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id=\"%E6%8E%A2%E7%A9%B6TOON%E7%9A%84%E4%BB%B7%E5%80%BC%E8%BE%B9%E7%95%8C%EF%BC%9A%E6%AF%94JSON%E6%9B%B4%E4%BC%98%E7%9A%84%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%8F%8B%E5%A5%BD%E6%95%B0%E6%8D%AE%E6%A0%BC%E5%BC%8F%EF%BC%9F\">\u63a2\u7a76TOON\u7684\u4ef7\u503c\u8fb9\u754c&#xff1a;\u6bd4JSON\u66f4\u4f18\u7684\u5927\u6a21\u578b\u53cb\u597d\u6570\u636e\u683c\u5f0f&#xff1f;<\/h2>\n<\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u6700\u8fd1 AI \u5708\u5b50\u91cc\u51fa\u73b0\u4e86\u4e00\u4e2a\u65b0\u6982\u5ff5&#xff1a;TOON\u3002<\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5b98\u65b9\u5bf9\u5b83\u7684\u63cf\u8ff0\u662f\u8fd9\u6837\u7684&#xff1a;\u4e00\u79cd\u7b80\u6d01\u3001\u6613\u8bfb\u7684 JSON \u6570\u636e\u6a21\u578b\u7f16\u7801&#xff0c;\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u4ee4\u724c\u6570\u91cf&#xff0c;\u4f7f\u6a21\u578b\u6613\u4e8e\u7406\u89e3\u7ed3\u6784\u3002\u5b83\u65e8\u5728\u4f5c\u4e3a\u73b0\u6709 JSON 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loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"674\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260113171716-69667e1c767d5.png\" width=\"1200\" \/><\/p>\n<\/p>\n<h3 id=\"%E4%B8%80%E3%80%81TOON%20%E7%9A%84%E9%80%82%E7%94%A8%E8%BE%B9%E7%95%8C\">\u4e00\u3001TOON \u7684\u9002\u7528\u8fb9\u754c<\/h3>\n<\/p>\n<h4 id=\"1%E3%80%81%E5%93%AA%E4%BA%9B%E6%83%85%E5%86%B5%E4%B8%8D%E9%80%82%E7%94%A8%20TOON%EF%BC%9F\">1\u3001\u54ea\u4e9b\u60c5\u51b5\u4e0d\u9002\u7528 TOON&#xff1f;<\/h4>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0TOON \u7684\u4f18\u52bf\u5efa\u7acb\u5728\u4e00\u4e2a\u975e\u5e38\u5f3a\u7684\u524d\u63d0\u4e4b\u4e0a&#xff1a;\u540c\u6784\u6027\u3002\u5b98\u65b9\u5728\u4f55\u65f6\u4e0d\u8be5\u4f7f\u7528 TOON 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src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260113171717-69667e1dc4143.png\" width=\"800\" \/><\/p>\n<h5 id=\"%C2%A0%20%C2%A0%20%C2%A0%20%C2%A0%20%E2%91%A0%E5%AE%98%E6%96%B9%E6%95%B0%E6%8D%AE\">\u00a0 \u00a0 \u00a0 \u00a0 \u2460\u5b98\u65b9\u6570\u636e<\/h5>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u5b98\u65b9\u7ed9\u51fa\u4e86\u8fd9\u6837\u7684\u4e00\u7ec4\u6548\u7387\u6392\u540d&#xff08;<span style=\"color:#1f2328\"><span style=\"background-color:#ffffff\">\u6bcf1000\u4e2a\u4ee3\u5e01\u7684\u51c6\u786e\u7387<\/span><\/span>&#xff09;&#xff1a;<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"264\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260113171718-69667e1ef13c0.png\" width=\"849\" \/><\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u8be5\u6392\u540d\u4e0d\u5305\u62ec CSV&#xff0c;\u56e0\u4e3a\u5b83\u53ea\u652f\u6301 209 \u9898\u4e2d\u7684 109 \u9898&#xff08;\u4ec5\u4e3a\u6241\u5e73\u8868\u683c\u6570\u636e&#xff09;\u3002\u867d\u7136 CSV \u5bf9\u4e8e\u7b80\u5355\u7684\u8868\u683c\u6570\u636e\u975e\u5e38\u9ad8\u6548&#xff0c;\u4f46\u5b83\u65e0\u6cd5\u8868\u793a\u5176\u4ed6\u683c\u5f0f\u5904\u7406\u7684\u5d4c\u5957\u7ed3\u6784\u3002<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u6b64\u5916&#xff0c;\u8fd8\u6709\u4e00\u7ec4\u5404\u6a21\u578b\u68c0\u7d22\u7cbe\u5ea6\u7684\u6392\u540d&#xff0c;\u5b98\u65b9\u5c06\u4ee5\u4e0b\u6570\u636e\u4f5c\u4e3a\u5927\u6a21\u578b\u68c0\u7d22\u7684\u4f9d\u636e&#xff1a;<\/p>\n<ul>\n<li>\u8868\u683c&#xff08;100 \u6761\u5458\u5de5\u8bb0\u5f55&#xff09;&#xff1a;\u7edf\u4e00\u7684\u5bf9\u8c61&#xff0c;\u5b57\u6bb5\u76f8\u540c\u2014\u2014\u6700\u9002\u5408 TOON \u7684\u8868\u683c\u683c\u5f0f\u3002<\/li>\n<li>\u5d4c\u5957\u00a0&#xff08;50 \u4e2a\u7535\u5546\u8ba2\u5355&#xff09;&#xff1a;\u590d\u6742\u7684\u7ed3\u6784&#xff0c;\u5305\u542b\u5d4c\u5957\u7684\u5ba2\u6237\u5bf9\u8c61\u548c\u5546\u54c1\u6570\u7ec4\u3002<\/li>\n<li>\u5206\u6790\u00a0&#xff08;60 \u5929\u6307\u6807&#xff09;&#xff1a;\u5e26\u6709\u65e5\u671f\u548c\u6570\u503c\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u3002<\/li>\n<li>GitHub&#xff08;100 \u4e2a\u4ed3\u5e93&#xff09;&#xff1a;\u6309\u661f\u6570\u6392\u540d\u7684\u9876\u7ea7 GitHub \u4ed3\u5e93\u7684\u771f\u5b9e\u4e16\u754c\u6570\u636e\u3002<\/li>\n<li>\u4e8b\u4ef6\u65e5\u5fd7\u00a0&#xff08;75 \u4e2a\u65e5\u5fd7&#xff09;&#xff1a;\u534a\u5747\u5300\u6570\u636e&#xff0c;~50%\u4e3a\u5e73\u5766\u65e5\u5fd7&#xff0c;~50%\u4e3a\u5d4c\u5957\u9519\u8bef\u5bf9\u8c61\u3002<\/li>\n<li>\u5d4c\u5957\u914d\u7f6e\u00a0&#xff08;1 \u4e2a\u914d\u7f6e&#xff09;&#xff1a;\u6df1\u5ea6\u5d4c\u5957\u914d\u7f6e&#xff0c;\u8868\u683c\u8d44\u683c\u6781\u5c11\u3002<\/li>\n<\/ul>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u751f\u6210\u4e86\u4e94\u7c7b\u4e00\u5171209\u4e2a\u95ee\u9898&#xff1a;<\/p>\n<ul>\n<li>\u5b57\u6bb5\u68c0\u7d22&#xff08;33%&#xff09;&#xff1a;\u76f4\u63a5\u67e5\u627e\u503c\u6216\u53ef\u76f4\u63a5\u4ece\u8bb0\u5f55\u8bfb\u53d6\u7684\u503c&#xff08;\u5305\u62ec\u5e03\u5c14\u503c\u548c\u7b80\u5355\u8ba1\u6570\u5982\u6570\u7ec4\u957f\u5ea6&#xff09;<\/li>\n<li>\u805a\u5408&#xff08;30%&#xff09;&#xff1a;\u6570\u636e\u96c6\u5c42\u7ea7\u603b\u548c\u5e73\u5747\u503c\u52a0\u4e0a\u5355\u4e00\u6761\u4ef6\u8fc7\u6ee4\u5668&#xff08;\u8ba1\u6570\u3001\u6c42\u548c\u3001\u6700\u5c0f\/\u6700\u5927\u6bd4\u8f83&#xff09;<\/li>\n<li>\u8fc7\u6ee4&#xff08;23%&#xff09;&#xff1a;\u9700\u8981\u590d\u5408\u903b\u8f91&#xff08;\u8de8\u5b57\u6bb5\u7684 AND \u7ea6\u675f&#xff09;\u7684\u591a\u6761\u4ef6\u67e5\u8be2<\/li>\n<li>\u7ed3\u6784\u610f\u8bc6&#xff08;12%&#xff09;&#xff1a;\u6d4b\u8bd5\u683c\u5f0f\u539f\u751f\u7ed3\u6784\u53ef\u611f\u77e5\u6027&#xff08;TOON\u00a0\u7684[N] \u8ba1\u6570\u548c {fields}&#xff0c;CSV \u7684\u5934\u884c&#xff09;<\/li>\n<li>\u7ed3\u6784\u9a8c\u8bc1&#xff08;2%&#xff09;&#xff1a;\u6d4b\u8bd5\u4f7f\u7528\u7ed3\u6784\u5143\u6570\u636e\u68c0\u6d4b\u4e0d\u5b8c\u6574\u3001\u622a\u65ad\u6216\u635f\u574f\u6570\u636e\u7684\u80fd\u529b<\/li>\n<\/ul>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u6700\u540e\u5f97\u5230\u7684\u6d4b\u8bd5\u7ed3\u679c\u662f\u8fd9\u6837\u7684&#xff1a;<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"641\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260113171719-69667e1f13342.png\" width=\"561\" \/><\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4f46\u5c31\u5c0f\u74dc\u7684\u7ecf\u5386\u800c\u8a00&#xff0c;\u5927\u6a21\u578b\u7684\u8ba1\u6570\u80fd\u529b\u666e\u904d\u8f83\u5f31&#xff0c;TOON \u5728\u7b2c\u4e00\u884c\u5c31\u5199\u660e\u4e86\u4e00\u5171\u6709\u591a\u5c11\u6761\u6570\u636e\u6761\u76ee&#xff0c;12%\u7684\u7ed3\u6784\u610f\u8bc6\u9898\u76ee\u786e\u5b9e\u4e0d\u662f\u7ed9 TOON \u5f00\u540e\u95e8&#xff1f;\u4f46\u662f CSV \u8868\u73b0\u53c8\u4e0d\u592a\u597d&#xff0c;\u7531\u4e8e\u6ca1\u6709\u5b8c\u5168\u516c\u5f00\u6570\u636e\u96c6\u548c\u6d4b\u8bd5\u96c6&#xff0c;\u5bf9\u4e8e\u8fd9\u90e8\u5206\u5b98\u65b9\u6d4b\u8bc4\u5c0f\u74dc\u4ecd\u6301\u4fdd\u5b88\u6001\u5ea6\u3002<\/p>\n<h5 id=\"%C2%A0%20%C2%A0%20%C2%A0%20%C2%A0%20%E2%91%A1%E5%9F%BA%E4%BA%8E%E6%A1%88%E4%BE%8B%E6%95%B0%E6%8D%AE%E7%9A%84%20token%20%E5%B7%AE%E5%BC%82%E6%8E%A2%E7%B4%A2\">\u00a0 \u00a0 \u00a0 \u00a0 \u2461\u57fa\u4e8e\u6848\u4f8b\u6570\u636e\u7684 token \u5dee\u5f02\u63a2\u7d22<\/h5>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u5b98\u65b9\u63d0\u4f9b\u7684\u6548\u7387\u3001\u68c0\u7d22\u51c6\u786e\u5ea6\u6392\u540d\u76f8\u5bf9\u7f25\u7f08&#xff0c;\u4f46\u662f token \u5dee\u5f02\u662f\u6211\u4eec\u786e\u5b9e\u80fd\u770b\u5f97\u89c1\u6478\u5f97\u7740\u7684&#xff0c;\u6211\u4eec\u5229\u7528 OpenAI \u63d0\u4f9b\u7684 tokenizer\u00a0\u5de5\u5177\u6765\u7edf\u8ba1\u4e00\u4e0b token \u5dee\u5f02\u3002<\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7f51\u5740&#xff1a;https:\/\/platform.openai.com\/tokenizer<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u6d4b\u8bd5\u6570\u636e&#xff1a;<\/p>\n<p>\/\/ JSON<br \/>\n{<br \/>\n  &#034;context&#034;: {<br \/>\n    &#034;task&#034;: &#034;Our favorite hikes together&#034;,<br \/>\n    &#034;location&#034;: &#034;Boulder&#034;,<br \/>\n    &#034;season&#034;: &#034;spring_2025&#034;<br \/>\n  },<br \/>\n  &#034;friends&#034;: [&#034;ana&#034;, &#034;luis&#034;, &#034;sam&#034;],<br \/>\n  &#034;hikes&#034;: [<br \/>\n    {<br \/>\n      &#034;id&#034;: 1,<br \/>\n      &#034;name&#034;: &#034;Blue Lake Trail&#034;,<br \/>\n      &#034;distanceKm&#034;: 7.5,<br \/>\n      &#034;elevationGain&#034;: 320,<br \/>\n      &#034;companion&#034;: &#034;ana&#034;,<br \/>\n      &#034;wasSunny&#034;: true<br \/>\n    },<br \/>\n    {<br \/>\n      &#034;id&#034;: 2,<br \/>\n      &#034;name&#034;: &#034;Ridge Overlook&#034;,<br \/>\n      &#034;distanceKm&#034;: 9.2,<br \/>\n      &#034;elevationGain&#034;: 540,<br \/>\n      &#034;companion&#034;: &#034;luis&#034;,<br \/>\n      &#034;wasSunny&#034;: false<br \/>\n    },<br \/>\n    {<br \/>\n      &#034;id&#034;: 3,<br \/>\n      &#034;name&#034;: &#034;Wildflower Loop&#034;,<br \/>\n      &#034;distanceKm&#034;: 5.1,<br \/>\n      &#034;elevationGain&#034;: 180,<br \/>\n      &#034;companion&#034;: &#034;sam&#034;,<br \/>\n      &#034;wasSunny&#034;: true<br \/>\n    }<br \/>\n  ]<br \/>\n}<\/p>\n<p>\/\/ TOON<br \/>\ncontext:<br \/>\n  task: Our favorite hikes together<br \/>\n  location: Boulder<br \/>\n  season: spring_2025<br \/>\nfriends[3]: ana,luis,sam<br \/>\nhikes[3]{id,name,distanceKm,elevationGain,companion,wasSunny}:<br \/>\n  1,Blue Lake Trail,7.5,320,ana,true<br \/>\n  2,Ridge Overlook,9.2,540,luis,false<br \/>\n  3,Wildflower Loop,5.1,180,sam,true <\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u5176\u4e2d JSON \u6570\u636e\u7684 token \u8ba1\u6570\u4e3a 223&#xff1a;<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"579\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260113171719-69667e1f29176.png\" width=\"709\" \/><\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 TOON \u6570\u636e\u7684 token \u8ba1\u6570\u4e3a 104&#xff1a;<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"363\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260113171719-69667e1f42779.png\" width=\"696\" \/><\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u57fa\u4e8e\u8fd9\u4e2a\u5bf9\u6bd4&#xff0c;\u6211\u4eec\u53ef\u4ee5\u53d1\u73b0 JSON \u4e2d\u6709\u5927\u91cf\u7684\u5927\u62ec\u53f7\u3001\u91cd\u590d\u7684\u952e\u540d\u6d88\u8017\u4e86\u989d\u5916\u7684 token&#xff0c;\u4f46\u662f\u5728\u7a7a\u683c\u3001\u6362\u884c\u4e0a&#xff0c;TOON \u6bd4\u8d77 JSON \u4e0d\u4e00\u5b9a\u80fd\u5e26\u6765\u5b9e\u9645\u7684\u63d0\u5347\u3002\u6b64\u5916&#xff0c;\u5173\u4e8e\u00a0characters \/ tokens\u7684\u6bd4\u503c&#xff0c;JSON \u6570\u636e\u662f 2.98&#xff0c;TOON \u6570\u636e\u5219\u662f 2.75 \u3002\u5373\u4f18\u5316 n% \u7684\u5b57\u7b26&#xff0c;\u4e5f\u6ca1\u529e\u6cd5\u51cf\u5c11 n% \u7684 token \u6d88\u8017&#xff0c;\u8bf4\u660e TOON \u6570\u636e\u4e2d\u6bcf\u4e2a token \u5305\u542b\u7684\u5b57\u7b26\u6570\u66f4\u5c11\u3002<\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4f46\u603b\u4f53\u8bf4\u6765&#xff0c;TOON \u5728\u8868\u683c\u7ed3\u6784\u4e2d\u786e\u5b9e\u80fd\u5927\u5e45\u51cf\u5c11 JSON \u6570\u636e\u4e2d\u7684\u5197\u4f59\u5185\u5bb9&#xff0c;\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u51cf\u5c11\u00a0token \u7684\u6d6a\u8d39\u3002<\/p>\n<\/p>\n<h3 id=\"%E4%B8%89%E3%80%81TOON%20%E7%9C%9F%E7%9A%84%E6%98%AF%E6%9B%B4%E5%A5%BD%E7%9A%84%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%8F%8B%E5%A5%BD%E6%95%B0%E6%8D%AE%E6%A0%BC%E5%BC%8F%E5%90%97%EF%BC%9F\">\u4e8c\u3001TOON \u771f\u7684\u662f\u66f4\u597d\u7684\u5927\u6a21\u578b\u53cb\u597d\u6570\u636e\u683c\u5f0f\u5417&#xff1f;<\/h3>\n<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 \u6839\u636e\u4e0a\u8ff0\u7684\u4ecb\u7ecd\u548c\u63a2\u7d22&#xff0c;\u7ed3\u5408\u5c0f\u74dc\u81ea\u5df1\u7684\u7406\u89e3\u6765\u770b\u3002\u8fd9\u91cc\u9700\u8981\u975e\u5e38\u514b\u5236\u5730\u7ed9\u51fa\u7ed3\u8bba&#xff0c;\u4ece\u8bbe\u8ba1\u76ee\u6807\u770b&#xff0c;TOON \u786e\u5b9e\u51cf\u5c11\u4e86\u7ed3\u6784\u91cd\u590d&#xff0c;\u660e\u786e\u4e86\u8bed\u4e49\u8fb9\u754c&#xff0c;\u6709\u52a9\u4e8e\u6a21\u578b\u505a\u6a21\u5f0f\u8bc6\u522b&#xff0c;\u5728\u9002\u7528\u60c5\u51b5\u4e0b&#xff0c;\u786e\u5b9e\u8282\u7701\u4e86\u4e0d\u5c11\u7684 token &#xff0c;\u4f46\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u6a21\u578b\u201c\u5929\u751f\u66f4\u61c2 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