{"id":83550,"date":"2026-07-26T01:56:26","date_gmt":"2026-07-25T17:56:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/83550.html"},"modified":"2026-07-26T01:56:26","modified_gmt":"2026-07-25T17:56:26","slug":"gte-pro%e5%ae%9e%e6%93%8d%e6%89%8b%e5%86%8c%ef%bc%9a%e8%b4%a2%e5%8a%a1%e6%8a%a5%e9%94%80%e3%80%81%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%95%85%e9%9a%9c%e3%80%81%e6%96%b0%e4%ba%ba%e5%85%a5%e8%81%8c%e7%ad%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/83550.html","title":{"rendered":"GTE-Pro\u5b9e\u64cd\u624b\u518c\uff1a\u8d22\u52a1\u62a5\u9500\u3001\u670d\u52a1\u5668\u6545\u969c\u3001\u65b0\u4eba\u5165\u804c\u7b49\u771f\u5b9eQuery\u89e3\u6790"},"content":{"rendered":"<h2>GTE-Pro\u5b9e\u64cd\u624b\u518c&#xff1a;\u8d22\u52a1\u62a5\u9500\u3001\u670d\u52a1\u5668\u6545\u969c\u3001\u65b0\u4eba\u5165\u804c\u7b49\u771f\u5b9eQuery\u89e3\u6790<\/h2>\n<h3>1. \u9879\u76ee\u6982\u8ff0<\/h3>\n<p>GTE-Pro\u662f\u4e00\u4e2a\u4f01\u4e1a\u7ea7\u8bed\u4e49\u68c0\u7d22\u5f15\u64ce&#xff0c;\u57fa\u4e8e\u963f\u91cc\u8fbe\u6469\u9662\u5f00\u6e90\u7684GTE-Large&#xff08;General Text Embedding&#xff09;\u67b6\u6784\u6784\u5efa\u3002\u8fd9\u4e2a\u7cfb\u7edf\u5f7b\u5e95\u6539\u53d8\u4e86\u4f20\u7edf\u7684\u5173\u952e\u8bcd\u5339\u914d\u641c\u7d22\u65b9\u5f0f&#xff0c;\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5c06\u6587\u672c\u8f6c\u5316\u4e3a1024\u7ef4\u7684\u9ad8\u7ef4\u5411\u91cf&#xff0c;\u8ba9\u673a\u5668\u771f\u6b63\u7406\u89e3\u4eba\u7c7b\u8bed\u8a00\u7684\u6df1\u5c42\u542b\u4e49\u3002<\/p>\n<p>\u4e0e\u4f20\u7edf\u7684Elasticsearch\u7b49\u57fa\u4e8e\u5012\u6392\u7d22\u5f15\u7684\u641c\u7d22\u7cfb\u7edf\u4e0d\u540c&#xff0c;GTE-Pro\u5b9e\u73b0\u4e86&#034;\u641c\u610f\u4e0d\u641c\u8bcd&#034;\u7684\u667a\u80fd\u5316\u4f53\u9a8c\u3002\u5373\u4f7f\u67e5\u8be2\u8bcd\u4e0e\u6587\u6863\u5b57\u9762\u4e0d\u4e00\u81f4&#xff0c;\u7cfb\u7edf\u4e5f\u80fd\u51c6\u786e\u7406\u89e3\u7528\u6237\u7684\u641c\u7d22\u610f\u56fe&#xff0c;\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u7684\u4fe1\u606f\u53ec\u56de\u3002\u8fd9\u4e3a\u4f01\u4e1a\u6784\u5efaRAG&#xff08;\u68c0\u7d22\u589e\u5f3a\u751f\u6210&#xff09;\u77e5\u8bc6\u5e93\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u6280\u672f\u57fa\u7840\u3002<\/p>\n<p>\u6838\u5fc3\u7279\u70b9\u901f\u89c8&#xff1a;<\/p>\n<ul>\n<li>\u6df1\u5ea6\u8bed\u4e49\u7406\u89e3&#xff1a;\u7a81\u7834\u5b57\u9762\u9650\u5236&#xff0c;\u8bc6\u522b\u540c\u4e49\u8bcd\u548c\u9690\u542b\u903b\u8f91<\/li>\n<li>\u5b8c\u5168\u6570\u636e\u9690\u79c1&#xff1a;\u672c\u5730\u5316\u90e8\u7f72&#xff0c;\u6240\u6709\u8ba1\u7b97\u5728\u5185\u7f51\u5b8c\u6210<\/li>\n<li>\u6beb\u79d2\u7ea7\u54cd\u5e94&#xff1a;\u9488\u5bf9GPU\u4f18\u5316&#xff0c;\u6d77\u91cf\u6587\u6863\u79d2\u7ea7\u68c0\u7d22<\/li>\n<li>\u53ef\u89c6\u5316\u8bc4\u5206&#xff1a;\u63d0\u4f9b\u76f8\u4f3c\u5ea6\u70ed\u529b\u6761&#xff0c;\u76f4\u89c2\u5c55\u793a\u5339\u914d\u7f6e\u4fe1\u5ea6<\/li>\n<\/ul>\n<h3>2. \u73af\u5883\u51c6\u5907\u4e0e\u5feb\u901f\u542f\u52a8<\/h3>\n<h4>2.1 \u7cfb\u7edf\u8981\u6c42<\/h4>\n<p>GTE-Pro\u652f\u6301\u591a\u79cd\u90e8\u7f72\u65b9\u5f0f&#xff0c;\u4ee5\u4e0b\u662f\u57fa\u672c\u8981\u6c42&#xff1a;<\/p>\n<ul>\n<li>\u786c\u4ef6\u8981\u6c42&#xff1a;\u63a8\u8350\u53ccRTX 4090 GPU&#xff0c;32GB\u4ee5\u4e0a\u5185\u5b58<\/li>\n<li>\u8f6f\u4ef6\u73af\u5883&#xff1a;Python 3.8&#043;&#xff0c;PyTorch 2.0&#043;<\/li>\n<li>\u5b58\u50a8\u7a7a\u95f4&#xff1a;\u81f3\u5c1150GB\u53ef\u7528\u7a7a\u95f4&#xff08;\u7528\u4e8e\u6a21\u578b\u548c\u5411\u91cf\u6570\u636e\u5e93&#xff09;<\/li>\n<\/ul>\n<h4>2.2 \u4e00\u952e\u90e8\u7f72<\/h4>\n<p>\u6700\u7b80\u5355\u7684\u542f\u52a8\u65b9\u5f0f\u662f\u901a\u8fc7\u9884\u7f6e\u7684Docker\u955c\u50cf&#xff1a;<\/p>\n<p># \u62c9\u53d6\u6700\u65b0\u955c\u50cf<br \/>\ndocker pull gte-pro:latest<\/p>\n<p># \u542f\u52a8\u670d\u52a1<br \/>\ndocker run -d -p 7860:7860 &#8211;gpus all gte-pro<\/p>\n<p>\u542f\u52a8\u540e&#xff0c;\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee http:\/\/\u4f60\u7684\u670d\u52a1\u5668IP:7860 \u5373\u53ef\u8fdb\u5165\u7cfb\u7edf\u754c\u9762\u3002<\/p>\n<h4>2.3 \u754c\u9762\u521d\u8bc6<\/h4>\n<p>\u9996\u6b21\u6253\u5f00\u7cfb\u7edf&#xff0c;\u4f60\u4f1a\u770b\u5230\u7b80\u6d01\u7684\u641c\u7d22\u754c\u9762&#xff1a;<\/p>\n<ul>\n<li>\u641c\u7d22\u6846&#xff1a;\u8f93\u5165\u4f60\u7684\u67e5\u8be2\u95ee\u9898<\/li>\n<li>\u7ed3\u679c\u533a\u57df&#xff1a;\u663e\u793a\u5339\u914d\u7684\u6587\u6863\u548c\u76f8\u4f3c\u5ea6\u8bc4\u5206<\/li>\n<li>\u8bbe\u7f6e\u9762\u677f&#xff1a;\u8c03\u6574\u641c\u7d22\u53c2\u6570\u548c\u8fc7\u6ee4\u6761\u4ef6<\/li>\n<\/ul>\n<p>\u7cfb\u7edf\u5df2\u7ecf\u9884\u7f6e\u4e86\u6a21\u62df\u7684\u4f01\u4e1a\u77e5\u8bc6\u5e93\u6570\u636e&#xff0c;\u5305\u542b\u8d22\u52a1\u5236\u5ea6\u3001\u5458\u5de5\u4fe1\u606f\u3001\u8fd0\u7ef4\u6587\u6863\u7b49\u5185\u5bb9&#xff0c;\u4f60\u53ef\u4ee5\u7acb\u5373\u5f00\u59cb\u6d4b\u8bd5\u3002<\/p>\n<h3>3. \u771f\u5b9e\u573a\u666fQuery\u89e3\u6790<\/h3>\n<h4>3.1 \u8d22\u52a1\u62a5\u9500\u573a\u666f<\/h4>\n<p>\u7528\u6237\u67e5\u8be2&#xff1a;&#034;\u600e\u4e48\u62a5\u9500\u5403\u996d\u7684\u53d1\u7968&#xff1f;&#034;<\/p>\n<p>\u4f20\u7edf\u641c\u7d22\u7684\u95ee\u9898&#xff1a;\u5982\u679c\u4f7f\u7528\u5173\u952e\u8bcd\u5339\u914d&#xff0c;\u7cfb\u7edf\u53ef\u80fd\u53ea\u67e5\u627e\u5305\u542b&#034;\u62a5\u9500&#034;\u3001&#034;\u5403\u996d&#034;\u3001&#034;\u53d1\u7968&#034;\u8fd9\u4e9b\u5b57\u773c\u7684\u6587\u6863&#xff0c;\u4f46\u5f88\u5bb9\u6613\u9519\u8fc7\u76f8\u5173\u7684\u5236\u5ea6\u6761\u6b3e\u3002<\/p>\n<p>GTE-Pro\u7684\u667a\u80fd\u7406\u89e3&#xff1a;<\/p>\n<ul>\n<li>\u7406\u89e3&#034;\u5403\u996d&#034;\u6307\u7684\u662f&#034;\u9910\u996e\u6d88\u8d39&#034;<\/li>\n<li>\u5173\u8054&#034;\u62a5\u9500&#034;\u4e0e&#034;\u8d22\u52a1\u6d41\u7a0b&#034;\u3001&#034;\u8d39\u7528\u7533\u8bf7&#034;<\/li>\n<li>\u8bc6\u522b\u8fd9\u662f\u5173\u4e8e&#034;\u8d39\u7528\u62a5\u9500\u6d41\u7a0b&#034;\u7684\u54a8\u8be2<\/li>\n<\/ul>\n<p>\u5b9e\u9645\u5339\u914d\u7ed3\u679c&#xff1a;<\/p>\n<p># \u7cfb\u7edf\u5185\u90e8\u5b9e\u73b0\u7684\u8bed\u4e49\u5339\u914d<br \/>\nquery &#061; &#034;\u600e\u4e48\u62a5\u9500\u5403\u996d\u7684\u53d1\u7968&#xff1f;&#034;<br \/>\nmatched_document &#061; &#034;\u9910\u996e\u53d1\u7968\u5fc5\u987b\u5728\u6d88\u8d39\u540e7\u5929\u5185\u63d0\u4ea4&#xff0c;\u9700\u9644\u4e0a\u6d88\u8d39\u660e\u7ec6\u548c\u5ba1\u6279\u5355&#034;<br \/>\nsimilarity_score &#061; 0.89  # \u9ad8\u7f6e\u4fe1\u5ea6\u5339\u914d<\/p>\n<p>\u4e3a\u4ec0\u4e48\u8fd9\u6837\u8bbe\u8ba1&#xff1a;\u5458\u5de5\u4e0d\u9700\u8981\u8bb0\u4f4f\u5177\u4f53\u7684\u5236\u5ea6\u6761\u6b3e\u540d\u79f0&#xff0c;\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u95ee\u9898\u5c31\u80fd\u627e\u5230\u6b63\u786e\u7b54\u6848\u3002<\/p>\n<h4>3.2 \u4eba\u5458\u68c0\u7d22\u573a\u666f<\/h4>\n<p>\u7528\u6237\u67e5\u8be2&#xff1a;&#034;\u65b0\u6765\u7684\u7a0b\u5e8f\u5458\u662f\u8c01&#xff1f;&#034;<\/p>\n<p>\u4f20\u7edf\u641c\u7d22\u7684\u5c40\u9650&#xff1a;\u5173\u952e\u8bcd\u641c\u7d22\u53ef\u80fd\u53ea\u5339\u914d&#034;\u7a0b\u5e8f\u5458&#034;\u8fd9\u4e2a\u8bcd&#xff0c;\u4f46\u65e0\u6cd5\u7406\u89e3&#034;\u65b0\u6765\u7684&#034;\u65f6\u95f4\u6982\u5ff5\u3002<\/p>\n<p>GTE-Pro\u7684\u6df1\u5ea6\u7406\u89e3&#xff1a;<\/p>\n<ul>\n<li>\u7406\u89e3&#034;\u65b0\u6765\u7684&#034;\u610f\u5473\u7740&#034;\u6700\u8fd1\u5165\u804c&#034;<\/li>\n<li>\u5173\u8054&#034;\u7a0b\u5e8f\u5458&#034;\u4e0e&#034;\u6280\u672f\u7814\u53d1&#034;\u3001&#034;\u5f00\u53d1\u5de5\u7a0b\u5e08&#034;<\/li>\n<li>\u7ed3\u5408\u65f6\u95f4\u4e0a\u4e0b\u6587\u7b5b\u9009\u6700\u65b0\u5165\u804c\u4eba\u5458<\/li>\n<\/ul>\n<p>\u5b9e\u9645\u5e94\u7528\u793a\u4f8b&#xff1a;<\/p>\n<p># \u65f6\u95f4\u611f\u77e5\u7684\u8bed\u4e49\u68c0\u7d22<br \/>\nquery &#061; &#034;\u65b0\u6765\u7684\u7a0b\u5e8f\u5458\u662f\u8c01&#xff1f;&#034;<br \/>\n# \u7cfb\u7edf\u81ea\u52a8\u5173\u8054\u5230\u5165\u804c\u65f6\u95f4\u6700\u8fd1\u7684\u7814\u53d1\u4eba\u5458<br \/>\nresults &#061; [<br \/>\n    {&#034;name&#034;: &#034;\u5f20\u4e09&#034;, &#034;department&#034;: &#034;\u6280\u672f\u7814\u53d1\u90e8&#034;, &#034;\u5165\u804c\u65f6\u95f4&#034;: &#034;2024-01-15&#034;},<br \/>\n    {&#034;name&#034;: &#034;\u674e\u56db&#034;, &#034;department&#034;: &#034;\u540e\u7aef\u5f00\u53d1\u7ec4&#034;, &#034;\u5165\u804c\u65f6\u95f4&#034;: &#034;2024-01-10&#034;}<br \/>\n]<\/p>\n<p>\u5b9e\u7528\u6280\u5de7&#xff1a;\u5bf9\u4e8e\u65f6\u95f4\u76f8\u5173\u67e5\u8be2&#xff0c;\u7cfb\u7edf\u4f1a\u81ea\u52a8\u6309\u65f6\u95f4\u76f8\u5173\u6027\u6392\u5e8f&#xff0c;\u6700\u65b0\u4fe1\u606f\u4f18\u5148\u663e\u793a\u3002<\/p>\n<h4>3.3 \u8fd0\u7ef4\u652f\u6301\u573a\u666f<\/h4>\n<p>\u7528\u6237\u67e5\u8be2&#xff1a;&#034;\u670d\u52a1\u5668\u5d29\u4e86\u600e\u4e48\u529e&#xff1f;&#034;<\/p>\n<p>\u4f20\u7edf\u65b9\u6cd5\u7684\u4e0d\u8db3&#xff1a;\u53ef\u80fd\u5339\u914d\u5230\u5404\u79cd\u4e0d\u76f8\u5173\u7684\u670d\u52a1\u5668\u6587\u6863&#xff0c;\u9700\u8981\u7528\u6237\u81ea\u5df1\u7b5b\u9009\u3002<\/p>\n<p>GTE-Pro\u7684\u6545\u969c\u8bca\u65ad&#xff1a;<\/p>\n<ul>\n<li>\u7406\u89e3&#034;\u5d29\u4e86&#034;\u610f\u5473\u7740&#034;\u6545\u969c&#034;\u3001&#034;\u5b95\u673a&#034;\u3001&#034;\u4e0d\u53ef\u7528&#034;<\/li>\n<li>\u5173\u8054\u5230\u8fd0\u7ef4\u6587\u6863\u4e2d\u7684\u6545\u969c\u5904\u7406\u7ae0\u8282<\/li>\n<li>\u4f18\u5148\u663e\u793a\u6700\u5e38\u89c1\u7684\u89e3\u51b3\u65b9\u6848<\/li>\n<\/ul>\n<p>\u5178\u578b\u5339\u914d\u7ed3\u679c&#xff1a;<\/p>\n<p>\u5339\u914d\u6587\u6863&#xff1a;&#034;\u7d27\u6025\u6545\u969c\u5904\u7406\u6d41\u7a0b &#8211; Nginx\u8d1f\u8f7d\u5747\u8861\u68c0\u67e5&#034;<br \/>\n\u76f8\u4f3c\u5ea6&#xff1a;0.92<br \/>\n\u5185\u5bb9&#xff1a;\u5f53\u670d\u52a1\u5668\u51fa\u73b0\u5f02\u5e38\u65f6&#xff0c;\u9996\u5148\u68c0\u67e5Nginx\u8d1f\u8f7d\u5747\u8861\u914d\u7f6e&#xff0c;\u786e\u8ba4\u540e\u7aef\u670d\u52a1\u72b6\u6001&#8230;<\/p>\n<p>\u5904\u7406\u903b\u8f91&#xff1a;\u7cfb\u7edf\u5efa\u7acb\u4e86\u95ee\u9898\u73b0\u8c61\u4e0e\u89e3\u51b3\u65b9\u6848\u7684\u8bed\u4e49\u8fde\u63a5&#xff0c;\u5373\u4f7f\u6587\u6863\u4e2d\u6ca1\u6709\u5b8c\u5168\u76f8\u540c\u7684\u5b57\u773c\u4e5f\u80fd\u51c6\u786e\u5339\u914d\u3002<\/p>\n<h3>4. \u9ad8\u7ea7\u4f7f\u7528\u6280\u5de7<\/h3>\n<h4>4.1 \u4f18\u5316\u67e5\u8be2\u6548\u679c<\/h4>\n<p>\u60f3\u8981\u83b7\u5f97\u66f4\u7cbe\u51c6\u7684\u641c\u7d22\u7ed3\u679c&#xff0c;\u53ef\u4ee5\u5c1d\u8bd5\u8fd9\u4e9b\u6280\u5de7&#xff1a;<\/p>\n<p>\u4f7f\u7528\u5b8c\u6574\u53e5\u5b50&#xff1a;<\/p>\n<ul>\n<li>\u4e00\u822c&#xff1a;\u62a5\u9500\u53d1\u7968<\/li>\n<li>\u66f4\u597d&#xff1a;\u9910\u996e\u53d1\u7968\u62a5\u9500\u9700\u8981\u4ec0\u4e48\u6750\u6599<\/li>\n<\/ul>\n<p>\u5305\u542b\u5177\u4f53\u4e0a\u4e0b\u6587&#xff1a;<\/p>\n<ul>\n<li>\u4e00\u822c&#xff1a;\u670d\u52a1\u5668\u95ee\u9898<\/li>\n<li>\u66f4\u597d&#xff1a;\u751f\u4ea7\u73af\u5883\u670d\u52a1\u5668\u7a81\u7136\u65e0\u6cd5\u8bbf\u95ee<\/li>\n<\/ul>\n<p>\u907f\u514d\u8fc7\u4e8e\u7b80\u7565&#xff1a;<\/p>\n<ul>\n<li>\u4e0d\u63a8\u8350&#xff1a;\u600e\u4e48\u5f04&#xff1f;<\/li>\n<li>\u63a8\u8350&#xff1a;\u65b0\u5458\u5de5\u7535\u8111\u7533\u8bf7\u6d41\u7a0b\u662f\u4ec0\u4e48<\/li>\n<\/ul>\n<h4>4.2 \u7406\u89e3\u76f8\u4f3c\u5ea6\u8bc4\u5206<\/h4>\n<p>\u7cfb\u7edf\u4e3a\u6bcf\u4e2a\u7ed3\u679c\u63d0\u4f9b0-1\u7684\u76f8\u4f3c\u5ea6\u8bc4\u5206&#xff1a;<\/p>\n<ul>\n<li>0.9&#043;&#xff1a;\u51e0\u4e4e\u5b8c\u7f8e\u5339\u914d&#xff0c;\u76f4\u63a5\u91c7\u7528\u7b54\u6848<\/li>\n<li>0.7-0.9&#xff1a;\u9ad8\u5ea6\u76f8\u5173&#xff0c;\u5efa\u8bae\u4ed4\u7ec6\u9605\u8bfb<\/li>\n<li>0.5-0.7&#xff1a;\u4e00\u822c\u76f8\u5173&#xff0c;\u53ef\u80fd\u9700\u8981\u8fdb\u4e00\u6b65\u7b5b\u9009<\/li>\n<li>0.5\u4ee5\u4e0b&#xff1a;\u76f8\u5173\u6027\u8f83\u4f4e&#xff0c;\u5efa\u8bae\u91cd\u65b0\u8868\u8ff0\u67e5\u8be2<\/li>\n<\/ul>\n<h4>4.3 \u6279\u91cf\u5904\u7406\u4e0eAPI\u8c03\u7528<\/h4>\n<p>\u5bf9\u4e8e\u4f01\u4e1a\u7ea7\u5e94\u7528&#xff0c;\u53ef\u4ee5\u901a\u8fc7API\u8fdb\u884c\u96c6\u6210&#xff1a;<\/p>\n<p>import requests<br \/>\nimport json<\/p>\n<p># \u8bbe\u7f6eAPI\u7aef\u70b9<br \/>\napi_url &#061; &#034;http:\/\/your-gte-pro-server:7860\/api\/search&#034;<\/p>\n<p># \u51c6\u5907\u67e5\u8be2\u6570\u636e<br \/>\nquery_data &#061; {<br \/>\n    &#034;query&#034;: &#034;\u8d22\u52a1\u62a5\u9500\u6d41\u7a0b&#034;,<br \/>\n    &#034;top_k&#034;: 5  # \u8fd4\u56de\u524d5\u4e2a\u7ed3\u679c<br \/>\n}<\/p>\n<p># \u53d1\u9001\u8bf7\u6c42<br \/>\nresponse &#061; requests.post(api_url, json&#061;query_data)<br \/>\nresults &#061; response.json()<\/p>\n<p># \u5904\u7406\u7ed3\u679c<br \/>\nfor result in results:<br \/>\n    print(f&#034;\u6587\u6863: {result[&#039;document&#039;]}&#034;)<br \/>\n    print(f&#034;\u76f8\u4f3c\u5ea6: {result[&#039;score&#039;]:.3f}&#034;)<\/p>\n<h3>5. \u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h3>\n<p>\u95ee\u98981&#xff1a;\u4e3a\u4ec0\u4e48\u6709\u65f6\u5019\u67e5\u8be2\u7ed3\u679c\u4e0d\u51c6\u786e&#xff1f;<\/p>\n<p>\u53ef\u80fd\u539f\u56e0&#xff1a;<\/p>\n<ul>\n<li>\u67e5\u8be2\u8fc7\u4e8e\u7b80\u7565&#xff0c;\u7f3a\u4e4f\u4e0a\u4e0b\u6587<\/li>\n<li>\u77e5\u8bc6\u5e93\u4e2d\u7f3a\u4e4f\u76f8\u5173\u6587\u6863<\/li>\n<li>\u9700\u8981\u8c03\u6574\u76f8\u4f3c\u5ea6\u9608\u503c<\/li>\n<\/ul>\n<p>\u89e3\u51b3\u65b9\u6848&#xff1a;\u5c1d\u8bd5\u7528\u66f4\u5b8c\u6574\u7684\u53e5\u5b50\u63cf\u8ff0\u95ee\u9898&#xff0c;\u6216\u8005\u6dfb\u52a0\u76f8\u5173\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002<\/p>\n<p>\u95ee\u98982&#xff1a;\u5982\u4f55\u5904\u7406\u4e13\u4e1a\u672f\u8bed\u548c\u7f29\u5199&#xff1f;<\/p>\n<p>\u7cfb\u7edf\u81ea\u52a8\u8bc6\u522b\u5e38\u89c1\u7684\u4f01\u4e1a\u7279\u5b9a\u672f\u8bed&#xff0c;\u4f46\u5bf9\u4e8e\u975e\u5e38\u4e13\u4e1a\u7684\u7f29\u5199&#xff0c;\u5efa\u8bae&#xff1a;<\/p>\n<ul>\n<li>\u5728\u77e5\u8bc6\u5e93\u4e2d\u5305\u542b\u672f\u8bed\u89e3\u91ca\u6587\u6863<\/li>\n<li>\u4f7f\u7528\u5168\u79f0\u548c\u7f29\u5199\u4e24\u79cd\u8868\u8ff0\u65b9\u5f0f<\/li>\n<li>\u901a\u8fc7\u591a\u6b21\u67e5\u8be2\u8bad\u7ec3\u7cfb\u7edf\u7406\u89e3\u7279\u5b9a\u672f\u8bed<\/li>\n<\/ul>\n<p>\u95ee\u98983&#xff1a;\u641c\u7d22\u901f\u5ea6\u4f1a\u968f\u7740\u6570\u636e\u91cf\u589e\u52a0\u53d8\u6162\u5417&#xff1f;<\/p>\n<p>\u7531\u4e8e\u91c7\u7528\u4e86\u4f18\u5316\u7684\u5411\u91cf\u7d22\u5f15\u548cGPU\u52a0\u901f&#xff0c;\u5373\u4f7f\u77e5\u8bc6\u5e93\u6269\u5c55\u5230\u767e\u4e07\u7ea7\u6587\u6863&#xff0c;\u641c\u7d22\u54cd\u5e94\u65f6\u95f4\u4ecd\u80fd\u4fdd\u6301\u5728\u6beb\u79d2\u7ea7\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8fdb\u884c\u7d22\u5f15\u4f18\u5316&#xff0c;\u786e\u4fdd\u6027\u80fd\u7a33\u5b9a\u3002<\/p>\n<h3>6. \u603b\u7ed3<\/h3>\n<p>GTE-Pro\u8bed\u4e49\u68c0\u7d22\u5f15\u64ce\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6280\u672f&#xff0c;\u5f7b\u5e95\u6539\u53d8\u4e86\u4f01\u4e1a\u77e5\u8bc6\u68c0\u7d22\u7684\u65b9\u5f0f\u3002\u5b83\u4e0d\u518d\u4f9d\u8d56\u6b7b\u677f\u7684\u5173\u952e\u8bcd\u5339\u914d&#xff0c;\u800c\u662f\u771f\u6b63\u7406\u89e3\u7528\u6237\u7684\u67e5\u8be2\u610f\u56fe&#xff0c;\u5373\u4f7f\u8868\u8ff0\u65b9\u5f0f\u4e0e\u6587\u6863\u5185\u5bb9\u4e0d\u5b8c\u5168\u4e00\u81f4&#xff0c;\u4e5f\u80fd\u627e\u5230\u6700\u76f8\u5173\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c\u56de\u987e&#xff1a;<\/p>\n<ul>\n<li>\u8ba9\u641c\u7d22\u66f4\u667a\u80fd&#xff1a;\u7406\u89e3\u540c\u4e49\u8bcd\u3001\u8fd1\u4e49\u8bcd\u548c\u9690\u542b\u903b\u8f91<\/li>\n<li>\u8ba9\u4f7f\u7528\u66f4\u7b80\u5355&#xff1a;\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u95ee&#xff0c;\u65e0\u9700\u8bb0\u5fc6\u4e13\u4e1a\u672f\u8bed<\/li>\n<li>\u8ba9\u54cd\u5e94\u66f4\u5feb\u901f&#xff1a;\u6beb\u79d2\u7ea7\u8fd4\u56de\u7ed3\u679c&#xff0c;\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387<\/li>\n<li>\u8ba9\u6570\u636e\u66f4\u5b89\u5168&#xff1a;\u5b8c\u5168\u672c\u5730\u5316\u90e8\u7f72&#xff0c;\u4fdd\u969c\u4f01\u4e1a\u6570\u636e\u9690\u79c1<\/li>\n<\/ul>\n<p>\u65e0\u8bba\u662f\u8d22\u52a1\u62a5\u9500\u3001\u4eba\u5458\u67e5\u8be2\u8fd8\u662f\u6545\u969c\u6392\u67e5&#xff0c;GTE-Pro\u90fd\u80fd\u63d0\u4f9b\u51c6\u786e\u5feb\u901f\u7684\u7b54\u6848\u3002\u901a\u8fc7\u672c\u6587\u7684\u5b9e\u64cd\u793a\u4f8b\u548c\u6280\u5de7\u5206\u4eab&#xff0c;\u76f8\u4fe1\u4f60\u5df2\u7ecf\u638c\u63e1\u4e86\u5982\u4f55\u5145\u5206\u5229\u7528\u8fd9\u4e2a\u5f3a\u5927\u7684\u8bed\u4e49\u641c\u7d22\u5de5\u5177\u3002<\/p>\n<hr \/>\n<p>\u83b7\u53d6\u66f4\u591aAI\u955c\u50cf<\/p>\n<p>\u60f3\u63a2\u7d22\u66f4\u591aAI\u955c\u50cf\u548c\u5e94\u7528\u573a\u666f&#xff1f;\u8bbf\u95ee CSDN\u661f\u56fe\u955c\u50cf\u5e7f\u573a&#xff0c;\u63d0\u4f9b\u4e30\u5bcc\u7684\u9884\u7f6e\u955c\u50cf&#xff0c;\u8986\u76d6\u5927\u6a21\u578b\u63a8\u7406\u3001\u56fe\u50cf\u751f\u6210\u3001\u89c6\u9891\u751f\u6210\u3001\u6a21\u578b\u5fae\u8c03\u7b49\u591a\u4e2a\u9886\u57df&#xff0c;\u652f\u6301\u4e00\u952e\u90e8\u7f72\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>GTE-Pro\u5b9e\u64cd\u624b\u518c&#xff1a;\u8d22\u52a1\u62a5\u9500\u3001\u670d\u52a1\u5668\u6545\u969c\u3001\u65b0\u4eba\u5165\u804c\u7b49\u771f\u5b9eQuery\u89e3\u6790<br \/>\n1. \u9879\u76ee\u6982\u8ff0<br \/>\nGTE-Pro\u662f\u4e00\u4e2a\u4f01\u4e1a\u7ea7\u8bed\u4e49\u68c0\u7d22\u5f15\u64ce&#xff0c;\u57fa\u4e8e\u963f\u91cc\u8fbe\u6469\u9662\u5f00\u6e90\u7684GTE-Large&#xff08;General Text Embedding&#xff09;\u67b6\u6784\u6784\u5efa\u3002\u8fd9\u4e2a\u7cfb\u7edf\u5f7b\u5e95\u6539\u53d8\u4e86\u4f20\u7edf\u7684\u5173\u952e\u8bcd\u5339\u914d\u641c\u7d22\u65b9\u5f0f&#xff0c;\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5c06\u6587\u672c\u8f6c\u5316\u4e3a1024\u7ef4\u7684\u9ad8\u7ef4\u5411\u91cf&#xff0c;\u8ba9\u673a\u5668\u771f\u6b63\u7406\u89e3\u4eba\u7c7b\u8bed\u8a00\u7684\u6df1\u5c42\u542b\u4e49\u3002<br \/>\n\u4e0e\u4f20\u7edf\u7684Elasticsearc<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[7601,9361,7492],"topic":[],"class_list":["post-83550","post","type-post","status-publish","format-standard","hentry","category-server","tag-gte-pro","tag-9361","tag-7492"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>GTE-Pro\u5b9e\u64cd\u624b\u518c\uff1a\u8d22\u52a1\u62a5\u9500\u3001\u670d\u52a1\u5668\u6545\u969c\u3001\u65b0\u4eba\u5165\u804c\u7b49\u771f\u5b9eQuery\u89e3\u6790 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/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:\/\/www.wsisp.com\/helps\/83550.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GTE-Pro\u5b9e\u64cd\u624b\u518c\uff1a\u8d22\u52a1\u62a5\u9500\u3001\u670d\u52a1\u5668\u6545\u969c\u3001\u65b0\u4eba\u5165\u804c\u7b49\u771f\u5b9eQuery\u89e3\u6790 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" 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