{"id":28255,"date":"2025-11-27T09:50:13","date_gmt":"2025-11-27T01:50:13","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=28255"},"modified":"2025-11-27T09:50:13","modified_gmt":"2025-11-27T01:50:13","slug":"rag%e8%a2%ab%e5%88%a4%e6%ad%bb%e5%88%91%ef%bc%9agoogle%e7%94%a8%e4%b8%80%e8%a1%8capi%e6%9e%b6%e7%a9%ba%e5%b7%a5%e7%a8%8b%e5%b8%88%ef%bc%81","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/11\/27\/28255\/","title":{"rendered":"RAG\u88ab\u5224\u6b7b\u5211\uff1aGoogle\u7528\u4e00\u884cAPI\u67b6\u7a7a\u5de5\u7a0b\u5e08\uff01"},"content":{"rendered":"<div class=\"article-desc\">Google\u5ba3\u5224RAG\u6b7b\u5211\uff01\u90a3\u6761\u66fe\u8ba9\u65e0\u6570\u5de5\u7a0b\u5e08\u81ea\u8c6a\u7684\u6280\u672f\u94fe\uff0c\u5982\u4eca\u53ea\u5269\u4e0b\u4e00\u884cAPI\u8c03\u7528\u3002Gemini\u7684File 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/21f701d4058d39ee77b210f145c8a2e03900a4-300x169.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/21f701d4058d39ee77b210f145c8a2e03900a4-1024x576.jpg 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/21f701d4058d39ee77b210f145c8a2e03900a4-150x84.jpg 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/21f701d4058d39ee77b210f145c8a2e03900a4-768x432.jpg 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__35\">Gemini\u7684File Search\u4e0a\u7ebf\u540e\uff0c\u4e0a\u4f20\u4e00\u4e2aPDF\u6216JSON\uff0c\u6a21\u578b\u5c31\u80fd\u81ea\u52a8\u5b8c\u6210\u5206\u5757\u3001\u68c0\u7d22\u3001\u5f15\u7528\uff0c\u751a\u81f3\u9644\u4e0a\u6765\u6e90\u3002<\/p>\n<p class=\"js_darkmode__text__39\">File Search 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srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/52dce995721e2683bbb576aa8542ed45ab40d7.jpg 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/52dce995721e2683bbb576aa8542ed45ab40d7-300x130.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/52dce995721e2683bbb576aa8542ed45ab40d7-1024x445.jpg 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/52dce995721e2683bbb576aa8542ed45ab40d7-150x65.jpg 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/52dce995721e2683bbb576aa8542ed45ab40d7-768x334.jpg 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__74\">Gemini File Search\u5de5\u4f5c\u6d41\u7a0b\uff1a\u4e0a\u4f20\u6587\u4ef6\u2192\u81ea\u52a8\u751f\u6210embedding\u2192\u8c03\u7528Gemini\u68c0\u7d22\u5e76\u751f\u6210\u7b54\u6848\u2192\u8f93\u51fa\u542b\u5f15\u7528\u7ed3\u679c<\/p>\n<p class=\"js_darkmode__text__77\">\u5b9a\u4ef7\u88ab\u6539\u6210\u4e86\u300c\u8f7b\u5165\u53e3\u300d\uff1a\u67e5\u8be2\u65f6\u7684\u5b58\u50a8\u4e0eembedding\u751f\u6210\u514d\u8d39\uff1b\u53ea\u5728\u9996\u6b21\u7d22\u5f15\u6309$0.15\/\u767e\u4e07tokens\u8ba1\u8d39\uff0c\u8fd9\u8ba9\u90e8\u7f72\u4e0e\u6269\u5bb9\u7684\u8fb9\u9645\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\u3002<\/p>\n<p class=\"js_darkmode__text__80\">\u8fd9\u610f\u5473\u7740\u642d\u5efa\u77e5\u8bc6\u68c0\u7d22\u7684\u6210\u672c\u51e0\u4e4e\u964d\u4e3a\u96f6\uff0cRAG\u7684\u6280\u672f\u95e8\u69db\u4e5f\u968f\u4e4b\u88ab\u5e73\u53f0\u5438\u6536\u3002<\/p>\n<h4>File Search\u7684\u903b\u8f91\uff1aRAG\u5d4c\u8fdbAPI<\/h4>\n<p class=\"js_darkmode__text__87\">File 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src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/765a1d028804aa2df9d09192b4229ddea0329d.png\" width=\"560\" height=\"553\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/765a1d028804aa2df9d09192b4229ddea0329d.png 560w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/765a1d028804aa2df9d09192b4229ddea0329d-300x296.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/765a1d028804aa2df9d09192b4229ddea0329d-150x148.png 150w\" sizes=\"auto, (max-width: 560px) 100vw, 560px\" \/><\/p>\n<p class=\"js_darkmode__text__96\">Ask the Manual\u6f14\u793a\u5e94\u7528\u7a0b\u5e8f\u7531Gemini API\u4e2d\u7684\u5168\u65b0\u6587\u4ef6\u641c\u7d22\u5de5\u5177\u63d0\u4f9b\u652f\u6301<\/p>\n<p 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class=\"js_darkmode__text__110\">\u751a\u81f3\u4f7f\u7528\u7684\u662f\u4e13\u95e8\u7684gemini-embedding-001\u6a21\u578b\uff0c\u786e\u4fdd\u68c0\u7d22\u4e0e\u751f\u6210\u7684\u8bed\u4e49\u7a7a\u95f4\u5b8c\u5168\u4e00\u81f4<\/p>\n<p><img data-dominant-color=\"383a39\" data-has-transparency=\"false\" style=\"--dominant-color: #383a39;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28259\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/932551b96e5ddd88b3a85654951e332e33b7a0.jpg\" width=\"802\" height=\"1280\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/932551b96e5ddd88b3a85654951e332e33b7a0.jpg 802w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/932551b96e5ddd88b3a85654951e332e33b7a0-188x300.jpg 188w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/932551b96e5ddd88b3a85654951e332e33b7a0-642x1024.jpg 642w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/932551b96e5ddd88b3a85654951e332e33b7a0-94x150.jpg 94w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/932551b96e5ddd88b3a85654951e332e33b7a0-768x1226.jpg 768w\" sizes=\"auto, (max-width: 802px) 100vw, 802px\" \/><\/p>\n<p class=\"js_darkmode__text__113\">\u4e0a\u4f20\u4e00\u4efd\u5173\u4e8e\u73b0\u4ee3i10\u7684\u6587\u6863\u5e76\u8be2\u95ee\u300c\u4ec0\u4e48\u662f\u73b0\u4ee3i10\uff1f\u300d\u3002Gemini\u4f1a\u68c0\u7d22\u76f8\u5173\u6bb5\u843d\uff0c\u64b0\u5199\u6709\u7406\u6709\u636e\u7684\u7b54\u6848\uff0c\u5e76\u663e\u793a\u652f\u6301\u8be5\u7b54\u6848\u7684\u6765\u6e90\u3002<\/p>\n<p class=\"js_darkmode__text__116\">\u66f4\u91cd\u8981\u7684\u662f\uff0cFile Search\u6539\u5199\u4e86\u5f00\u53d1\u903b\u8f91\u3002<\/p>\n<p class=\"js_darkmode__text__119\">\u5f00\u53d1\u8005\u4e0d\u518d\u9700\u8981\u989d\u5916\u90e8\u7f72\u6570\u636e\u5e93\uff0c\u4e5f\u4e0d\u9700\u8981\u7ef4\u62a4\u68c0\u7d22\u7ba1\u7ebf\uff1b\u6574\u4e2a\u8fc7\u7a0b\u53ea\u5728\u4e00\u6b21\u8c03\u7528\u4e2d\u5b8c\u6210\u3002<\/p>\n<p class=\"js_darkmode__text__122\">\u8fd9\u610f\u5473\u7740\uff0cRAG\u4ece\u4e00\u4e2a\u72ec\u7acb\u7cfb\u7edf\u53d8\u6210\u4e86\u4e00\u4e2a\u53c2\u6570\u3002<\/p>\n<p class=\"js_darkmode__text__125\">\u8fc7\u53bb\u8981\u51e0\u767e\u884c\u4ee3\u7801\u624d\u80fd\u8dd1\u901a\u7684\u6d41\u7a0b\uff0c\u73b0\u5728\u662f\u4e00\u884c\u914d\u7f6e\u3002\u5b98\u65b9\u793a\u4f8b\u8c03\u7528\u5982\u4e0b\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-javascript\" tabindex=\"0\"><code class=\"language-javascript\">response <span class=\"token operator\">=<\/span> client<span class=\"token punctuation\">.<\/span>models<span class=\"token punctuation\">.<\/span><span class=\"token function\">generate_content<\/span><span class=\"token punctuation\">(<\/span>\r\nmodel<span class=\"token operator\">=<\/span><span class=\"token string\">'gemini-2.5-flash'<\/span><span class=\"token punctuation\">,<\/span>\r\ncnotallow<span class=\"token operator\">=<\/span><span class=\"token string\">'What does the research say about ...'<\/span><span class=\"token punctuation\">,<\/span>\r\ncnotallow<span class=\"token operator\">=<\/span>types<span class=\"token punctuation\">.<\/span><span class=\"token function\">GenerateContentConfig<\/span><span class=\"token punctuation\">(<\/span>\r\ntools<span class=\"token operator\">=<\/span><span class=\"token punctuation\">[<\/span>types<span class=\"token punctuation\">.<\/span><span class=\"token function\">Tool<\/span><span class=\"token punctuation\">(<\/span>\r\nfile_search<span class=\"token operator\">=<\/span>types<span class=\"token punctuation\">.<\/span><span class=\"token function\">FileSearch<\/span><span class=\"token punctuation\">(<\/span>\r\nfile_search_store_names<span class=\"token operator\">=<\/span><span class=\"token punctuation\">[<\/span>store<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">]<\/span>\r\n<span class=\"token punctuation\">)<\/span>\r\n<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span>\r\n<span class=\"token punctuation\">)<\/span>\r\n<span class=\"token punctuation\">)<\/span><\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p class=\"js_darkmode__text__152\">\u5f53\u6240\u6709\u68c0\u7d22\u3001\u5b58\u50a8\u3001\u6ce8\u5165\u3001\u5f15\u7528\u90fd\u81ea\u52a8\u5b8c\u6210\uff0c\u5de5\u7a0b\u5e08\u518d\u4e5f\u4e0d\u7528\u7406\u89e3\u7cfb\u7edf\u600e\u4e48\u627e\u5230\u7b54\u6848\u3002<\/p>\n<p class=\"js_darkmode__text__155\">File Search\u8ba9RAG\u4ece\u4e00\u5957\u9700\u8981\u638c\u63e1\u7684\u77e5\u8bc6\uff0c\u53d8\u6210\u4e00\u9879\u88ab\u8c03\u7528\u7684\u529f\u80fd\u3002<\/p>\n<p class=\"js_darkmode__text__158\">\u90a3\u4e00\u523b\uff0c\u6280\u672f\u4e0d\u518d\u662f\u4e00\u79cd\u80fd\u529b\uff0c\u800c\u6210\u4e86\u4e00\u79cd\u9009\u9879\u3002<\/p>\n<h4>\u88ab\u62a2\u8d70\u5de5\u4f5c\u7684\u5de5\u7a0b\u5e08<\/h4>\n<p class=\"js_darkmode__text__165\">File Search\u7684\u4e0a\u7ebf\uff0c\u4e0d\u53ea\u662f\u4e00\u6b21\u5de5\u5177\u5347\u7ea7\uff0c\u800c\u662f\u4e00\u573a\u89d2\u8272\u8fc1\u79fb\u3002<\/p>\n<p class=\"js_darkmode__text__168\">\u5b83\u8ba9\u7cfb\u7edf\u5177\u5907\u4e86\u81ea\u6211\u6784\u5efa\u7684\u80fd\u529b\u2014\u2014\u80fd\u591f\u81ea\u52a8\u5207\u5757\u3001\u7d22\u5f15\u3001\u68c0\u7d22\u3001\u5f15\u7528\u3002<\/p>\n<p class=\"js_darkmode__text__171\">\u8fc7\u53bb\uff0c\u7406\u89e3\u8fd9\u4e9b\u903b\u8f91\u662f\u5de5\u7a0b\u5e08\u7684\u4ef7\u503c\u6240\u5728\uff1b\u73b0\u5728\uff0c\u8fd9\u79cd\u7406\u89e3\u88ab\u5f7b\u5e95\u9690\u85cf\u3002<\/p>\n<p class=\"js_darkmode__text__174\">\u5728\u65e9\u671f\u63a5\u5165\u91cc\uff0cBeam\uff08Phaser Studio\uff09\u7684\u53d8\u5316\u6700\u76f4\u89c2\uff1a<\/p>\n<p><img data-dominant-color=\"8e7faa\" data-has-transparency=\"true\" style=\"--dominant-color: #8e7faa;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28260\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/53c10c2783cadca83f59911b4506902e3b1532.png\" width=\"1080\" height=\"585\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/53c10c2783cadca83f59911b4506902e3b1532.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/53c10c2783cadca83f59911b4506902e3b1532-300x163.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/53c10c2783cadca83f59911b4506902e3b1532-1024x555.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/53c10c2783cadca83f59911b4506902e3b1532-150x81.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/11\/53c10c2783cadca83f59911b4506902e3b1532-768x416.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__177\">\u4ed6\u4eec\u628aFile Search\u63a5\u8fdb\u5185\u5bb9\u751f\u4ea7\u7ebf\uff0c\u7528\u6765\u68c0\u7d22\u6a21\u677f\u3001\u7ec4\u4ef6\u4e0e\u8bbe\u8ba1\u6587\u6863\uff1b\u6bcf\u5929\u4e0a\u5343\u6b21\u67e5\u8be2\u8de8\u8d8a\u516d\u4e2a\u8bed\u6599\u5e93\uff0c\u4e24\u79d2\u5185\u5408\u5e76\u7ed3\u679c\u3002<\/p>\n<p class=\"js_darkmode__text__180\">CTO ichard Davey\u7684\u8bf4\u6cd5\u662f\uff1a<\/p>\n<p class=\"js_darkmode__text__184\">\u8fc7\u53bb\u51e0\u5929\u7684\u5de5\u4f5c\uff0c\u73b0\u5728\u51e0\u5206\u949f\u5c31\u80fd\u51fa\u7ed3\u679c\u3002<\/p>\n<p class=\"js_darkmode__text__187\">\u8fd9\u5f53\u7136\u662f\u751f\u4ea7\u529b\u7684\u8fdb\u6b65\uff0c\u4f46\u4e5f\u610f\u5473\u7740\u2014\u2014<strong>\u5de5\u7a0b\u5e08\u5931\u53bb\u4e86\u5bf9\u7cfb\u7edf\u7684\u89e3\u91ca\u6743\u3002<\/strong><\/p>\n<p class=\"js_darkmode__text__194\">\u5f53\u68c0\u7d22\u7b56\u7565\u3001\u5f15\u7528\u903b\u8f91\u3001\u751a\u81f3\u6570\u636e\u7ed3\u6784\u90fd\u7531\u5e73\u53f0\u63a7\u5236\uff0c\u5de5\u7a0b\u4e0d\u518d\u662f\u642d\u5efa\u7cfb\u7edf\uff0c\u800c\u662f\u8c03\u7528\u7cfb\u7edf\u3002<\/p>\n<p class=\"js_darkmode__text__197\">\u4ece\u5916\u90e8\u770b\uff0c\u8fd9\u53ea\u662f\u5c11\u5199\u51e0\u767e\u884c\u4ee3\u7801\uff1b\u4f46\u4ece\u5185\u90e8\u770b\uff0c\u8fd9\u662f\u77e5\u8bc6\u5bc6\u5ea6\u88ab\u5e73\u53f0\u5438\u6536\u7684\u77ac\u95f4\u3002<\/p>\n<p class=\"js_darkmode__text__200\">\u5f53\u590d\u6742\u88ab\u9690\u85cf\uff0c\u4eba\u4e5f\u968f\u4e4b\u53d8\u5f97\u53ef\u66ff\u6362\u3002<\/p>\n<h4>\u6743\u529b\u7684\u8fc1\u79fb\uff1a\u4ece\u5de5\u7a0b\u5e08\u5230\u5e73\u53f0<\/h4>\n<p class=\"js_darkmode__text__207\">File Search\u7684\u51fa\u73b0\uff0c\u771f\u6b63\u91cd\u5851\u7684\u4e0d\u662f\u5f00\u53d1\u4f53\u9a8c\uff0c\u800c\u662f\u6743\u529b\u7ed3\u6784\u2014\u2014\u5b83\u8ba9\u7406\u89e3\u7cfb\u7edf\u7684\u4eba\u4ece\u5de5\u7a0b\u5e08\u53d8\u6210\u4e86\u5e73\u53f0\u3002<\/p>\n<p class=\"js_darkmode__text__210\">\u5728\u4f20\u7edf\u7684RAG\u6d41\u7a0b\u4e2d\uff0c\u5de5\u7a0b\u5e08\u62e5\u6709\u5bf9\u7cfb\u7edf\u7684\u638c\u63a7\u6743\u3002<\/p>\n<p class=\"js_darkmode__text__213\">\u4ed6\u4eec\u80fd\u51b3\u5b9a\u600e\u6837\u5206\u5757\u3001\u600e\u6837\u7d22\u5f15\u3001\u600e\u6837\u68c0\u7d22\uff0c\u4e5f\u80fd\u89e3\u91ca\u6a21\u578b\u4e3a\u4ec0\u4e48\u4f1a\u7ed9\u51fa\u67d0\u4e2a\u7b54\u6848\u3002<\/p>\n<p class=\"js_darkmode__text__216\">\u8fd9\u4efd\u638c\u63a7\u611f\u6765\u81ea\u4e8e\u53ef\u89c1\u6027\u2014\u2014\u4ed6\u4eec\u770b\u5f97\u89c1\u6bcf\u4e00\u6b65\u7684\u903b\u8f91\u3002<\/p>\n<p class=\"js_darkmode__text__219\">File Search\u628a\u53ef\u89c1\u7684\u5de5\u7a0b\u6b65\u9aa4\u6536\u8fdb\u4e86\u4e0d\u53ef\u89c1\u7684API\u3002<\/p>\n<p class=\"js_darkmode__text__222\">\u68c0\u7d22\u7b56\u7565\u3001\u7d22\u5f15\u7ed3\u6784\u3001\u5f15\u7528\u89c4\u5219\u88ab\u6258\u7ba1\u5728\u4e91\u7aef\uff0c\u5f00\u53d1\u8005\u53ea\u770b\u5f97\u5230\u7b54\u6848\uff0c\u770b\u4e0d\u5230\u8fc7\u7a0b<\/p>\n<p class=\"js_darkmode__text__225\">\u8fd9\u610f\u5473\u7740\u77e5\u8bc6\u6ce8\u5165\u7684\u6743\u529b\u6b63\u5728\u96c6\u4e2d\uff1a\u6a21\u578b\u57fa\u4e8e\u54ea\u4e9b\u6bb5\u843d\u56de\u7b54\u3001\u5ffd\u7565\u4e86\u54ea\u4e9b\u8bc1\u636e\u3001\u5982\u4f55\u6743\u8861\u68c0\u7d22\u7ed3\u679c\uff0c\u5747\u7531\u5e73\u53f0\u51b3\u5b9a\u3002<\/p>\n<p class=\"js_darkmode__text__228\">\u5de5\u7a0b\u5e08\u4e0d\u518d\u300c\u6784\u5efa\u7cfb\u7edf\u300d\uff0c\u800c\u662f\u300c\u8c03\u7528\u7cfb\u7edf\u300d\u3002<\/p>\n<p class=\"js_darkmode__text__231\">\u8fd9\u5e76\u975e\u5b64\u4f8b\u3002OpenAI\u7684Custom GPTs\u3001Anthropic\u7684Console\u3001\u4ee5\u53caGemini\u7684File Search\uff0c\u90fd\u5728\u628a\u590d\u6742\u5ea6\u4e0b\u6c89\u5230\u5e73\u53f0\u5e95\u5c42\uff0c\u8ba9\u5f00\u53d1\u66f4\u5bb9\u6613\uff0c\u4e5f\u66f4\u53d7\u63a7\u3002<\/p>\n<p class=\"js_darkmode__text__234\">\u6bcf\u4e00\u6b21\u62bd\u8c61\u5316\uff0c\u90fd\u662f\u4e00\u6b21\u6743\u529b\u96c6\u4e2d\u3002<\/p>\n<p class=\"js_darkmode__text__237\">File Search\u7684\u8bde\u751f\uff0c\u8ba9AI\u5f00\u53d1\u8fdb\u5165\u4e86\u96f6\u914d\u7f6e\u65f6\u4ee3\uff1a<\/p>\n<p class=\"js_darkmode__text__240\">\u4eba\u4e0d\u518d\u9700\u8981\u7406\u89e3\u6a21\u578b\uff0c\u53ea\u9700\u8c03\u7528\u6a21\u578b\uff1b\u5e73\u53f0\u4e0d\u518d\u63d0\u4f9b\u80fd\u529b\uff0c\u800c\u662f\u76f4\u63a5\u63d0\u4f9b\u7ed3\u679c\u3002<\/p>\n<p class=\"js_darkmode__text__243\">\u8fd9\u573a\u53d8\u5316\u6ca1\u6709\u4efb\u4f55\u620f\u5267\u6027\u7684\u51b2\u7a81\uff0c\u5374\u5f7b\u5e95\u6539\u53d8\u4e86\u6280\u672f\u7684\u8fb9\u754c\u3002<\/p>\n<p class=\"js_darkmode__text__246\">\u5f53\u7cfb\u7edf\u81ea\u5df1\u642d\u5efa\u7cfb\u7edf\uff0c\u4e2a\u4eba\u7684\u7406\u89e3\u88ab\u66ff\u4ee3\u4e3a\u5bf9\u5e73\u53f0\u7684\u4fe1\u4efb\u3002<\/p>\n<p class=\"js_darkmode__text__249\">File Search\u5e76\u6ca1\u6709\u300c\u6740\u6b7b\u300dRAG\uff0c\u5b83\u53ea\u662f\u628aRAG\u53d8\u6210\u4e86\u7cfb\u7edf\u7684\u8840\u6db2\u3002<\/p>\n<p class=\"js_darkmode__text__252\">\u590d\u6742\u88ab\u9690\u85cf\uff0c\u6743\u529b\u88ab\u96c6\u4e2d\uff1b\u5de5\u7a0b\u5e08\u8981\u505a\u7684\uff0c\u662f\u5728\u66f4\u9ad8\u4e00\u5c42\u7684\u5c01\u88c5\u91cc\uff0c\u627e\u5230\u65b0\u7684\u5165\u53e3\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_28255\" class=\"pvc_stats total_only  \" data-element-id=\"28255\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" 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