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(This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114jnews 域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init 操作或之后加载。 请查阅调试 WordPress来获取更多信息。 （这个消息是在 6.7.0 版本添加的。） in /data/user/htdocs/wp-includes/functions.php on line 6114jnews-like 域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init 操作或之后加载。 请查阅调试 WordPress来获取更多信息。 （这个消息是在 6.7.0 版本添加的。） in /data/user/htdocs/wp-includes/functions.php on line 6114\u4e00\u4e2a\u65b0\u7684\u9996\u5b57\u6bcd\u7f29\u5199\u8bcd\u6b63\u5728\u8bed\u8a00\u884c\u4e1a\u9010\u6e10\u6d41\u884c\u8d77\u6765\uff1a \u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08Retrieval Augmented Generation\uff09\uff0c\u53c8\u79f0 RAG\uff0c\u662f\u4e00\u79cd\u5229\u7528\u63d0\u793a\u6765\u6307\u5bfc\u00a0\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/a>\u00a0(LLMs) \u4e0e\u77e5\u8bc6\u3001\u6570\u636e\u548c\u4e0a\u4e0b\u6587\u76f8\u7ed3\u5408\u3002<\/p>\n \u6362\u53e5\u8bdd\u8bf4\uff0cRAG 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\u6708\u8fdc\u7a0b SlatorCon<\/a>,\u00a0Roeland Hofkens<\/a>\u9996\u5e2d\u4ea7\u54c1\u548c\u6280\u672f\u5b98\u00a0\u8bed\u8a00\u7ebf<\/a>LanguageWire\u89e3\u91ca\u8bf4\uff0c\u5bf9\u4e8e\u8fd9\u4e9b\u516c\u53f8\u6765\u8bf4\uff0c\u5efa\u7acb\u4e00\u4e2a\u65b0\u7684\u3001\u5b9a\u5236\u7684LLM\u662f\u975e\u5e38\u56f0\u96be\u548c\u6602\u8d35\u7684\uff1b\u5bf9\u4e00\u4e2a\u57fa\u7840\u6a21\u578b\u8fdb\u884c\u5168\u9762\u7684\u5fae\u8c03\u6216\u6301\u7eed\u7684\u8bad\u7ec3\u4ecd\u7136\u5177\u6709\u6311\u6218\u6027\uff0c\u800c\u4e14\u6210\u672c\u9ad8\u6602\uff0c\u5f88\u96be\u6839\u636e\u4e0d\u65ad\u53d8\u5316\u7684\u6570\u636e\u8fdb\u884c\u7ef4\u62a4\u3002<\/p>\n \u56e0\u6b64\uff0cLanguageWire \u5f00\u59cb\u5229\u7528\u5ba2\u6237\u7684\u8bed\u8a00\u8d44\u4ea7\u6765\u5efa\u7acb\u4e00\u4e2a\u81ea\u52a8\u5316\u7684 RAG \u7ba1\u9053\uff0c\u4ee5\u652f\u6301\u66f4\u597d\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n \u6807\u51c6\u7684 RAG \u6d41\u7a0b\u9996\u5148\u901a\u8fc7\u67e5\u770b\u539f\u59cb\u63d0\u793a\u6765\u5206\u6790\u7528\u6237\u7684\u610f\u56fe\u3002 \u7136\u540e\uff0c\u7cfb\u7edf\u4f1a\u641c\u7d22\u53ef\u80fd\u4e0e\u8be5\u63d0\u793a\u76f8\u5173\u7684\u6570\u636e\uff08\u5305\u62ec\u6587\u6863\u3001\u6570\u636e\u5e93\u548c\u5176\u4ed6\u683c\u5f0f\uff09\u3002 \u7cfb\u7edf\u4f1a\u8bc6\u522b\u5339\u914d\u7684\u7247\u6bb5\uff0c\u68c0\u7d22\u6587\u672c\uff0c\u5e76\u4f7f\u7528\u8fd9\u4e9b\u6587\u672c\u521b\u5efa\u66f4\u4e30\u5bcc\u7684\u63d0\u793a\u3002<\/p>\n \u8fd9\u4e2a\u589e\u5f3a\u7684\u63d0\u793a\u5c06\u6240\u6709\u6570\u636e\u62fc\u63a5\u5728\u4e00\u8d77\uff0c\u5305\u542b\u4e86\u66f4\u591a\u7684\u4e1a\u52a1\u4fe1\u606f\u3002 \u5f53\u8f93\u5165\u5230 LLM \u65f6\uff0c\u5b83\u5e94\u8be5\u4f1a\u8fd4\u56de\u66f4\u76f8\u5173\u7684\u56de\u590d\u3002<\/p>\n \u7f16\u8f91\u5de5\u5177\u7684\u6f14\u53d8<\/b><\/strong><\/p>\n LanguageWire 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\u65b0\u67b6\u6784\u7528 “\u5185\u5bb9\u8bb0\u5fc6”\uff08\u5ba2\u6237\u53d1\u9001\u7ed9 LSP \u7684\u6587\u4ef6\uff09\u53d6\u4ee3\u4e86 TM\u3002 \u8fd9\u4e9b\u6587\u4ef6\u53ef\u80fd\u5305\u62ec Word\u3001PowerPoint\u3001XML \u548c\u5176\u4ed6\u6587\u4ef6\u7c7b\u578b\u3002 \u5185\u5bb9\u8bb0\u5fc6\u7684\u5438\u5f15\u529b\u5728\u4e8e\uff0c\u5b83\u4eec\u5305\u542b\u66f4\u591a\u7528\u4e8e\u8bed\u4e49\u641c\u7d22\u7684\u5355\u8bcd\uff0c\u4f8b\u5982\uff0c\u4e0e\u7b80\u5355\u7684\u7247\u6bb5\u76f8\u6bd4\uff0c\u4e00\u4e2a\u6bb5\u843d\u6216\u66f4\u9ad8\u5c42\u6b21\u7684\u5185\u5bb9\u3002<\/p>\n \u5c06\u8fd9\u4e9b\u4e0a\u4e0b\u6587 “\u5757 “\u653e\u5165\u6570\u636e\u5e93\uff0c\u7136\u540e\u518d\u653e\u5165\u77e2\u91cf\u6570\u636e\u5e93\uff0c\u5c31\u80fd\u4e3a\u8bed\u4e49\u641c\u7d22\u63d0\u4f9b\u66f4\u5927\u7684\u4fe1\u606f\u5757\uff0c\u8fdb\u800c\u4ea7\u751f\u66f4\u9ad8\u8d28\u91cf\u7684\u8865\u5168\u3002<\/p>\n \u5f53 LanguageWire \u6ce8\u610f\u5230\u8f83\u5927\u7684\u8bed\u5757\uff08\u5373\u5305\u542b\u8f83\u591a\u6587\u672c\u7684\u8bed\u5757\uff09\u6709\u52a9\u4e8e\u641c\u7d22\u8bc6\u522b\u66f4\u591a\u8bed\u4e49\u76f8\u4f3c\u6027\u65f6\uff0c\u5c31\u91c7\u7528\u4e86\u7b2c\u4e09\u5c42\u67b6\u6784\u3002<\/p>\n \u77e2\u91cf\u6570\u636e\u5e93\u6267\u884c\u8bed\u4e49\u641c\u7d22\uff0c\u5e76\u6839\u636e\u76f8\u4f3c\u5ea6\u5bf9\u7ed3\u679c\u8fdb\u884c\u6392\u5e8f\u3002 \u7136\u540e\uff0c\u7cfb\u7edf\u8bc6\u522b\u51fa “\u9876\u7ea7 “\u8bed\u5757\uff0c\u5e76\u5c06\u5176\u53d1\u9001\u7ed9 LLM \u8fdb\u884c\u6458\u8981\uff0c\u5c06\u5176\u538b\u7f29\u6210\u4e00\u4e2a\u8f83\u5c0f\u7684\u6587\u672c\u96c6\uff0c\u5176\u4e2d\u4ecd\u5305\u542b\u6240\u6709\u76f8\u5173\u5173\u952e\u8bcd\uff0c\u5e76\u7b26\u5408\u6700\u7ec8\u63d0\u793a\u3002 \u7136\u540e\u5c06\u6539\u8fdb\u540e\u7684\u63d0\u793a\u63d2\u5165\uff0c\u751f\u6210\u6700\u7ec8\u8f93\u51fa\u3002<\/p>\n \u8d28\u91cf\u98de\u8dc3<\/b><\/strong><\/p>\n Hofkens \u8865\u5145\u8bf4\uff1a”\u8fd9\u79cd\u591a\u6b65\u9aa4 RAG \u65b9\u6cd5\u4f7f\u7528 LLM \u5bf9 RAG \u672c\u8eab\u8fdb\u884c\u6539\u8fdb\uff0c”\u4f7f\u6211\u4eec\u7684\u8d28\u91cf\u53c8\u6709\u4e86\u4e00\u6b21\u98de\u8dc3\uff0c\u56e0\u4e3a\u6211\u4eec\u80fd\u591f\u81ea\u52a8\u751f\u6210\u66f4\u9002\u5408 LLM \u7684\u66f4\u597d\u63d0\u793a\u3002<\/p>\n \u8be5\u4ea7\u54c1\u76ee\u524d\u5904\u4e8e\u6d4b\u8bd5\u9636\u6bb5\uff0cLanguageWire \u8ba1\u5212\u4e8e 2024 \u5e74 9 \u6708\u5168\u9762\u516c\u5f00\u53d1\u5e03\u3002<\/p>\n \u4e0d\u8fc7\uff0c\u5373\u4f7f\u5230\u90a3\u65f6\uff0c\u4e5f\u53ef\u80fd\u4f1a\u6709\u91cd\u5927\u53d8\u5316\u3002 “\u970d\u592b\u80af\u65af\u6307\u51fa\uff1a”[RAG]\u662f\u4e00\u4e2a\u975e\u5e38\u975e\u5e38\u6d3b\u8dc3\u7684\u7814\u7a76\u9886\u57df\u3002 \u76ee\u524d\u7684\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u5728\u7b80\u5355\u3001\u5c11\u91cf\u7684\u65b9\u6cd5\u4e0a\uff0c\u6839\u636e\u7ffb\u8bd1\u5de5\u5177\u4e66\u4e2d\u7684\u7c7b\u4f3c\u7ffb\u8bd1\u6765\u5236\u4f5c\u63d0\u793a\u3002<\/p>\n \u76ee\u524d\uff0c\u8d85\u5feb\u548c\u4ee5 MT \u4e3a\u91cd\u70b9\u7684\u7ffb\u8bd1\u6a21\u578b\u6bd4 LLM \u66f4\u9002\u5408\u7ffb\u8bd1\uff0c\u4f46\u970d\u592b\u80af\u65af\u9884\u8ba1\uff0c\u9650\u5236 LLM \u7684\u901f\u5ea6\u548c\u6210\u672c\u52a3\u52bf\u5c06\u5f88\u5feb\u6d88\u5931\u3002<\/p>\n \u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u786c\u4ef6\u5373\u5c06\u9762\u4e16<\/b><\/strong><\/p>\n “\u970d\u592b\u80af\u65af\u8bf4\uff1a”\u73b0\u5728\u6709\u4e00\u4e9b\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u786c\u4ef6\u5373\u5c06\u9762\u4e16\uff0c\u5b83\u4eec\u5c06\u52a0\u5feb\u673a\u5668\u7ffb\u8bd1\u7684\u901f\u5ea6\uff0c\u5e76\u5927\u5e45\u964d\u4f4e\u6210\u672c\u3002 “\u6240\u4ee5\uff0c\u4f60\u77e5\u9053\uff0c\u6211\u4eec\u5e94\u8be5\u5c1d\u8bd5\u90a3\u4e9b\u53ef\u80fd\u5e26\u6765\u66f4\u597d\u673a\u5668\u7ffb\u8bd1\u7684\u6280\u672f\u3002<\/p>\n \u4f8b\u5982\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u6700\u521d\u76f8\u5f53\u5c0f\uff0c\u4f46\u73b0\u5728\u5df2\u7ecf\u6269\u5927\u4e86\uff0c\u53cc\u5b50\u5ea7\u73b0\u5728\u6709 100 \u4e07\u4e2a\u6807\u8bb0–\u8db3\u591f\u5728\u4e00\u4e2a\u63d0\u793a\u4e2d\u5bb9\u7eb3 1,500 \u9875\u6587\u672c\u7684 “\u7a7a\u95f4”\u3002 \u4f46 RAG \u4ecd\u7136\u5177\u6709\u4f18\u52bf\uff0c\u7279\u522b\u662f\u5728\u8fd0\u8425\u6210\u672c\u3001\u53ec\u56de\u7387\u548c\u7cbe\u786e\u5ea6\u65b9\u9762\u3002<\/p>\n \u76ee\u524d\u6b63\u5728\u4f7f\u7528 LLM \u6765\u8bc4\u4f30 RAG \u6240\u53cd\u9988\u7684\u4fe1\u606f\uff0c\u4ee5\u8bc4\u4f30\u8fd9\u4e9b\u4fe1\u606f\u662f\u53ef\u4ee5\u7ee7\u7eed\u4f7f\u7528\uff0c\u8fd8\u662f\u9700\u8981\u8fdb\u884c\u65b0\u4e00\u8f6e\u7684 RAG\u3002<\/p>\n \u9664\u4e86\u6280\u672f\u4e4b\u5916\uff0c\u970d\u592b\u80af\u65af\u8fd8\u63d0\u9192\u4e0e\u4f1a\u8005\uff0c\u4e0e\u5ba2\u6237\u7684\u5173\u7cfb\u5bf9\u4e8e\u7279\u5b9a\u7ba1\u9053\u6216\u7cfb\u7edf\u7684\u6210\u529f\u81f3\u5173\u91cd\u8981\u3002<\/p>\n “\u6211\u4eec\u5e76\u4e0d\u638c\u63e1\u5ba2\u6237\u7684\u6240\u6709\u4fe1\u606f\u3002 \u6211\u4eec\u62e5\u6709\u4ed6\u4eec\u53d1\u9001\u7ed9\u6211\u4eec\u7684\u7ffb\u8bd1\u5185\u5bb9\uff0c\u800c\u8fd9\u4e9b\u5185\u5bb9\u6700\u7ec8\u90fd\u4f1a\u51fa\u73b0\u5728 TMS \u4e2d\u3002 \u56e0\u6b64\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u591a\u8bed\u8a00\u6570\u636e\u96c6\uff0c\u4f46\u5e76\u4e0d\u80fd\u6db5\u76d6\u6240\u6709\u5185\u5bb9\uff0c”\u970d\u592b\u80af\u65af\u8bf4\u3002 “\u57fa\u672c\u4e0a\uff0c\u4f60\u9700\u8981\u7528\u8fd9\u4e9b\u4e0d\u540c\u7684\u6570\u636e\u96c6\u7ec4\u6210\u4f60\u7684 RAG \u7ba1\u9053\u3002<\/p>\n \uff08\u673a\u5668\u7ffb\u8bd1\uff0c\u8f7b\u5ea6\u8bd1\u540e\u7f16\u8f91\uff0c\u4ec5\u4f9b\u53c2\u8003\uff09<\/p>\n