7684\u95ee\u9898\u3002<\/p>\n<p data-pid=\"F5p_yBM4\">6\u3001\u793e\u533a\u53c2\u4e0e\u548c\u5ba1\u67e5\uff1a \u5efa\u7acb\u5f00\u653e\u7684\u793e\u533a\u53c2\u4e0e\u673a\u5236\uff0c\u9f13\u52b1\u7528\u6237\u548c\u7814\u7a76\u4eba\u5458\u5bf9\u6a21\u578b\u8f93\u51fa\u8fdb\u884c\u5ba1\u67e5\u548c\u53cd\u9988\u3002\u901a\u8fc7\u793e\u533a\u53c2\u4e0e\u548c\u5ba1\u67e5\uff0c\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u548c\u7ea0\u6b63\u53ef\u80fd\u5b58\u5728\u7684\u95ee\u9898\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u53ef\u4fe1\u5ea6\u548c\u900f\u660e\u5ea6\u3002<\/p>\n<p 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data-pid=\"_A9lnsFO\">\u2022 \u57fa\u4e8e\u5927\u6a21\u578b\u548c\u4f01\u4e1a\u6570\u636eAI\u5e94\u7528\u5f00\u53d1\uff0c\u5b9e\u73b0\u5927\u6a21\u578b\u7406\u8bba\u3001\u638c\u63e1GPU\u7b97\u529b\u3001\u786c\u4ef6\u3001LangChain\u5f00\u53d1\u6846\u67b6\u548c\u9879\u76ee\u5b9e\u6218\u6280\u80fd\uff0c \u5b66\u4f1aFine-tuning\u5782\u76f4\u8bad\u7ec3\u5927\u6a21\u578b\uff08\u6570\u636e\u51c6\u5907\u3001\u6570\u636e\u84b8\u998f\u3001\u5927\u6a21\u578b\u90e8\u7f72\uff09\u4e00\u7ad9\u5f0f\u638c\u63e1\uff1b<\/p>\n<p data-pid=\"y4ARsg0e\">\u2022 \u80fd\u591f\u5b8c\u6210\u65f6\u4e0b\u70ed\u95e8\u5927\u6a21\u578b\u5782\u76f4\u9886\u57df\u6a21\u578b\u8bad\u7ec3\u80fd\u529b\uff0c\u63d0\u9ad8\u7a0b\u5e8f\u5458\u7684\u7f16\u7801\u80fd\u529b\uff1a 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\/>\n<i><b>6.AI\u4ea7\u54c1\u7ecf\u7406\u8d44\u6e90\u5408\u96c6<\/b><\/i><\/p><\/blockquote>\n<p data-pid=\"k9HFxIAS\">\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\uff0c\u53ef\u4ee5 \u70b9\u51fb\u8fd9\u91cc\u9886\u53d6<\/p>\n<p data-pid=\"MVFCzikj\">\u53ef\u4ee5 \u70b9\u51fb\u8fd9\u91cc\u9886\u53d6<\/p>\n<p data-pid=\"aJkq-Mi5\">\u53ef\u4ee5 \u70b9\u51fb\u8fd9\u91cc\u9886\u53d6<\/p>\n<p data-pid=\"49u6f1nC\">\u53ef\u4ee5 \u70b9\u51fb\u8fd9\u91cc\u9886\u53d6<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/721320133\" target=\"_blank\" rel=\"noopener\">\u4e07\u5b57\u8be6\u89e3\uff1a\u4e00\u6587\u638c\u63e1 Prompt\u63d0\u793a\u8bcd-\u8fdb\u9636\u7bc7<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u5927\u6a21\u578b\u57282023\u5e74\u6a2a\u7a7a\u51fa\u4e16\uff0c\u201cPrompt \u5de5\u7a0b\u201d \u5e94\u8fd0\u800c\u751f\uff0c\u4f5c\u4e3a\u7528\u597d\u5927\u6a21\u578b\u6700\u91cd\u8981\u7684\u6b66\u5668\uff0cPrompt \u7684 [&hellip;]<\/p>\n","protected":false},"author":39,"featured_media":260,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-259","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/posts\/259","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/users\/39"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/comments?post=259"}],"version-history":[{"count":2,"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/posts\/259\/revisions"}],"predecessor-version":[{"id":282,"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/posts\/259\/revisions\/282"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/media\/260"}],"wp:attachment":[{"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/media?parent=259"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/categories?post=259"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.letsai.top\/index.php\/wp-json\/wp\/v2\/tags?post=259"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}