Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the betterdocs domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the jnews-view-counter domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

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Notice: 函数 _load_textdomain_just_in_time 的调用方法不正确。 jnews 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

Notice: 函数 _load_textdomain_just_in_time 的调用方法不正确。 jnews-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

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\u4f20\u7edf\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4f9d\u8d56\u4e8e\u9884\u5b9a\u4e49\u7684\u7279\u5f81\u548c\u7279\u5b9a\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u9650\u5236\u4e86\u5b83\u4eec\u7684\u7075\u6d3b\u6027\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cLLMs\u5728\u5e7f\u6cdb\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u9884\u8bad\u7ec3\uff0c\u4f7f\u5b83\u4eec\u80fd\u591f\u5728\u4e0d\u8fdb\u884c\u5927\u91cf\u5b9a\u5236\u7684\u60c5\u51b5\u4e0b\u5728\u5404\u79cd\u4efb\u52a1\u4e2d\u8fdb\u884c\u6cdb\u5316\u3002\u8fd9\u79cd\u6cdb\u5316\u80fd\u529b\u51cf\u5c11\u4e86\u5bf9\u7279\u5b9a\u9886\u57df\u8c03\u6574\u7684\u9700\u6c42\uff0c\u5e76\u4f7fLLMs\u80fd\u591f\u5feb\u901f\u9002\u5e94\u65b0\u7684\u7528\u4f8b\u3002\u5728\u91d1\u878d\u670d\u52a1\u4e2d\uff0c\u8fd9\u79cd\u9002\u5e94\u6027\u4f7f\u5f97LLMs\u80fd\u591f\u5904\u7406\u591a\u79cd\u4efb\u52a1\uff0c\u5982\u5408\u89c4\u76d1\u63a7\u3001\u5ba2\u6237\u670d\u52a1\u548c\u98ce\u9669\u8bc4\u4f30\uff0c\u65e0\u9700\u8fdb\u884c\u5927\u91cf\u91cd\u65b0\u914d\u7f6e\u3002<\/p>\n

LLMs\u7684\u5173\u952e\u7279\u6027\u53ca\u5176\u5e94\u7528<\/h2>\n

LLMs\u64c5\u957f\u57fa\u4e8e\u5e8f\u5217\u7684\u5efa\u6a21\u548c\u6982\u7387\u51b3\u7b56\u3002\u4f8b\u5982\uff0c\u5728\u91d1\u878d\u670d\u52a1\u4e2d\uff0c\u4ed6\u4eec\u53ef\u4ee5\u751f\u6210\u8be6\u7ec6\u62a5\u544a\uff0c\u603b\u7ed3\u76d1\u7ba1\u6587\u4ef6\uff0c\u5e76\u6839\u636e\u5386\u53f2\u6570\u636e\u6a21\u5f0f\u9884\u6d4b\u6f5c\u5728\u7684\u5408\u89c4\u95ee\u9898\u3002<\/p>\n

LLM\u5efa\u6a21\u5e8f\u5217\u548c\u8fdb\u884c\u6982\u7387\u51b3\u7b56\u7684\u80fd\u529b\u4f7f\u5176\u80fd\u591f\u5e94\u7528\u4e8e\u590d\u6742\u7684\u5206\u6790\u4efb\u52a1\u3002\u4ed6\u4eec\u53ef\u4ee5\u901a\u8fc7\u7efc\u5408\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684\u4fe1\u606f\u751f\u6210\u7efc\u5408\u62a5\u544a\uff0c\u603b\u7ed3\u5197\u957f\u7684\u76d1\u7ba1\u6587\u4ef6\uff0c\u5e76\u8bc6\u522b\u51fa\u8868\u660e\u5408\u89c4\u98ce\u9669\u7684\u6a21\u5f0f\u3002\u8fd9\u4e9b\u529f\u80fd\u63d0\u9ad8\u4e86\u5408\u89c4\u6d41\u7a0b\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\uff0c\u4f7f\u91d1\u878d\u673a\u6784\u80fd\u591f\u4e3b\u52a8\u5e94\u5bf9\u76d1\u7ba1\u8981\u6c42\u548c\u6f5c\u5728\u98ce\u9669\u3002\u6b64\u5916\uff0cLLMs\u8fd8\u53ef\u4ee5\u901a\u8fc7\u4e3a\u5458\u5de5\u751f\u6210\u6559\u80b2\u6750\u6599\u548c\u4e92\u52a8\u6a21\u62df\u6765\u534f\u52a9\u57f9\u8bad\u548c\u5165\u804c\u3002<\/p>\n

\u76d1\u7ba1\u89c1\u89e3\uff1a\u91d1\u878d\u670d\u52a1\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u6cd5\u89c4\u73b0\u72b6<\/h2>\n

\u73b0\u6709\u7684\u91d1\u878d\u670d\u52a1\u4eba\u5de5\u667a\u80fd\u6cd5\u89c4\u4e3b\u8981\u96c6\u4e2d\u5728\u786e\u4fdd\u900f\u660e\u5ea6\u3001\u95ee\u8d23\u5236\u548c\u6570\u636e\u9690\u79c1\u3002\u76d1\u7ba1\u673a\u6784\u5f3a\u8c03<\/a>\u91d1\u878d\u673a\u6784\u9700\u8981\u5c55\u793aAI\u6a21\u578b\u5982\u4f55\u505a\u51fa\u51b3\u7b56\uff0c\u7279\u522b\u662f\u5728AML\u548cBSA\u5408\u89c4\u7b49\u9ad8\u98ce\u9669\u9886\u57df\u3002<\/p>\n

\u76d1\u7ba1\u673a\u6784\u8981\u6c42\u91d1\u878d\u673a\u6784\u5b9e\u65bd\u5f3a\u6709\u529b\u7684\u6cbb\u7406\u6846\u67b6\uff0c\u4ee5\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u7684\u4f26\u7406\u4f7f\u7528\u3002\u8fd9\u5305\u62ec\u8bb0\u5f55\u51b3\u7b56\u8fc7\u7a0b\u3001\u8fdb\u884c\u5b9a\u671f\u5ba1\u8ba1\u4ee5\u53ca\u4fdd\u6301\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7ed3\u679c\u7684\u900f\u660e\u5ea6\u3002\u9075\u5b88\u8fd9\u4e9b\u6cd5\u89c4\u6d89\u53ca\u63d0\u4f9b\u5bf9AI\u6a21\u578b\u51b3\u7b56\u7684\u660e\u786e\u89e3\u91ca\uff0c\u786e\u4fdd\u6570\u636e\u9690\u79c1\uff0c\u5e76\u5b9e\u65bd\u9632\u6b62\u504f\u89c1\u548c\u6b67\u89c6\u6027\u505a\u6cd5\u7684\u4fdd\u969c\u63aa\u65bd\u3002\u91d1\u878d\u673a\u6784\u5fc5\u987b\u4e86\u89e3\u4e0d\u65ad\u53d8\u5316\u7684\u76d1\u7ba1\u8981\u6c42\uff0c\u5e76\u76f8\u5e94\u5730\u8c03\u6574\u5176\u4eba\u5de5\u667a\u80fd\u6218\u7565\u3002<\/p>\n

\u89e3\u51b3\u900f\u660e\u5ea6\u548c\u53ef\u9884\u6d4b\u6027\u95ee\u9898<\/h2>\n

\u4eba\u5de5\u667a\u80fd\u51b3\u7b56\u7684\u900f\u660e\u5ea6\u81f3\u5173\u91cd\u8981\u3002\u91d1\u878d\u673a\u6784\u5fc5\u987b\u5411\u76d1\u7ba1\u673a\u6784\u8bb0\u5f55\u548c\u8bc1\u660e\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u51b3\u7b56\uff0c\u786e\u4fdd\u8fd9\u4e9b\u8fc7\u7a0b\u662f\u53ef\u7406\u89e3\u548c\u53ef\u5ba1\u8ba1\u7684\u3002\u5728\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e2d\uff0c\u8f93\u51fa\u7684\u53ef\u9884\u6d4b\u6027\u540c\u6837\u91cd\u8981\uff0c\u4ee5\u7ef4\u6301\u4fe1\u4efb\u548c\u53ef\u9760\u6027\u3002<\/p>\n

\u4e3a\u4e86\u89e3\u51b3\u900f\u660e\u5ea6\u95ee\u9898\uff0c\u91d1\u878d\u673a\u6784\u5fc5\u987b\u91c7\u7528\u53ef\u89e3\u91ca\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u8ba9\u4eba\u4eec\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u662f\u5982\u4f55\u505a\u51fa\u51b3\u7b56\u7684\u3002\u8fd9\u6d89\u53ca\u4f7f\u7528\u53ef\u89e3\u91ca\u7684\u6a21\u578b\uff0c\u8bb0\u5f55\u51b3\u7b56\u8fc7\u7a0b\uff0c\u5e76\u5411\u5229\u76ca\u76f8\u5173\u8005\u63d0\u4f9b\u6e05\u6670\u7684\u89e3\u91ca\u3002\u6b64\u5916\uff0c\u5e94\u63d0\u4f9b\u7528\u4e8e\u751f\u6210\u8f93\u51fa\u6750\u6599\u7684\u53c2\u8003\u8d44\u6599\u3002<\/p>\n

\u53ef\u9884\u6d4b\u6027\u9700\u8981\u5bf9AI\u6a21\u578b\u8fdb\u884c\u4e25\u683c\u7684\u6d4b\u8bd5\u548c\u9a8c\u8bc1\uff0c\u4ee5\u786e\u4fdd\u8f93\u51fa\u7684\u4e00\u81f4\u6027\u548c\u53ef\u9760\u6027\u3002\u901a\u8fc7\u4fdd\u6301\u900f\u660e\u6027\u548c\u53ef\u9884\u6d4b\u6027\uff0c\u91d1\u878d\u673a\u6784\u53ef\u4ee5\u4e0e\u76d1\u7ba1\u673a\u6784\u3001\u5ba2\u6237\u548c\u5176\u4ed6\u5229\u76ca\u76f8\u5173\u8005\u5efa\u7acb\u4fe1\u4efb\uff0c\u5c55\u793a\u5176\u5bf9\u9053\u5fb7\u4eba\u5de5\u667a\u80fd\u5b9e\u8df5\u7684\u627f\u8bfa\u3002<\/p>\n

\u6a21\u578b\u57fa\u51c6\u6d4b\u8bd5\u548c\u6587\u6863\u7684\u91cd\u8981\u6027<\/h2>\n

\u57fa\u51c6\u6d4b\u8bd5AI\u6a21\u578b\u6d89\u53ca\u5bf9\u6807\u51c6\u6570\u636e\u96c6\u8fdb\u884c\u4e25\u683c\u6d4b\u8bd5\u4ee5\u8bc4\u4f30\u5176\u6027\u80fd\u3002\u6301\u7eed\u7684\u6587\u6863\u7f16\u5236\u548cAI\u6a21\u578b\u7684\u66f4\u65b0\u786e\u4fdd\u5b83\u4eec\u59cb\u7ec8\u7b26\u5408\u76d1\u7ba1\u6807\u51c6\uff0c\u5e76\u5728\u4e00\u6bb5\u65f6\u95f4\u5185\u4fdd\u6301\u4e00\u81f4\u7684\u6027\u80fd\u3002<\/p>\n

\u6a21\u578b\u57fa\u51c6\u6d4b\u8bd5\u63d0\u4f9b\u4e86\u4e00\u79cd\u6807\u51c6\u5316\u7684\u65b9\u6cd5\u6765\u8bc4\u4f30\u4eba\u5de5\u667a\u80fd\u6027\u80fd\uff0c\u786e\u4fdd\u6a21\u578b\u7b26\u5408\u76d1\u7ba1\u548c\u64cd\u4f5c\u6807\u51c6\u3002\u6587\u6863\u6d89\u53ca\u7ef4\u62a4\u6a21\u578b\u5f00\u53d1\u3001\u8bad\u7ec3\u3001\u9a8c\u8bc1\u548c\u90e8\u7f72\u8fc7\u7a0b\u7684\u8be6\u7ec6\u8bb0\u5f55\u3002<\/p>\n

\u6b64\u6587\u6863\u5bf9\u4e8e\u5408\u89c4\u6027\u5ba1\u6838\u3001\u4fc3\u8fdb\u5ba1\u8ba1\u4ee5\u53ca\u5b9e\u73b0AI\u6a21\u578b\u7684\u6301\u7eed\u6539\u8fdb\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u5b9a\u671f\u66f4\u65b0\u6587\u6863\u548c\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\uff0c\u91d1\u878d\u673a\u6784\u53ef\u4ee5\u786e\u4fdd\u5176\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4fdd\u6301\u6709\u6548\u3001\u900f\u660e\uff0c\u5e76\u7b26\u5408\u4e0d\u65ad\u53d8\u5316\u7684\u6cd5\u89c4\u3002<\/p>\n

\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5728AML\/GFC\u4e2d\u7684\u6311\u6218\uff1a\u9ed1\u5323\u5b50\u95ee\u9898\u548c\u900f\u660e\u6027<\/h2>\n

\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5728AML\/GFC\u7684\u4e3b\u8981\u6311\u6218\u4e4b\u4e00\u662f\u8fd9\u4e9b\u6a21\u578b\u7684\u201c\u9ed1\u5323\u5b50\u201d\u6027\u8d28\u3002\u7406\u89e3LLMs\u5982\u4f55\u505a\u51fa\u5177\u4f53\u51b3\u7b56\u53ef\u80fd\u5f88\u56f0\u96be\uff0c\u8fd9\u4f7f\u5f97\u786e\u4fdd\u900f\u660e\u5ea6\u548c\u95ee\u8d23\u5236\u7684\u52aa\u529b\u53d8\u5f97\u590d\u6742\u3002<\/p>\n

LLMs\u7684\u590d\u6742\u6027\u4f7f\u5f97\u89e3\u91ca\u5176\u51b3\u7b56\u8fc7\u7a0b\u53d8\u5f97\u5177\u6709\u6311\u6218\u6027\u3002\u8fd9\u79cd\u7f3a\u4e4f\u900f\u660e\u5ea6\u7684\u60c5\u51b5\u4f1a\u963b\u788d\u5411\u76d1\u7ba1\u673a\u6784\u548c\u5229\u76ca\u76f8\u5173\u8005\u8bc1\u660e\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u51b3\u7b56\u7684\u5408\u7406\u6027\u3002<\/p>\n

\u89e3\u51b3\u201c\u9ed1\u5323\u5b50\u201d\u95ee\u9898\u9700\u8981\u5b9e\u65bd\u53ef\u89e3\u91ca\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u4ee5\u63d0\u4f9b\u5bf9\u6a21\u578b\u884c\u4e3a\u548c\u51b3\u7b56\u8fc7\u7a0b\u7684\u6d1e\u5bdf\u3002\u91d1\u878d\u673a\u6784\u5fc5\u987b\u6295\u8d44\u4e8e\u7814\u7a76\u548c\u5f00\u53d1\uff0c\u4ee5\u63d0\u9ad8LLMs\u7684\u53ef\u89e3\u91ca\u6027\uff0c\u786e\u4fdd\u5176\u51b3\u7b56\u7684\u900f\u660e\u4e14\u8d1f\u8d23\u4efb\u3002<\/p>\n

\u5b9e\u65bdRAG\u7684\u7ba1\u7406\u590d\u6742\u6027<\/h2>\n

\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08Retrieval-Augmented Generation\uff0c\u7b80\u79f0RAG\uff09\u6280\u672f\u901a\u8fc7\u6574\u5408\u5916\u90e8\u77e5\u8bc6\u6e90\u6765\u589e\u5f3aLLMs\uff0c\u589e\u52a0\u4e86\u53e6\u4e00\u5c42\u590d\u6742\u6027\u3002\u5fc5\u987b\u5efa\u7acb\u6709\u6548\u7684\u6cbb\u7406\u6846\u67b6\u6765\u7ba1\u7406\u8fd9\u4e9b\u590d\u6742\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u3002<\/p>\n

RAG\u5b9e\u73b0\u6d89\u53ca\u5c06LLMs\u4e0e\u5916\u90e8\u6570\u636e\u6e90\u7ed3\u5408\uff0c\u4ee5\u589e\u5f3a\u5176\u77e5\u8bc6\u548c\u51b3\u7b56\u80fd\u529b\u3002\u8fd9\u79cd\u96c6\u6210\u589e\u52a0\u4e86\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u590d\u6742\u6027\uff0c\u9700\u8981\u5f3a\u6709\u529b\u7684\u6cbb\u7406\u6846\u67b6\u6765\u7ba1\u7406\u6570\u636e\u8d28\u91cf\u3001\u6a21\u578b\u6027\u80fd\u548c\u5408\u89c4\u6027\u3002<\/p>\n

\u6709\u6548\u7684\u6cbb\u7406\u6d89\u53ca\u5efa\u7acb\u660e\u786e\u7684\u653f\u7b56\uff0c\u6301\u7eed\u76d1\u63a7AI\u7cfb\u7edf\uff0c\u5e76\u786e\u4fddRAG\u5b9e\u65bd\u7b26\u5408\u76d1\u7ba1\u6807\u51c6\u3002\u91d1\u878d\u673a\u6784\u5fc5\u987b\u5236\u5b9a\u5168\u9762\u7684\u6cbb\u7406\u7b56\u7565\uff0c\u4ee5\u7ba1\u7406\u4e0eRAG\u76f8\u5173\u7684\u590d\u6742\u6027\uff0c\u5e76\u7ef4\u62a4\u5176AI\u7cfb\u7edf\u7684\u5b8c\u6574\u6027\u3002<\/p>\n

\u4e0d\u53ef\u9884\u6d4b\u7684\u7a81\u73b0\u884c\u4e3a\u548c\u8f93\u5165\u654f\u611f\u6027<\/h2>\n

\u5927\u578b\u8bed\u8a00\u6a21\u578b\u53ef\u80fd\u4f1a\u8868\u73b0\u51fa\u4e0d\u53ef\u9884\u6d4b\u7684\u884c\u4e3a\uff0c\u5c24\u5176\u662f\u5728\u63a5\u89e6\u5230\u65b0\u7684\u8f93\u5165\u65f6\u3002\u8fd9\u79cd\u4e0d\u53ef\u9884\u6d4b\u6027\u53ef\u80fd\u5728\u9700\u8981\u4e00\u81f4\u548c\u53ef\u9760\u8f93\u51fa\u7684\u5408\u89c4\u573a\u666f\u4e2d\u5e26\u6765\u98ce\u9669\u3002<\/p>\n

LLM\u5bf9\u8f93\u5165\u53d8\u5316\u7684\u654f\u611f\u6027\u53ef\u80fd\u5bfc\u81f4\u610f\u5916\u548c\u4e0d\u4e00\u81f4\u7684\u8f93\u51fa\uff0c\u589e\u52a0\u4e86\u5408\u89c4\u5de5\u4f5c\u7684\u590d\u6742\u6027\u3002\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\u9700\u8981\u5b9e\u65bd\u5f3a\u6709\u529b\u7684\u6d4b\u8bd5\u548c\u9a8c\u8bc1\u7a0b\u5e8f\uff0c\u4ee5\u8bc6\u522b\u548c\u51cf\u5c11\u4e0d\u53ef\u9884\u6d4b\u7684\u884c\u4e3a\u3002<\/p>\n

\u91d1\u878d\u673a\u6784\u5fc5\u987b\u5236\u5b9a\u7b56\u7565\u6765\u7ba1\u7406\u8f93\u5165\u654f\u611f\u6027\uff0c\u786e\u4fdd\u5728\u5408\u89c4\u573a\u666f\u4e2d\uff0cLLMs\u80fd\u591f\u4ea7\u751f\u53ef\u9760\u548c\u4e00\u81f4\u7684\u8f93\u51fa\u3002\u901a\u8fc7\u589e\u5f3aLLMs\u7684\u7a33\u5065\u6027\u548c\u53ef\u9760\u6027\uff0c\u91d1\u878d\u673a\u6784\u53ef\u4ee5\u964d\u4f4e\u98ce\u9669\u5e76\u786e\u4fdd\u5176\u5408\u89c4\u8ba1\u5212\u7684\u6709\u6548\u6027\u3002<\/p>\n

\u8de8\u5730\u57df\u7684\u6570\u636e\u9690\u79c1\u8003\u91cf<\/h2>\n

\u6570\u636e\u9690\u79c1\u6cd5\u5728\u4e0d\u540c\u53f8\u6cd5\u7ba1\u8f96\u533a\u4e4b\u95f4\u5dee\u5f02\u663e\u8457\uff0c\u7ed9\u5168\u7403\u91d1\u878d\u673a\u6784\u5e26\u6765\u4e86\u6311\u6218\u3002\u786e\u4fdd\u9075\u5b88\u5404\u79cd\u76d1\u7ba1\u8981\u6c42\u5bf9\u4e8e\u90e8\u7f72\u5904\u7406\u654f\u611f\u91d1\u878d\u6570\u636e\u7684\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

\u5168\u7403\u91d1\u878d\u673a\u6784\u5fc5\u987b\u5728\u590d\u6742\u7684\u6570\u636e\u9690\u79c1\u6cd5\u89c4\u73af\u5883\u4e2d\u884c\u52a8\uff0c\u786e\u4fdd\u5176\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7b26\u5408\u4e0d\u540c\u53f8\u6cd5\u7ba1\u8f96\u533a\u7684\u5404\u79cd\u8981\u6c42\u3002\u8fd9\u6d89\u53ca\u5230\u5b9e\u65bd\u5f3a\u6709\u529b\u7684\u6570\u636e\u6cbb\u7406\u6846\u67b6\uff0c\u786e\u4fdd\u6570\u636e\u533f\u540d\u5316\u548c\u52a0\u5bc6\uff0c\u5e76\u5728\u6570\u636e\u5904\u7406\u5b9e\u8df5\u4e2d\u4fdd\u6301\u900f\u660e\u3002<\/p>\n

\u91d1\u878d\u673a\u6784\u5fc5\u987b\u4e86\u89e3\u6570\u636e\u9690\u79c1\u6cd5\u89c4\u7684\u53d8\u5316\uff0c\u5e76\u76f8\u5e94\u5730\u8c03\u6574\u5176\u4eba\u5de5\u667a\u80fd\u7b56\u7565\u4ee5\u786e\u4fdd\u5408\u89c4\u3002\u901a\u8fc7\u4f18\u5148\u8003\u8651\u6570\u636e\u9690\u79c1\uff0c\u91d1\u878d\u673a\u6784\u53ef\u4ee5\u4e0e\u5ba2\u6237\u548c\u76d1\u7ba1\u673a\u6784\u5efa\u7acb\u4fe1\u4efb\uff0c\u5c55\u793a\u5176\u5bf9\u9053\u5fb7\u6570\u636e\u5b9e\u8df5\u7684\u627f\u8bfa\u3002<\/p>\n

LLMs\u7684\u884c\u4e1a\u5e94\u7528\u73b0\u72b6\uff1a\u91d1\u878d\u670d\u52a1\u4e2dLLM\u7528\u4f8b\u6982\u8ff0<\/h2>\n

LLMs\u5728\u91d1\u878d\u670d\u52a1\u884c\u4e1a\u5f97\u5230\u5e7f\u6cdb\u4f7f\u7528\uff0c\u53ef\u4ee5\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\u548c\u589e\u5f3a\u5ba2\u6237\u4e92\u52a8\u3002\u5e94\u7528\u8303\u56f4\u5305\u62ec\u81ea\u52a8\u5316\u5e38\u89c4\u4efb\u52a1\u5230\u63d0\u4f9b\u9ad8\u7ea7\u5206\u6790\u89c1\u89e3\u3002<\/p>\n

LLMs\u5728\u91d1\u878d\u670d\u52a1\u4e2d\u7684\u5e94\u7528\u5728\u4e8e\u5176\u5904\u7406\u548c\u751f\u6210\u7c7b\u4eba\u6587\u672c\u7684\u80fd\u529b\uff0c\u8fd9\u63d0\u9ad8\u4e86\u8fd0\u8425\u6548\u7387\u548c\u5ba2\u6237\u4f53\u9a8c\u3002\u7528\u4f8b\u5305\u62ec\u81ea\u52a8\u5316\u76d1\u7ba1\u62a5\u544a\u3001\u5206\u6790\u4ea4\u6613\u6570\u636e\u4ee5\u68c0\u6d4b\u6b3a\u8bc8\u3001\u751f\u6210\u4e2a\u6027\u5316\u5ba2\u6237\u901a\u4fe1\u4ee5\u53ca\u63d0\u4f9b\u5b9e\u65f6\u8d22\u52a1\u5efa\u8bae\u3002LLMs\u4f7f\u91d1\u878d\u673a\u6784\u80fd\u591f\u7b80\u5316\u6d41\u7a0b\uff0c\u964d\u4f4e\u8fd0\u8425\u6210\u672c\uff0c\u5e76\u901a\u8fc7\u5148\u8fdb\u7684\u5206\u6790\u80fd\u529b\u4e3a\u5ba2\u6237\u63d0\u4f9b\u66f4\u9ad8\u7684\u4ef7\u503c\u3002<\/p>\n

\u5ba2\u6237\u53c2\u4e0e\u521b\u65b0<\/h2>\n

AI\u6b63\u5728\u901a\u8fc7\u804a\u5929\u673a\u5668\u4eba\u548c\u865a\u62df\u52a9\u624b\u6539\u53d8\u5ba2\u6237\u670d\u52a1\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u548c\u9ad8\u6548\u7684\u5ba2\u6237\u4e92\u52a8\u3002\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u53ef\u4ee5\u5904\u7406\u5404\u79cd\u67e5\u8be2\uff0c\u5305\u62ec\u8d26\u6237\u4fe1\u606f\u5230\u590d\u6742\u7684\u8d22\u52a1\u5efa\u8bae\u3002<\/p>\n

\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u7279\u522b\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u80fd\u591f\u5f00\u53d1\u51fa\u590d\u6742\u7684\u804a\u5929\u673a\u5668\u4eba\u548c\u865a\u62df\u52a9\u624b\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u548c\u9ad8\u6548\u7684\u5ba2\u6237\u670d\u52a1\u3002\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u53ef\u4ee5\u89e3\u91ca\u548c\u54cd\u5e94\u5404\u79cd\u5ba2\u6237\u67e5\u8be2\uff0c\u63d0\u4f9b\u5b9e\u65f6\u5e2e\u52a9\uff0c\u5e76\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u8d22\u52a1\u5efa\u8bae\u3002\u901a\u8fc7\u589e\u5f3a\u5ba2\u6237\u53c2\u4e0e\u5ea6\uff0c\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u89e3\u51b3\u65b9\u6848\u63d0\u9ad8\u4e86\u5ba2\u6237\u6ee1\u610f\u5ea6\uff0c\u51cf\u5c11\u4e86\u54cd\u5e94\u65f6\u95f4\uff0c\u5e76\u5c06\u4eba\u529b\u8d44\u6e90\u91ca\u653e\u5230\u66f4\u590d\u6742\u7684\u4efb\u52a1\u4e2d\u3002\u5c06\u4eba\u5de5\u667a\u80fd\u6574\u5408\u5230\u5ba2\u6237\u53c2\u4e0e\u4e2d\uff0c\u662f\u63d0\u4f9b\u4e2a\u6027\u5316\u548c\u9ad8\u6548\u91d1\u878d\u670d\u52a1\u65b9\u9762\u7684\u4e00\u5927\u8fdb\u6b65\u3002<\/p>\n

\u98ce\u9669\u548c\u5b89\u5168\u7ba1\u7406\u7684\u8fdb\u5c55<\/h2>\n

\u901a\u8fc7\u5206\u6790\u4ea4\u6613\u6a21\u5f0f\u3001\u8bc6\u522b\u53ef\u7591\u6d3b\u52a8\uff0c\u5e76\u4e3a\u6f5c\u5728\u7684\u5408\u89c4\u8fdd\u89c4\u884c\u4e3a\u751f\u6210\u8b66\u62a5\uff0cLLMs\u5728\u98ce\u9669\u7ba1\u7406\u4e2d\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002\u8fd9\u63d0\u9ad8\u4e86\u8be5\u673a\u6784\u8fc5\u901f\u53d1\u73b0\u548c\u5e94\u5bf9\u91d1\u878d\u72af\u7f6a\u7684\u80fd\u529b\u3002<\/p>\n

AI\u9a71\u52a8\u7684\u98ce\u9669\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\u5229\u7528LLMs\u5206\u6790\u5927\u91cf\u4ea4\u6613\u6570\u636e\uff0c\u8bc6\u522b\u6b3a\u8bc8\u6d3b\u52a8\u7684\u6a21\u5f0f\uff0c\u5e76\u751f\u6210\u6f5c\u5728\u5408\u89c4\u8fdd\u89c4\u7684\u5b9e\u65f6\u8b66\u62a5\u3002\u8fd9\u4e9b\u80fd\u529b\u589e\u5f3a\u4e86\u673a\u6784\u53ca\u65f6\u68c0\u6d4b\u548c\u5e94\u5bf9\u91d1\u878d\u72af\u7f6a\u7684\u80fd\u529b\uff0c\u964d\u4f4e\u4e86\u8fdd\u53cd\u6cd5\u89c4\u548c\u8d22\u52a1\u635f\u5931\u7684\u98ce\u9669\u3002\u901a\u8fc7\u5c06LLMs\u7eb3\u5165\u98ce\u9669\u7ba1\u7406\u7a0b\u5e8f\uff0c\u91d1\u878d\u673a\u6784\u53ef\u4ee5\u63d0\u9ad8\u6b3a\u8bc8\u68c0\u6d4b\u548c\u5408\u89c4\u6027\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\uff0c\u786e\u4fdd\u6709\u529b\u9632\u8303\u91d1\u878d\u72af\u7f6a\u3002<\/p>\n

IT\u5f00\u53d1\u548c\u73b0\u4ee3\u5316<\/h2>\n

AI\u534f\u52a9\u4ece\u7f16\u7801\u5230\u8d28\u91cf\u4fdd\u8bc1\u7684\u8f6f\u4ef6\u5f00\u53d1\u8fc7\u7a0b\uff0c\u4e3aIT\u53d1\u5c55\u505a\u51fa\u8d21\u732e\u3002\u5b83\u8fd8\u6709\u52a9\u4e8e\u5bf9\u4f20\u7edf\u7cfb\u7edf\u8fdb\u884c\u73b0\u4ee3\u5316\u6539\u9020\uff0c\u786e\u4fdd\u8fd9\u4e9b\u7cfb\u7edf\u4fdd\u6301\u7a33\u5065\uff0c\u80fd\u591f\u652f\u6301\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u3002<\/p>\n

\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u901a\u8fc7\u81ea\u52a8\u5316\u7f16\u7801\u4efb\u52a1\u3001\u751f\u6210\u4ee3\u7801\u7247\u6bb5\u548c\u534f\u52a9\u8d28\u91cf\u4fdd\u8bc1\u6d41\u7a0b\u6765\u652f\u6301IT\u5f00\u53d1\u3002\u6b64\u5916\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u73b0\u4ee3\u5316\u9057\u7559\u7cfb\u7edf\u4e2d\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\uff0c\u4f7f\u5176\u80fd\u591f\u652f\u6301\u5148\u8fdb\u7684\u5e94\u7528\u7a0b\u5e8f\u5e76\u6ee1\u8db3\u4e0d\u65ad\u53d8\u5316\u7684\u4e1a\u52a1\u9700\u6c42\u3002<\/p>\n

\u901a\u8fc7\u5229\u7528\u4eba\u5de5\u667a\u80fd\uff0c\u91d1\u878d\u673a\u6784\u53ef\u4ee5\u63d0\u9ad8\u5176IT\u5f00\u53d1\u8fc7\u7a0b\u7684\u6548\u7387\u548c\u6548\u679c\uff0c\u786e\u4fdd\u5176\u6280\u672f\u57fa\u7840\u8bbe\u65bd\u4fdd\u6301\u7a33\u5065\uff0c\u80fd\u591f\u652f\u6301\u521b\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u79cd\u73b0\u4ee3\u5316\u5bf9\u4e8e\u4fdd\u6301\u7ade\u4e89\u529b\u548c\u5e94\u5bf9\u91d1\u878d\u884c\u4e1a\u7684\u52a8\u6001\u9700\u6c42\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

\u5f71\u54cd\u603b\u7ed3\u548c\u672a\u6765\u65b9\u5411<\/h2>\n

\u751f\u6210\u6027\u4eba\u5de5\u667a\u80fd\u5728AML\u548cBSA\u8ba1\u5212\u4e2d\u7684\u6574\u5408\u4e3a\u91d1\u878d\u673a\u6784\u5e26\u6765\u4e86\u91cd\u5927\u673a\u9047\u3002\u5c3d\u7ba1\u6311\u6218\u4f9d\u7136\u5b58\u5728\uff0c\u7279\u522b\u662f\u5728\u900f\u660e\u5ea6\u548c\u5408\u89c4\u6027\u65b9\u9762\uff0c\u4f46\u63d0\u9ad8\u6548\u7387\u548c\u6539\u8fdb\u5408\u89c4\u6d41\u7a0b\u7684\u597d\u5904\u662f\u663e\u8457\u7684\u3002<\/p>\n

\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6709\u6f5c\u529b\u901a\u8fc7\u81ea\u52a8\u5316\u590d\u6742\u4efb\u52a1\u3001\u63d0\u9ad8\u68c0\u6d4b\u80fd\u529b\u548c\u589e\u5f3a\u5408\u89c4\u6027\u6765\u6539\u53d8AML\u548cBSA\u8ba1\u5212\u3002\u5c3d\u7ba1\u5728\u900f\u660e\u5ea6\u3001\u6cbb\u7406\u548c\u6570\u636e\u9690\u79c1\u65b9\u9762\u5b58\u5728\u6311\u6218\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u6574\u5408\u5728\u8fd0\u8425\u6548\u7387\u548c\u5408\u89c4\u6027\u65b9\u9762\u63d0\u4f9b\u4e86\u5b9e\u8d28\u6027\u7684\u597d\u5904\u3002\u91d1\u878d\u673a\u6784\u5fc5\u987b\u7ee7\u7eed\u521b\u65b0\u548c\u9002\u5e94\uff0c\u4ee5\u5145\u5206\u5229\u7528\u4eba\u5de5\u667a\u80fd\u7684\u6f5c\u529b\uff0c\u786e\u4fdd\u5176\u5408\u89c4\u8ba1\u5212\u5728\u5e94\u5bf9\u4e0d\u65ad\u53d8\u5316\u7684\u76d1\u7ba1\u8981\u6c42\u65f6\u4fdd\u6301\u5f3a\u5927\u3001\u900f\u660e\u548c\u6709\u6548\u3002<\/p>\n

\u53f7\u53ec\u884c\u52a8\uff1a\u62e5\u62b1\u4eba\u5de5\u667a\u80fd\u4ee5\u5b9e\u73b0\u5408\u89c4\u6027\u548c\u6548\u7387<\/h2>\n

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