{"id":253655,"date":"2024-08-08T06:00:00","date_gmt":"2024-08-07T22:00:00","guid":{"rendered":"https:\/\/pingtungtimes.com.tw\/?p=253655"},"modified":"2024-08-08T06:00:00","modified_gmt":"2024-08-07T22:00:00","slug":"weka-%e8%88%87-contextual-ai-%e5%90%88%e4%bd%9c%e5%9c%a8-google-cloud-%e4%b8%8a%e9%a9%85%e5%8b%95%e5%8f%af%e9%9a%a8%e6%99%82%e6%8a%95%e7%94%a2%e7%9a%84%e4%bc%81%e6%a5%ad-ai-%e8%a7%a3%e6%b1%ba%e6%96%b9","status":"publish","type":"post","link":"https:\/\/pingtungtimes.com.tw\/?p=253655","title":{"rendered":"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848"},"content":{"rendered":"<div>\n<table name=\"logo_release\" border=\"0\" cellspacing=\"10\" cellpadding=\"5\" align=\"right\">\n<tbody>\n<tr>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><i>\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u5229\u7528 WEKA \u6578\u64da\u5e73\u53f0\u4f86\u63d0\u4f9b\u66f4\u5b89\u5168\u3001\u6e96\u78ba\u548c\u6709\u6548\u7387\u7684\u4f01\u696d\u7d1a AI \u61c9\u7528<\/i><\/p>\n<p><span class=\"legendSpanClass\">\u7f8e\u570b\u52a0\u5dde\u574e\u8c9d\u723e<\/span><span class=\"legendSpanClass\">2024\u5e748\u67088\u65e5<\/span> \/\u7f8e\u901a\u793e\/ &#8212; AI \u539f\u751f\u6578\u64da\u5e73\u53f0\u516c\u53f8 WekaIO (<a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=618134093&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D1759541746%26u%3Dhttps%253A%252F%252Fwww.weka.io%252F%26a%3DWEKA&amp;a=WEKA\" target=\"_blank\" rel=\"nofollow noopener\">WEKA<\/a>) \u4eca\u5929\u5ba3\u5e03\uff0c\u8207\u900f\u904e\u5efa\u7acb AI \u4ee5\u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u7684 Context AI \u5408\u4f5c\uff0c\u70ba\u5176\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u63d0\u4f9b\u6240\u9700\u7684\u6578\u64da\u57fa\u790e\u8a2d\u65bd\u3002Context AI \u7684 CLM \u4f7f\u7528 Context AI \u958b\u767c\u7684\u4e0b\u4e00\u4ee3\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) \u65b9\u5f0f <a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=1395980746&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D1744349556%26u%3Dhttps%253A%252F%252Fcontextual.ai%252Fintroducing-rag2%252F%26a%3DRAG%2B2.0&amp;a=RAG+2.0\" target=\"_blank\" rel=\"nofollow noopener\">RAG 2.0<\/a> \u9032\u884c\u8a13\u7df4\uff0c\u5176\u76ee\u524d\u7531 WEKA<sup>\u00ae<\/sup>\u00a0\u6578\u64da\u5e73\u53f0\u6240\u652f\u63f4\u3002CLM \u5728 Contextual AI \u7684\u5e73\u53f0\u4e0a\u70ba\u8ca1\u5bcc 500 \u5f37\u4f01\u696d\u9a45\u52d5\u5b89\u5168\u3001\u6e96\u78ba\u548c\u53ef\u4fe1\u8cf4\u7684 AI \u61c9\u7528\u7a0b\u5f0f\u3002<\/p>\n<p>\u00a0<\/p>\n<p><b>\u958b\u767c\u4e0b\u4e00\u4ee3\u4f01\u696d\u7d1a AI \u6a21\u578b<\/b>\u00a0<br \/>Contextual AI \u6210\u7acb\u65bc 2023 \u5e74\uff0c\u4ee5\u5176\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u70ba\u5f8c\u76fe\uff0c\u63d0\u4f9b\u5efa\u7acb\u4f01\u696d\u7d1a AI \u61c9\u7528\u7a0b\u5f0f\u7684\u7d71\u5305\u5e73\u53f0\u3002\u50b3\u7d71\u7684 RAG \u7ba1\u7dda\u5c07\u7528\u65bc\u5d4c\u5165\u7684\u51cd\u7d50\u6a21\u578b\u3001\u7528\u65bc\u6aa2\u7d22\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u548c\u9ed1\u7bb1\u751f\u6210\u6a21\u578b\u62fc\u63a5\u5728\u4e00\u8d77\uff0cRAG 2.0 \u5247\u8207\u5176\u4e0d\u540c\uff0c\u63d0\u4f9b\u55ae\u4e00\u7684\u7aef\u5c0d\u7aef\u6574\u5408\u7cfb\u7d71\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6e96\u78ba\u5ea6\u3001\u6539\u9032\u5408\u898f\u6027\u3001\u6e1b\u5c11\u4eba\u5de5\u5e7b\u89ba\uff0c\u4e26\u53ef\u5c07\u7b54\u6848\u6b78\u56e0\u65bc\u4f86\u6e90\u6587\u4ef6\u3002<\/p>\n<p>\u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u5c0d\u6548\u80fd\u3001\u6578\u64da\u7ba1\u7406\u548c\u904b\u7b97\u80fd\u529b\u7684\u8981\u6c42\u5f88\u9ad8\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u5728\u8a13\u7df4\u548c\u670d\u52d9\u904e\u7a0b\u8017\u8cbb\u5927\u91cf\u6642\u9593\u548c\u8cc7\u6e90\u3002Contextual AI \u5229\u7528\u5927\u578b\u4e14\u591a\u5143\u5316\u7684\u6578\u64da\u96c6\u8a13\u7df4\u5176 CLM\u3002\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u8a72\u516c\u53f8\u6700\u521d\u9047\u5230\u4e86\u6548\u80fd\u74f6\u9838\u548c\u64f4\u5c55\u6311\u6230\uff0c\u5c0e\u81f4 GPU \u5229\u7528\u7387\u6b20\u4f73\uff0c\u5ef6\u8aa4\u4e86\u5176 AI \u6a21\u578b\u958b\u767c\u6642\u9593\u3002<\/p>\n<p><b>\u8a2d\u8a08\u6578\u64da\u7ba1\u7406\u7cfb\u7d71\u4ee5\u76e1\u91cf\u63d0\u9ad8 GPU \u5229\u7528\u7387<br \/><\/b>\u63d0\u9ad8 GPU \u5229\u7528\u7387\u5c0d\u65bc\u78ba\u4fdd AI \u7cfb\u7d71\u548c\u5de5\u4f5c\u8ca0\u8f09\u4ee5\u6700\u9ad8\u6548\u7387\u904b\u884c\u81f3\u95dc\u91cd\u8981\u3002WEKA \u8cc7\u6599\u5e73\u53f0\u7684\u5148\u9032 AI \u539f\u751f\u67b6\u69cb\u662f\u5c08\u9580\u70ba\u52a0\u901f AI \u7ba1\u9053\u7684\u6bcf\u4e00\u500b\u6b65\u9a5f\u800c\u8a2d\u8a08\u7684\uff0c\u53ef\u5efa\u7acb\u7121\u969c\u7919\u7684\u6578\u64da\u7ba1\u9053\uff0c\u8b93 GPU \u7684\u6578\u64da\u9054\u5230\u98fd\u548c\uff0c\u5f9e\u800c\u78ba\u4fdd\u80fd\u66f4\u6709\u6548\u7387\u5730\u904b\u4f5c\uff0c\u8b93 AI \u5de5\u4f5c\u8ca0\u8f09\u4ee5\u66f4\u5feb\u548c\u66f4\u53ef\u6301\u7e8c\u7684\u65b9\u5f0f\u904b\u4f5c\u3002WEKA \u7684\u8edf\u4ef6\u89e3\u6c7a\u65b9\u6848\u8207\u96f2\u7aef\u548c\u786c\u4ef6\u7121\u95dc\uff0c\u53ef\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9\uff0c\u5176\u96f6\u8907\u88fd\u3001\u96f6\u8abf\u6574\u7684\u67b6\u69cb\u53ef\u52d5\u614b\u652f\u63f4\u5404\u7a2e AI \u5de5\u4f5c\u8ca0\u8f09\u8a2d\u5b9a\u6a94\uff0c\u5728\u55ae\u4e00\u6578\u64da\u5e73\u53f0\u4e2d\u8655\u7406\u6a21\u578b\u8a13\u7df4\u671f\u9593\u8de8\u8d8a\u6578\u767e\u842c\u500b\u5c0f\u6a94\u6848\u7684\u5143\u6578\u64da\u64cd\u4f5c\uff0c\u4ee5\u53ca\u5728\u6a21\u578b\u6aa2\u67e5\u9ede\u4f5c\u696d\u671f\u9593\u7684\u5927\u91cf\u5beb\u5165\u6548\u80fd\u3002<\/p>\n<p>Contextual AI \u5728 Google Cloud \u4e0a\u90e8\u7f72 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u4ee5\u5efa\u7acb\u9ad8\u6548\u80fd\u7684\u6578\u64da\u57fa\u790e\u67b6\u69cb\u5c64\uff0c\u53ef\u7ba1\u7406\u5176\u6240\u6709\u7528\u65bc AI \u6a21\u578b\u8a13\u7df4\u7684\u6578\u64da\u96c6\uff08\u7e3d\u8a08 100TB\uff09\u3002WEKA \u5e73\u53f0\u5728\u6578\u64da\u6548\u80fd\u4e0a\u6709\u986f\u8457\u7684\u8e8d\u9032\uff0c\u76f4\u63a5\u63d0\u5347\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\uff0c\u4e26\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u6642\u9593\u3002<\/p>\n<p>\u9664\u4e86\u63d0\u4f9b\u5f9e\u5132\u5b58\u5230\u52a0\u901f\u5668\u7684\u5feb\u901f\u6578\u64da\u79fb\u52d5\u5916\uff0cWEKA \u5e73\u53f0\u4ea6\u70ba Contextual AI \u63d0\u4f9b\u4e86\u7121\u7e2b\u7684\u5143\u6578\u64da\u8655\u7406\u3001\u6aa2\u67e5\u9ede\u548c\u6578\u64da\u9810\u8655\u7406\u529f\u80fd\uff0c\u5f9e\u800c\u6d88\u9664\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u6548\u80fd\u74f6\u9838\uff0c\u63d0\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u5e6b\u52a9\u964d\u4f4e\u5176\u96f2\u7aef\u6210\u672c\u3002<\/p>\n<p>Contextual AI \u6280\u8853\u7e3d\u76e3\u517c\u806f\u5408\u5275\u8fa6\u4eba <span class=\"xn-person\">Amanpreet Singh<\/span> \u8868\u793a\uff1a\u300c\u5728\u96f2\u7aef\u8a13\u7df4\u5927\u898f\u6a21 AI \u6a21\u578b\u9700\u8981\u4e00\u500b\u73fe\u4ee3\u5316\u7684\u6578\u64da\u7ba1\u7406\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u63d0\u4f9b\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u52a0\u5feb\u6a21\u578b\u958b\u767c\u6240\u82b1\u8cbb\u7684\u5be6\u969b\u6642\u9593\u3002\u6709\u4e86 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u6211\u5011\u73fe\u5728\u64c1\u6709\u5f37\u5927\u7684\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u4ee5\u70ba\u4e0b\u4e00\u4ee3 GPU \u63d0\u4f9b\u52d5\u529b\uff0c\u4e26\u5927\u898f\u6a21\u5efa\u7acb\u6700\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002\u5b83\u5c31\u50cf\u9b54\u8853\u4e00\u6a23\uff0c\u53ef\u4ee5\u5c07\u5feb\u901f\u548c\u77ed\u66ab\u7684\u5132\u5b58\u8f49\u5316\u70ba\u6301\u4e45\u800c\u5be6\u60e0\u7684\u6578\u64da\u3002\u300d<br \/><b><br \/>WEKA \u6578\u64da\u5e73\u53f0\u6240\u5e36\u4f86\u7684\u4e3b\u8981\u6210\u679c\uff1a <\/b><\/p>\n<ul type=\"disc\">\n<li><b>3 \u500d\u6548\u80fd\u6539\u9032\uff1a<\/b>\u7531\u65bc GPU \u4f7f\u7528\u7387\u986f\u8457\u63d0\u9ad8\uff0c\u5728\u95dc\u9375 AI \u4f7f\u7528\u6848\u4f8b\u7684\u6548\u80fd\u63d0\u9ad8\u4e86\u4e09\u500d\u3002<\/li>\n<li><b>AI \u6a21\u578b\u6aa2\u67e5\u9ede\u901f\u5ea6\u5feb 4 \u500d\uff1a<\/b><span>\u6d88\u9664\u6a21\u578b\u6aa2\u67e5\u9ede\u5b8c\u6210\u7684\u5ef6\u9072\uff0c\u4f7f\u6aa2\u67e5\u9ede\u6d41\u7a0b\u52a0\u5feb 4 \u500d\uff0c\u5927\u5e45\u63d0\u9ad8\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\u3002<\/span><\/li>\n<li><b>\u964d\u4f4e 38% \u6210\u672c\uff1a<\/b><span>\u00a0\u6bcf TB \u76f8\u95dc\u96f2\u7aef\u5132\u5b58\u6210\u672c\u964d\u4f4e 38%\u3002<\/span><\/li>\n<\/ul>\n<p>WEKA \u7e3d\u88c1 <span class=\"xn-person\">Jonathan Martin<\/span> \u8868\u793a\uff1a\u300c\u751f\u6210\u5f0f AI \u5e7e\u4e4e\u5177\u6709\u7121\u9650\u7684\u6f5b\u529b\uff0c\u53ef\u4ee5\u70ba\u4f01\u696d\u767c\u63ee\u6d1e\u5bdf\u548c\u5275\u9020\u65b0\u50f9\u503c\uff0c\u4f46\u8a31\u591a\u4f01\u696d\u4ecd\u7136\u9762\u81e8\u6311\u6230\uff0c\u4e0d\u77e5\u5f9e\u4f55\u5165\u624b\uff0c\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u63a8\u9032\u4ed6\u5011\u7684 AI \u9805\u76ee\u3002Contextual AI \u900f\u904e\u5275\u5efa\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u4f01\u696d\u66f4\u5feb\u5730\u5229\u7528 AI \u7684\u6f5b\u529b\uff0c\u70ba\u4f01\u696d AI \u7684\u672a\u4f86\u9032\u884c\u5275\u65b0\u3002WEKA \u5f88\u69ae\u5e78\u80fd\u5920\u5e6b\u52a9 Contextual AI \u514b\u670d\u95dc\u9375\u6578\u64da\u7ba1\u7406\u6311\u6230\uff0c\u5f9e\u800c\u52a0\u901f\u8a13\u7df4\u53ef\u9760\u548c\u503c\u5f97\u4fe1\u8cf4\u7684 AI \u6a21\u578b\uff0c\u63a8\u52d5 AI \u9769\u547d\u3002\u300d<\/p>\n<p>\u82e5\u8981\u9032\u4e00\u6b65\u4e86\u89e3 Contextual AI \u5982\u4f55\u8207 WEKA \u5408\u4f5c\u4ee5\u63a8\u52d5\u5176\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\uff0c\u8acb\u9020\u8a2a\uff1a<a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=3199522841&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D1275191889%26u%3Dhttps%253A%252F%252Fwww.weka.io%252Fcustomers%252Fcontextual-ai%252F%26a%3Dhttps%253A%252F%252Fwww.weka.io%252Fcustomers%252Fcontextual-ai%252F&amp;a=https%3A%2F%2Fwww.weka.io%2Fcustomers%2Fcontextual-ai%2F\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/www.weka.io\/customers\/contextual-ai\/<\/a>\u3002<\/p>\n<p><b>\u95dc\u65bc Contextual AI <br \/><\/b>Contextual AI \u7684\u4f7f\u547d\u662f\u900f\u904e AI \u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u3002\u8a72\u516c\u53f8\u53d7\u5230\u8ca1\u5bcc 500 \u5f37\u516c\u53f8\u7684\u4fe1\u8cf4\uff0c\u5176\u53ef\u5c07\u8907\u96dc\u7684\u4efb\u52d9\u81ea\u52d5\u5316\uff0c\u8b93\u77e5\u8b58\u5de5\u4f5c\u8005\u53ef\u4ee5\u5c08\u6ce8\u65bc\u9ad8\u589e\u503c\u6d3b\u52d5\u3002\u806f\u5408\u5275\u8fa6\u4eba\u517c\u884c\u653f\u7e3d\u88c1 <span class=\"xn-person\">Douwe Kiela<\/span> \u662f\u539f\u6709\u696d\u754c\u6a19\u6e96 RAG \u6280\u8853\u7684\u5148\u9a45\uff0c\u4e26\u8207\u806f\u5408\u5275\u8fa6\u4eba\u517c\u6280\u8853\u7e3d\u76e3 <span class=\"xn-person\">Amanpreet Singh<\/span> \u4e00\u540c\u9818\u5c0e\u6211\u5011\u7684\u9802\u5c16\u5c08\u5bb6\u5718\u968a\u3002\u8a72\u5718\u968a\u63a1\u7528\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u548c\u7aef\u5c0d\u7aef\u6a5f\u5668\u5b78\u7fd2\uff0c\u70ba\u4f01\u696d\u63a8\u9032\u53ef\u5b9a\u5236\u7684\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\uff0c\u9069\u7528\u65bc\u9280\u884c\u3001\u534a\u5c0e\u9ad4\u3001\u5a92\u9ad4\u7b49\u591a\u500b\u7528\u4f8b\u548c\u9818\u57df\u3002Context AI \u7e3d\u90e8\u4f4d\u65bc\u7f8e\u570b\u52a0\u5dde\u5c71\u666f\u57ce\uff0c\u5728\u7d10\u7d04\u548c\u502b\u6566\u5747\u8a2d\u6709\u8fa6\u4e8b\u8655\uff0c\u64c1\u6709\u8d85\u904e 30 \u540d\u54e1\u5de5\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd <a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=2550968489&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D2940385166%26u%3Dhttps%253A%252F%252Fcontextual.ai%252F%26a%3Dhttps%253A%252F%252Fcontextual.ai&amp;a=https%3A%2F%2Fcontextual.ai\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/contextual.ai<\/a>\u3002<\/p>\n<p><b>\u95dc\u65bc WEKA\u00a0<\/b>\u00a0<br \/>WEKA \u6b63\u5728\u70ba AI \u6642\u4ee3\u7684\u4f01\u696d\u6578\u64da\u5806\u758a\u69cb\u5efa\u4e00\u7a2e\u65b0\u65b9\u6cd5\u3002WEKA<sup>\u00ae<\/sup>\u00a0\u6578\u64da\u5e73\u53f0\u63a1\u7528\u96f2\u7aef\u539f\u751f\u53ca AI \u539f\u751f\u67b6\u69cb\uff0c\u6a39\u7acb AI \u57fa\u790e\u8a2d\u65bd\u7684\u6a19\u7aff\u3002\u8a72\u5e73\u53f0\u53ef\u9748\u6d3b\u90e8\u7f72\u65bc\u4efb\u4f55\u5730\u65b9\uff0c\u652f\u63f4\u672c\u5730\u3001\u96f2\u7aef\u548c\u908a\u7de3\u904b\u7b97\u74b0\u5883\u4e4b\u9593\u7684\u7121\u7e2b\u6578\u64da\u8f49\u79fb\u3002\u8a72\u5e73\u53f0\u5c07\u50b3\u7d71\u6578\u64da\u5b64\u5cf6\u8f49\u5316\u70ba\u52d5\u614b\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u52a0\u901f GPU \u904b\u7b97\u3001AI \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6\u9ad8\u6027\u80fd\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f7f\u4e4b\u80fd\u66f4\u9ad8\u6548\u5730\u904b\u4f5c\u3001\u6e1b\u5c11\u80fd\u8017\uff0c\u4e26\u964d\u4f4e\u76f8\u95dc\u7684\u78b3\u6392\u653e\u3002WEKA \u5e6b\u52a9\u5168\u7403\u6700\u5177\u5275\u65b0\u7cbe\u795e\u7684\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u89e3\u6c7a\u8907\u96dc\u7684\u6578\u64da\u6311\u6230\uff0c\u66f4\u5feb\u901f\u3001\u66f4\u53ef\u6301\u7e8c\u5730\u63a2\u7d22\u65b0\u767c\u73fe\u3001\u898b\u89e3\u548c\u6210\u679c\uff0c\u5176\u5ba2\u6236\u66f4\u662f\u5305\u62ec\u8ca1\u5bcc 50 \u5f37\u4e2d\u7684 12 \u9593\u4f01\u696d\u3002\u8acb\u700f\u89bd <a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=2839663975&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D3473410645%26u%3Dhttp%253A%252F%252Fwww.weka.io%252F%26a%3Dwww.weka.io&amp;a=www.weka.io\" target=\"_blank\" rel=\"nofollow noopener\">www.weka.io<\/a> \u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u6216\u5728 <a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=2659644423&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D2621247523%26u%3Dhttps%253A%252F%252Fwww.linkedin.com%252Fcompany%252Fweka-io%252F%26a%3DLinkedIn&amp;a=LinkedIn\" target=\"_blank\" rel=\"nofollow noopener\">LinkedIn<\/a>\u3001<a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=3073877149&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D3251848709%26u%3Dhttps%253A%252F%252Ftwitter.com%252FWekaIO%26a%3DX&amp;a=X\" target=\"_blank\" rel=\"nofollow noopener\">X<\/a> \u548c <a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=3926763039&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D500170940%26u%3Dhttps%253A%252F%252Fwww.facebook.com%252FWEKADataPlatform%26a%3DFacebook&amp;a=Facebook\" target=\"_blank\" rel=\"nofollow noopener\">Facebook<\/a> \u4e0a\u95dc\u6ce8 WEKA\u3002<\/p>\n<p>\u4e86\u89e3\u70ba\u4f55 WEKA \u5728 Gartner<sup>\u00ae<\/sup>\u00a0\u5206\u6563\u5f0f\u6a94\u6848\u7cfb\u7d71\u548c\u7269\u4ef6\u5f0f\u5132\u5b58 Magic Quadrant\u2122\uff08\u9b54\u529b\u8c61\u9650\uff09\u4e2d\u9023\u7e8c\u4e09\u6b21\u7372\u8a55\u70ba\u300c\u9060\u898b\u8005\u300d\uff08Visionary\uff09\u2014\u2014<a href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=zh-hant&amp;o=4224889-1&amp;h=2363055724&amp;u=https%3A%2F%2Fc212.net%2Fc%2Flink%2F%3Ft%3D0%26l%3Den%26o%3D4224889-1%26h%3D1125649200%26u%3Dhttps%253A%252F%252Fwww.weka.io%252Flp%252Fgartner-magic-quadrant-2023-visionary%252F%26a%3Dget%2Bthe%2Breport&amp;a=%E7%8D%B2%E5%8F%96%E5%A0%B1%E5%91%8A\" target=\"_blank\" rel=\"nofollow noopener\">\u7372\u53d6\u5831\u544a<\/a>\u3002<\/p>\n<p><i>WEKA \u53ca WEKA \u6a19\u8a8c\u4e43 WekaIO, Inc. \u7684\u8a3b\u518a\u5546\u6a19\u3002\u6b64\u8655\u4f7f\u7528\u7684\u5176\u4ed6\u5546\u696d\u540d\u7a31\u53ef\u80fd\u70ba\u5176\u4ed6\u5546\u6a19\u64c1\u6709\u8005\u5206\u5225\u64c1\u6709\u3002<\/i><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u5229&#8230;<\/p>\n","protected":false},"author":16,"featured_media":253656,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[40567],"tags":[],"class_list":["post-253655","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-40567"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848 - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831<\/title>\n<meta name=\"description\" content=\"\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u5229\u7528 WEKA \u6578\u64da\u5e73\u53f0\u4f86\u63d0\u4f9b\u66f4\u5b89\u5168\u3001\u6e96\u78ba\u548c\u6709\u6548\u7387\u7684\u4f01\u696d\u7d1a AI \u61c9\u7528 \u7f8e\u570b\u52a0\u5dde\u574e\u8c9d\u723e2024\u5e748\u67088\u65e5 \/\u7f8e\u901a\u793e\/ -- AI \u539f\u751f\u6578\u64da\u5e73\u53f0\u516c\u53f8 WekaIO (WEKA) \u4eca\u5929\u5ba3\u5e03\uff0c\u8207\u900f\u904e\u5efa\u7acb AI \u4ee5\u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u7684 Context AI \u5408\u4f5c\uff0c\u70ba\u5176\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u63d0\u4f9b\u6240\u9700\u7684\u6578\u64da\u57fa\u790e\u8a2d\u65bd\u3002Context AI \u7684 CLM \u4f7f\u7528 Context AI \u958b\u767c\u7684\u4e0b\u4e00\u4ee3\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) \u65b9\u5f0f RAG 2.0 \u9032\u884c\u8a13\u7df4\uff0c\u5176\u76ee\u524d\u7531 WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u6240\u652f\u63f4\u3002CLM \u5728 Contextual AI \u7684\u5e73\u53f0\u4e0a\u70ba\u8ca1\u5bcc 500 \u5f37\u4f01\u696d\u9a45\u52d5\u5b89\u5168\u3001\u6e96\u78ba\u548c\u53ef\u4fe1\u8cf4\u7684 AI \u61c9\u7528\u7a0b\u5f0f\u3002 \u00a0 \u958b\u767c\u4e0b\u4e00\u4ee3\u4f01\u696d\u7d1a AI \u6a21\u578b\u00a0Contextual AI \u6210\u7acb\u65bc 2023 \u5e74\uff0c\u4ee5\u5176\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u70ba\u5f8c\u76fe\uff0c\u63d0\u4f9b\u5efa\u7acb\u4f01\u696d\u7d1a AI \u61c9\u7528\u7a0b\u5f0f\u7684\u7d71\u5305\u5e73\u53f0\u3002\u50b3\u7d71\u7684 RAG \u7ba1\u7dda\u5c07\u7528\u65bc\u5d4c\u5165\u7684\u51cd\u7d50\u6a21\u578b\u3001\u7528\u65bc\u6aa2\u7d22\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u548c\u9ed1\u7bb1\u751f\u6210\u6a21\u578b\u62fc\u63a5\u5728\u4e00\u8d77\uff0cRAG 2.0 \u5247\u8207\u5176\u4e0d\u540c\uff0c\u63d0\u4f9b\u55ae\u4e00\u7684\u7aef\u5c0d\u7aef\u6574\u5408\u7cfb\u7d71\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6e96\u78ba\u5ea6\u3001\u6539\u9032\u5408\u898f\u6027\u3001\u6e1b\u5c11\u4eba\u5de5\u5e7b\u89ba\uff0c\u4e26\u53ef\u5c07\u7b54\u6848\u6b78\u56e0\u65bc\u4f86\u6e90\u6587\u4ef6\u3002 \u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u5c0d\u6548\u80fd\u3001\u6578\u64da\u7ba1\u7406\u548c\u904b\u7b97\u80fd\u529b\u7684\u8981\u6c42\u5f88\u9ad8\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u5728\u8a13\u7df4\u548c\u670d\u52d9\u904e\u7a0b\u8017\u8cbb\u5927\u91cf\u6642\u9593\u548c\u8cc7\u6e90\u3002Contextual AI \u5229\u7528\u5927\u578b\u4e14\u591a\u5143\u5316\u7684\u6578\u64da\u96c6\u8a13\u7df4\u5176 CLM\u3002\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u8a72\u516c\u53f8\u6700\u521d\u9047\u5230\u4e86\u6548\u80fd\u74f6\u9838\u548c\u64f4\u5c55\u6311\u6230\uff0c\u5c0e\u81f4 GPU \u5229\u7528\u7387\u6b20\u4f73\uff0c\u5ef6\u8aa4\u4e86\u5176 AI \u6a21\u578b\u958b\u767c\u6642\u9593\u3002 \u8a2d\u8a08\u6578\u64da\u7ba1\u7406\u7cfb\u7d71\u4ee5\u76e1\u91cf\u63d0\u9ad8 GPU \u5229\u7528\u7387\u63d0\u9ad8 GPU \u5229\u7528\u7387\u5c0d\u65bc\u78ba\u4fdd AI \u7cfb\u7d71\u548c\u5de5\u4f5c\u8ca0\u8f09\u4ee5\u6700\u9ad8\u6548\u7387\u904b\u884c\u81f3\u95dc\u91cd\u8981\u3002WEKA \u8cc7\u6599\u5e73\u53f0\u7684\u5148\u9032 AI \u539f\u751f\u67b6\u69cb\u662f\u5c08\u9580\u70ba\u52a0\u901f AI \u7ba1\u9053\u7684\u6bcf\u4e00\u500b\u6b65\u9a5f\u800c\u8a2d\u8a08\u7684\uff0c\u53ef\u5efa\u7acb\u7121\u969c\u7919\u7684\u6578\u64da\u7ba1\u9053\uff0c\u8b93 GPU \u7684\u6578\u64da\u9054\u5230\u98fd\u548c\uff0c\u5f9e\u800c\u78ba\u4fdd\u80fd\u66f4\u6709\u6548\u7387\u5730\u904b\u4f5c\uff0c\u8b93 AI \u5de5\u4f5c\u8ca0\u8f09\u4ee5\u66f4\u5feb\u548c\u66f4\u53ef\u6301\u7e8c\u7684\u65b9\u5f0f\u904b\u4f5c\u3002WEKA \u7684\u8edf\u4ef6\u89e3\u6c7a\u65b9\u6848\u8207\u96f2\u7aef\u548c\u786c\u4ef6\u7121\u95dc\uff0c\u53ef\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9\uff0c\u5176\u96f6\u8907\u88fd\u3001\u96f6\u8abf\u6574\u7684\u67b6\u69cb\u53ef\u52d5\u614b\u652f\u63f4\u5404\u7a2e AI \u5de5\u4f5c\u8ca0\u8f09\u8a2d\u5b9a\u6a94\uff0c\u5728\u55ae\u4e00\u6578\u64da\u5e73\u53f0\u4e2d\u8655\u7406\u6a21\u578b\u8a13\u7df4\u671f\u9593\u8de8\u8d8a\u6578\u767e\u842c\u500b\u5c0f\u6a94\u6848\u7684\u5143\u6578\u64da\u64cd\u4f5c\uff0c\u4ee5\u53ca\u5728\u6a21\u578b\u6aa2\u67e5\u9ede\u4f5c\u696d\u671f\u9593\u7684\u5927\u91cf\u5beb\u5165\u6548\u80fd\u3002 Contextual AI \u5728 Google Cloud \u4e0a\u90e8\u7f72 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u4ee5\u5efa\u7acb\u9ad8\u6548\u80fd\u7684\u6578\u64da\u57fa\u790e\u67b6\u69cb\u5c64\uff0c\u53ef\u7ba1\u7406\u5176\u6240\u6709\u7528\u65bc AI \u6a21\u578b\u8a13\u7df4\u7684\u6578\u64da\u96c6\uff08\u7e3d\u8a08 100TB\uff09\u3002WEKA \u5e73\u53f0\u5728\u6578\u64da\u6548\u80fd\u4e0a\u6709\u986f\u8457\u7684\u8e8d\u9032\uff0c\u76f4\u63a5\u63d0\u5347\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\uff0c\u4e26\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u6642\u9593\u3002 \u9664\u4e86\u63d0\u4f9b\u5f9e\u5132\u5b58\u5230\u52a0\u901f\u5668\u7684\u5feb\u901f\u6578\u64da\u79fb\u52d5\u5916\uff0cWEKA \u5e73\u53f0\u4ea6\u70ba Contextual AI \u63d0\u4f9b\u4e86\u7121\u7e2b\u7684\u5143\u6578\u64da\u8655\u7406\u3001\u6aa2\u67e5\u9ede\u548c\u6578\u64da\u9810\u8655\u7406\u529f\u80fd\uff0c\u5f9e\u800c\u6d88\u9664\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u6548\u80fd\u74f6\u9838\uff0c\u63d0\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u5e6b\u52a9\u964d\u4f4e\u5176\u96f2\u7aef\u6210\u672c\u3002 Contextual AI \u6280\u8853\u7e3d\u76e3\u517c\u806f\u5408\u5275\u8fa6\u4eba Amanpreet Singh \u8868\u793a\uff1a\u300c\u5728\u96f2\u7aef\u8a13\u7df4\u5927\u898f\u6a21 AI \u6a21\u578b\u9700\u8981\u4e00\u500b\u73fe\u4ee3\u5316\u7684\u6578\u64da\u7ba1\u7406\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u63d0\u4f9b\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u52a0\u5feb\u6a21\u578b\u958b\u767c\u6240\u82b1\u8cbb\u7684\u5be6\u969b\u6642\u9593\u3002\u6709\u4e86 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u6211\u5011\u73fe\u5728\u64c1\u6709\u5f37\u5927\u7684\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u4ee5\u70ba\u4e0b\u4e00\u4ee3 GPU \u63d0\u4f9b\u52d5\u529b\uff0c\u4e26\u5927\u898f\u6a21\u5efa\u7acb\u6700\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002\u5b83\u5c31\u50cf\u9b54\u8853\u4e00\u6a23\uff0c\u53ef\u4ee5\u5c07\u5feb\u901f\u548c\u77ed\u66ab\u7684\u5132\u5b58\u8f49\u5316\u70ba\u6301\u4e45\u800c\u5be6\u60e0\u7684\u6578\u64da\u3002\u300dWEKA \u6578\u64da\u5e73\u53f0\u6240\u5e36\u4f86\u7684\u4e3b\u8981\u6210\u679c\uff1a   3 \u500d\u6548\u80fd\u6539\u9032\uff1a\u7531\u65bc GPU \u4f7f\u7528\u7387\u986f\u8457\u63d0\u9ad8\uff0c\u5728\u95dc\u9375 AI \u4f7f\u7528\u6848\u4f8b\u7684\u6548\u80fd\u63d0\u9ad8\u4e86\u4e09\u500d\u3002  AI \u6a21\u578b\u6aa2\u67e5\u9ede\u901f\u5ea6\u5feb 4 \u500d\uff1a\u6d88\u9664\u6a21\u578b\u6aa2\u67e5\u9ede\u5b8c\u6210\u7684\u5ef6\u9072\uff0c\u4f7f\u6aa2\u67e5\u9ede\u6d41\u7a0b\u52a0\u5feb 4 \u500d\uff0c\u5927\u5e45\u63d0\u9ad8\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\u3002  \u964d\u4f4e 38% \u6210\u672c\uff1a\u00a0\u6bcf TB \u76f8\u95dc\u96f2\u7aef\u5132\u5b58\u6210\u672c\u964d\u4f4e 38%\u3002  WEKA \u7e3d\u88c1 Jonathan Martin \u8868\u793a\uff1a\u300c\u751f\u6210\u5f0f AI \u5e7e\u4e4e\u5177\u6709\u7121\u9650\u7684\u6f5b\u529b\uff0c\u53ef\u4ee5\u70ba\u4f01\u696d\u767c\u63ee\u6d1e\u5bdf\u548c\u5275\u9020\u65b0\u50f9\u503c\uff0c\u4f46\u8a31\u591a\u4f01\u696d\u4ecd\u7136\u9762\u81e8\u6311\u6230\uff0c\u4e0d\u77e5\u5f9e\u4f55\u5165\u624b\uff0c\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u63a8\u9032\u4ed6\u5011\u7684 AI \u9805\u76ee\u3002Contextual AI \u900f\u904e\u5275\u5efa\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u4f01\u696d\u66f4\u5feb\u5730\u5229\u7528 AI \u7684\u6f5b\u529b\uff0c\u70ba\u4f01\u696d AI \u7684\u672a\u4f86\u9032\u884c\u5275\u65b0\u3002WEKA \u5f88\u69ae\u5e78\u80fd\u5920\u5e6b\u52a9 Contextual AI \u514b\u670d\u95dc\u9375\u6578\u64da\u7ba1\u7406\u6311\u6230\uff0c\u5f9e\u800c\u52a0\u901f\u8a13\u7df4\u53ef\u9760\u548c\u503c\u5f97\u4fe1\u8cf4\u7684 AI \u6a21\u578b\uff0c\u63a8\u52d5 AI \u9769\u547d\u3002\u300d \u82e5\u8981\u9032\u4e00\u6b65\u4e86\u89e3 Contextual AI \u5982\u4f55\u8207 WEKA \u5408\u4f5c\u4ee5\u63a8\u52d5\u5176\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\uff0c\u8acb\u9020\u8a2a\uff1ahttps:\/\/www.weka.io\/customers\/contextual-ai\/\u3002 \u95dc\u65bc Contextual AI Contextual AI \u7684\u4f7f\u547d\u662f\u900f\u904e AI \u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u3002\u8a72\u516c\u53f8\u53d7\u5230\u8ca1\u5bcc 500 \u5f37\u516c\u53f8\u7684\u4fe1\u8cf4\uff0c\u5176\u53ef\u5c07\u8907\u96dc\u7684\u4efb\u52d9\u81ea\u52d5\u5316\uff0c\u8b93\u77e5\u8b58\u5de5\u4f5c\u8005\u53ef\u4ee5\u5c08\u6ce8\u65bc\u9ad8\u589e\u503c\u6d3b\u52d5\u3002\u806f\u5408\u5275\u8fa6\u4eba\u517c\u884c\u653f\u7e3d\u88c1 Douwe Kiela \u662f\u539f\u6709\u696d\u754c\u6a19\u6e96 RAG \u6280\u8853\u7684\u5148\u9a45\uff0c\u4e26\u8207\u806f\u5408\u5275\u8fa6\u4eba\u517c\u6280\u8853\u7e3d\u76e3 Amanpreet Singh \u4e00\u540c\u9818\u5c0e\u6211\u5011\u7684\u9802\u5c16\u5c08\u5bb6\u5718\u968a\u3002\u8a72\u5718\u968a\u63a1\u7528\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u548c\u7aef\u5c0d\u7aef\u6a5f\u5668\u5b78\u7fd2\uff0c\u70ba\u4f01\u696d\u63a8\u9032\u53ef\u5b9a\u5236\u7684\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\uff0c\u9069\u7528\u65bc\u9280\u884c\u3001\u534a\u5c0e\u9ad4\u3001\u5a92\u9ad4\u7b49\u591a\u500b\u7528\u4f8b\u548c\u9818\u57df\u3002Context AI \u7e3d\u90e8\u4f4d\u65bc\u7f8e\u570b\u52a0\u5dde\u5c71\u666f\u57ce\uff0c\u5728\u7d10\u7d04\u548c\u502b\u6566\u5747\u8a2d\u6709\u8fa6\u4e8b\u8655\uff0c\u64c1\u6709\u8d85\u904e 30 \u540d\u54e1\u5de5\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd https:\/\/contextual.ai\u3002 \u95dc\u65bc WEKA\u00a0\u00a0WEKA \u6b63\u5728\u70ba AI \u6642\u4ee3\u7684\u4f01\u696d\u6578\u64da\u5806\u758a\u69cb\u5efa\u4e00\u7a2e\u65b0\u65b9\u6cd5\u3002WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u63a1\u7528\u96f2\u7aef\u539f\u751f\u53ca AI \u539f\u751f\u67b6\u69cb\uff0c\u6a39\u7acb AI \u57fa\u790e\u8a2d\u65bd\u7684\u6a19\u7aff\u3002\u8a72\u5e73\u53f0\u53ef\u9748\u6d3b\u90e8\u7f72\u65bc\u4efb\u4f55\u5730\u65b9\uff0c\u652f\u63f4\u672c\u5730\u3001\u96f2\u7aef\u548c\u908a\u7de3\u904b\u7b97\u74b0\u5883\u4e4b\u9593\u7684\u7121\u7e2b\u6578\u64da\u8f49\u79fb\u3002\u8a72\u5e73\u53f0\u5c07\u50b3\u7d71\u6578\u64da\u5b64\u5cf6\u8f49\u5316\u70ba\u52d5\u614b\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u52a0\u901f GPU \u904b\u7b97\u3001AI \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6\u9ad8\u6027\u80fd\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f7f\u4e4b\u80fd\u66f4\u9ad8\u6548\u5730\u904b\u4f5c\u3001\u6e1b\u5c11\u80fd\u8017\uff0c\u4e26\u964d\u4f4e\u76f8\u95dc\u7684\u78b3\u6392\u653e\u3002WEKA \u5e6b\u52a9\u5168\u7403\u6700\u5177\u5275\u65b0\u7cbe\u795e\u7684\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u89e3\u6c7a\u8907\u96dc\u7684\u6578\u64da\u6311\u6230\uff0c\u66f4\u5feb\u901f\u3001\u66f4\u53ef\u6301\u7e8c\u5730\u63a2\u7d22\u65b0\u767c\u73fe\u3001\u898b\u89e3\u548c\u6210\u679c\uff0c\u5176\u5ba2\u6236\u66f4\u662f\u5305\u62ec\u8ca1\u5bcc 50 \u5f37\u4e2d\u7684 12 \u9593\u4f01\u696d\u3002\u8acb\u700f\u89bd www.weka.io \u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u6216\u5728 LinkedIn\u3001X \u548c Facebook \u4e0a\u95dc\u6ce8 WEKA\u3002 \u4e86\u89e3\u70ba\u4f55 WEKA \u5728 Gartner\u00ae\u00a0\u5206\u6563\u5f0f\u6a94\u6848\u7cfb\u7d71\u548c\u7269\u4ef6\u5f0f\u5132\u5b58 Magic Quadrant\u2122\uff08\u9b54\u529b\u8c61\u9650\uff09\u4e2d\u9023\u7e8c\u4e09\u6b21\u7372\u8a55\u70ba\u300c\u9060\u898b\u8005\u300d\uff08Visionary\uff09\u2014\u2014\u7372\u53d6\u5831\u544a\u3002 WEKA \u53ca WEKA \u6a19\u8a8c\u4e43 WekaIO, Inc. \u7684\u8a3b\u518a\u5546\u6a19\u3002\u6b64\u8655\u4f7f\u7528\u7684\u5176\u4ed6\u5546\u696d\u540d\u7a31\u53ef\u80fd\u70ba\u5176\u4ed6\u5546\u6a19\u64c1\u6709\u8005\u5206\u5225\u64c1\u6709\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pingtungtimes.com.tw\/?p=253655\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848 - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"og:description\" content=\"\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u5229\u7528 WEKA \u6578\u64da\u5e73\u53f0\u4f86\u63d0\u4f9b\u66f4\u5b89\u5168\u3001\u6e96\u78ba\u548c\u6709\u6548\u7387\u7684\u4f01\u696d\u7d1a AI \u61c9\u7528 \u7f8e\u570b\u52a0\u5dde\u574e\u8c9d\u723e2024\u5e748\u67088\u65e5 \/\u7f8e\u901a\u793e\/ -- AI \u539f\u751f\u6578\u64da\u5e73\u53f0\u516c\u53f8 WekaIO (WEKA) \u4eca\u5929\u5ba3\u5e03\uff0c\u8207\u900f\u904e\u5efa\u7acb AI \u4ee5\u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u7684 Context AI \u5408\u4f5c\uff0c\u70ba\u5176\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u63d0\u4f9b\u6240\u9700\u7684\u6578\u64da\u57fa\u790e\u8a2d\u65bd\u3002Context AI \u7684 CLM \u4f7f\u7528 Context AI \u958b\u767c\u7684\u4e0b\u4e00\u4ee3\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) \u65b9\u5f0f RAG 2.0 \u9032\u884c\u8a13\u7df4\uff0c\u5176\u76ee\u524d\u7531 WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u6240\u652f\u63f4\u3002CLM \u5728 Contextual AI \u7684\u5e73\u53f0\u4e0a\u70ba\u8ca1\u5bcc 500 \u5f37\u4f01\u696d\u9a45\u52d5\u5b89\u5168\u3001\u6e96\u78ba\u548c\u53ef\u4fe1\u8cf4\u7684 AI \u61c9\u7528\u7a0b\u5f0f\u3002 \u00a0 \u958b\u767c\u4e0b\u4e00\u4ee3\u4f01\u696d\u7d1a AI \u6a21\u578b\u00a0Contextual AI \u6210\u7acb\u65bc 2023 \u5e74\uff0c\u4ee5\u5176\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u70ba\u5f8c\u76fe\uff0c\u63d0\u4f9b\u5efa\u7acb\u4f01\u696d\u7d1a AI \u61c9\u7528\u7a0b\u5f0f\u7684\u7d71\u5305\u5e73\u53f0\u3002\u50b3\u7d71\u7684 RAG \u7ba1\u7dda\u5c07\u7528\u65bc\u5d4c\u5165\u7684\u51cd\u7d50\u6a21\u578b\u3001\u7528\u65bc\u6aa2\u7d22\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u548c\u9ed1\u7bb1\u751f\u6210\u6a21\u578b\u62fc\u63a5\u5728\u4e00\u8d77\uff0cRAG 2.0 \u5247\u8207\u5176\u4e0d\u540c\uff0c\u63d0\u4f9b\u55ae\u4e00\u7684\u7aef\u5c0d\u7aef\u6574\u5408\u7cfb\u7d71\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6e96\u78ba\u5ea6\u3001\u6539\u9032\u5408\u898f\u6027\u3001\u6e1b\u5c11\u4eba\u5de5\u5e7b\u89ba\uff0c\u4e26\u53ef\u5c07\u7b54\u6848\u6b78\u56e0\u65bc\u4f86\u6e90\u6587\u4ef6\u3002 \u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u5c0d\u6548\u80fd\u3001\u6578\u64da\u7ba1\u7406\u548c\u904b\u7b97\u80fd\u529b\u7684\u8981\u6c42\u5f88\u9ad8\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u5728\u8a13\u7df4\u548c\u670d\u52d9\u904e\u7a0b\u8017\u8cbb\u5927\u91cf\u6642\u9593\u548c\u8cc7\u6e90\u3002Contextual AI \u5229\u7528\u5927\u578b\u4e14\u591a\u5143\u5316\u7684\u6578\u64da\u96c6\u8a13\u7df4\u5176 CLM\u3002\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u8a72\u516c\u53f8\u6700\u521d\u9047\u5230\u4e86\u6548\u80fd\u74f6\u9838\u548c\u64f4\u5c55\u6311\u6230\uff0c\u5c0e\u81f4 GPU \u5229\u7528\u7387\u6b20\u4f73\uff0c\u5ef6\u8aa4\u4e86\u5176 AI \u6a21\u578b\u958b\u767c\u6642\u9593\u3002 \u8a2d\u8a08\u6578\u64da\u7ba1\u7406\u7cfb\u7d71\u4ee5\u76e1\u91cf\u63d0\u9ad8 GPU \u5229\u7528\u7387\u63d0\u9ad8 GPU \u5229\u7528\u7387\u5c0d\u65bc\u78ba\u4fdd AI \u7cfb\u7d71\u548c\u5de5\u4f5c\u8ca0\u8f09\u4ee5\u6700\u9ad8\u6548\u7387\u904b\u884c\u81f3\u95dc\u91cd\u8981\u3002WEKA \u8cc7\u6599\u5e73\u53f0\u7684\u5148\u9032 AI \u539f\u751f\u67b6\u69cb\u662f\u5c08\u9580\u70ba\u52a0\u901f AI \u7ba1\u9053\u7684\u6bcf\u4e00\u500b\u6b65\u9a5f\u800c\u8a2d\u8a08\u7684\uff0c\u53ef\u5efa\u7acb\u7121\u969c\u7919\u7684\u6578\u64da\u7ba1\u9053\uff0c\u8b93 GPU \u7684\u6578\u64da\u9054\u5230\u98fd\u548c\uff0c\u5f9e\u800c\u78ba\u4fdd\u80fd\u66f4\u6709\u6548\u7387\u5730\u904b\u4f5c\uff0c\u8b93 AI \u5de5\u4f5c\u8ca0\u8f09\u4ee5\u66f4\u5feb\u548c\u66f4\u53ef\u6301\u7e8c\u7684\u65b9\u5f0f\u904b\u4f5c\u3002WEKA \u7684\u8edf\u4ef6\u89e3\u6c7a\u65b9\u6848\u8207\u96f2\u7aef\u548c\u786c\u4ef6\u7121\u95dc\uff0c\u53ef\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9\uff0c\u5176\u96f6\u8907\u88fd\u3001\u96f6\u8abf\u6574\u7684\u67b6\u69cb\u53ef\u52d5\u614b\u652f\u63f4\u5404\u7a2e AI \u5de5\u4f5c\u8ca0\u8f09\u8a2d\u5b9a\u6a94\uff0c\u5728\u55ae\u4e00\u6578\u64da\u5e73\u53f0\u4e2d\u8655\u7406\u6a21\u578b\u8a13\u7df4\u671f\u9593\u8de8\u8d8a\u6578\u767e\u842c\u500b\u5c0f\u6a94\u6848\u7684\u5143\u6578\u64da\u64cd\u4f5c\uff0c\u4ee5\u53ca\u5728\u6a21\u578b\u6aa2\u67e5\u9ede\u4f5c\u696d\u671f\u9593\u7684\u5927\u91cf\u5beb\u5165\u6548\u80fd\u3002 Contextual AI \u5728 Google Cloud \u4e0a\u90e8\u7f72 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u4ee5\u5efa\u7acb\u9ad8\u6548\u80fd\u7684\u6578\u64da\u57fa\u790e\u67b6\u69cb\u5c64\uff0c\u53ef\u7ba1\u7406\u5176\u6240\u6709\u7528\u65bc AI \u6a21\u578b\u8a13\u7df4\u7684\u6578\u64da\u96c6\uff08\u7e3d\u8a08 100TB\uff09\u3002WEKA \u5e73\u53f0\u5728\u6578\u64da\u6548\u80fd\u4e0a\u6709\u986f\u8457\u7684\u8e8d\u9032\uff0c\u76f4\u63a5\u63d0\u5347\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\uff0c\u4e26\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u6642\u9593\u3002 \u9664\u4e86\u63d0\u4f9b\u5f9e\u5132\u5b58\u5230\u52a0\u901f\u5668\u7684\u5feb\u901f\u6578\u64da\u79fb\u52d5\u5916\uff0cWEKA \u5e73\u53f0\u4ea6\u70ba Contextual AI \u63d0\u4f9b\u4e86\u7121\u7e2b\u7684\u5143\u6578\u64da\u8655\u7406\u3001\u6aa2\u67e5\u9ede\u548c\u6578\u64da\u9810\u8655\u7406\u529f\u80fd\uff0c\u5f9e\u800c\u6d88\u9664\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u6548\u80fd\u74f6\u9838\uff0c\u63d0\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u5e6b\u52a9\u964d\u4f4e\u5176\u96f2\u7aef\u6210\u672c\u3002 Contextual AI \u6280\u8853\u7e3d\u76e3\u517c\u806f\u5408\u5275\u8fa6\u4eba Amanpreet Singh \u8868\u793a\uff1a\u300c\u5728\u96f2\u7aef\u8a13\u7df4\u5927\u898f\u6a21 AI \u6a21\u578b\u9700\u8981\u4e00\u500b\u73fe\u4ee3\u5316\u7684\u6578\u64da\u7ba1\u7406\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u63d0\u4f9b\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u52a0\u5feb\u6a21\u578b\u958b\u767c\u6240\u82b1\u8cbb\u7684\u5be6\u969b\u6642\u9593\u3002\u6709\u4e86 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u6211\u5011\u73fe\u5728\u64c1\u6709\u5f37\u5927\u7684\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u4ee5\u70ba\u4e0b\u4e00\u4ee3 GPU \u63d0\u4f9b\u52d5\u529b\uff0c\u4e26\u5927\u898f\u6a21\u5efa\u7acb\u6700\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002\u5b83\u5c31\u50cf\u9b54\u8853\u4e00\u6a23\uff0c\u53ef\u4ee5\u5c07\u5feb\u901f\u548c\u77ed\u66ab\u7684\u5132\u5b58\u8f49\u5316\u70ba\u6301\u4e45\u800c\u5be6\u60e0\u7684\u6578\u64da\u3002\u300dWEKA \u6578\u64da\u5e73\u53f0\u6240\u5e36\u4f86\u7684\u4e3b\u8981\u6210\u679c\uff1a   3 \u500d\u6548\u80fd\u6539\u9032\uff1a\u7531\u65bc GPU \u4f7f\u7528\u7387\u986f\u8457\u63d0\u9ad8\uff0c\u5728\u95dc\u9375 AI \u4f7f\u7528\u6848\u4f8b\u7684\u6548\u80fd\u63d0\u9ad8\u4e86\u4e09\u500d\u3002  AI \u6a21\u578b\u6aa2\u67e5\u9ede\u901f\u5ea6\u5feb 4 \u500d\uff1a\u6d88\u9664\u6a21\u578b\u6aa2\u67e5\u9ede\u5b8c\u6210\u7684\u5ef6\u9072\uff0c\u4f7f\u6aa2\u67e5\u9ede\u6d41\u7a0b\u52a0\u5feb 4 \u500d\uff0c\u5927\u5e45\u63d0\u9ad8\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\u3002  \u964d\u4f4e 38% \u6210\u672c\uff1a\u00a0\u6bcf TB \u76f8\u95dc\u96f2\u7aef\u5132\u5b58\u6210\u672c\u964d\u4f4e 38%\u3002  WEKA \u7e3d\u88c1 Jonathan Martin \u8868\u793a\uff1a\u300c\u751f\u6210\u5f0f AI \u5e7e\u4e4e\u5177\u6709\u7121\u9650\u7684\u6f5b\u529b\uff0c\u53ef\u4ee5\u70ba\u4f01\u696d\u767c\u63ee\u6d1e\u5bdf\u548c\u5275\u9020\u65b0\u50f9\u503c\uff0c\u4f46\u8a31\u591a\u4f01\u696d\u4ecd\u7136\u9762\u81e8\u6311\u6230\uff0c\u4e0d\u77e5\u5f9e\u4f55\u5165\u624b\uff0c\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u63a8\u9032\u4ed6\u5011\u7684 AI \u9805\u76ee\u3002Contextual AI \u900f\u904e\u5275\u5efa\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u4f01\u696d\u66f4\u5feb\u5730\u5229\u7528 AI \u7684\u6f5b\u529b\uff0c\u70ba\u4f01\u696d AI \u7684\u672a\u4f86\u9032\u884c\u5275\u65b0\u3002WEKA \u5f88\u69ae\u5e78\u80fd\u5920\u5e6b\u52a9 Contextual AI \u514b\u670d\u95dc\u9375\u6578\u64da\u7ba1\u7406\u6311\u6230\uff0c\u5f9e\u800c\u52a0\u901f\u8a13\u7df4\u53ef\u9760\u548c\u503c\u5f97\u4fe1\u8cf4\u7684 AI \u6a21\u578b\uff0c\u63a8\u52d5 AI \u9769\u547d\u3002\u300d \u82e5\u8981\u9032\u4e00\u6b65\u4e86\u89e3 Contextual AI \u5982\u4f55\u8207 WEKA \u5408\u4f5c\u4ee5\u63a8\u52d5\u5176\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\uff0c\u8acb\u9020\u8a2a\uff1ahttps:\/\/www.weka.io\/customers\/contextual-ai\/\u3002 \u95dc\u65bc Contextual AI Contextual AI \u7684\u4f7f\u547d\u662f\u900f\u904e AI \u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u3002\u8a72\u516c\u53f8\u53d7\u5230\u8ca1\u5bcc 500 \u5f37\u516c\u53f8\u7684\u4fe1\u8cf4\uff0c\u5176\u53ef\u5c07\u8907\u96dc\u7684\u4efb\u52d9\u81ea\u52d5\u5316\uff0c\u8b93\u77e5\u8b58\u5de5\u4f5c\u8005\u53ef\u4ee5\u5c08\u6ce8\u65bc\u9ad8\u589e\u503c\u6d3b\u52d5\u3002\u806f\u5408\u5275\u8fa6\u4eba\u517c\u884c\u653f\u7e3d\u88c1 Douwe Kiela \u662f\u539f\u6709\u696d\u754c\u6a19\u6e96 RAG \u6280\u8853\u7684\u5148\u9a45\uff0c\u4e26\u8207\u806f\u5408\u5275\u8fa6\u4eba\u517c\u6280\u8853\u7e3d\u76e3 Amanpreet Singh \u4e00\u540c\u9818\u5c0e\u6211\u5011\u7684\u9802\u5c16\u5c08\u5bb6\u5718\u968a\u3002\u8a72\u5718\u968a\u63a1\u7528\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u548c\u7aef\u5c0d\u7aef\u6a5f\u5668\u5b78\u7fd2\uff0c\u70ba\u4f01\u696d\u63a8\u9032\u53ef\u5b9a\u5236\u7684\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\uff0c\u9069\u7528\u65bc\u9280\u884c\u3001\u534a\u5c0e\u9ad4\u3001\u5a92\u9ad4\u7b49\u591a\u500b\u7528\u4f8b\u548c\u9818\u57df\u3002Context AI \u7e3d\u90e8\u4f4d\u65bc\u7f8e\u570b\u52a0\u5dde\u5c71\u666f\u57ce\uff0c\u5728\u7d10\u7d04\u548c\u502b\u6566\u5747\u8a2d\u6709\u8fa6\u4e8b\u8655\uff0c\u64c1\u6709\u8d85\u904e 30 \u540d\u54e1\u5de5\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd https:\/\/contextual.ai\u3002 \u95dc\u65bc WEKA\u00a0\u00a0WEKA \u6b63\u5728\u70ba AI \u6642\u4ee3\u7684\u4f01\u696d\u6578\u64da\u5806\u758a\u69cb\u5efa\u4e00\u7a2e\u65b0\u65b9\u6cd5\u3002WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u63a1\u7528\u96f2\u7aef\u539f\u751f\u53ca AI \u539f\u751f\u67b6\u69cb\uff0c\u6a39\u7acb AI \u57fa\u790e\u8a2d\u65bd\u7684\u6a19\u7aff\u3002\u8a72\u5e73\u53f0\u53ef\u9748\u6d3b\u90e8\u7f72\u65bc\u4efb\u4f55\u5730\u65b9\uff0c\u652f\u63f4\u672c\u5730\u3001\u96f2\u7aef\u548c\u908a\u7de3\u904b\u7b97\u74b0\u5883\u4e4b\u9593\u7684\u7121\u7e2b\u6578\u64da\u8f49\u79fb\u3002\u8a72\u5e73\u53f0\u5c07\u50b3\u7d71\u6578\u64da\u5b64\u5cf6\u8f49\u5316\u70ba\u52d5\u614b\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u52a0\u901f GPU \u904b\u7b97\u3001AI \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6\u9ad8\u6027\u80fd\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f7f\u4e4b\u80fd\u66f4\u9ad8\u6548\u5730\u904b\u4f5c\u3001\u6e1b\u5c11\u80fd\u8017\uff0c\u4e26\u964d\u4f4e\u76f8\u95dc\u7684\u78b3\u6392\u653e\u3002WEKA \u5e6b\u52a9\u5168\u7403\u6700\u5177\u5275\u65b0\u7cbe\u795e\u7684\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u89e3\u6c7a\u8907\u96dc\u7684\u6578\u64da\u6311\u6230\uff0c\u66f4\u5feb\u901f\u3001\u66f4\u53ef\u6301\u7e8c\u5730\u63a2\u7d22\u65b0\u767c\u73fe\u3001\u898b\u89e3\u548c\u6210\u679c\uff0c\u5176\u5ba2\u6236\u66f4\u662f\u5305\u62ec\u8ca1\u5bcc 50 \u5f37\u4e2d\u7684 12 \u9593\u4f01\u696d\u3002\u8acb\u700f\u89bd www.weka.io \u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u6216\u5728 LinkedIn\u3001X \u548c Facebook \u4e0a\u95dc\u6ce8 WEKA\u3002 \u4e86\u89e3\u70ba\u4f55 WEKA \u5728 Gartner\u00ae\u00a0\u5206\u6563\u5f0f\u6a94\u6848\u7cfb\u7d71\u548c\u7269\u4ef6\u5f0f\u5132\u5b58 Magic Quadrant\u2122\uff08\u9b54\u529b\u8c61\u9650\uff09\u4e2d\u9023\u7e8c\u4e09\u6b21\u7372\u8a55\u70ba\u300c\u9060\u898b\u8005\u300d\uff08Visionary\uff09\u2014\u2014\u7372\u53d6\u5831\u544a\u3002 WEKA \u53ca WEKA \u6a19\u8a8c\u4e43 WekaIO, Inc. \u7684\u8a3b\u518a\u5546\u6a19\u3002\u6b64\u8655\u4f7f\u7528\u7684\u5176\u4ed6\u5546\u696d\u540d\u7a31\u53ef\u80fd\u70ba\u5176\u4ed6\u5546\u6a19\u64c1\u6709\u8005\u5206\u5225\u64c1\u6709\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pingtungtimes.com.tw\/?p=253655\" \/>\n<meta property=\"og:site_name\" content=\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pingtungnews\" \/>\n<meta property=\"article:published_time\" content=\"2024-08-07T22:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/WEKA_v1_Logo.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"400\" \/>\n\t<meta property=\"og:image:height\" content=\"190\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u7f8e\u901a\u793e\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u7f8e\u901a\u793e\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655\"},\"author\":{\"name\":\"\u7f8e\u901a\u793e\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/person\\\/683b937f29ec1537972f6c41e22a2cf3\"},\"headline\":\"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\",\"datePublished\":\"2024-08-07T22:00:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655\"},\"wordCount\":145,\"publisher\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/WEKA_v1_Logo.jpg\",\"articleSection\":[\"\u7f8e\u901a\u793e\"],\"inLanguage\":\"zh-TW\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655\",\"name\":\"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848 - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/WEKA_v1_Logo.jpg\",\"datePublished\":\"2024-08-07T22:00:00+00:00\",\"description\":\"\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u5229\u7528 WEKA \u6578\u64da\u5e73\u53f0\u4f86\u63d0\u4f9b\u66f4\u5b89\u5168\u3001\u6e96\u78ba\u548c\u6709\u6548\u7387\u7684\u4f01\u696d\u7d1a AI \u61c9\u7528 \u7f8e\u570b\u52a0\u5dde\u574e\u8c9d\u723e2024\u5e748\u67088\u65e5 \\\/\u7f8e\u901a\u793e\\\/ -- AI \u539f\u751f\u6578\u64da\u5e73\u53f0\u516c\u53f8 WekaIO (WEKA) \u4eca\u5929\u5ba3\u5e03\uff0c\u8207\u900f\u904e\u5efa\u7acb AI \u4ee5\u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u7684 Context AI \u5408\u4f5c\uff0c\u70ba\u5176\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u63d0\u4f9b\u6240\u9700\u7684\u6578\u64da\u57fa\u790e\u8a2d\u65bd\u3002Context AI \u7684 CLM \u4f7f\u7528 Context AI \u958b\u767c\u7684\u4e0b\u4e00\u4ee3\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) \u65b9\u5f0f RAG 2.0 \u9032\u884c\u8a13\u7df4\uff0c\u5176\u76ee\u524d\u7531 WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u6240\u652f\u63f4\u3002CLM \u5728 Contextual AI \u7684\u5e73\u53f0\u4e0a\u70ba\u8ca1\u5bcc 500 \u5f37\u4f01\u696d\u9a45\u52d5\u5b89\u5168\u3001\u6e96\u78ba\u548c\u53ef\u4fe1\u8cf4\u7684 AI \u61c9\u7528\u7a0b\u5f0f\u3002 \u00a0 \u958b\u767c\u4e0b\u4e00\u4ee3\u4f01\u696d\u7d1a AI \u6a21\u578b\u00a0Contextual AI \u6210\u7acb\u65bc 2023 \u5e74\uff0c\u4ee5\u5176\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u70ba\u5f8c\u76fe\uff0c\u63d0\u4f9b\u5efa\u7acb\u4f01\u696d\u7d1a AI \u61c9\u7528\u7a0b\u5f0f\u7684\u7d71\u5305\u5e73\u53f0\u3002\u50b3\u7d71\u7684 RAG \u7ba1\u7dda\u5c07\u7528\u65bc\u5d4c\u5165\u7684\u51cd\u7d50\u6a21\u578b\u3001\u7528\u65bc\u6aa2\u7d22\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u548c\u9ed1\u7bb1\u751f\u6210\u6a21\u578b\u62fc\u63a5\u5728\u4e00\u8d77\uff0cRAG 2.0 \u5247\u8207\u5176\u4e0d\u540c\uff0c\u63d0\u4f9b\u55ae\u4e00\u7684\u7aef\u5c0d\u7aef\u6574\u5408\u7cfb\u7d71\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6e96\u78ba\u5ea6\u3001\u6539\u9032\u5408\u898f\u6027\u3001\u6e1b\u5c11\u4eba\u5de5\u5e7b\u89ba\uff0c\u4e26\u53ef\u5c07\u7b54\u6848\u6b78\u56e0\u65bc\u4f86\u6e90\u6587\u4ef6\u3002 \u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u5c0d\u6548\u80fd\u3001\u6578\u64da\u7ba1\u7406\u548c\u904b\u7b97\u80fd\u529b\u7684\u8981\u6c42\u5f88\u9ad8\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u5728\u8a13\u7df4\u548c\u670d\u52d9\u904e\u7a0b\u8017\u8cbb\u5927\u91cf\u6642\u9593\u548c\u8cc7\u6e90\u3002Contextual AI \u5229\u7528\u5927\u578b\u4e14\u591a\u5143\u5316\u7684\u6578\u64da\u96c6\u8a13\u7df4\u5176 CLM\u3002\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u8a72\u516c\u53f8\u6700\u521d\u9047\u5230\u4e86\u6548\u80fd\u74f6\u9838\u548c\u64f4\u5c55\u6311\u6230\uff0c\u5c0e\u81f4 GPU \u5229\u7528\u7387\u6b20\u4f73\uff0c\u5ef6\u8aa4\u4e86\u5176 AI \u6a21\u578b\u958b\u767c\u6642\u9593\u3002 \u8a2d\u8a08\u6578\u64da\u7ba1\u7406\u7cfb\u7d71\u4ee5\u76e1\u91cf\u63d0\u9ad8 GPU \u5229\u7528\u7387\u63d0\u9ad8 GPU \u5229\u7528\u7387\u5c0d\u65bc\u78ba\u4fdd AI \u7cfb\u7d71\u548c\u5de5\u4f5c\u8ca0\u8f09\u4ee5\u6700\u9ad8\u6548\u7387\u904b\u884c\u81f3\u95dc\u91cd\u8981\u3002WEKA \u8cc7\u6599\u5e73\u53f0\u7684\u5148\u9032 AI \u539f\u751f\u67b6\u69cb\u662f\u5c08\u9580\u70ba\u52a0\u901f AI \u7ba1\u9053\u7684\u6bcf\u4e00\u500b\u6b65\u9a5f\u800c\u8a2d\u8a08\u7684\uff0c\u53ef\u5efa\u7acb\u7121\u969c\u7919\u7684\u6578\u64da\u7ba1\u9053\uff0c\u8b93 GPU \u7684\u6578\u64da\u9054\u5230\u98fd\u548c\uff0c\u5f9e\u800c\u78ba\u4fdd\u80fd\u66f4\u6709\u6548\u7387\u5730\u904b\u4f5c\uff0c\u8b93 AI \u5de5\u4f5c\u8ca0\u8f09\u4ee5\u66f4\u5feb\u548c\u66f4\u53ef\u6301\u7e8c\u7684\u65b9\u5f0f\u904b\u4f5c\u3002WEKA \u7684\u8edf\u4ef6\u89e3\u6c7a\u65b9\u6848\u8207\u96f2\u7aef\u548c\u786c\u4ef6\u7121\u95dc\uff0c\u53ef\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9\uff0c\u5176\u96f6\u8907\u88fd\u3001\u96f6\u8abf\u6574\u7684\u67b6\u69cb\u53ef\u52d5\u614b\u652f\u63f4\u5404\u7a2e AI \u5de5\u4f5c\u8ca0\u8f09\u8a2d\u5b9a\u6a94\uff0c\u5728\u55ae\u4e00\u6578\u64da\u5e73\u53f0\u4e2d\u8655\u7406\u6a21\u578b\u8a13\u7df4\u671f\u9593\u8de8\u8d8a\u6578\u767e\u842c\u500b\u5c0f\u6a94\u6848\u7684\u5143\u6578\u64da\u64cd\u4f5c\uff0c\u4ee5\u53ca\u5728\u6a21\u578b\u6aa2\u67e5\u9ede\u4f5c\u696d\u671f\u9593\u7684\u5927\u91cf\u5beb\u5165\u6548\u80fd\u3002 Contextual AI \u5728 Google Cloud \u4e0a\u90e8\u7f72 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u4ee5\u5efa\u7acb\u9ad8\u6548\u80fd\u7684\u6578\u64da\u57fa\u790e\u67b6\u69cb\u5c64\uff0c\u53ef\u7ba1\u7406\u5176\u6240\u6709\u7528\u65bc AI \u6a21\u578b\u8a13\u7df4\u7684\u6578\u64da\u96c6\uff08\u7e3d\u8a08 100TB\uff09\u3002WEKA \u5e73\u53f0\u5728\u6578\u64da\u6548\u80fd\u4e0a\u6709\u986f\u8457\u7684\u8e8d\u9032\uff0c\u76f4\u63a5\u63d0\u5347\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\uff0c\u4e26\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u6642\u9593\u3002 \u9664\u4e86\u63d0\u4f9b\u5f9e\u5132\u5b58\u5230\u52a0\u901f\u5668\u7684\u5feb\u901f\u6578\u64da\u79fb\u52d5\u5916\uff0cWEKA \u5e73\u53f0\u4ea6\u70ba Contextual AI \u63d0\u4f9b\u4e86\u7121\u7e2b\u7684\u5143\u6578\u64da\u8655\u7406\u3001\u6aa2\u67e5\u9ede\u548c\u6578\u64da\u9810\u8655\u7406\u529f\u80fd\uff0c\u5f9e\u800c\u6d88\u9664\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u6548\u80fd\u74f6\u9838\uff0c\u63d0\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u5e6b\u52a9\u964d\u4f4e\u5176\u96f2\u7aef\u6210\u672c\u3002 Contextual AI \u6280\u8853\u7e3d\u76e3\u517c\u806f\u5408\u5275\u8fa6\u4eba Amanpreet Singh \u8868\u793a\uff1a\u300c\u5728\u96f2\u7aef\u8a13\u7df4\u5927\u898f\u6a21 AI \u6a21\u578b\u9700\u8981\u4e00\u500b\u73fe\u4ee3\u5316\u7684\u6578\u64da\u7ba1\u7406\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u63d0\u4f9b\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u52a0\u5feb\u6a21\u578b\u958b\u767c\u6240\u82b1\u8cbb\u7684\u5be6\u969b\u6642\u9593\u3002\u6709\u4e86 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u6211\u5011\u73fe\u5728\u64c1\u6709\u5f37\u5927\u7684\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u4ee5\u70ba\u4e0b\u4e00\u4ee3 GPU \u63d0\u4f9b\u52d5\u529b\uff0c\u4e26\u5927\u898f\u6a21\u5efa\u7acb\u6700\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002\u5b83\u5c31\u50cf\u9b54\u8853\u4e00\u6a23\uff0c\u53ef\u4ee5\u5c07\u5feb\u901f\u548c\u77ed\u66ab\u7684\u5132\u5b58\u8f49\u5316\u70ba\u6301\u4e45\u800c\u5be6\u60e0\u7684\u6578\u64da\u3002\u300dWEKA \u6578\u64da\u5e73\u53f0\u6240\u5e36\u4f86\u7684\u4e3b\u8981\u6210\u679c\uff1a 3 \u500d\u6548\u80fd\u6539\u9032\uff1a\u7531\u65bc GPU \u4f7f\u7528\u7387\u986f\u8457\u63d0\u9ad8\uff0c\u5728\u95dc\u9375 AI \u4f7f\u7528\u6848\u4f8b\u7684\u6548\u80fd\u63d0\u9ad8\u4e86\u4e09\u500d\u3002 AI \u6a21\u578b\u6aa2\u67e5\u9ede\u901f\u5ea6\u5feb 4 \u500d\uff1a\u6d88\u9664\u6a21\u578b\u6aa2\u67e5\u9ede\u5b8c\u6210\u7684\u5ef6\u9072\uff0c\u4f7f\u6aa2\u67e5\u9ede\u6d41\u7a0b\u52a0\u5feb 4 \u500d\uff0c\u5927\u5e45\u63d0\u9ad8\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\u3002 \u964d\u4f4e 38% \u6210\u672c\uff1a\u00a0\u6bcf TB \u76f8\u95dc\u96f2\u7aef\u5132\u5b58\u6210\u672c\u964d\u4f4e 38%\u3002 WEKA \u7e3d\u88c1 Jonathan Martin \u8868\u793a\uff1a\u300c\u751f\u6210\u5f0f AI \u5e7e\u4e4e\u5177\u6709\u7121\u9650\u7684\u6f5b\u529b\uff0c\u53ef\u4ee5\u70ba\u4f01\u696d\u767c\u63ee\u6d1e\u5bdf\u548c\u5275\u9020\u65b0\u50f9\u503c\uff0c\u4f46\u8a31\u591a\u4f01\u696d\u4ecd\u7136\u9762\u81e8\u6311\u6230\uff0c\u4e0d\u77e5\u5f9e\u4f55\u5165\u624b\uff0c\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u63a8\u9032\u4ed6\u5011\u7684 AI \u9805\u76ee\u3002Contextual AI \u900f\u904e\u5275\u5efa\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u4f01\u696d\u66f4\u5feb\u5730\u5229\u7528 AI \u7684\u6f5b\u529b\uff0c\u70ba\u4f01\u696d AI \u7684\u672a\u4f86\u9032\u884c\u5275\u65b0\u3002WEKA \u5f88\u69ae\u5e78\u80fd\u5920\u5e6b\u52a9 Contextual AI \u514b\u670d\u95dc\u9375\u6578\u64da\u7ba1\u7406\u6311\u6230\uff0c\u5f9e\u800c\u52a0\u901f\u8a13\u7df4\u53ef\u9760\u548c\u503c\u5f97\u4fe1\u8cf4\u7684 AI \u6a21\u578b\uff0c\u63a8\u52d5 AI \u9769\u547d\u3002\u300d \u82e5\u8981\u9032\u4e00\u6b65\u4e86\u89e3 Contextual AI \u5982\u4f55\u8207 WEKA \u5408\u4f5c\u4ee5\u63a8\u52d5\u5176\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\uff0c\u8acb\u9020\u8a2a\uff1ahttps:\\\/\\\/www.weka.io\\\/customers\\\/contextual-ai\\\/\u3002 \u95dc\u65bc Contextual AI Contextual AI \u7684\u4f7f\u547d\u662f\u900f\u904e AI \u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u3002\u8a72\u516c\u53f8\u53d7\u5230\u8ca1\u5bcc 500 \u5f37\u516c\u53f8\u7684\u4fe1\u8cf4\uff0c\u5176\u53ef\u5c07\u8907\u96dc\u7684\u4efb\u52d9\u81ea\u52d5\u5316\uff0c\u8b93\u77e5\u8b58\u5de5\u4f5c\u8005\u53ef\u4ee5\u5c08\u6ce8\u65bc\u9ad8\u589e\u503c\u6d3b\u52d5\u3002\u806f\u5408\u5275\u8fa6\u4eba\u517c\u884c\u653f\u7e3d\u88c1 Douwe Kiela \u662f\u539f\u6709\u696d\u754c\u6a19\u6e96 RAG \u6280\u8853\u7684\u5148\u9a45\uff0c\u4e26\u8207\u806f\u5408\u5275\u8fa6\u4eba\u517c\u6280\u8853\u7e3d\u76e3 Amanpreet Singh \u4e00\u540c\u9818\u5c0e\u6211\u5011\u7684\u9802\u5c16\u5c08\u5bb6\u5718\u968a\u3002\u8a72\u5718\u968a\u63a1\u7528\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u548c\u7aef\u5c0d\u7aef\u6a5f\u5668\u5b78\u7fd2\uff0c\u70ba\u4f01\u696d\u63a8\u9032\u53ef\u5b9a\u5236\u7684\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\uff0c\u9069\u7528\u65bc\u9280\u884c\u3001\u534a\u5c0e\u9ad4\u3001\u5a92\u9ad4\u7b49\u591a\u500b\u7528\u4f8b\u548c\u9818\u57df\u3002Context AI \u7e3d\u90e8\u4f4d\u65bc\u7f8e\u570b\u52a0\u5dde\u5c71\u666f\u57ce\uff0c\u5728\u7d10\u7d04\u548c\u502b\u6566\u5747\u8a2d\u6709\u8fa6\u4e8b\u8655\uff0c\u64c1\u6709\u8d85\u904e 30 \u540d\u54e1\u5de5\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd https:\\\/\\\/contextual.ai\u3002 \u95dc\u65bc WEKA\u00a0\u00a0WEKA \u6b63\u5728\u70ba AI \u6642\u4ee3\u7684\u4f01\u696d\u6578\u64da\u5806\u758a\u69cb\u5efa\u4e00\u7a2e\u65b0\u65b9\u6cd5\u3002WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u63a1\u7528\u96f2\u7aef\u539f\u751f\u53ca AI \u539f\u751f\u67b6\u69cb\uff0c\u6a39\u7acb AI \u57fa\u790e\u8a2d\u65bd\u7684\u6a19\u7aff\u3002\u8a72\u5e73\u53f0\u53ef\u9748\u6d3b\u90e8\u7f72\u65bc\u4efb\u4f55\u5730\u65b9\uff0c\u652f\u63f4\u672c\u5730\u3001\u96f2\u7aef\u548c\u908a\u7de3\u904b\u7b97\u74b0\u5883\u4e4b\u9593\u7684\u7121\u7e2b\u6578\u64da\u8f49\u79fb\u3002\u8a72\u5e73\u53f0\u5c07\u50b3\u7d71\u6578\u64da\u5b64\u5cf6\u8f49\u5316\u70ba\u52d5\u614b\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u52a0\u901f GPU \u904b\u7b97\u3001AI \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6\u9ad8\u6027\u80fd\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f7f\u4e4b\u80fd\u66f4\u9ad8\u6548\u5730\u904b\u4f5c\u3001\u6e1b\u5c11\u80fd\u8017\uff0c\u4e26\u964d\u4f4e\u76f8\u95dc\u7684\u78b3\u6392\u653e\u3002WEKA \u5e6b\u52a9\u5168\u7403\u6700\u5177\u5275\u65b0\u7cbe\u795e\u7684\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u89e3\u6c7a\u8907\u96dc\u7684\u6578\u64da\u6311\u6230\uff0c\u66f4\u5feb\u901f\u3001\u66f4\u53ef\u6301\u7e8c\u5730\u63a2\u7d22\u65b0\u767c\u73fe\u3001\u898b\u89e3\u548c\u6210\u679c\uff0c\u5176\u5ba2\u6236\u66f4\u662f\u5305\u62ec\u8ca1\u5bcc 50 \u5f37\u4e2d\u7684 12 \u9593\u4f01\u696d\u3002\u8acb\u700f\u89bd www.weka.io \u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u6216\u5728 LinkedIn\u3001X \u548c Facebook \u4e0a\u95dc\u6ce8 WEKA\u3002 \u4e86\u89e3\u70ba\u4f55 WEKA \u5728 Gartner\u00ae\u00a0\u5206\u6563\u5f0f\u6a94\u6848\u7cfb\u7d71\u548c\u7269\u4ef6\u5f0f\u5132\u5b58 Magic Quadrant\u2122\uff08\u9b54\u529b\u8c61\u9650\uff09\u4e2d\u9023\u7e8c\u4e09\u6b21\u7372\u8a55\u70ba\u300c\u9060\u898b\u8005\u300d\uff08Visionary\uff09\u2014\u2014\u7372\u53d6\u5831\u544a\u3002 WEKA \u53ca WEKA \u6a19\u8a8c\u4e43 WekaIO, Inc. \u7684\u8a3b\u518a\u5546\u6a19\u3002\u6b64\u8655\u4f7f\u7528\u7684\u5176\u4ed6\u5546\u696d\u540d\u7a31\u53ef\u80fd\u70ba\u5176\u4ed6\u5546\u6a19\u64c1\u6709\u8005\u5206\u5225\u64c1\u6709\u3002\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655#breadcrumb\"},\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655#primaryimage\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/WEKA_v1_Logo.jpg\",\"contentUrl\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/WEKA_v1_Logo.jpg\",\"width\":400,\"height\":190},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=253655#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9801\",\"item\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#website\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/\",\"name\":\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\",\"description\":\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831PingtungTimes\uff0c\u6700\u95dc\u5fc3\u5728\u5730\u7684\u5a92\u9ad4\",\"publisher\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-TW\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#organization\",\"name\":\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/logo-150.png\",\"contentUrl\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/logo-150.png\",\"width\":150,\"height\":150,\"caption\":\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\"},\"image\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/pingtungnews\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/person\\\/683b937f29ec1537972f6c41e22a2cf3\",\"name\":\"\u7f8e\u901a\u793e\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g\",\"caption\":\"\u7f8e\u901a\u793e\"},\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?author=16\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848 - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","description":"\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u5229\u7528 WEKA \u6578\u64da\u5e73\u53f0\u4f86\u63d0\u4f9b\u66f4\u5b89\u5168\u3001\u6e96\u78ba\u548c\u6709\u6548\u7387\u7684\u4f01\u696d\u7d1a AI \u61c9\u7528 \u7f8e\u570b\u52a0\u5dde\u574e\u8c9d\u723e2024\u5e748\u67088\u65e5 \/\u7f8e\u901a\u793e\/ -- AI \u539f\u751f\u6578\u64da\u5e73\u53f0\u516c\u53f8 WekaIO (WEKA) \u4eca\u5929\u5ba3\u5e03\uff0c\u8207\u900f\u904e\u5efa\u7acb AI \u4ee5\u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u7684 Context AI \u5408\u4f5c\uff0c\u70ba\u5176\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u63d0\u4f9b\u6240\u9700\u7684\u6578\u64da\u57fa\u790e\u8a2d\u65bd\u3002Context AI \u7684 CLM \u4f7f\u7528 Context AI \u958b\u767c\u7684\u4e0b\u4e00\u4ee3\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) \u65b9\u5f0f RAG 2.0 \u9032\u884c\u8a13\u7df4\uff0c\u5176\u76ee\u524d\u7531 WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u6240\u652f\u63f4\u3002CLM \u5728 Contextual AI \u7684\u5e73\u53f0\u4e0a\u70ba\u8ca1\u5bcc 500 \u5f37\u4f01\u696d\u9a45\u52d5\u5b89\u5168\u3001\u6e96\u78ba\u548c\u53ef\u4fe1\u8cf4\u7684 AI \u61c9\u7528\u7a0b\u5f0f\u3002 \u00a0 \u958b\u767c\u4e0b\u4e00\u4ee3\u4f01\u696d\u7d1a AI \u6a21\u578b\u00a0Contextual AI \u6210\u7acb\u65bc 2023 \u5e74\uff0c\u4ee5\u5176\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u70ba\u5f8c\u76fe\uff0c\u63d0\u4f9b\u5efa\u7acb\u4f01\u696d\u7d1a AI \u61c9\u7528\u7a0b\u5f0f\u7684\u7d71\u5305\u5e73\u53f0\u3002\u50b3\u7d71\u7684 RAG \u7ba1\u7dda\u5c07\u7528\u65bc\u5d4c\u5165\u7684\u51cd\u7d50\u6a21\u578b\u3001\u7528\u65bc\u6aa2\u7d22\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u548c\u9ed1\u7bb1\u751f\u6210\u6a21\u578b\u62fc\u63a5\u5728\u4e00\u8d77\uff0cRAG 2.0 \u5247\u8207\u5176\u4e0d\u540c\uff0c\u63d0\u4f9b\u55ae\u4e00\u7684\u7aef\u5c0d\u7aef\u6574\u5408\u7cfb\u7d71\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6e96\u78ba\u5ea6\u3001\u6539\u9032\u5408\u898f\u6027\u3001\u6e1b\u5c11\u4eba\u5de5\u5e7b\u89ba\uff0c\u4e26\u53ef\u5c07\u7b54\u6848\u6b78\u56e0\u65bc\u4f86\u6e90\u6587\u4ef6\u3002 \u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u5c0d\u6548\u80fd\u3001\u6578\u64da\u7ba1\u7406\u548c\u904b\u7b97\u80fd\u529b\u7684\u8981\u6c42\u5f88\u9ad8\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u5728\u8a13\u7df4\u548c\u670d\u52d9\u904e\u7a0b\u8017\u8cbb\u5927\u91cf\u6642\u9593\u548c\u8cc7\u6e90\u3002Contextual AI \u5229\u7528\u5927\u578b\u4e14\u591a\u5143\u5316\u7684\u6578\u64da\u96c6\u8a13\u7df4\u5176 CLM\u3002\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u8a72\u516c\u53f8\u6700\u521d\u9047\u5230\u4e86\u6548\u80fd\u74f6\u9838\u548c\u64f4\u5c55\u6311\u6230\uff0c\u5c0e\u81f4 GPU \u5229\u7528\u7387\u6b20\u4f73\uff0c\u5ef6\u8aa4\u4e86\u5176 AI \u6a21\u578b\u958b\u767c\u6642\u9593\u3002 \u8a2d\u8a08\u6578\u64da\u7ba1\u7406\u7cfb\u7d71\u4ee5\u76e1\u91cf\u63d0\u9ad8 GPU \u5229\u7528\u7387\u63d0\u9ad8 GPU \u5229\u7528\u7387\u5c0d\u65bc\u78ba\u4fdd AI \u7cfb\u7d71\u548c\u5de5\u4f5c\u8ca0\u8f09\u4ee5\u6700\u9ad8\u6548\u7387\u904b\u884c\u81f3\u95dc\u91cd\u8981\u3002WEKA \u8cc7\u6599\u5e73\u53f0\u7684\u5148\u9032 AI \u539f\u751f\u67b6\u69cb\u662f\u5c08\u9580\u70ba\u52a0\u901f AI \u7ba1\u9053\u7684\u6bcf\u4e00\u500b\u6b65\u9a5f\u800c\u8a2d\u8a08\u7684\uff0c\u53ef\u5efa\u7acb\u7121\u969c\u7919\u7684\u6578\u64da\u7ba1\u9053\uff0c\u8b93 GPU \u7684\u6578\u64da\u9054\u5230\u98fd\u548c\uff0c\u5f9e\u800c\u78ba\u4fdd\u80fd\u66f4\u6709\u6548\u7387\u5730\u904b\u4f5c\uff0c\u8b93 AI \u5de5\u4f5c\u8ca0\u8f09\u4ee5\u66f4\u5feb\u548c\u66f4\u53ef\u6301\u7e8c\u7684\u65b9\u5f0f\u904b\u4f5c\u3002WEKA \u7684\u8edf\u4ef6\u89e3\u6c7a\u65b9\u6848\u8207\u96f2\u7aef\u548c\u786c\u4ef6\u7121\u95dc\uff0c\u53ef\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9\uff0c\u5176\u96f6\u8907\u88fd\u3001\u96f6\u8abf\u6574\u7684\u67b6\u69cb\u53ef\u52d5\u614b\u652f\u63f4\u5404\u7a2e AI \u5de5\u4f5c\u8ca0\u8f09\u8a2d\u5b9a\u6a94\uff0c\u5728\u55ae\u4e00\u6578\u64da\u5e73\u53f0\u4e2d\u8655\u7406\u6a21\u578b\u8a13\u7df4\u671f\u9593\u8de8\u8d8a\u6578\u767e\u842c\u500b\u5c0f\u6a94\u6848\u7684\u5143\u6578\u64da\u64cd\u4f5c\uff0c\u4ee5\u53ca\u5728\u6a21\u578b\u6aa2\u67e5\u9ede\u4f5c\u696d\u671f\u9593\u7684\u5927\u91cf\u5beb\u5165\u6548\u80fd\u3002 Contextual AI \u5728 Google Cloud \u4e0a\u90e8\u7f72 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u4ee5\u5efa\u7acb\u9ad8\u6548\u80fd\u7684\u6578\u64da\u57fa\u790e\u67b6\u69cb\u5c64\uff0c\u53ef\u7ba1\u7406\u5176\u6240\u6709\u7528\u65bc AI \u6a21\u578b\u8a13\u7df4\u7684\u6578\u64da\u96c6\uff08\u7e3d\u8a08 100TB\uff09\u3002WEKA \u5e73\u53f0\u5728\u6578\u64da\u6548\u80fd\u4e0a\u6709\u986f\u8457\u7684\u8e8d\u9032\uff0c\u76f4\u63a5\u63d0\u5347\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\uff0c\u4e26\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u6642\u9593\u3002 \u9664\u4e86\u63d0\u4f9b\u5f9e\u5132\u5b58\u5230\u52a0\u901f\u5668\u7684\u5feb\u901f\u6578\u64da\u79fb\u52d5\u5916\uff0cWEKA \u5e73\u53f0\u4ea6\u70ba Contextual AI \u63d0\u4f9b\u4e86\u7121\u7e2b\u7684\u5143\u6578\u64da\u8655\u7406\u3001\u6aa2\u67e5\u9ede\u548c\u6578\u64da\u9810\u8655\u7406\u529f\u80fd\uff0c\u5f9e\u800c\u6d88\u9664\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u6548\u80fd\u74f6\u9838\uff0c\u63d0\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u5e6b\u52a9\u964d\u4f4e\u5176\u96f2\u7aef\u6210\u672c\u3002 Contextual AI \u6280\u8853\u7e3d\u76e3\u517c\u806f\u5408\u5275\u8fa6\u4eba Amanpreet Singh \u8868\u793a\uff1a\u300c\u5728\u96f2\u7aef\u8a13\u7df4\u5927\u898f\u6a21 AI \u6a21\u578b\u9700\u8981\u4e00\u500b\u73fe\u4ee3\u5316\u7684\u6578\u64da\u7ba1\u7406\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u63d0\u4f9b\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u52a0\u5feb\u6a21\u578b\u958b\u767c\u6240\u82b1\u8cbb\u7684\u5be6\u969b\u6642\u9593\u3002\u6709\u4e86 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u6211\u5011\u73fe\u5728\u64c1\u6709\u5f37\u5927\u7684\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u4ee5\u70ba\u4e0b\u4e00\u4ee3 GPU \u63d0\u4f9b\u52d5\u529b\uff0c\u4e26\u5927\u898f\u6a21\u5efa\u7acb\u6700\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002\u5b83\u5c31\u50cf\u9b54\u8853\u4e00\u6a23\uff0c\u53ef\u4ee5\u5c07\u5feb\u901f\u548c\u77ed\u66ab\u7684\u5132\u5b58\u8f49\u5316\u70ba\u6301\u4e45\u800c\u5be6\u60e0\u7684\u6578\u64da\u3002\u300dWEKA \u6578\u64da\u5e73\u53f0\u6240\u5e36\u4f86\u7684\u4e3b\u8981\u6210\u679c\uff1a   3 \u500d\u6548\u80fd\u6539\u9032\uff1a\u7531\u65bc GPU \u4f7f\u7528\u7387\u986f\u8457\u63d0\u9ad8\uff0c\u5728\u95dc\u9375 AI \u4f7f\u7528\u6848\u4f8b\u7684\u6548\u80fd\u63d0\u9ad8\u4e86\u4e09\u500d\u3002  AI \u6a21\u578b\u6aa2\u67e5\u9ede\u901f\u5ea6\u5feb 4 \u500d\uff1a\u6d88\u9664\u6a21\u578b\u6aa2\u67e5\u9ede\u5b8c\u6210\u7684\u5ef6\u9072\uff0c\u4f7f\u6aa2\u67e5\u9ede\u6d41\u7a0b\u52a0\u5feb 4 \u500d\uff0c\u5927\u5e45\u63d0\u9ad8\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\u3002  \u964d\u4f4e 38% \u6210\u672c\uff1a\u00a0\u6bcf TB \u76f8\u95dc\u96f2\u7aef\u5132\u5b58\u6210\u672c\u964d\u4f4e 38%\u3002  WEKA \u7e3d\u88c1 Jonathan Martin \u8868\u793a\uff1a\u300c\u751f\u6210\u5f0f AI \u5e7e\u4e4e\u5177\u6709\u7121\u9650\u7684\u6f5b\u529b\uff0c\u53ef\u4ee5\u70ba\u4f01\u696d\u767c\u63ee\u6d1e\u5bdf\u548c\u5275\u9020\u65b0\u50f9\u503c\uff0c\u4f46\u8a31\u591a\u4f01\u696d\u4ecd\u7136\u9762\u81e8\u6311\u6230\uff0c\u4e0d\u77e5\u5f9e\u4f55\u5165\u624b\uff0c\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u63a8\u9032\u4ed6\u5011\u7684 AI \u9805\u76ee\u3002Contextual AI \u900f\u904e\u5275\u5efa\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u4f01\u696d\u66f4\u5feb\u5730\u5229\u7528 AI \u7684\u6f5b\u529b\uff0c\u70ba\u4f01\u696d AI \u7684\u672a\u4f86\u9032\u884c\u5275\u65b0\u3002WEKA \u5f88\u69ae\u5e78\u80fd\u5920\u5e6b\u52a9 Contextual AI \u514b\u670d\u95dc\u9375\u6578\u64da\u7ba1\u7406\u6311\u6230\uff0c\u5f9e\u800c\u52a0\u901f\u8a13\u7df4\u53ef\u9760\u548c\u503c\u5f97\u4fe1\u8cf4\u7684 AI \u6a21\u578b\uff0c\u63a8\u52d5 AI \u9769\u547d\u3002\u300d \u82e5\u8981\u9032\u4e00\u6b65\u4e86\u89e3 Contextual AI \u5982\u4f55\u8207 WEKA \u5408\u4f5c\u4ee5\u63a8\u52d5\u5176\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\uff0c\u8acb\u9020\u8a2a\uff1ahttps:\/\/www.weka.io\/customers\/contextual-ai\/\u3002 \u95dc\u65bc Contextual AI Contextual AI \u7684\u4f7f\u547d\u662f\u900f\u904e AI \u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u3002\u8a72\u516c\u53f8\u53d7\u5230\u8ca1\u5bcc 500 \u5f37\u516c\u53f8\u7684\u4fe1\u8cf4\uff0c\u5176\u53ef\u5c07\u8907\u96dc\u7684\u4efb\u52d9\u81ea\u52d5\u5316\uff0c\u8b93\u77e5\u8b58\u5de5\u4f5c\u8005\u53ef\u4ee5\u5c08\u6ce8\u65bc\u9ad8\u589e\u503c\u6d3b\u52d5\u3002\u806f\u5408\u5275\u8fa6\u4eba\u517c\u884c\u653f\u7e3d\u88c1 Douwe Kiela \u662f\u539f\u6709\u696d\u754c\u6a19\u6e96 RAG \u6280\u8853\u7684\u5148\u9a45\uff0c\u4e26\u8207\u806f\u5408\u5275\u8fa6\u4eba\u517c\u6280\u8853\u7e3d\u76e3 Amanpreet Singh \u4e00\u540c\u9818\u5c0e\u6211\u5011\u7684\u9802\u5c16\u5c08\u5bb6\u5718\u968a\u3002\u8a72\u5718\u968a\u63a1\u7528\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u548c\u7aef\u5c0d\u7aef\u6a5f\u5668\u5b78\u7fd2\uff0c\u70ba\u4f01\u696d\u63a8\u9032\u53ef\u5b9a\u5236\u7684\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\uff0c\u9069\u7528\u65bc\u9280\u884c\u3001\u534a\u5c0e\u9ad4\u3001\u5a92\u9ad4\u7b49\u591a\u500b\u7528\u4f8b\u548c\u9818\u57df\u3002Context AI \u7e3d\u90e8\u4f4d\u65bc\u7f8e\u570b\u52a0\u5dde\u5c71\u666f\u57ce\uff0c\u5728\u7d10\u7d04\u548c\u502b\u6566\u5747\u8a2d\u6709\u8fa6\u4e8b\u8655\uff0c\u64c1\u6709\u8d85\u904e 30 \u540d\u54e1\u5de5\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd https:\/\/contextual.ai\u3002 \u95dc\u65bc WEKA\u00a0\u00a0WEKA \u6b63\u5728\u70ba AI \u6642\u4ee3\u7684\u4f01\u696d\u6578\u64da\u5806\u758a\u69cb\u5efa\u4e00\u7a2e\u65b0\u65b9\u6cd5\u3002WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u63a1\u7528\u96f2\u7aef\u539f\u751f\u53ca AI \u539f\u751f\u67b6\u69cb\uff0c\u6a39\u7acb AI \u57fa\u790e\u8a2d\u65bd\u7684\u6a19\u7aff\u3002\u8a72\u5e73\u53f0\u53ef\u9748\u6d3b\u90e8\u7f72\u65bc\u4efb\u4f55\u5730\u65b9\uff0c\u652f\u63f4\u672c\u5730\u3001\u96f2\u7aef\u548c\u908a\u7de3\u904b\u7b97\u74b0\u5883\u4e4b\u9593\u7684\u7121\u7e2b\u6578\u64da\u8f49\u79fb\u3002\u8a72\u5e73\u53f0\u5c07\u50b3\u7d71\u6578\u64da\u5b64\u5cf6\u8f49\u5316\u70ba\u52d5\u614b\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u52a0\u901f GPU \u904b\u7b97\u3001AI \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6\u9ad8\u6027\u80fd\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f7f\u4e4b\u80fd\u66f4\u9ad8\u6548\u5730\u904b\u4f5c\u3001\u6e1b\u5c11\u80fd\u8017\uff0c\u4e26\u964d\u4f4e\u76f8\u95dc\u7684\u78b3\u6392\u653e\u3002WEKA \u5e6b\u52a9\u5168\u7403\u6700\u5177\u5275\u65b0\u7cbe\u795e\u7684\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u89e3\u6c7a\u8907\u96dc\u7684\u6578\u64da\u6311\u6230\uff0c\u66f4\u5feb\u901f\u3001\u66f4\u53ef\u6301\u7e8c\u5730\u63a2\u7d22\u65b0\u767c\u73fe\u3001\u898b\u89e3\u548c\u6210\u679c\uff0c\u5176\u5ba2\u6236\u66f4\u662f\u5305\u62ec\u8ca1\u5bcc 50 \u5f37\u4e2d\u7684 12 \u9593\u4f01\u696d\u3002\u8acb\u700f\u89bd www.weka.io \u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u6216\u5728 LinkedIn\u3001X \u548c Facebook \u4e0a\u95dc\u6ce8 WEKA\u3002 \u4e86\u89e3\u70ba\u4f55 WEKA \u5728 Gartner\u00ae\u00a0\u5206\u6563\u5f0f\u6a94\u6848\u7cfb\u7d71\u548c\u7269\u4ef6\u5f0f\u5132\u5b58 Magic Quadrant\u2122\uff08\u9b54\u529b\u8c61\u9650\uff09\u4e2d\u9023\u7e8c\u4e09\u6b21\u7372\u8a55\u70ba\u300c\u9060\u898b\u8005\u300d\uff08Visionary\uff09\u2014\u2014\u7372\u53d6\u5831\u544a\u3002 WEKA \u53ca WEKA \u6a19\u8a8c\u4e43 WekaIO, Inc. \u7684\u8a3b\u518a\u5546\u6a19\u3002\u6b64\u8655\u4f7f\u7528\u7684\u5176\u4ed6\u5546\u696d\u540d\u7a31\u53ef\u80fd\u70ba\u5176\u4ed6\u5546\u6a19\u64c1\u6709\u8005\u5206\u5225\u64c1\u6709\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/pingtungtimes.com.tw\/?p=253655","og_locale":"zh_TW","og_type":"article","og_title":"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848 - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","og_description":"\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u5229\u7528 WEKA \u6578\u64da\u5e73\u53f0\u4f86\u63d0\u4f9b\u66f4\u5b89\u5168\u3001\u6e96\u78ba\u548c\u6709\u6548\u7387\u7684\u4f01\u696d\u7d1a AI \u61c9\u7528 \u7f8e\u570b\u52a0\u5dde\u574e\u8c9d\u723e2024\u5e748\u67088\u65e5 \/\u7f8e\u901a\u793e\/ -- AI \u539f\u751f\u6578\u64da\u5e73\u53f0\u516c\u53f8 WekaIO (WEKA) \u4eca\u5929\u5ba3\u5e03\uff0c\u8207\u900f\u904e\u5efa\u7acb AI \u4ee5\u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u7684 Context AI \u5408\u4f5c\uff0c\u70ba\u5176\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u63d0\u4f9b\u6240\u9700\u7684\u6578\u64da\u57fa\u790e\u8a2d\u65bd\u3002Context AI \u7684 CLM \u4f7f\u7528 Context AI \u958b\u767c\u7684\u4e0b\u4e00\u4ee3\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) \u65b9\u5f0f RAG 2.0 \u9032\u884c\u8a13\u7df4\uff0c\u5176\u76ee\u524d\u7531 WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u6240\u652f\u63f4\u3002CLM \u5728 Contextual AI \u7684\u5e73\u53f0\u4e0a\u70ba\u8ca1\u5bcc 500 \u5f37\u4f01\u696d\u9a45\u52d5\u5b89\u5168\u3001\u6e96\u78ba\u548c\u53ef\u4fe1\u8cf4\u7684 AI \u61c9\u7528\u7a0b\u5f0f\u3002 \u00a0 \u958b\u767c\u4e0b\u4e00\u4ee3\u4f01\u696d\u7d1a AI \u6a21\u578b\u00a0Contextual AI \u6210\u7acb\u65bc 2023 \u5e74\uff0c\u4ee5\u5176\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u70ba\u5f8c\u76fe\uff0c\u63d0\u4f9b\u5efa\u7acb\u4f01\u696d\u7d1a AI \u61c9\u7528\u7a0b\u5f0f\u7684\u7d71\u5305\u5e73\u53f0\u3002\u50b3\u7d71\u7684 RAG \u7ba1\u7dda\u5c07\u7528\u65bc\u5d4c\u5165\u7684\u51cd\u7d50\u6a21\u578b\u3001\u7528\u65bc\u6aa2\u7d22\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u548c\u9ed1\u7bb1\u751f\u6210\u6a21\u578b\u62fc\u63a5\u5728\u4e00\u8d77\uff0cRAG 2.0 \u5247\u8207\u5176\u4e0d\u540c\uff0c\u63d0\u4f9b\u55ae\u4e00\u7684\u7aef\u5c0d\u7aef\u6574\u5408\u7cfb\u7d71\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6e96\u78ba\u5ea6\u3001\u6539\u9032\u5408\u898f\u6027\u3001\u6e1b\u5c11\u4eba\u5de5\u5e7b\u89ba\uff0c\u4e26\u53ef\u5c07\u7b54\u6848\u6b78\u56e0\u65bc\u4f86\u6e90\u6587\u4ef6\u3002 \u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u5c0d\u6548\u80fd\u3001\u6578\u64da\u7ba1\u7406\u548c\u904b\u7b97\u80fd\u529b\u7684\u8981\u6c42\u5f88\u9ad8\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u5728\u8a13\u7df4\u548c\u670d\u52d9\u904e\u7a0b\u8017\u8cbb\u5927\u91cf\u6642\u9593\u548c\u8cc7\u6e90\u3002Contextual AI \u5229\u7528\u5927\u578b\u4e14\u591a\u5143\u5316\u7684\u6578\u64da\u96c6\u8a13\u7df4\u5176 CLM\u3002\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u8a72\u516c\u53f8\u6700\u521d\u9047\u5230\u4e86\u6548\u80fd\u74f6\u9838\u548c\u64f4\u5c55\u6311\u6230\uff0c\u5c0e\u81f4 GPU \u5229\u7528\u7387\u6b20\u4f73\uff0c\u5ef6\u8aa4\u4e86\u5176 AI \u6a21\u578b\u958b\u767c\u6642\u9593\u3002 \u8a2d\u8a08\u6578\u64da\u7ba1\u7406\u7cfb\u7d71\u4ee5\u76e1\u91cf\u63d0\u9ad8 GPU \u5229\u7528\u7387\u63d0\u9ad8 GPU \u5229\u7528\u7387\u5c0d\u65bc\u78ba\u4fdd AI \u7cfb\u7d71\u548c\u5de5\u4f5c\u8ca0\u8f09\u4ee5\u6700\u9ad8\u6548\u7387\u904b\u884c\u81f3\u95dc\u91cd\u8981\u3002WEKA \u8cc7\u6599\u5e73\u53f0\u7684\u5148\u9032 AI \u539f\u751f\u67b6\u69cb\u662f\u5c08\u9580\u70ba\u52a0\u901f AI \u7ba1\u9053\u7684\u6bcf\u4e00\u500b\u6b65\u9a5f\u800c\u8a2d\u8a08\u7684\uff0c\u53ef\u5efa\u7acb\u7121\u969c\u7919\u7684\u6578\u64da\u7ba1\u9053\uff0c\u8b93 GPU \u7684\u6578\u64da\u9054\u5230\u98fd\u548c\uff0c\u5f9e\u800c\u78ba\u4fdd\u80fd\u66f4\u6709\u6548\u7387\u5730\u904b\u4f5c\uff0c\u8b93 AI \u5de5\u4f5c\u8ca0\u8f09\u4ee5\u66f4\u5feb\u548c\u66f4\u53ef\u6301\u7e8c\u7684\u65b9\u5f0f\u904b\u4f5c\u3002WEKA \u7684\u8edf\u4ef6\u89e3\u6c7a\u65b9\u6848\u8207\u96f2\u7aef\u548c\u786c\u4ef6\u7121\u95dc\uff0c\u53ef\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9\uff0c\u5176\u96f6\u8907\u88fd\u3001\u96f6\u8abf\u6574\u7684\u67b6\u69cb\u53ef\u52d5\u614b\u652f\u63f4\u5404\u7a2e AI \u5de5\u4f5c\u8ca0\u8f09\u8a2d\u5b9a\u6a94\uff0c\u5728\u55ae\u4e00\u6578\u64da\u5e73\u53f0\u4e2d\u8655\u7406\u6a21\u578b\u8a13\u7df4\u671f\u9593\u8de8\u8d8a\u6578\u767e\u842c\u500b\u5c0f\u6a94\u6848\u7684\u5143\u6578\u64da\u64cd\u4f5c\uff0c\u4ee5\u53ca\u5728\u6a21\u578b\u6aa2\u67e5\u9ede\u4f5c\u696d\u671f\u9593\u7684\u5927\u91cf\u5beb\u5165\u6548\u80fd\u3002 Contextual AI \u5728 Google Cloud \u4e0a\u90e8\u7f72 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u4ee5\u5efa\u7acb\u9ad8\u6548\u80fd\u7684\u6578\u64da\u57fa\u790e\u67b6\u69cb\u5c64\uff0c\u53ef\u7ba1\u7406\u5176\u6240\u6709\u7528\u65bc AI \u6a21\u578b\u8a13\u7df4\u7684\u6578\u64da\u96c6\uff08\u7e3d\u8a08 100TB\uff09\u3002WEKA \u5e73\u53f0\u5728\u6578\u64da\u6548\u80fd\u4e0a\u6709\u986f\u8457\u7684\u8e8d\u9032\uff0c\u76f4\u63a5\u63d0\u5347\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\uff0c\u4e26\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u6642\u9593\u3002 \u9664\u4e86\u63d0\u4f9b\u5f9e\u5132\u5b58\u5230\u52a0\u901f\u5668\u7684\u5feb\u901f\u6578\u64da\u79fb\u52d5\u5916\uff0cWEKA \u5e73\u53f0\u4ea6\u70ba Contextual AI \u63d0\u4f9b\u4e86\u7121\u7e2b\u7684\u5143\u6578\u64da\u8655\u7406\u3001\u6aa2\u67e5\u9ede\u548c\u6578\u64da\u9810\u8655\u7406\u529f\u80fd\uff0c\u5f9e\u800c\u6d88\u9664\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u6548\u80fd\u74f6\u9838\uff0c\u63d0\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u5e6b\u52a9\u964d\u4f4e\u5176\u96f2\u7aef\u6210\u672c\u3002 Contextual AI \u6280\u8853\u7e3d\u76e3\u517c\u806f\u5408\u5275\u8fa6\u4eba Amanpreet Singh \u8868\u793a\uff1a\u300c\u5728\u96f2\u7aef\u8a13\u7df4\u5927\u898f\u6a21 AI \u6a21\u578b\u9700\u8981\u4e00\u500b\u73fe\u4ee3\u5316\u7684\u6578\u64da\u7ba1\u7406\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u63d0\u4f9b\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u52a0\u5feb\u6a21\u578b\u958b\u767c\u6240\u82b1\u8cbb\u7684\u5be6\u969b\u6642\u9593\u3002\u6709\u4e86 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u6211\u5011\u73fe\u5728\u64c1\u6709\u5f37\u5927\u7684\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u4ee5\u70ba\u4e0b\u4e00\u4ee3 GPU \u63d0\u4f9b\u52d5\u529b\uff0c\u4e26\u5927\u898f\u6a21\u5efa\u7acb\u6700\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002\u5b83\u5c31\u50cf\u9b54\u8853\u4e00\u6a23\uff0c\u53ef\u4ee5\u5c07\u5feb\u901f\u548c\u77ed\u66ab\u7684\u5132\u5b58\u8f49\u5316\u70ba\u6301\u4e45\u800c\u5be6\u60e0\u7684\u6578\u64da\u3002\u300dWEKA \u6578\u64da\u5e73\u53f0\u6240\u5e36\u4f86\u7684\u4e3b\u8981\u6210\u679c\uff1a   3 \u500d\u6548\u80fd\u6539\u9032\uff1a\u7531\u65bc GPU \u4f7f\u7528\u7387\u986f\u8457\u63d0\u9ad8\uff0c\u5728\u95dc\u9375 AI \u4f7f\u7528\u6848\u4f8b\u7684\u6548\u80fd\u63d0\u9ad8\u4e86\u4e09\u500d\u3002  AI \u6a21\u578b\u6aa2\u67e5\u9ede\u901f\u5ea6\u5feb 4 \u500d\uff1a\u6d88\u9664\u6a21\u578b\u6aa2\u67e5\u9ede\u5b8c\u6210\u7684\u5ef6\u9072\uff0c\u4f7f\u6aa2\u67e5\u9ede\u6d41\u7a0b\u52a0\u5feb 4 \u500d\uff0c\u5927\u5e45\u63d0\u9ad8\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\u3002  \u964d\u4f4e 38% \u6210\u672c\uff1a\u00a0\u6bcf TB \u76f8\u95dc\u96f2\u7aef\u5132\u5b58\u6210\u672c\u964d\u4f4e 38%\u3002  WEKA \u7e3d\u88c1 Jonathan Martin \u8868\u793a\uff1a\u300c\u751f\u6210\u5f0f AI \u5e7e\u4e4e\u5177\u6709\u7121\u9650\u7684\u6f5b\u529b\uff0c\u53ef\u4ee5\u70ba\u4f01\u696d\u767c\u63ee\u6d1e\u5bdf\u548c\u5275\u9020\u65b0\u50f9\u503c\uff0c\u4f46\u8a31\u591a\u4f01\u696d\u4ecd\u7136\u9762\u81e8\u6311\u6230\uff0c\u4e0d\u77e5\u5f9e\u4f55\u5165\u624b\uff0c\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u63a8\u9032\u4ed6\u5011\u7684 AI \u9805\u76ee\u3002Contextual AI \u900f\u904e\u5275\u5efa\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u4f01\u696d\u66f4\u5feb\u5730\u5229\u7528 AI \u7684\u6f5b\u529b\uff0c\u70ba\u4f01\u696d AI \u7684\u672a\u4f86\u9032\u884c\u5275\u65b0\u3002WEKA \u5f88\u69ae\u5e78\u80fd\u5920\u5e6b\u52a9 Contextual AI \u514b\u670d\u95dc\u9375\u6578\u64da\u7ba1\u7406\u6311\u6230\uff0c\u5f9e\u800c\u52a0\u901f\u8a13\u7df4\u53ef\u9760\u548c\u503c\u5f97\u4fe1\u8cf4\u7684 AI \u6a21\u578b\uff0c\u63a8\u52d5 AI \u9769\u547d\u3002\u300d \u82e5\u8981\u9032\u4e00\u6b65\u4e86\u89e3 Contextual AI \u5982\u4f55\u8207 WEKA \u5408\u4f5c\u4ee5\u63a8\u52d5\u5176\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\uff0c\u8acb\u9020\u8a2a\uff1ahttps:\/\/www.weka.io\/customers\/contextual-ai\/\u3002 \u95dc\u65bc Contextual AI Contextual AI \u7684\u4f7f\u547d\u662f\u900f\u904e AI \u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u3002\u8a72\u516c\u53f8\u53d7\u5230\u8ca1\u5bcc 500 \u5f37\u516c\u53f8\u7684\u4fe1\u8cf4\uff0c\u5176\u53ef\u5c07\u8907\u96dc\u7684\u4efb\u52d9\u81ea\u52d5\u5316\uff0c\u8b93\u77e5\u8b58\u5de5\u4f5c\u8005\u53ef\u4ee5\u5c08\u6ce8\u65bc\u9ad8\u589e\u503c\u6d3b\u52d5\u3002\u806f\u5408\u5275\u8fa6\u4eba\u517c\u884c\u653f\u7e3d\u88c1 Douwe Kiela \u662f\u539f\u6709\u696d\u754c\u6a19\u6e96 RAG \u6280\u8853\u7684\u5148\u9a45\uff0c\u4e26\u8207\u806f\u5408\u5275\u8fa6\u4eba\u517c\u6280\u8853\u7e3d\u76e3 Amanpreet Singh \u4e00\u540c\u9818\u5c0e\u6211\u5011\u7684\u9802\u5c16\u5c08\u5bb6\u5718\u968a\u3002\u8a72\u5718\u968a\u63a1\u7528\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u548c\u7aef\u5c0d\u7aef\u6a5f\u5668\u5b78\u7fd2\uff0c\u70ba\u4f01\u696d\u63a8\u9032\u53ef\u5b9a\u5236\u7684\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\uff0c\u9069\u7528\u65bc\u9280\u884c\u3001\u534a\u5c0e\u9ad4\u3001\u5a92\u9ad4\u7b49\u591a\u500b\u7528\u4f8b\u548c\u9818\u57df\u3002Context AI \u7e3d\u90e8\u4f4d\u65bc\u7f8e\u570b\u52a0\u5dde\u5c71\u666f\u57ce\uff0c\u5728\u7d10\u7d04\u548c\u502b\u6566\u5747\u8a2d\u6709\u8fa6\u4e8b\u8655\uff0c\u64c1\u6709\u8d85\u904e 30 \u540d\u54e1\u5de5\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd https:\/\/contextual.ai\u3002 \u95dc\u65bc WEKA\u00a0\u00a0WEKA \u6b63\u5728\u70ba AI \u6642\u4ee3\u7684\u4f01\u696d\u6578\u64da\u5806\u758a\u69cb\u5efa\u4e00\u7a2e\u65b0\u65b9\u6cd5\u3002WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u63a1\u7528\u96f2\u7aef\u539f\u751f\u53ca AI \u539f\u751f\u67b6\u69cb\uff0c\u6a39\u7acb AI \u57fa\u790e\u8a2d\u65bd\u7684\u6a19\u7aff\u3002\u8a72\u5e73\u53f0\u53ef\u9748\u6d3b\u90e8\u7f72\u65bc\u4efb\u4f55\u5730\u65b9\uff0c\u652f\u63f4\u672c\u5730\u3001\u96f2\u7aef\u548c\u908a\u7de3\u904b\u7b97\u74b0\u5883\u4e4b\u9593\u7684\u7121\u7e2b\u6578\u64da\u8f49\u79fb\u3002\u8a72\u5e73\u53f0\u5c07\u50b3\u7d71\u6578\u64da\u5b64\u5cf6\u8f49\u5316\u70ba\u52d5\u614b\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u52a0\u901f GPU \u904b\u7b97\u3001AI \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6\u9ad8\u6027\u80fd\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f7f\u4e4b\u80fd\u66f4\u9ad8\u6548\u5730\u904b\u4f5c\u3001\u6e1b\u5c11\u80fd\u8017\uff0c\u4e26\u964d\u4f4e\u76f8\u95dc\u7684\u78b3\u6392\u653e\u3002WEKA \u5e6b\u52a9\u5168\u7403\u6700\u5177\u5275\u65b0\u7cbe\u795e\u7684\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u89e3\u6c7a\u8907\u96dc\u7684\u6578\u64da\u6311\u6230\uff0c\u66f4\u5feb\u901f\u3001\u66f4\u53ef\u6301\u7e8c\u5730\u63a2\u7d22\u65b0\u767c\u73fe\u3001\u898b\u89e3\u548c\u6210\u679c\uff0c\u5176\u5ba2\u6236\u66f4\u662f\u5305\u62ec\u8ca1\u5bcc 50 \u5f37\u4e2d\u7684 12 \u9593\u4f01\u696d\u3002\u8acb\u700f\u89bd www.weka.io \u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u6216\u5728 LinkedIn\u3001X \u548c Facebook \u4e0a\u95dc\u6ce8 WEKA\u3002 \u4e86\u89e3\u70ba\u4f55 WEKA \u5728 Gartner\u00ae\u00a0\u5206\u6563\u5f0f\u6a94\u6848\u7cfb\u7d71\u548c\u7269\u4ef6\u5f0f\u5132\u5b58 Magic Quadrant\u2122\uff08\u9b54\u529b\u8c61\u9650\uff09\u4e2d\u9023\u7e8c\u4e09\u6b21\u7372\u8a55\u70ba\u300c\u9060\u898b\u8005\u300d\uff08Visionary\uff09\u2014\u2014\u7372\u53d6\u5831\u544a\u3002 WEKA \u53ca WEKA \u6a19\u8a8c\u4e43 WekaIO, Inc. \u7684\u8a3b\u518a\u5546\u6a19\u3002\u6b64\u8655\u4f7f\u7528\u7684\u5176\u4ed6\u5546\u696d\u540d\u7a31\u53ef\u80fd\u70ba\u5176\u4ed6\u5546\u6a19\u64c1\u6709\u8005\u5206\u5225\u64c1\u6709\u3002","og_url":"https:\/\/pingtungtimes.com.tw\/?p=253655","og_site_name":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","article_publisher":"https:\/\/www.facebook.com\/pingtungnews","article_published_time":"2024-08-07T22:00:00+00:00","og_image":[{"width":400,"height":190,"url":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/WEKA_v1_Logo.jpg","type":"image\/jpeg"}],"author":"\u7f8e\u901a\u793e","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005:":"\u7f8e\u901a\u793e","\u9810\u4f30\u95b1\u8b80\u6642\u9593":"1 \u5206\u9418"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/pingtungtimes.com.tw\/?p=253655#article","isPartOf":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=253655"},"author":{"name":"\u7f8e\u901a\u793e","@id":"https:\/\/pingtungtimes.com.tw\/#\/schema\/person\/683b937f29ec1537972f6c41e22a2cf3"},"headline":"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848","datePublished":"2024-08-07T22:00:00+00:00","mainEntityOfPage":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=253655"},"wordCount":145,"publisher":{"@id":"https:\/\/pingtungtimes.com.tw\/#organization"},"image":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=253655#primaryimage"},"thumbnailUrl":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/WEKA_v1_Logo.jpg","articleSection":["\u7f8e\u901a\u793e"],"inLanguage":"zh-TW"},{"@type":"WebPage","@id":"https:\/\/pingtungtimes.com.tw\/?p=253655","url":"https:\/\/pingtungtimes.com.tw\/?p=253655","name":"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848 - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","isPartOf":{"@id":"https:\/\/pingtungtimes.com.tw\/#website"},"primaryImageOfPage":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=253655#primaryimage"},"image":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=253655#primaryimage"},"thumbnailUrl":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/WEKA_v1_Logo.jpg","datePublished":"2024-08-07T22:00:00+00:00","description":"\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u5229\u7528 WEKA \u6578\u64da\u5e73\u53f0\u4f86\u63d0\u4f9b\u66f4\u5b89\u5168\u3001\u6e96\u78ba\u548c\u6709\u6548\u7387\u7684\u4f01\u696d\u7d1a AI \u61c9\u7528 \u7f8e\u570b\u52a0\u5dde\u574e\u8c9d\u723e2024\u5e748\u67088\u65e5 \/\u7f8e\u901a\u793e\/ -- AI \u539f\u751f\u6578\u64da\u5e73\u53f0\u516c\u53f8 WekaIO (WEKA) \u4eca\u5929\u5ba3\u5e03\uff0c\u8207\u900f\u904e\u5efa\u7acb AI \u4ee5\u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u7684 Context AI \u5408\u4f5c\uff0c\u70ba\u5176\u4e0a\u4e0b\u6587\u8a9e\u8a00\u6a21\u578b (CLM) \u63d0\u4f9b\u6240\u9700\u7684\u6578\u64da\u57fa\u790e\u8a2d\u65bd\u3002Context AI \u7684 CLM \u4f7f\u7528 Context AI \u958b\u767c\u7684\u4e0b\u4e00\u4ee3\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) \u65b9\u5f0f RAG 2.0 \u9032\u884c\u8a13\u7df4\uff0c\u5176\u76ee\u524d\u7531 WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u6240\u652f\u63f4\u3002CLM \u5728 Contextual AI \u7684\u5e73\u53f0\u4e0a\u70ba\u8ca1\u5bcc 500 \u5f37\u4f01\u696d\u9a45\u52d5\u5b89\u5168\u3001\u6e96\u78ba\u548c\u53ef\u4fe1\u8cf4\u7684 AI \u61c9\u7528\u7a0b\u5f0f\u3002 \u00a0 \u958b\u767c\u4e0b\u4e00\u4ee3\u4f01\u696d\u7d1a AI \u6a21\u578b\u00a0Contextual AI \u6210\u7acb\u65bc 2023 \u5e74\uff0c\u4ee5\u5176\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u70ba\u5f8c\u76fe\uff0c\u63d0\u4f9b\u5efa\u7acb\u4f01\u696d\u7d1a AI \u61c9\u7528\u7a0b\u5f0f\u7684\u7d71\u5305\u5e73\u53f0\u3002\u50b3\u7d71\u7684 RAG \u7ba1\u7dda\u5c07\u7528\u65bc\u5d4c\u5165\u7684\u51cd\u7d50\u6a21\u578b\u3001\u7528\u65bc\u6aa2\u7d22\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u548c\u9ed1\u7bb1\u751f\u6210\u6a21\u578b\u62fc\u63a5\u5728\u4e00\u8d77\uff0cRAG 2.0 \u5247\u8207\u5176\u4e0d\u540c\uff0c\u63d0\u4f9b\u55ae\u4e00\u7684\u7aef\u5c0d\u7aef\u6574\u5408\u7cfb\u7d71\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6e96\u78ba\u5ea6\u3001\u6539\u9032\u5408\u898f\u6027\u3001\u6e1b\u5c11\u4eba\u5de5\u5e7b\u89ba\uff0c\u4e26\u53ef\u5c07\u7b54\u6848\u6b78\u56e0\u65bc\u4f86\u6e90\u6587\u4ef6\u3002 \u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u5c0d\u6548\u80fd\u3001\u6578\u64da\u7ba1\u7406\u548c\u904b\u7b97\u80fd\u529b\u7684\u8981\u6c42\u5f88\u9ad8\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u5728\u8a13\u7df4\u548c\u670d\u52d9\u904e\u7a0b\u8017\u8cbb\u5927\u91cf\u6642\u9593\u548c\u8cc7\u6e90\u3002Contextual AI \u5229\u7528\u5927\u578b\u4e14\u591a\u5143\u5316\u7684\u6578\u64da\u96c6\u8a13\u7df4\u5176 CLM\u3002\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u8a72\u516c\u53f8\u6700\u521d\u9047\u5230\u4e86\u6548\u80fd\u74f6\u9838\u548c\u64f4\u5c55\u6311\u6230\uff0c\u5c0e\u81f4 GPU \u5229\u7528\u7387\u6b20\u4f73\uff0c\u5ef6\u8aa4\u4e86\u5176 AI \u6a21\u578b\u958b\u767c\u6642\u9593\u3002 \u8a2d\u8a08\u6578\u64da\u7ba1\u7406\u7cfb\u7d71\u4ee5\u76e1\u91cf\u63d0\u9ad8 GPU \u5229\u7528\u7387\u63d0\u9ad8 GPU \u5229\u7528\u7387\u5c0d\u65bc\u78ba\u4fdd AI \u7cfb\u7d71\u548c\u5de5\u4f5c\u8ca0\u8f09\u4ee5\u6700\u9ad8\u6548\u7387\u904b\u884c\u81f3\u95dc\u91cd\u8981\u3002WEKA \u8cc7\u6599\u5e73\u53f0\u7684\u5148\u9032 AI \u539f\u751f\u67b6\u69cb\u662f\u5c08\u9580\u70ba\u52a0\u901f AI \u7ba1\u9053\u7684\u6bcf\u4e00\u500b\u6b65\u9a5f\u800c\u8a2d\u8a08\u7684\uff0c\u53ef\u5efa\u7acb\u7121\u969c\u7919\u7684\u6578\u64da\u7ba1\u9053\uff0c\u8b93 GPU \u7684\u6578\u64da\u9054\u5230\u98fd\u548c\uff0c\u5f9e\u800c\u78ba\u4fdd\u80fd\u66f4\u6709\u6548\u7387\u5730\u904b\u4f5c\uff0c\u8b93 AI \u5de5\u4f5c\u8ca0\u8f09\u4ee5\u66f4\u5feb\u548c\u66f4\u53ef\u6301\u7e8c\u7684\u65b9\u5f0f\u904b\u4f5c\u3002WEKA \u7684\u8edf\u4ef6\u89e3\u6c7a\u65b9\u6848\u8207\u96f2\u7aef\u548c\u786c\u4ef6\u7121\u95dc\uff0c\u53ef\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9\uff0c\u5176\u96f6\u8907\u88fd\u3001\u96f6\u8abf\u6574\u7684\u67b6\u69cb\u53ef\u52d5\u614b\u652f\u63f4\u5404\u7a2e AI \u5de5\u4f5c\u8ca0\u8f09\u8a2d\u5b9a\u6a94\uff0c\u5728\u55ae\u4e00\u6578\u64da\u5e73\u53f0\u4e2d\u8655\u7406\u6a21\u578b\u8a13\u7df4\u671f\u9593\u8de8\u8d8a\u6578\u767e\u842c\u500b\u5c0f\u6a94\u6848\u7684\u5143\u6578\u64da\u64cd\u4f5c\uff0c\u4ee5\u53ca\u5728\u6a21\u578b\u6aa2\u67e5\u9ede\u4f5c\u696d\u671f\u9593\u7684\u5927\u91cf\u5beb\u5165\u6548\u80fd\u3002 Contextual AI \u5728 Google Cloud \u4e0a\u90e8\u7f72 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u4ee5\u5efa\u7acb\u9ad8\u6548\u80fd\u7684\u6578\u64da\u57fa\u790e\u67b6\u69cb\u5c64\uff0c\u53ef\u7ba1\u7406\u5176\u6240\u6709\u7528\u65bc AI \u6a21\u578b\u8a13\u7df4\u7684\u6578\u64da\u96c6\uff08\u7e3d\u8a08 100TB\uff09\u3002WEKA \u5e73\u53f0\u5728\u6578\u64da\u6548\u80fd\u4e0a\u6709\u986f\u8457\u7684\u8e8d\u9032\uff0c\u76f4\u63a5\u63d0\u5347\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\uff0c\u4e26\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u6642\u9593\u3002 \u9664\u4e86\u63d0\u4f9b\u5f9e\u5132\u5b58\u5230\u52a0\u901f\u5668\u7684\u5feb\u901f\u6578\u64da\u79fb\u52d5\u5916\uff0cWEKA \u5e73\u53f0\u4ea6\u70ba Contextual AI \u63d0\u4f9b\u4e86\u7121\u7e2b\u7684\u5143\u6578\u64da\u8655\u7406\u3001\u6aa2\u67e5\u9ede\u548c\u6578\u64da\u9810\u8655\u7406\u529f\u80fd\uff0c\u5f9e\u800c\u6d88\u9664\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u6548\u80fd\u74f6\u9838\uff0c\u63d0\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u5e6b\u52a9\u964d\u4f4e\u5176\u96f2\u7aef\u6210\u672c\u3002 Contextual AI \u6280\u8853\u7e3d\u76e3\u517c\u806f\u5408\u5275\u8fa6\u4eba Amanpreet Singh \u8868\u793a\uff1a\u300c\u5728\u96f2\u7aef\u8a13\u7df4\u5927\u898f\u6a21 AI \u6a21\u578b\u9700\u8981\u4e00\u500b\u73fe\u4ee3\u5316\u7684\u6578\u64da\u7ba1\u7406\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u63d0\u4f9b\u9ad8 GPU \u5229\u7528\u7387\uff0c\u4e26\u52a0\u5feb\u6a21\u578b\u958b\u767c\u6240\u82b1\u8cbb\u7684\u5be6\u969b\u6642\u9593\u3002\u6709\u4e86 WEKA \u6578\u64da\u5e73\u53f0\uff0c\u6211\u5011\u73fe\u5728\u64c1\u6709\u5f37\u5927\u7684\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u4ee5\u70ba\u4e0b\u4e00\u4ee3 GPU \u63d0\u4f9b\u52d5\u529b\uff0c\u4e26\u5927\u898f\u6a21\u5efa\u7acb\u6700\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002\u5b83\u5c31\u50cf\u9b54\u8853\u4e00\u6a23\uff0c\u53ef\u4ee5\u5c07\u5feb\u901f\u548c\u77ed\u66ab\u7684\u5132\u5b58\u8f49\u5316\u70ba\u6301\u4e45\u800c\u5be6\u60e0\u7684\u6578\u64da\u3002\u300dWEKA \u6578\u64da\u5e73\u53f0\u6240\u5e36\u4f86\u7684\u4e3b\u8981\u6210\u679c\uff1a 3 \u500d\u6548\u80fd\u6539\u9032\uff1a\u7531\u65bc GPU \u4f7f\u7528\u7387\u986f\u8457\u63d0\u9ad8\uff0c\u5728\u95dc\u9375 AI \u4f7f\u7528\u6848\u4f8b\u7684\u6548\u80fd\u63d0\u9ad8\u4e86\u4e09\u500d\u3002 AI \u6a21\u578b\u6aa2\u67e5\u9ede\u901f\u5ea6\u5feb 4 \u500d\uff1a\u6d88\u9664\u6a21\u578b\u6aa2\u67e5\u9ede\u5b8c\u6210\u7684\u5ef6\u9072\uff0c\u4f7f\u6aa2\u67e5\u9ede\u6d41\u7a0b\u52a0\u5feb 4 \u500d\uff0c\u5927\u5e45\u63d0\u9ad8\u958b\u767c\u4eba\u54e1\u7684\u751f\u7522\u529b\u3002 \u964d\u4f4e 38% \u6210\u672c\uff1a\u00a0\u6bcf TB \u76f8\u95dc\u96f2\u7aef\u5132\u5b58\u6210\u672c\u964d\u4f4e 38%\u3002 WEKA \u7e3d\u88c1 Jonathan Martin \u8868\u793a\uff1a\u300c\u751f\u6210\u5f0f AI \u5e7e\u4e4e\u5177\u6709\u7121\u9650\u7684\u6f5b\u529b\uff0c\u53ef\u4ee5\u70ba\u4f01\u696d\u767c\u63ee\u6d1e\u5bdf\u548c\u5275\u9020\u65b0\u50f9\u503c\uff0c\u4f46\u8a31\u591a\u4f01\u696d\u4ecd\u7136\u9762\u81e8\u6311\u6230\uff0c\u4e0d\u77e5\u5f9e\u4f55\u5165\u624b\uff0c\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u63a8\u9032\u4ed6\u5011\u7684 AI \u9805\u76ee\u3002Contextual AI \u900f\u904e\u5275\u5efa\u5148\u9032\u7684\u751f\u6210\u5f0f AI \u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u4f01\u696d\u66f4\u5feb\u5730\u5229\u7528 AI \u7684\u6f5b\u529b\uff0c\u70ba\u4f01\u696d AI \u7684\u672a\u4f86\u9032\u884c\u5275\u65b0\u3002WEKA \u5f88\u69ae\u5e78\u80fd\u5920\u5e6b\u52a9 Contextual AI \u514b\u670d\u95dc\u9375\u6578\u64da\u7ba1\u7406\u6311\u6230\uff0c\u5f9e\u800c\u52a0\u901f\u8a13\u7df4\u53ef\u9760\u548c\u503c\u5f97\u4fe1\u8cf4\u7684 AI \u6a21\u578b\uff0c\u63a8\u52d5 AI \u9769\u547d\u3002\u300d \u82e5\u8981\u9032\u4e00\u6b65\u4e86\u89e3 Contextual AI \u5982\u4f55\u8207 WEKA \u5408\u4f5c\u4ee5\u63a8\u52d5\u5176\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848\uff0c\u8acb\u9020\u8a2a\uff1ahttps:\/\/www.weka.io\/customers\/contextual-ai\/\u3002 \u95dc\u65bc Contextual AI Contextual AI \u7684\u4f7f\u547d\u662f\u900f\u904e AI \u6539\u8b8a\u4e16\u754c\u904b\u4f5c\u65b9\u5f0f\u3002\u8a72\u516c\u53f8\u53d7\u5230\u8ca1\u5bcc 500 \u5f37\u516c\u53f8\u7684\u4fe1\u8cf4\uff0c\u5176\u53ef\u5c07\u8907\u96dc\u7684\u4efb\u52d9\u81ea\u52d5\u5316\uff0c\u8b93\u77e5\u8b58\u5de5\u4f5c\u8005\u53ef\u4ee5\u5c08\u6ce8\u65bc\u9ad8\u589e\u503c\u6d3b\u52d5\u3002\u806f\u5408\u5275\u8fa6\u4eba\u517c\u884c\u653f\u7e3d\u88c1 Douwe Kiela \u662f\u539f\u6709\u696d\u754c\u6a19\u6e96 RAG \u6280\u8853\u7684\u5148\u9a45\uff0c\u4e26\u8207\u806f\u5408\u5275\u8fa6\u4eba\u517c\u6280\u8853\u7e3d\u76e3 Amanpreet Singh \u4e00\u540c\u9818\u5c0e\u6211\u5011\u7684\u9802\u5c16\u5c08\u5bb6\u5718\u968a\u3002\u8a72\u5718\u968a\u63a1\u7528\u6700\u5148\u9032\u7684 RAG 2.0 \u6280\u8853\u548c\u7aef\u5c0d\u7aef\u6a5f\u5668\u5b78\u7fd2\uff0c\u70ba\u4f01\u696d\u63a8\u9032\u53ef\u5b9a\u5236\u7684\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\uff0c\u9069\u7528\u65bc\u9280\u884c\u3001\u534a\u5c0e\u9ad4\u3001\u5a92\u9ad4\u7b49\u591a\u500b\u7528\u4f8b\u548c\u9818\u57df\u3002Context AI \u7e3d\u90e8\u4f4d\u65bc\u7f8e\u570b\u52a0\u5dde\u5c71\u666f\u57ce\uff0c\u5728\u7d10\u7d04\u548c\u502b\u6566\u5747\u8a2d\u6709\u8fa6\u4e8b\u8655\uff0c\u64c1\u6709\u8d85\u904e 30 \u540d\u54e1\u5de5\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd https:\/\/contextual.ai\u3002 \u95dc\u65bc WEKA\u00a0\u00a0WEKA \u6b63\u5728\u70ba AI \u6642\u4ee3\u7684\u4f01\u696d\u6578\u64da\u5806\u758a\u69cb\u5efa\u4e00\u7a2e\u65b0\u65b9\u6cd5\u3002WEKA\u00ae\u00a0\u6578\u64da\u5e73\u53f0\u63a1\u7528\u96f2\u7aef\u539f\u751f\u53ca AI \u539f\u751f\u67b6\u69cb\uff0c\u6a39\u7acb AI \u57fa\u790e\u8a2d\u65bd\u7684\u6a19\u7aff\u3002\u8a72\u5e73\u53f0\u53ef\u9748\u6d3b\u90e8\u7f72\u65bc\u4efb\u4f55\u5730\u65b9\uff0c\u652f\u63f4\u672c\u5730\u3001\u96f2\u7aef\u548c\u908a\u7de3\u904b\u7b97\u74b0\u5883\u4e4b\u9593\u7684\u7121\u7e2b\u6578\u64da\u8f49\u79fb\u3002\u8a72\u5e73\u53f0\u5c07\u50b3\u7d71\u6578\u64da\u5b64\u5cf6\u8f49\u5316\u70ba\u52d5\u614b\u6578\u64da\u7ba1\u9053\uff0c\u53ef\u52a0\u901f GPU \u904b\u7b97\u3001AI \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u4ee5\u53ca\u5176\u4ed6\u9ad8\u6027\u80fd\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f7f\u4e4b\u80fd\u66f4\u9ad8\u6548\u5730\u904b\u4f5c\u3001\u6e1b\u5c11\u80fd\u8017\uff0c\u4e26\u964d\u4f4e\u76f8\u95dc\u7684\u78b3\u6392\u653e\u3002WEKA \u5e6b\u52a9\u5168\u7403\u6700\u5177\u5275\u65b0\u7cbe\u795e\u7684\u4f01\u696d\u548c\u7814\u7a76\u6a5f\u69cb\u89e3\u6c7a\u8907\u96dc\u7684\u6578\u64da\u6311\u6230\uff0c\u66f4\u5feb\u901f\u3001\u66f4\u53ef\u6301\u7e8c\u5730\u63a2\u7d22\u65b0\u767c\u73fe\u3001\u898b\u89e3\u548c\u6210\u679c\uff0c\u5176\u5ba2\u6236\u66f4\u662f\u5305\u62ec\u8ca1\u5bcc 50 \u5f37\u4e2d\u7684 12 \u9593\u4f01\u696d\u3002\u8acb\u700f\u89bd www.weka.io \u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u6216\u5728 LinkedIn\u3001X \u548c Facebook \u4e0a\u95dc\u6ce8 WEKA\u3002 \u4e86\u89e3\u70ba\u4f55 WEKA \u5728 Gartner\u00ae\u00a0\u5206\u6563\u5f0f\u6a94\u6848\u7cfb\u7d71\u548c\u7269\u4ef6\u5f0f\u5132\u5b58 Magic Quadrant\u2122\uff08\u9b54\u529b\u8c61\u9650\uff09\u4e2d\u9023\u7e8c\u4e09\u6b21\u7372\u8a55\u70ba\u300c\u9060\u898b\u8005\u300d\uff08Visionary\uff09\u2014\u2014\u7372\u53d6\u5831\u544a\u3002 WEKA \u53ca WEKA \u6a19\u8a8c\u4e43 WekaIO, Inc. \u7684\u8a3b\u518a\u5546\u6a19\u3002\u6b64\u8655\u4f7f\u7528\u7684\u5176\u4ed6\u5546\u696d\u540d\u7a31\u53ef\u80fd\u70ba\u5176\u4ed6\u5546\u6a19\u64c1\u6709\u8005\u5206\u5225\u64c1\u6709\u3002","breadcrumb":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=253655#breadcrumb"},"inLanguage":"zh-TW","potentialAction":[{"@type":"ReadAction","target":["https:\/\/pingtungtimes.com.tw\/?p=253655"]}]},{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/pingtungtimes.com.tw\/?p=253655#primaryimage","url":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/WEKA_v1_Logo.jpg","contentUrl":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/WEKA_v1_Logo.jpg","width":400,"height":190},{"@type":"BreadcrumbList","@id":"https:\/\/pingtungtimes.com.tw\/?p=253655#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9801","item":"https:\/\/pingtungtimes.com.tw\/"},{"@type":"ListItem","position":2,"name":"WEKA \u8207 Contextual AI \u5408\u4f5c\u5728 Google Cloud \u4e0a\u9a45\u52d5\u53ef\u96a8\u6642\u6295\u7522\u7684\u4f01\u696d AI \u89e3\u6c7a\u65b9\u6848"}]},{"@type":"WebSite","@id":"https:\/\/pingtungtimes.com.tw\/#website","url":"https:\/\/pingtungtimes.com.tw\/","name":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","description":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831PingtungTimes\uff0c\u6700\u95dc\u5fc3\u5728\u5730\u7684\u5a92\u9ad4","publisher":{"@id":"https:\/\/pingtungtimes.com.tw\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pingtungtimes.com.tw\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-TW"},{"@type":"Organization","@id":"https:\/\/pingtungtimes.com.tw\/#organization","name":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","url":"https:\/\/pingtungtimes.com.tw\/","logo":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/pingtungtimes.com.tw\/#\/schema\/logo\/image\/","url":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/02\/logo-150.png","contentUrl":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/02\/logo-150.png","width":150,"height":150,"caption":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831"},"image":{"@id":"https:\/\/pingtungtimes.com.tw\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/pingtungnews"]},{"@type":"Person","@id":"https:\/\/pingtungtimes.com.tw\/#\/schema\/person\/683b937f29ec1537972f6c41e22a2cf3","name":"\u7f8e\u901a\u793e","image":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/secure.gravatar.com\/avatar\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g","caption":"\u7f8e\u901a\u793e"},"url":"https:\/\/pingtungtimes.com.tw\/?author=16"}]}},"_links":{"self":[{"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/253655","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=253655"}],"version-history":[{"count":0,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/253655\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/media\/253656"}],"wp:attachment":[{"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=253655"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=253655"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=253655"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}