{"id":20607,"date":"2025-08-05T14:27:04","date_gmt":"2025-08-05T06:27:04","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/20607.html"},"modified":"2025-08-05T14:27:04","modified_gmt":"2025-08-05T06:27:04","slug":"evidently-ai","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/tw\/sites\/20607-html","title":{"rendered":"EVIDENTLY AI"},"content":{"rendered":"<p><strong>AI\u5de5\u5177\u6df1\u5ea6\u5831\u544a\uff1aEVIDENTLY AI\u70ba<a href=\"https:\/\/aicats.wiki\/tw\/sites\/19271-html\/\" title=\"BLOOM\">AI\u8a13\u7df4\u6a21\u578b<\/a>\u4fdd\u99d5\u8b77\u822a<\/strong><\/p>\n\n\n\n<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\u5728\u5546\u696d\u548c\u79d1\u6280\u9818\u57df\u7684\u5feb\u901f\u767c\u5c55\uff0c\u5982\u4f55<strong>\u9ad8\u6548\u76e3\u63a7\u3001\u8a55\u4f30\u548c\u6e2c\u8a66AI\u8a13\u7df4\u6a21\u578b\u7684\u54c1\u8cea\u548c\u7a69\u5b9a\u6027<\/strong>\uff0c\u6210\u70ba\u8cc7\u6599\u79d1\u5b78\u5bb6\u548c\u5de5\u7a0b\u5e2b\u95dc\u6ce8\u7684\u6838\u5fc3\u554f\u984c\u3002\u5728\u4e00\u773e\u5de5\u5177\u5e73\u53f0\u4e2d\uff0cEVIDENTLY AI\u4ee5\u5176<strong>\u958b\u6e90\u3001\u5c08\u696d\u548c\u6613\u7528\u7279\u6027<\/strong>\uff0c\u6210\u70ba\u76ee\u524d\u6700\u53d7\u6b61\u8fce\u7684\u6a21\u578b\u76e3\u6e2c\u8207\u6e2c\u8a66\u5e73\u53f0\u4e4b\u4e00\u3002\u672c\u6587\u5c07\u4ee5\u65b0\u805e\u6df1\u5ea6\u5831\u544a\u7684\u5f62\u5f0f\uff0c\u5168\u9762\u89e3\u6790EVIDENTLY AI\u7684\u529f\u80fd\u3001\u50f9\u683c\u3001\u9069\u7528\u4eba\u7fa4\u8207\u5be6\u969b\u4f7f\u7528\u5834\u666f\uff0c\u70ba\u5ee3\u5927\u8b80\u8005\u63ed\u79d8AI\u6a21\u578b\u6cbb\u7406\u7684\u6700\u65b0\u5229\u5668\u3002<\/p>\n\n\n\n<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\u5728\u5546\u696d\u548c\u79d1\u6280\u9818\u57df\u7684\u5feb\u901f\u767c\u5c55\uff0c\u5982\u4f55<strong>\u9ad8\u6548\u76e3\u63a7\u3001\u8a55\u4f30\u548c\u6e2c\u8a66AI\u8a13\u7df4\u6a21\u578b\u7684\u54c1\u8cea\u548c\u7a69\u5b9a\u6027<\/strong>\uff0c\u6210\u70ba\u8cc7\u6599\u79d1\u5b78\u5bb6\u548c\u5de5\u7a0b\u5e2b\u95dc\u6ce8\u7684\u6838\u5fc3\u554f\u984c\u3002\u5728\u4e00\u773e\u5de5\u5177\u5e73\u53f0\u4e2d\uff0cEVIDENTLY AI\uff08<a href=\"https:\/\/www.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u7db2\u7ad9<\/a>\uff09\u6191\u85c9\u5176<strong>\u958b\u6e90\u3001\u5c08\u696d\u548c\u6613\u7528\u7279\u6027<\/strong>\uff0c\u6210\u70ba\u76ee\u524d\u6700\u53d7\u6b61\u8fce\u7684\u6a21\u578b\u76e3\u6e2c\u8207\u6e2c\u8a66\u5e73\u53f0\u4e4b\u4e00\u3002\u672c\u6587\u5c07\u4ee5\u65b0\u805e\u6df1\u5ea6\u5831\u544a\u7684\u5f62\u5f0f\uff0c\u5168\u9762\u89e3\u6790EVIDENTLY AI\u7684\u529f\u80fd\u3001\u50f9\u683c\u3001\u9069\u7528\u4eba\u7fa4\u8207\u5be6\u969b\u4f7f\u7528\u5834\u666f\uff0c\u70ba\u5ee3\u5927\u8b80\u8005\u63ed\u79d8AI\u6a21\u578b\u6cbb\u7406\u7684\u6700\u65b0\u5229\u5668\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ec0\u9ebc\u662fEVIDENTLY AI\uff1f<\/h2>\n\n\n\n<p><strong>EVIDENTLY AI<\/strong> \u662f\u4e00\u6b3e\u958b\u6e90\u7684\u3001\u5c08\u70ba\u6a5f\u5668\u5b78\u7fd2\u548c\u4eba\u5de5\u667a\u6167\u8a13\u7df4\u6a21\u578b\u958b\u767c\u3001\u6e2c\u8a66\u8207\u751f\u7522\u76e3\u63a7\u6253\u9020\u7684Python\u5de5\u5177\u5eab\u3002\u5b83\u4e0d\u50c5\u805a\u7126<strong>\u6578\u64da\u8207\u6a21\u578b\u6f02\u79fb\u76e3\u63a7<\/strong>\uff0c\u9084\u517c\u5177<strong>\u6578\u64da\u54c1\u8cea\u6aa2\u6e2c\u3001\u6a21\u578b\u6027\u80fd\u5206\u6790\u3001\u554f\u984c\u81ea\u52d5\u9810\u8b66\u8207\u8996\u89ba\u5316\u5831\u544a<\/strong>\u7684\u591a\u91cd\u80fd\u529b\uff0c\u662f\u4f01\u696d\u8207\u958b\u767c\u8005\u6301\u7e8c\u4fdd\u969cAI\u6a21\u578b\u670d\u52d9\u53ef\u9760\u6027\u7684\u5f97\u529b\u52a9\u624b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1753586655.png\" alt=\"Evidently AI\u5b98\u7db2\u9996\u9801\u622a\u5716\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/www.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Evidently AI\u5b98\u7db2\u9996\u9801\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cEvidently enables you to track data quality and model performance from notebook explorations to production monitoring.\u201d \u2014\u2014Evidently \u5b98\u7db2\u8cc7\u6599<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">EVIDENTLY AI\u7684\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u591a\u7dad\u5ea6\u6a21\u578b\u54c1\u8cea\u76e3\u63a7<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6578\u64da\u6f02\u79fb\u6aa2\u6e2c<\/strong>\uff1a\u7cbe\u6e96\u6355\u6349\u6a21\u578b\u8f38\u5165\u8cc7\u6599\u5206\u4f48\u8b8a\u5316\uff0c\u53ca\u6642\u9810\u8b66\u8cc7\u6599\u7570\u5e38\u3002<\/li>\n\n\n\n<li><strong>\u76ee\u6a19\u6f02\u79fb\u76e3\u63a7<\/strong>\uff1a\u8ffd\u8e64\u6a21\u578b\u9810\u6e2c\u7d50\u679c\u5206\u4f48\u6ce2\u52d5\uff0c\u767c\u73fe\u504f\u5dee\u8da8\u52e2\u3002<\/li>\n\n\n\n<li><strong>\u8cc7\u6599\u5b8c\u6574\u6027\u6aa2\u67e5<\/strong>\uff1a\u81ea\u52d5\u5075\u6e2c\u7f3a\u5931\u503c\u3001\u7121\u6548\u8f38\u5165\u3001\u7570\u5e38\u96dc\u8a0a\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u6027\u80fd\u8ffd\u8e64<\/strong>\uff1a\u6db5\u84cb\u5206\u985e\u3001\u8ff4\u6b78\u7b49\u5ee3\u6cdb\u4efb\u52d9\uff0c\u7d30\u5206\u81f3\u5404\u6307\u6a19\uff08\u5982\u6e96\u78ba\u7387\u3001\u53ec\u56de\u7387\u3001MSE\u7b49\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u81ea\u52d5\u5316\u5831\u544a\u8207\u8996\u89ba\u5316<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e00\u9375\u751f\u6210<strong>\u4e92\u52d5\u5f0fHTML\u3001JSON\u5831\u8868<\/strong>\uff0c\u4fbf\u65bc\u8de8\u5718\u968a\u5171\u4eab\u6a21\u578b\u72c0\u614b\u3002<\/li>\n\n\n\n<li>\u8c50\u5bcc\u5716\u8868\u3001\u6307\u6a19\u5c0d\u6bd4\u3001\u6b77\u53f2\u8da8\u52e2\u7dda\u8ffd\u8e2a\uff0c\u8b93\u6a21\u578b\u98a8\u96aa\u76f4\u89c0\u53ef\u898b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u6301\u7e8c\u6e2c\u8a66\u8207\u54c1\u8cea\u4fdd\u969c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u4f9b50+\u5167\u5efa\u6e2c\u8a66\u8207\u9810\u8a2d\uff0c\u80fd\u81ea\u52d5\u91dd\u5c0d\u8cc7\u6599\/\u6a21\u578b<strong>\u751f\u6210\u689d\u4ef6\u5316\u6aa2\u6e2c\u5834\u666f<\/strong>\u3002<\/li>\n\n\n\n<li><strong>\u6e2c\u8a66\u9a45\u52d5\uff08Testing-First\uff09\u958b\u767c<\/strong>\uff0c\u53ef\u76f4\u63a5\u5d4c\u5165MLOps\u7ba1\u7dda\uff0c\u7570\u5e38\u81ea\u52d5\u8b66\u5831\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1753586676.png\" alt=\"\u6578\u64da\u6f02\u79fb\u6aa2\u6e2c\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u6578\u64da\u6f02\u79fb\u5075\u6e2c<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u6307\u6a19\u9ad4\u7cfb\u8207\u5ba2\u88fd\u5316\u80fd\u529b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>100\u591a\u9805\u4e3b\u6d41ML\u6307\u6a19\u3002<\/li>\n\n\n\n<li>\u652f\u63f4\u81ea\u8a02\u6e2c\u8a66\u3001\u76e3\u63a7\u9805\u76ee\u53ca\u8b66\u5831\u7b56\u7565\uff0c\u6eff\u8db3\u8907\u96dc\u696d\u52d9\u5834\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. LLM &amp; NLP\u652f\u6301<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u539f\u751f\u5c0d\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u5d4c\u5165\u7b49\u8cc7\u6599\u578b\u5225\u652f\u63f4\u3002<\/li>\n\n\n\n<li>\u53ef\u7528\u65bcRAG\u3001AI\u554f\u7b54\u52a9\u7406\u7b49\u65b0\u4e00\u4ee3AI\u7522\u54c1\u7684\u54c1\u8cea\u8ffd\u8e64\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u5178\u578b\u529f\u80fd\u7d50\u69cb\u8868<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u529f\u80fd\u985e\u5225<\/th><th>\u4e3b\u8981\u4eae\u9ede\u63cf\u8ff0<\/th><th>\u9069\u7528\u8cc7\u6599\u578b<\/th><\/tr><\/thead><tbody><tr><td>\u6578\u64da\u6f02\u79fb\u6aa2\u6e2c<\/td><td>\u6bd4\u8f03\u5169\u6279\u6b21\u8cc7\u6599\u5206\u4f48\uff0c\u81ea\u52d5\u9810\u8b66\u504f\u79fb<\/td><td>Tabular\/NLP\/Embedding<\/td><\/tr><tr><td>\u76ee\u6a19\u6f02\u79fb\u76e3\u63a7<\/td><td>\u8ffd\u8e64\u6a21\u578b\u9810\u6e2c\u5206\u4f48\u96a8\u6642\u9593\u6ce2\u52d5<\/td><td>Tabular\/NLP\/LLM\u7d50\u679c<\/td><\/tr><tr><td>\u6578\u64da\u54c1\u8cea\u6aa2\u6e2c<\/td><td>\u7f3a\u5931\u503c\u3001\u7121\u6548\u503c\u3001\u7570\u5e38\u9ede\u7b49\u81ea\u52d5\u8b58\u5225<\/td><td>\u5168\u90e8<\/td><\/tr><tr><td>\u6a21\u578b\u6027\u80fd\u5831\u544a<\/td><td>\u731c\u4e2d\u7387\u3001Top-K\u3001\u96e2\u7fa4\u7b49\u591a\u7a2e\u6307\u6a19\u8996\u5716<\/td><td>\u5206\u985e\/\u56de\u6b78\/\u63a8\u85a6\/\u6392\u540d<\/td><\/tr><tr><td>\u6301\u7e8c\u6e2c\u8a66<\/td><td>\u652f\u63f450+\u5167\u5efa\u6e2c\u8a66\uff0c\u652f\u63f4\u81ea\u8a02<\/td><td>\u5168\u90e8<\/td><\/tr><tr><td>\u8996\u89ba\u5316\u5100\u9336\u677f<\/td><td>\u4e92\u52d5HTML\/JSON\u7b49\u591a\u683c\u5f0f\u8f38\u51fa<\/td><td>\u5168\u90e8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><a href=\"https:\/\/docs.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u8a73\u7d30\u529f\u80fd\u6b63\u5f0f\u4ecb\u7d39<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-88-1.jpg\" alt=\"\u5b98\u65b9\u4ecb\u7d39\" class=\"wp-image-21358\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/docs.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u4ecb\u7d39<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">EVIDENTLY AI\u7684\u50f9\u683c&amp; \u65b9\u6848<\/h2>\n\n\n\n<p>EVIDENTLY AI\u9075\u5faa<strong>\u958b\u6e90\u793e\u7fa4\u512a\u5148<\/strong>\uff0c\u91dd\u5c0d\u4e0d\u540c\u4f7f\u7528\u8005\u7fa4\u9ad4\uff0c\u63d0\u4f9b\u591a\u7a2e<strong>\u514d\u8cbb\u8207\u4ed8\u8cbb\u65b9\u6848<\/strong>\uff0c\u9748\u6d3b\u8986\u84cb\u7814\u767c\u5230\u5927\u898f\u6a21\u751f\u7522\u5834\u666f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u65b9\u6848\u4e00\u89bd<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u65b9\u6848\u540d\u7a31<\/th><th>\u50f9\u683c<\/th><th>\u4e3b\u8981\u7279\u6027<\/th><th>\u76ee\u6a19\u7528\u6236<\/th><\/tr><\/thead><tbody><tr><td>\u958b\u6e90\u65b9\u6848<\/td><td>\u514d\u8cbb<\/td><td>\u5168\u529f\u80fd\u958b\u653e\uff0c\u793e\u7fa4\u652f\u6301\uff0cGithub\u8ca2\u737b<\/td><td>\u958b\u767c\u8005\/\u5b78\u8005<\/td><\/tr><tr><td>Pro\u8a08\u5283\uff08\u96f2\u7aef\u670d\u52d9\uff09<\/td><td>$80\/\u6708\u8d77<\/td><td>10\u9805\u76ee\/5\u6210\u54e1\uff0c100,000\u884c\u6578\u64da\uff0c\u5feb\u7167\u5132\u5b58100GB\uff0c\u90f5\u4ef6\u652f\u6301<\/td><td>\u5718\u968a\u3001\u4f01\u696d\u5c0f\u7d44<\/td><\/tr><tr><td>\u4f01\u696d\u5c08\u5c6c<\/td><td>\u5b9a\u5236\uff08\u9762\u8b70\uff09<\/td><td>SSO\u3001\u5c08\u5c6c\u90e8\u7f72\u3001\u5ba2\u88fd\u5316\u6307\u6a19\u3001\u4f01\u696d\u6700\u5927\u652f\u6301<\/td><td>\u5927\u578b\u6a5f\u69cb\/\u4f01\u696d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u652f\u6301\u589e\u91cf\u4ed8\u8cbb\uff1a<\/strong>\u53ef\u6309\u9700\u64f4\u5145\u8cc7\u6599\u884c\u6578\u3001\u5feb\u7167\u5bb9\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u5de5\u55ae\u3001\u793e\u5340\u652f\u6301<\/strong>\uff1a\u591a\u8a9e\u8a00\u6587\u6a94\uff0c\u6d3b\u8e8d\u6280\u8853\u5718\u9ad4\u4fdd\u969c\u6280\u8853\u8aee\u8a62\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1753586686.png\" alt=\"Evidently AI\u50f9\u683c\u65b9\u6848\u622a\u5716\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/www.evidentlyai.com\/pricing\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Evidently AI\u50f9\u683c\u65b9\u6848\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528EVIDENTLY AI<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5feb\u901f\u4e0a\u624b\u6307\u5357<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u74b0\u5883\u6e96\u5099<\/strong><br>\u5b89\u88dd\u4f9d\u8cf4\uff1a<code>pip install evidently jupyter jupyter_contrib_nbextensions<\/code><br>\u555f\u52d5Jupyter\u4e26\u5b89\u88ddEvidently\u64f4\u5145\u529f\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u5c0e\u5165\u6578\u64da\u8207\u914d\u7f6e<\/strong><br>\u652f\u63f4Pandas\u3001CSV\u7b49\u4e3b\u6d41\u8cc7\u6599\u683c\u5f0f\u3002<br>\u8a2d\u5b9a\u53c3\u8003\uff08reference\uff09\u548c\u76ee\u524d\uff08current\uff09\u8cc7\u6599\u96c6\u3002<\/li>\n\n\n\n<li><strong>\u7522\u751f\u8207\u5206\u6790\u5831\u544a<\/strong><br>\u547c\u53eb\u5167\u5efapreset\uff08\u5982\u8cc7\u6599\u6f02\u79fb\u3001\u76ee\u6a19\u6f02\u79fb\u3001\u8cc7\u6599\u54c1\u8cea\u3001\u56de\u6b78\/\u5206\u985e\u6548\u80fd\u7b49\uff09\u3002<br>\u4e00\u9375\u7522\u751fHTML\u6216JSON\u5831\u544a\uff0cNotebook\u53ef\u4ea4\u4e92\u5c55\u793a\u3002<\/li>\n\n\n\n<li><strong>\u6574\u5408\u5230MLOps\/CI\/CD\u6d41\u7a0b<\/strong><br>\u53ef\u4f5c\u70ba\u7ba1\u7dda\u7bc0\u9ede\u81ea\u52d5\u89f8\u767c\u98a8\u96aa\u5075\u6e2c\u3001\u8b66\u5831\u3001\u8ff4\u6b78\u6e2c\u8a66\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u7c21\u55ae\u7a0b\u5f0f\u78bc\u7bc4\u4f8b<\/h4>\n\n\n\n<!--wp-compress-html--><!--wp-compress-html no compression-->\n<pre class=\"wp-block-code\"><code>from evidently.report import Report from evidently.metric_preset import DataDriftPreset report = Report(metrics=[ DataDriftPreset(), ]) report.run(reference_data=reference, current_data=current) report\n<\/code><\/pre>\n<!--wp-compress-html no compression--><!--wp-compress-html-->\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-88-2.jpg\" alt=\"\u5b98\u65b9\u4f7f\u7528\u624b\u518a\" class=\"wp-image-21361\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/docs.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u4f7f\u7528\u624b\u518a<\/a><\/figcaption><\/figure>\n\n\n\n<p><a href=\"https:\/\/docs.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u4f7f\u7528\u624b\u518a<\/a><br><a href=\"https:\/\/docs.evidentlyai.com\/presets\/all-presets\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5404\u985e\u6e2c\u8a66\u3001\u9810\u8a2d\u6a21\u677f<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">EVIDENTLY AI\u7684\u9069\u7528\u4eba\u7fa4<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6578\u64da\u79d1\u5b78\u5bb6\uff1a<\/strong> \u7528\u65bc\u6a21\u578b\u958b\u767c\u65e9\u671f\u7684\u6578\u64da\u63a2\u7d22\u3001\u6307\u6a19\u5c0d\u6bd4\u3001\u5be6\u9a57\u8ffd\u8e64\u3002<\/li>\n\n\n\n<li><strong>ML\u5de5\u7a0b\u5e2b\uff1a<\/strong> \u6301\u7e8c\u76e3\u63a7\u751f\u7522\u6a21\u578b\uff0c\u5354\u52a9\u7570\u5e38\u5075\u6e2c\u3001\u81ea\u52d5\u91cd\u8a13\u3001A\/B\u6e2c\u5be6\u9a57\u9a57\u8b49\u3002<\/li>\n\n\n\n<li><strong>AI\u7522\u54c1\u7d93\u7406\uff1a<\/strong> \u7ba1\u7406AI\u7522\u54c1\u751f\u547d\u9031\u671f\uff0c\u638c\u63e1\u696d\u52d9\u6307\u6a19\u96a8\u6642\u9593\/\u8cc7\u6599\u8b8a\u5316\u7684\u8da8\u52e2\u3002<\/li>\n\n\n\n<li><strong>\u4f01\u696dIT\/\u7814\u767c\u5718\u968a\uff1a<\/strong> \u5efa\u69cbAI\u6cbb\u7406\u9ad4\u7cfb\uff0c\u5be6\u73fe\u5408\u898f\u3001\u5b89\u5168\u3001\u53ef\u6eaf\u6e90\u7684AI\u7ba1\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1753586709.png\" alt=\"\u6578\u64da\u79d1\u5b78\u5bb6\u5718\u968a\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\u7247\uff0f\u6578\u64da\u79d1\u5b78\u5bb6\u5718\u968a<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5834\u666f\u7bc4\u4f8b\u8868<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u4eba\u7fa4\/\u89d2\u8272<\/th><th>\u5178\u578b\u61c9\u7528\u5834\u666f<\/th><th>\u4e3b\u8981\u6536\u76ca<\/th><\/tr><\/thead><tbody><tr><td>\u6578\u64da\u79d1\u5b78\u5bb6<\/td><td>\u6a21\u578b\u6548\u679c\/\u8cc7\u6599\u5206\u4f48\u5c0d\u6bd4<\/td><td>\u767c\u73fe\u7570\u5e38\uff0c\u5feb\u901f\u8abf\u512a<\/td><\/tr><tr><td>\u5de5\u7a0b\u5718\u968a<\/td><td>\u751f\u7522\u6a21\u578b\u54c1\u8cea\u6301\u7e8c\u6aa2\u6e2c<\/td><td>\u964d\u4f4e\u4e8b\u6545\u7387\uff0c\u63d0\u5347SLA<\/td><\/tr><tr><td>\u7dad\u904b\u8207\u5408\u898f<\/td><td>\u8a18\u9304\u5831\u544a\u3001\u8a55\u4f30\u5be9\u8a08<\/td><td>\u5408\u898f\u3001\u8ffd\u8cac\u3001\u98a8\u96aa\u7ba1\u63a7<\/td><\/tr><tr><td>\u591a\u5718\u968a\u5354\u4f5c<\/td><td>\u8de8\u90e8\u9580\u5171\u4eab\u5100\u9336\u677f<\/td><td>\u63d0\u5347\u5354\u540c\u6548\u7387\u3001\u7d71\u4e00\u8996\u89d2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1753586727.png\" alt=\"\u958b\u6e90\u793e\u7fa4\u5354\u4f5c\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u958b\u6e90\u793e\u7fa4\u5354\u4f5c<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">EVIDENTLY AI\u70ba\u4f55\u5099\u53d7\u63a8\u5d07\uff1f<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u958b\u6e90\u5c6c\u6027<\/strong>\uff0c\u793e\u5340\u6d3b\u8e8d\uff0c\u6301\u7e8c\u5275\u65b0\u3002<\/li>\n\n\n\n<li>\u652f\u63f4<strong>\u591a\u91cd\u8cc7\u6599\u985e\u578b\u3001\u591a\u6a21\u578b\u985e\u578b<\/strong>\uff0c\u6db5\u84cbTabular\u3001NLP\u3001LLM\u7b49\u5404\u985eAI\u8a13\u7df4\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u52d5\u5316\u6e2c\u8a66\u751f\u6210<\/strong>\uff0c\u986f\u8457\u6e1b\u5c11\u624b\u5de5\u914d\u7f6e\u53ca\u4eba\u70ba\u758f\u6f0f\u3002<\/li>\n\n\n\n<li>\u4f4e\u9580\u6abb\uff0c<strong>\u9069\u5408\u65b0\u624b\u548c\u5c08\u696d\u958b\u767c\u8005<\/strong>\u5171\u540c\u4f7f\u7528\u3002<\/li>\n\n\n\n<li>\u8c50\u5bcc\u7684<a href=\"https:\/\/docs.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u6559\u5b78\u548c\u6587\u6a94<\/a>\uff0c\u914d\u5957\u7bc4\u4f8b\u591a\u6a23\u3002<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">EVIDENTLY AI\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. EVIDENTLY AI\u662f\u5426\u5b8c\u5168\u514d\u8cbb\uff1f<\/h3>\n\n\n\n<p><strong>EVIDENTLY AI\u7684\u6838\u5fc3\u529f\u80fd\u70ba\u958b\u6e90\u514d\u8cbb\uff0c\u9069\u5408\u500b\u4eba\u548c\u79d1\u5b78\u7814\u7a76\u4f7f\u7528\u3002<\/strong><br>\u5c0d\u65bc\u5718\u968a\/\u5546\u696d\u7528\u6236\uff0cPro\u53caEnterprise\u7248\u672c\u63d0\u4f9b\u96f2\u7aef\u670d\u52d9\u8207\u5c08\u696d\u652f\u6301\uff0c\u8a73\u60c5\u8acb\u898b<a href=\"https:\/\/www.evidentlyai.com\/pricing\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u50f9\u683c\u65b9\u6848<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. EVIDENTLY AI\u652f\u63f4\u54ea\u4e9b\u4e3b\u6d41\u6578\u64da\u548c\u6a21\u578b\u985e\u578b\uff1f<\/h3>\n\n\n\n<p>\u5e7e\u4e4e<strong>\u6240\u6709\u4e3b\u6d41AI\/ML\u8cc7\u6599\u683c\u5f0f\u53ca\u6a21\u578b\u985e\u578b<\/strong>\u7686\u53ef\u652f\u6301\uff0c\u5305\u62ec\u8868\u683c\u578b\u3001\u6587\u5b57\u3001\u5d4c\u5165\u5411\u91cf\u5230LLM\uff08\u5927\u6a21\u578b\uff09\u9a45\u52d5\u61c9\u7528\u3002<br><a href=\"https:\/\/docs.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u8a73\u7d30\u9069\u914d\u8cc7\u6599\u985e\u578b\u8aaa\u660e<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-88-3.jpg\" alt=\"\u6574\u5408\u6307\u5357\" class=\"wp-image-21364\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/docs.evidentlyai.com\/methods\/production\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6574\u5408\u6307\u5357<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u5982\u4f55\u8207\u4f01\u696d\u73fe\u6709MLOps\u6216CI\/CD\u9ad4\u7cfb\u6574\u5408\uff1f<\/h3>\n\n\n\n<p>EVIDENTLY AI\u8a2d\u8a08\u521d\u8877\u5373\u70ba<strong>\u6613\u65bc\u96c6\u6210<\/strong>\uff0c\u652f\u63f4\u547d\u4ee4\u5217\u6a21\u5f0f\u3001API\u8abf\u7528\uff0c\u53ef\u7121\u7e2b\u5d4c\u5165\u5982Airflow\u3001Kubeflow\u3001GitHub Actions\u7b49\u4e3b\u6d41CI\/CD\u548cMLOps\u5e73\u53f0\uff0c\u5be6\u73fe\u6a21\u578b\u548c\u8cc7\u6599\u7684\u6301\u7e8c\u76e3\u63a7\u8207\u6e2c\u8a66\u3002<br><a href=\"https:\/\/docs.evidentlyai.com\/methods\/production\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6574\u5408\u6307\u5357<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8a9e<\/h2>\n\n\n\n<p>\u672c\u6587\u6df1\u5165\u5256\u6790\u4e86EVIDENTLY AI\u5728\u4eba\u5de5\u667a\u6167\u8a13\u7df4\u6a21\u578b\u76e3\u63a7\u8207\u6e2c\u8a66\u9818\u57df\u7684\u7368\u7279\u50f9\u503c\u8207\u5be6\u969b\u61c9\u7528\u3002\u7121\u8ad6\u662f\u8cc7\u6599\u79d1\u5b78\u5bb6\uff0c\u6216\u662fML\u5de5\u7a0b\u5e2b\u8207AI\u7522\u54c1\u8ca0\u8cac\u4eba\uff0c\u53ea\u8981\u95dc\u5fc3\u6a21\u578b\u7684\u54c1\u8cea\u8207\u9577\u671f\u53ef\u9760\u904b\u884c\uff0c\u90fd\u503c\u5f97\u6df1\u5165\u4e86\u89e3\u8207\u63a1\u7d0d\u3002 EVIDENTLY AI\u6b63\u4ee5\u5176<strong>\u958b\u6e90\u8207\u5275\u65b0\u7cbe\u795e<\/strong>\uff0c\u6210\u70ba\u696d\u754c\u5ee3\u70ba\u8a8d\u53ef\u7684<strong>AI\u6a21\u578b\u53ef\u89c0\u6e2c\u6027\u8207\u54c1\u8cea\u4fdd\u969c\u9818\u5148\u5e73\u53f0<\/strong>\u3002\u5982\u9700\u9032\u4e00\u6b65\u5b78\u7fd2\u8207\u4f7f\u7528\uff0c\u5efa\u8b70\u8a2a\u554f<a href=\"https:\/\/www.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >EVIDENTLY AI\u5b98\u7db2<\/a>\u53ca\u5176<a href=\"https:\/\/docs.evidentlyai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6280\u8853\u6587\u4ef6\u4e2d\u5fc3<\/a>\uff0c\u958b\u555fAI\u6a21\u578b\u5b88\u8b77\u65b0\u7d00\u5143\uff01<\/p>\n\n\n\n<p><\/p>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,687,812,831,830,809],"favorites":[577],"class_list":{"0":"post-20607","1":"sites","2":"type-sites","3":"status-publish","4":"hentry","5":"sitetag-ai","11":"favorites-ai-models"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/20607","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=20607"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/20607\/revisions"}],"predecessor-version":[{"id":21367,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/20607\/revisions\/21367"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=20607"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=20607"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sitetag?post=20607"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/favorites?post=20607"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}