{"id":528,"date":"2025-10-26T11:35:38","date_gmt":"2025-10-26T11:35:38","guid":{"rendered":"https:\/\/shop.mygptmeta.com\/deepanalyze%ef%bc%9a%e8%ae%a9ai%e6%88%90%e4%b8%ba%e4%bd%a0%e7%9a%84%e4%b8%93%e5%b1%9e%e6%95%b0%e6%8d%ae%e7%a7%91%e5%ad%a6%e5%ae%b6%ef%bc%81%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae%e6%b7%b1%e5%ba%a6\/"},"modified":"2025-10-26T11:35:38","modified_gmt":"2025-10-26T11:35:38","slug":"deepanalyze%ef%bc%9a%e8%ae%a9ai%e6%88%90%e4%b8%ba%e4%bd%a0%e7%9a%84%e4%b8%93%e5%b1%9e%e6%95%b0%e6%8d%ae%e7%a7%91%e5%ad%a6%e5%ae%b6%ef%bc%81%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae%e6%b7%b1%e5%ba%a6","status":"publish","type":"post","link":"https:\/\/shop.mygptmeta.com\/it\/deepanalyze%ef%bc%9a%e8%ae%a9ai%e6%88%90%e4%b8%ba%e4%bd%a0%e7%9a%84%e4%b8%93%e5%b1%9e%e6%95%b0%e6%8d%ae%e7%a7%91%e5%ad%a6%e5%ae%b6%ef%bc%81%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae%e6%b7%b1%e5%ba%a6\/","title":{"rendered":"DeepAnalyze\uff1a\u8ba9AI\u6210\u4e3a\u4f60\u7684\u4e13\u5c5e\u6570\u636e\u79d1\u5b66\u5bb6\uff01\u5f00\u6e90\u9879\u76ee\u6df1\u5ea6\u89e3\u6790"},"content":{"rendered":"<p>\u5728\u8fd9\u4e2a\u6570\u636e\u7206\u70b8\u7684\u65f6\u4ee3\uff0c\u6570\u636e\u5206\u6790\u5df2\u6210\u4e3a\u4f01\u4e1a\u51b3\u7b56\u7684\u6838\u5fc3\u3002\u4f46\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u77ed\u7f3a\u3001\u9ad8\u6602\u7684\u4eba\u5de5\u6210\u672c\uff0c\u4ee5\u53ca\u4f20\u7edf\u6570\u636e\u5206\u6790\u5de5\u5177\u7684\u5b66\u4e60\u95e8\u69db\uff0c\u8ba9\u8bb8\u591a\u4f01\u4e1a\u671b\u800c\u5374\u6b65\u3002\u4eca\u5929\uff0c\u6211\u8981\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u4e00\u4e2a<strong>\u9769\u547d\u6027\u7684\u5f00\u6e90\u9879\u76ee<\/strong>\u2014\u2014DeepAnalyze\uff0c\u5b83\u80fd\u8ba9\u4f60\u8f7b\u677e\u62e5\u6709\u4e00\u4e2a<strong>24\u5c0f\u65f6\u5728\u7ebf\u7684AI\u6570\u636e\u79d1\u5b66\u5bb6<\/strong>\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4ec0\u4e48\u662fdeepanalyze\">\u4ec0\u4e48\u662fDeepAnalyze\uff1f<\/h2>\n\n\n\n<p>DeepAnalyze\u662f<strong>\u9996\u4e2a\u9762\u5411\u81ea\u4e3b\u6570\u636e\u79d1\u5b66\u7684\u4ee3\u7406\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/strong>\uff08Agentic LLM\uff09\uff0c\u7531\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u4e0e\u6e05\u534e\u5927\u5b66\u56e2\u961f\u8054\u5408\u5f00\u53d1\u3002\u5b83\u4e0d\u4ec5\u80fd\u6267\u884c\u4f20\u7edf\u7684\u6570\u636e\u5206\u6790\u4efb\u52a1\uff0c\u66f4\u80fd\u50cf\u4eba\u7c7b\u6570\u636e\u79d1\u5b66\u5bb6\u4e00\u6837<strong>\u81ea\u4e3b\u7f16\u6392\u548c\u4f18\u5316<\/strong>\u6574\u4e2a\u6570\u636e\u79d1\u5b66\u6d41\u7a0b\uff0c\u4ece\u539f\u59cb\u6570\u636e\u5230\u5206\u6790\u5e08\u7ea7\u522b\u7684\u7814\u7a76\u62a5\u544a\uff0c\u5b9e\u73b0\u771f\u6b63\u7684&#8221;\u7aef\u5230\u7aef&#8221;\u81ea\u52a8\u5316\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/502958904-04184975-7ee7-4ae0-8761-7a7550c5c8fe.mp4\"><\/video><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83d\udca1 <strong>\u5173\u952e\u7a81\u7834<\/strong>\uff1aDeepAnalyze-8B\uff08\u4ec58B\u53c2\u6570\uff09\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u8d85\u8d8a\u4e86GPT-4o-mini\u7b49\u5546\u4e1a\u5927\u6a21\u578b\uff0c\u6210\u4e3a\u9996\u4e2a\u80fd\u5b8c\u6210<strong>\u5f00\u653e\u5f0f\u6570\u636e\u7814\u7a76<\/strong>\u7684\u5f00\u6e90\u6a21\u578b\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-deepanalyze\u7684\u4e94\u5927\u6838\u5fc3\u80fd\u529b\">DeepAnalyze\u7684\u4e94\u5927\u6838\u5fc3\u80fd\u529b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-\u7aef\u5230\u7aef\u6570\u636e\u79d1\u5b66\u7ba1\u9053\">1\ufe0f\u20e3 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decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-14.png\" alt=\"\" class=\"wp-image-2440\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-\u5f00\u653e\u5f0f\u6570\u636e\u7814\u7a76\">2\ufe0f\u20e3 \u5f00\u653e\u5f0f\u6570\u636e\u7814\u7a76<\/h3>\n\n\n\n<p>\u4e0e\u4f20\u7edf\u5de5\u5177\u4e0d\u540c\uff0cDeepAnalyze\u4e0d\u5c40\u9650\u4e8e\u9884\u8bbe\u6d41\u7a0b\uff0c\u5b83\u80fd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u4e3b\u63a2\u7d22<\/strong>\u6570\u636e\u6e90\uff0c\u50cf\u4eba\u7c7b\u6570\u636e\u79d1\u5b66\u5bb6\u4e00\u6837&#8221;\u601d\u8003&#8221;<\/li>\n\n\n\n<li><strong>\u7075\u6d3b\u5e94\u5bf9<\/strong>\u591a\u79cd\u6570\u636e\u683c\u5f0f\uff1aCSV\u3001Excel\u3001JSON\u3001\u6570\u636e\u5e93\u3001Markdown\u7b49<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u6316\u6398<\/strong>\u6570\u636e\u80cc\u540e\u7684\u6545\u4e8b\uff0c\u63d0\u4f9b\u771f\u6b63\u6709\u6d1e\u89c1\u7684\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83c\udf1f \u4e0a\u4f20\u591a\u4e2a\u6570\u636e\u6587\u4ef6\u540e\uff0cDeepAnalyze\u80fd\u81ea\u52a8\u5206\u6790\u5b66\u751f\u5165\u5b66\u6a21\u5f0f\u3001\u673a\u6784\u8f6c\u79fb\u7f51\u7edc\uff0c\u751f\u6210\u5305\u542b\u4e13\u4e1a\u56fe\u8868\u7684\u6df1\u5ea6\u7814\u7a76\u62a5\u544a\u3002<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-17.png\" alt=\"\" class=\"wp-image-2443\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u7684\u81ea\u4e3b\u6027\">3\ufe0f\u20e3 \u65e0\u9700\u4eba\u5de5\u5e72\u9884\u7684\u81ea\u4e3b\u6027<\/h3>\n\n\n\n<p>DeepAnalyze\u6700\u5f3a\u5927\u7684\u7279\u70b9\u662f<strong>\u81ea\u4e3b\u7f16\u6392\u548c\u4f18\u5316<\/strong>\u80fd\u529b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b83\u4f1a\u5148<strong>\u89c4\u5212<\/strong>\u5206\u6790\u8def\u5f84<\/li>\n\n\n\n<li>\u7136\u540e<strong>\u4e3b\u52a8\u63a2\u7d22<\/strong>\u6570\u636e<\/li>\n\n\n\n<li>\u63a5\u7740<strong>\u7406\u89e3<\/strong>\u6570\u636e\u7ed3\u6784<\/li>\n\n\n\n<li>\u6267\u884c<strong>\u6570\u636e\u51c6\u5907\u548c\u5206\u6790<\/strong><\/li>\n\n\n\n<li>\u6700\u7ec8<strong>\u751f\u6210\u4e13\u4e1a\u62a5\u544a<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u6574\u4e2a\u8fc7\u7a0b\u65e0\u9700\u9884\u8bbe\u5de5\u4f5c\u6d41\uff0c\u50cf\u4eba\u7c7b\u4e00\u6837\u601d\u8003\uff0c\u5374\u6bd4\u4eba\u7c7b\u66f4\u9ad8\u6548\u3001\u66f4\u7cbe\u51c6\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-16.png\" alt=\"\" class=\"wp-image-2442\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-\u591a\u6570\u636e\u6e90\u652f\u6301\">4\ufe0f\u20e3 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\u5b8c\u5168\u5f00\u6e90<\/h3>\n\n\n\n<p>DeepAnalyze\u6700\u5927\u7684\u4f18\u52bf\u662f<strong>\u5b8c\u5168\u5f00\u6e90<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a21\u578b\u6743\u91cd\u5f00\u6e90<\/li>\n\n\n\n<li>\u4ee3\u7801\u5b8c\u5168\u5f00\u653e<\/li>\n\n\n\n<li>\u8bad\u7ec3\u6570\u636e\u516c\u5f00<\/li>\n\n\n\n<li>\u90e8\u7f72\u6559\u7a0b\u8be6\u7ec6<\/li>\n<\/ul>\n\n\n\n<p>\u4f60\u65e0\u9700\u4f9d\u8d56\u4efb\u4f55\u95ed\u6e90API\uff0c\u5c31\u80fd\u62e5\u6709\u81ea\u5df1\u7684\u6570\u636e\u79d1\u5b66\u52a9\u624b\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-19.png\" alt=\"\" class=\"wp-image-2445\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-deepanalyze\u5982\u4f55\u5de5\u4f5c-\u6280\u672f\u89e3\u6790\">DeepAnalyze\u5982\u4f55\u5de5\u4f5c\uff1f\u6280\u672f\u89e3\u6790<\/h2>\n\n\n\n<p>DeepAnalyze\u7684\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\u5176<strong>\u57fa\u4e8e\u8bfe\u7a0b\u7684\u4ee3\u7406\u8bad\u7ec3<\/strong>\uff08Curriculum-based Agentic Training\uff09\u548c<strong>\u6570\u636e\u5bfc\u5411\u8f68\u8ff9\u5408\u6210<\/strong>\u6280\u672f\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e94\u79cd\u6838\u5fc3\u4ea4\u4e92\u52a8\u4f5c\">\ud83e\udde0 \u4e94\u79cd\u6838\u5fc3\u4ea4\u4e92\u52a8\u4f5c<\/h3>\n\n\n\n<p>DeepAnalyze\u901a\u8fc7\u4e94\u79cd\u7279\u6b8a\u52a8\u4f5c\u6807\u7b7e\u5b9e\u73b0\u81ea\u4e3b\u64cd\u4f5c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>\u27e8Analyze\u27e9<\/code>\uff1a\u5206\u6790\u4e0e\u89c4\u5212<\/li>\n\n\n\n<li><code>\u27e8Understand\u27e9<\/code>\uff1a\u7406\u89e3\u6570\u636e\u7ed3\u6784<\/li>\n\n\n\n<li><code>\u27e8Code\u27e9<\/code>\uff1a\u751f\u6210\u6570\u636e\u5206\u6790\u4ee3\u7801<\/li>\n\n\n\n<li><code>\u27e8Execute\u27e9<\/code>\uff1a\u6267\u884c\u4ee3\u7801\u5e76\u83b7\u53d6\u7ed3\u679c<\/li>\n\n\n\n<li><code>\u27e8Answer\u27e9<\/code>\uff1a\u751f\u6210\u6700\u7ec8\u62a5\u544a<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u52a8\u4f5c\u8ba9DeepAnalyze\u80fd\u50cf\u4eba\u7c7b\u4e00\u6837<strong>\u601d\u8003-\u884c\u52a8-\u53cd\u9988<\/strong>\uff0c\u4e0d\u65ad\u4f18\u5316\u5206\u6790\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-22.png\" alt=\"\" class=\"wp-image-2448\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8bfe\u7a0b\u5f0f\u8bad\u7ec3\u65b9\u6cd5\">\ud83d\udcda \u8bfe\u7a0b\u5f0f\u8bad\u7ec3\u65b9\u6cd5<\/h3>\n\n\n\n<p>DeepAnalyze\u91c7\u7528\u4e86&#8221;\u7531\u7b80\u5165\u7e41&#8221;\u7684\u8bad\u7ec3\u7b56\u7565\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5355\u80fd\u529b\u5fae\u8c03<\/strong>\uff1a\u5148\u638c\u63e1\u57fa\u7840\u80fd\u529b\uff08\u5982\u6570\u636e\u7406\u89e3\u3001\u4ee3\u7801\u751f\u6210\uff09<\/li>\n\n\n\n<li><strong>\u591a\u80fd\u529b\u4ee3\u7406\u8bad\u7ec3<\/strong>\uff1a\u5b66\u4f1a\u7ec4\u5408\u591a\u79cd\u80fd\u529b\u89e3\u51b3\u590d\u6742\u95ee\u9898<\/li>\n\n\n\n<li><strong>\u5f3a\u5316\u5b66\u4e60\u4f18\u5316<\/strong>\uff1a\u5728\u771f\u5b9e\u73af\u5883\u4e2d\u4e0d\u65ad\u6539\u8fdb\u51b3\u7b56<\/li>\n<\/ol>\n\n\n\n<p>\u8fd9\u79cd\u8bad\u7ec3\u65b9\u6cd5\u89e3\u51b3\u4e86\u4f20\u7edfLLM\u5728\u590d\u6742\u6570\u636e\u4efb\u52a1\u4e2d&#8221;\u5956\u52b1\u7a00\u758f&#8221;\u7684\u96be\u9898\uff0c\u8ba9\u6a21\u578b\u771f\u6b63\u5b66\u4f1a&#8221;\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u601d\u7ef4&#8221;\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-21.png\" alt=\"\" class=\"wp-image-2447\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u5982\u4f55\u90e8\u7f72deepanalyze-\u624b\u628a\u624b\u6559\u7a0b\">\u5982\u4f55\u90e8\u7f72DeepAnalyze\uff1f\u624b\u628a\u624b\u6559\u7a0b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u51c6\u5907\u5de5\u4f5c\">\ud83d\udce6 \u51c6\u5907\u5de5\u4f5c<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u514b\u9686\u4ee3\u7801\u5e93<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">git clone https:\/\/github.com\/ruc-datalab\/DeepAnalyze.git\ncd DeepAnalyze<\/code><\/pre><\/div>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u521b\u5efa\u865a\u62df\u73af\u5883<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">conda create -n deepanalyze python=3.12 -y\nconda activate deepanalyze<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">pip install -r requirements.txt\n# \u8bad\u7ec3\u76f8\u5173\u4f9d\u8d56\n(cd .\/deepanalyze\/ms-swift\/ &amp;&amp; pip install -e .)\n(cd .\/deepanalyze\/SkyRL\/ &amp;&amp; pip install -e .)<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u90e8\u7f72\u6a21\u578b\">\ud83d\ude80 \u90e8\u7f72\u6a21\u578b<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ef\u76f4\u63a5\u4e0b\u8f7dDeepAnalyze-8B<\/li>\n\n\n\n<li>\u6216\u57fa\u4e8eDeepSeek-R1-0528-Qwen3-8B\u8fdb\u884c\u5fae\u8c03<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">cd demo\/chat\nnpm install\ncd ..\nbash start.sh<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>\u8bbf\u95ee\u754c\u9762<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee <code><a href=\"http:\/\/localhost:4000\">http:\/\/localhost:4000<\/a><\/code><\/li>\n\n\n\n<li>\u4e0a\u4f20\u6570\u636e\u6587\u4ef6\uff0c\u8f93\u5165\u5206\u6790\u6307\u4ee4<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-api\u8c03\u7528\u65b9\u5f0f\">\ud83c\udf10 API\u8c03\u7528\u65b9\u5f0f<\/h3>\n\n\n\n<p>\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7API\u65b9\u5f0f\u96c6\u6210\u5230\u81ea\u5df1\u7684\u7cfb\u7edf\u4e2d\uff1a<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">python demo\/backend.py<\/code><\/pre><\/div>\n\n\n\n<p>\u7136\u540e\u4f7f\u7528curl\u6d4b\u8bd5API\uff1a<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">curl -X POST http:\/\/localhost:8200\/chat\/completions \\\n-H \"Content-Type: application\/json\" \\\n-d '{\"messages\": [{\"role\": \"user\", \"content\": \"Generate a data science report.\"}], \"workspace\": \"example\/student_loan\/\"}'<\/code><\/pre><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4e09\u6b65\u751f\u6210\u4e13\u4e1a\u62a5\u544a\">\u4e09\u6b65\u751f\u6210\u4e13\u4e1a\u62a5\u544a<\/h2>\n\n\n\n<p>\u8ba9\u6211\u4eec\u770b\u4e00\u4e2a\u771f\u5b9e\u7684\u4f7f\u7528\u573a\u666f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u51c6\u5907\u6570\u636e<\/strong>\uff1a\u5c06\u9700\u8981\u5206\u6790\u7684\u6570\u636e\u6587\u4ef6\u653e\u5165\u5de5\u4f5c\u76ee\u5f55\uff08\u5982<code>example\/student_loan\/<\/code>\uff09<\/li>\n\n\n\n<li><strong>\u63d0\u4ea4\u4efb\u52a1<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">from deepanalyze import DeepAnalyzeVLLM\n\nprompt = \"\"\"# Instruction\nGenerate a data science report.\n\n# Data\nFile 1: {\"name\": \"bool.xlsx\", \"size\": \"4.8KB\"}\nFile 2: {\"name\": \"person.csv\", \"size\": \"10.6KB\"}\n...\uff08\u66f4\u591a\u6587\u4ef6\u63cf\u8ff0\uff09\"\"\"\n\nworkspace = \"\/path\/to\/your\/workspace\"\ndeepanalyze = DeepAnalyzeVLLM(\"path\/to\/DeepAnalyze-8B\/\")\nanswer = deepanalyze.generate(prompt, workspace=workspace)<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>\u83b7\u53d6\u7ed3\u679c<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f60\u4f1a\u5f97\u5230\u4e00\u4efd\u5305\u542b<strong>\u4e13\u4e1a\u56fe\u8868\u3001\u7edf\u8ba1\u5206\u6790\u548c\u4e1a\u52a1\u5efa\u8bae<\/strong>\u7684\u5b8c\u6574\u62a5\u544a<\/li>\n\n\n\n<li>\u652f\u6301\u5bfc\u51fa\u4e3aPDF\u683c\u5f0f\uff0c\u76f4\u63a5\u7528\u4e8e\u6c47\u62a5<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/report-scaled.png\" alt=\"\" class=\"wp-image-2450\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4e3a\u4ec0\u4e48\u9009\u62e9deepanalyze\">\u4e3a\u4ec0\u4e48\u9009\u62e9DeepAnalyze\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7279\u6027<\/th><th>DeepAnalyze<\/th><th>\u4f20\u7edf\u5de5\u5177<\/th><th>\u95ed\u6e90API<\/th><\/tr><\/thead><tbody><tr><td><strong>\u81ea\u4e3b\u6027<\/strong><\/td><td>\u2705 \u81ea\u4e3b\u7f16\u6392\u5168\u6d41\u7a0b<\/td><td>\u274c \u9700\u4eba\u5de5\u6307\u5bfc<\/td><td>\u26a0\ufe0f \u6709\u9650\u81ea\u4e3b<\/td><\/tr><tr><td><strong>\u6570\u636e\u683c\u5f0f\u652f\u6301<\/strong><\/td><td>\u2705 \u591a\u79cd\u683c\u5f0f<\/td><td>\u26a0\ufe0f \u6709\u9650\u652f\u6301<\/td><td>\u2705 \u652f\u6301<\/td><\/tr><tr><td><strong>\u5f00\u6e90<\/strong><\/td><td>\u2705 \u5b8c\u5168\u5f00\u6e90<\/td><td>\u2705<\/td><td>\u274c<\/td><\/tr><tr><td><strong>\u6210\u672c<\/strong><\/td><td>\u2705 \u4e00\u6b21\u6027\u90e8\u7f72<\/td><td>\u2705<\/td><td>\u274c \u9ad8\u6602\u4f7f\u7528\u8d39<\/td><\/tr><tr><td><strong>\u5b9a\u5236\u6027<\/strong><\/td><td>\u2705 \u53ef\u5b8c\u5168\u5b9a\u5236<\/td><td>\u26a0\ufe0f \u6709\u9650<\/td><td>\u274c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u62e5\u62b1\u81ea\u4e3b\u6570\u636e\u79d1\u5b66\u65b0\u65f6\u4ee3\">\u62e5\u62b1\u81ea\u4e3b\u6570\u636e\u79d1\u5b66\u65b0\u65f6\u4ee3<\/h2>\n\n\n\n<p>DeepAnalyze\u4ee3\u8868\u4e86\u6570\u636e\u79d1\u5b66\u7684\u65b0\u65b9\u5411\u2014\u2014<strong>\u4ece\u5de5\u4f5c\u6d41\u9a71\u52a8\u5230AI\u81ea\u4e3b\u9a71\u52a8<\/strong>\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u5de5\u5177\uff0c\u66f4\u662f\u4f60\u7684<strong>24\u5c0f\u65f6\u5728\u7ebf\u6570\u636e\u79d1\u5b66\u56e2\u961f<\/strong>\uff0c\u80fd\u591f\u7406\u89e3\u4f60\u7684\u4e1a\u52a1\u9700\u6c42\uff0c\u81ea\u4e3b\u5b8c\u6210\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4efb\u52a1\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83c\udf1f <strong>\u7acb\u5373\u884c\u52a8<\/strong>\uff1a\u8bbf\u95ee <a href=\"https:\/\/github.com\/ruc-datalab\/DeepAnalyze\">GitHub\u4ed3\u5e93<\/a> \u83b7\u53d6\u5b8c\u6574\u4ee3\u7801\u548c\u6559\u7a0b\uff0c\u4eca\u5929\u5c31\u5f00\u59cb\u4f60\u7684\u81ea\u4e3b\u6570\u636e\u5206\u6790\u4e4b\u65c5\uff01<\/p>\n<\/blockquote>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\n<thead>\n<tr style=\"height: 48px;background-color: #f5f5f5\">\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">\u66f4\u591a\u4ea7\u54c1\u8bf7\u67e5\u770b<\/h4>\n<\/th>\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">\u66f4\u591a\u5185\u5bb9\u8bf7\u67e5\u770b<\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 63px\">\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/\" data-linktype=\"2\">ShirtAI \u2013 \u6e17\u900f\u667a\u80fd<\/a><\/td>\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/archives\/4425\" data-linktype=\"2\">AIGC\u5927\u6a21\u578b\uff1a\u5f00\u521b\u5de5\u7a0b\u4e0e\u79d1\u5b66\u53cc\u91cd\u9769\u547d\u65f6\u4ee3 \u2013 \u6e17\u900f\u667a\u80fd<\/a><\/td>\n<\/tr>\n<tr style=\"height: 61px\">\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/\" data-linktype=\"2\">1:1\u8fd8\u539fClaude\u548cGPT\u5b98\u7f51 \u2013 AI\u4e91\u539f\u751f<\/a><\/td>\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">\u6bd4\u8d5b\u76f4\u64adAPP \u5168\u7403\u9ad8\u6e05\u4f53\u80b2\u89c2\u5f71\u64ad\u653e\u5668\uff08\u63a8\u8350\uff09 \u2013 \u84dd\u886b\u79d1\u6280<\/a><\/td>\n<\/tr>\n<tr style=\"height: 54px\">\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">\u57fa\u4e8e\u5b98\u65b9API\u7684\u4e2d\u8f6c\u670d\u52a1 \u2013 GPTMeta API<\/a><\/td>\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">\u6c42\u52a9\uff0c\u5404\u4f4d\u5927\u795e\u8c01\u80fd\u63d0\u4f9b\u4e00\u4e9bGPT\u7684\u63d0\u95ee\u6280\u5de7\uff1f\u2013 \u77e5\u4e4e<\/a><\/td>\n<\/tr>\n<tr style=\"height: 70px\">\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">\u5168\u7403\u5316\u865a\u62df\u5546\u54c1\u6570\u5b57\u5546\u5e97 \u2013 \u73af\u7403\u667a\u8d2d\uff08\u51e4\u7075\u9601\uff09<\/a><\/td>\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">Claude airtfacts\u529f\u80fd\u6709\u591a\u5f3a\u5927\uff0cGPT\u77ac\u95f4\u4e0d\u9999\u4e86\uff1f-\u54d4\u54e9\u54d4\u54e9<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>DeepAnalyze\u662f\u7531\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u4e0e\u6e05\u534e\u5927\u5b66\u56e2\u961f\u8054\u5408\u5f00\u53d1\u7684\u5f00\u6e90\u4ee3\u7406\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u9996\u4e2a\u9762\u5411\u81ea\u4e3b\u6570\u636e\u79d1\u5b66\u7684\u7aef\u5230\u7aef\u89e3\u51b3\u65b9\u6848\u3002\u5176\u6838\u5fc3\u80fd\u529b\u5305\u62ec\u81ea\u52a8\u5b8c\u6210\u6570\u636e\u51c6\u5907\u3001\u5206\u6790\u3001\u5efa\u6a21\u3001\u53ef\u89c6\u5316\u53ca\u62a5\u544a\u751f\u6210\u5168\u6d41\u7a0b\uff0c\u652f\u6301CSV\u3001Excel\u7b49\u591a\u683c\u5f0f\u6570\u636e\u6e90\uff0c\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u3002DeepAnalyze-8B\uff088B\u53c2\u6570\uff09\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u8d85\u8d8aGPT-4o-mini\u7b49\u5546\u4e1a\u6a21\u578b\uff0c\u4e14\u6a21\u578b\u6743\u91cd\u3001\u4ee3\u7801\u4e0e\u8bad\u7ec3\u6570\u636e\u5b8c\u5168\u5f00\u6e90\uff0c\u53ef\u90e8\u7f72\u4e3a\u4e13\u5c5e\u6570\u636e\u79d1\u5b66\u52a9\u624b\u3002<\/p>","protected":false},"author":1,"featured_media":527,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[33],"tags":[34,88,89],"class_list":["post-528","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-opensource","tag-ai-tools","tag-data-analysis","tag-data-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v25.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DeepAnalyze\uff1a\u8ba9AI\u6210\u4e3a\u4f60\u7684\u4e13\u5c5e\u6570\u636e\u79d1\u5b66\u5bb6\uff01\u5f00\u6e90\u9879\u76ee\u6df1\u5ea6\u89e3\u6790 - \u73af\u7403\u667a\u8d2d\uff08\u51e4\u7075\u9601\uff09<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/shop.mygptmeta.com\/it\/deepanalyze\uff1a\u8ba9ai\u6210\u4e3a\u4f60\u7684\u4e13\u5c5e\u6570\u636e\u79d1\u5b66\u5bb6\uff01\u5f00\u6e90\u9879\u76ee\u6df1\u5ea6\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DeepAnalyze\uff1a\u8ba9AI\u6210\u4e3a\u4f60\u7684\u4e13\u5c5e\u6570\u636e\u79d1\u5b66\u5bb6\uff01\u5f00\u6e90\u9879\u76ee\u6df1\u5ea6\u89e3\u6790\" \/>\n<meta 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