{"id":26605,"date":"2025-07-01T08:25:06","date_gmt":"2025-07-01T00:25:06","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=26605"},"modified":"2025-07-01T08:25:06","modified_gmt":"2025-07-01T00:25:06","slug":"ai-%e6%99%ba%e8%83%bd%e4%bd%93%e9%80%9a%e4%bf%a1%ef%bc%9a%e6%bd%9c%e5%8a%9b%e4%b8%8e%e6%8c%91%e6%88%98%e5%b9%b6%e5%ad%98%e7%9a%84%e6%9c%aa%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/07\/01\/26605\/","title":{"rendered":"AI \u667a\u80fd\u4f53\u901a\u4fe1\uff1a\u6f5c\u529b\u4e0e\u6311\u6218\u5e76\u5b58\u7684\u672a\u6765"},"content":{"rendered":"<div class=\"article-desc\">\u5728 AI \u6280\u672f\u98de\u901f\u53d1\u5c55\u7684\u4eca\u5929\uff0cLLM 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LLM 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data-dominant-color=\"e4e6eb\" data-has-transparency=\"false\" style=\"--dominant-color: #e4e6eb;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26611\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/d143d82028e69899b277532e5c8e479ab90c05.png\" width=\"962\" height=\"562\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/d143d82028e69899b277532e5c8e479ab90c05.png 962w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/d143d82028e69899b277532e5c8e479ab90c05-300x175.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/d143d82028e69899b277532e5c8e479ab90c05-150x88.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/d143d82028e69899b277532e5c8e479ab90c05-768x449.png 768w\" sizes=\"auto, (max-width: 962px) 100vw, 962px\" \/><\/p>\n<p>LLM 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/397dae811edf9a8709f481601acd5a6c0791e0-300x101.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/397dae811edf9a8709f481601acd5a6c0791e0-150x50.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/397dae811edf9a8709f481601acd5a6c0791e0-768x258.png 768w\" sizes=\"auto, (max-width: 964px) 100vw, 964px\" \/><\/p>\n<p>Agent \u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e4b\u95f4\u7684\u6bd4\u8f83\u3002\u00a0 \u00a0\u00a0\u00a0\u4ee3\u8868\u66f4\u5dee\uff0c\u00a0 \u00a0\u00a0\u00a0\u4ee3\u8868\u66f4\u597d<\/p>\n<h4>AI \u667a\u80fd\u4f53\u7684\u5e94\u7528\u9886\u57df<\/h4>\n<p>AI 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data-id=\"ld70c578-TSD9Sckc\"><strong>\u52a8\u6001\u884c\u4e3a\u534f\u8c03<\/strong>\u00a0\uff1a\u667a\u80fd\u4f53\u5728\u901a\u4fe1\u8fc7\u7a0b\u4e2d\uff0c\u6839\u636e\u5b9e\u65f6\u53cd\u9988\u8c03\u6574\u884c\u4e3a\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u4ea4\u901a\u7cfb\u7edf\u4e2d\uff0c\u8f66\u8f86\u81ea\u52a8\u9a7e\u9a76\u667a\u80fd\u4f53\u6839\u636e\u9053\u8def\u72b6\u51b5\u548c\u5176\u4ed6\u8f66\u8f86\u7684\u52a8\u6001\uff0c\u5b9e\u65f6\u8c03\u6574\u884c\u9a76\u901f\u5ea6\u548c\u65b9\u5411\uff0c\u4e0e\u5176\u4ed6\u667a\u80fd\u4f53\uff08\u5982\u4ea4\u901a\u4fe1\u53f7\u63a7\u5236\u667a\u80fd\u4f53\uff09\u534f\u540c\uff0c\u786e\u4fdd\u4ea4\u901a\u6d41\u7545\u3002<\/li>\n<\/ul>\n<h4>\u667a\u80fd\u4f53\u901a\u4fe1\u7684\u5206\u7c7b<\/h4>\n<p>\u667a\u80fd\u4f53\u901a\u4fe1\u6839\u636e\u4ea4\u4e92\u5bf9\u8c61\u7684\u4e0d\u540c\uff0c\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u7c7b\uff1a<\/p>\n<ul data-id=\"u738a58b-Q9UT9kmk\">\n<li data-id=\"ld70c578-e46ST5G6\"><strong>\u7528\u6237 &#8211; \u667a\u80fd\u4f53\u4ea4\u4e92<\/strong>\u00a0\uff1a\u8fd9\u662f\u667a\u80fd\u4f53\u4e0e\u7528\u6237\u4e4b\u95f4\u7684\u901a\u4fe1\u8fc7\u7a0b\u3002\u4f8b\u5982\uff0c\u667a\u80fd\u4f53\u63a5\u6536\u7528\u6237\u53d1\u51fa\u7684 \u201c\u9884\u8ba2\u660e\u5929\u4e0a\u5348\u98de\u5f80\u4e0a\u6d77\u7684\u673a\u7968\u201d \u6307\u4ee4\uff0c\u5e76\u53cd\u9988\u9884\u8ba2\u7ed3\u679c\u3002\u8fd9\u79cd\u4ea4\u4e92\u6a21\u5f0f\u4e0e LLM \u4e0e\u7528\u6237\u7684\u4ea4\u4e92\u7c7b\u4f3c\uff0c\u4f46\u667a\u80fd\u4f53\u5728\u6b64\u57fa\u7840\u4e0a\u5177\u5907\u66f4\u5f3a\u7684\u81ea\u4e3b\u6027\u548c\u884c\u52a8\u80fd\u529b\u3002<\/li>\n<li data-id=\"ld70c578-AVbpGVS8\"><strong>\u667a\u80fd\u4f53 &#8211; 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src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/41c89cc24117abb5c596150b7e87bea94c6fb0.png\" width=\"1080\" height=\"504\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/41c89cc24117abb5c596150b7e87bea94c6fb0.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/41c89cc24117abb5c596150b7e87bea94c6fb0-300x140.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/41c89cc24117abb5c596150b7e87bea94c6fb0-1024x478.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/41c89cc24117abb5c596150b7e87bea94c6fb0-150x70.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/41c89cc24117abb5c596150b7e87bea94c6fb0-768x358.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u667a\u80fd\u4f53\u901a\u4fe1\u7684\u5b8c\u6574\u8fc7\u7a0b\u53ca\u5176\u5212\u5206<\/p>\n<p>\u4e0a\u56fe\u5c55\u793a\u4e86\u7528\u6237-\u667a\u80fd\u4f53\u4ea4\u4e92\u3001\u667a\u80fd\u4f53-\u667a\u80fd\u4f53\u901a\u4fe1\u3001\u667a\u80fd\u4f53-\u73af\u5883\u901a\u4fe1\u7684\u5177\u4f53\u6d41\u7a0b\u548c\u76f8\u4e92\u5173\u7cfb\uff0c\u6709\u52a9\u4e8e\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u4e0d\u540c\u901a\u4fe1\u7c7b\u578b\u7684\u7279\u6027\u548c\u5e94\u7528\u573a\u666f\u3002<\/p>\n<h3>\u7528\u6237 &#8211; \u667a\u80fd\u4f53\u4ea4\u4e92<\/h3>\n<h4>\u76f8\u5173\u534f\u8bae<\/h4>\n<ul data-id=\"u738a58b-9DoVKAVj\">\n<li data-id=\"ld70c578-Tc88PWsG\"><strong>PXP \u534f\u8bae<\/strong>\u00a0\uff1aPXP \u534f\u8bae\u4e13\u6ce8\u4e8e\u6784\u5efa\u4eba\u7c7b\u4e13\u5bb6\u4e0e\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u4ea4\u4e92\u7cfb\u7edf\uff0c\u9002\u7528\u4e8e\u590d\u6742\u9886\u57df\u5982\u79d1\u5b66\u3001\u533b\u7597\u7b49\u3002\u5176\u6838\u5fc3\u673a\u5236\u662f 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REJECT\uff08\u62d2\u7edd\uff09\u8fdb\u884c\u53cd\u9988\u3002\u667a\u80fd\u4f53\u6839\u636e\u53cd\u9988\u8c03\u6574\u8bca\u65ad\u6a21\u578b\uff0c\u4ece\u800c\u63d0\u9ad8\u8bca\u65ad\u51c6\u786e\u6027\u3002\u8be5\u534f\u8bae\u4f7f\u7528\u6709\u9650\u72b6\u6001\u673a\u8ba1\u7b97\u6d88\u606f\u6807\u7b7e\uff0c\u66f4\u65b0\u4e0a\u4e0b\u6587\uff0c\u5e76\u5c06\u6570\u636e\u5b58\u50a8\u5728\u9ed1\u677f\u7cfb\u7edf\u4e2d\uff0c\u76f4\u81f3\u8fbe\u5230\u6d88\u606f\u9650\u5236\u6216\u7ec8\u6b62\u6761\u4ef6\u3002\u5176\u6709\u6548\u6027\u5728\u653e\u5c04\u5b66\u548c\u836f\u7269\u53d1\u73b0\u573a\u666f\u4e2d\u5f97\u5230\u9a8c\u8bc1\uff0c\u663e\u8457\u63d0\u9ad8\u4e86\u4e13\u5bb6\u4e0e\u667a\u80fd\u4f53\u534f\u4f5c\u6548\u7387\u3002<\/li>\n<li data-id=\"ld70c578-C1fsd1d2\"><strong>\u7a7a\u95f4\u79cd\u7fa4\u534f\u8bae<\/strong>\u00a0\uff1a\u867d\u975e\u4e13\u95e8\u4e3a LLM \u9a71\u52a8\u7684\u667a\u80fd\u4f53\u8bbe\u8ba1\uff0c\u4f46\u5bf9\u667a\u80fd\u4f53\u901a\u4fe1\u5177\u6709\u542f\u793a\u610f\u4e49\u3002\u5176\u662f\u4e00\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u6a21\u578b\uff0c\u4e13\u4e3a\u89e3\u51b3\u673a\u5668\u4eba\u7cfb\u7edf\u7684\u5206\u5e03\u5f0f\u5b9a\u4f4d\u95ee\u9898\u800c\u8bbe\u8ba1\u3002\u5728\u534f\u8bae\u4e0b\uff0c\u667a\u80fd\u4f53\u80fd\u591f\u5728\u6b27\u51e0\u91cc\u5f97\u7a7a\u95f4\u4e2d\u76f8\u4e92\u4ea4\u4e92\uff0c\u83b7\u53d6\u6210\u5bf9\u8ddd\u79bb\u6216\u76f8\u5bf9\u4f4d\u7f6e\u5411\u91cf\u3002\u6bcf\u4e2a\u667a\u80fd\u4f53\u53ef\u5b58\u50a8\u4e00\u5b9a\u6570\u91cf\u7684\u5750\u6807\uff0c\u5e76\u5728\u4ea4\u4e92\u8fc7\u7a0b\u4e2d\u4ea4\u6362\u77e5\u8bc6\u3001\u8fdb\u884c\u51e0\u4f55\u67e5\u8be2\u3002\u901a\u8fc7\u591a\u63a5\u89e6\u70b9\u6d41\u884c\u75c5\u673a\u5236\u3001\u9886\u5bfc\u8005\u9009\u4e3e\u548c\u81ea\u7a33\u5b9a\u8bbe\u8ba1\uff0c\u8be5\u534f\u8bae\u652f\u6301\u533f\u540d\u673a\u5668\u4eba\u4ece\u4e0d\u4e00\u81f4\u7684\u5750\u6807\u7cfb\u7edf\u9ad8\u6548\u5730\u5b9e\u73b0\u7edf\u4e00\u5750\u6807\u5171\u8bc6\uff0c\u4e3a\u52a8\u6001\u73af\u5883\u4e2d\u7684\u673a\u5668\u4eba\u534f\u4f5c\u63d0\u4f9b\u4e86\u53ef\u6269\u5c55\u6846\u67b6\uff0c\u4e3a\u667a\u80fd\u4f53\u5728\u7a7a\u95f4\u73af\u5883\u4e2d\u7684\u901a\u4fe1\u548c\u534f\u4f5c\u63d0\u4f9b\u4e86\u7406\u8bba\u57fa\u7840\u3002<\/li>\n<li data-id=\"ld70c578-OEu0F55k\"><strong>AG-UI \u534f\u8bae<\/strong>\u00a0\uff1a\u57fa\u4e8e\u5ba2\u6237\u7aef &#8211; \u670d\u52a1\u5668\u67b6\u6784\uff0c\u901a\u8fc7\u4e8b\u4ef6\u9a71\u52a8\u673a\u5236\u5b9e\u73b0\u7528\u6237\uff08\u524d\u7aef\u5e94\u7528\u7a0b\u5e8f\uff09\u4e0e\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u901a\u4fe1\u3002\u524d\u7aef\u5e94\u7528\u901a\u8fc7 AG &#8211; UI \u5ba2\u6237\u7aef\u8fde\u63a5\u667a\u80fd\u4f53\uff0c\u8c03\u7528 RUN 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\u653b\u51fb\u9632\u5fa1<\/strong>\u00a0\uff1a\u5b9e\u65bd\u7ec6\u7c92\u5ea6\u7684\u8d44\u6e90\u914d\u989d\u7ba1\u7406\uff0c\u9650\u5236\u6bcf\u4e2a\u7528\u6237\u4f1a\u8bdd\u548c\u667a\u80fd\u4f53\u5b9e\u4f8b\u7684\u8ba1\u7b97\u8d44\u6e90\u4f7f\u7528\u3002\u5f15\u5165\u8f93\u51fa\u957f\u5ea6\u9884\u6d4b\u7b97\u6cd5\uff0c\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u5b9e\u65f6\u76d1\u6d4b\u5e76\u622a\u65ad\u6f5c\u5728\u6076\u610f\u7684\u957f\u8f93\u51fa\u3002\u540c\u65f6\uff0c\u5efa\u7acb\u5b9e\u65f6\u76d1\u63a7\u673a\u5236\uff0c\u8ddf\u8e2a\u5355\u4e2a\u7528\u6237\u6216 IP \u5730\u5740\u7684\u8bf7\u6c42\u9891\u7387\u548c\u8d44\u6e90\u6d88\u8017\uff0c\u6839\u636e\u5f02\u5e38\u60c5\u51b5\u52a8\u6001\u8c03\u6574\u6a21\u578b\u54cd\u5e94\u6216\u4e34\u65f6\u9650\u5236\u53ef\u7591\u7528\u6237\u8bbf\u95ee\u3002\u6b64\u5916\uff0c\u63d0\u9ad8\u63a8\u7406\u6548\u7387\uff0c\u5982\u901a\u8fc7\u538b\u7f29\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u4ee4\u724c\u6d88\u8017\uff0c\u91c7\u7528\u8f7b\u91cf\u7ea7\u63a8\u7406\u673a\u5236\u7b49\uff0c\u589e\u5f3a\u7cfb\u7edf\u5bf9 DoS \u653b\u51fb\u7684\u5f39\u6027\u3002<\/p>\n<h3>\u667a\u80fd\u4f53 &#8211; \u667a\u80fd\u4f53\u901a\u4fe1<\/h3>\n<h4>\u76f8\u5173\u534f\u8bae<\/h4>\n<p><strong>\u57fa\u4e8e\u5ba2\u6237\u7aef &#8211; \u670d\u52a1\u5668\uff08CS\uff09\u67b6\u6784\u7684\u534f\u8bae<\/strong>\u00a0\uff1a\u5982 IBM \u7684 ACP &#8211; IBM\uff0c\u5176\u652f\u6301\u591a\u79cd\u667a\u80fd\u4f53\u53d1\u73b0\u673a\u5236\uff0c\u5305\u62ec\u57fa\u672c\u53d1\u73b0\u3001\u57fa\u4e8e\u6ce8\u518c\u8868\u7684\u53d1\u73b0\u3001\u79bb\u7ebf\u53d1\u73b0\u548c\u5f00\u653e\u53d1\u73b0\u3002\u5728\u667a\u80fd\u4f53\u53d1\u73b0\u9636\u6bb5\uff0c\u5ba2\u6237\u7aef\u8fde\u63a5\u5230\u667a\u80fd\u4f53\u670d\u52a1\u5668\uff0c\u67e5\u8be2\u53ef\u7528\u667a\u80fd\u4f53\u53ca\u5176\u80fd\u529b\u63cf\u8ff0\u3002\u5bf9\u4e8e\u5355\u667a\u80fd\u4f53\u4efb\u52a1\uff0c\u667a\u80fd\u4f53\u670d\u52a1\u5668\u5c06 REST \u8c03\u7528\u5305\u88c5\u4e3a\u5185\u90e8\u903b\u8f91\uff1b\u5bf9\u4e8e\u591a\u667a\u80fd\u4f53\u4efb\u52a1\uff0c\u5ba2\u6237\u7aef\u6d88\u606f\u9996\u5148\u53d1\u9001\u5230\u8def\u7531\u5668\u667a\u80fd\u4f53\uff0c\u8d1f\u8d23\u5206\u89e3\u8bf7\u6c42\u3001\u8def\u7531\u4efb\u52a1\u548c\u805a\u5408\u54cd\u5e94\u3002ACP &#8211; IBM \u652f\u6301\u540c\u6b65\u548c\u6d41\u5f0f\u6267\u884c\uff0c\u5e76\u5141\u8bb8\u8de8\u591a\u8f6e\u5bf9\u8bdd\u4fdd\u5b58\u72b6\u6001\u3002AGNTCY \u7684 ACP &#8211; AGNTCY \u534f\u8bae\u5141\u8bb8\u9a8c\u8bc1\u8c03\u7528\u8005\u8eab\u4efd\uff0c\u652f\u6301\u7ebf\u7a0b\u72b6\u6001\u7ba1\u7406\uff0c\u5177\u5907\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002\u5176\u91c7\u7528\u7ebf\u7a0b\u673a\u5236\uff0c\u652f\u6301\u7ebf\u7a0b\u7684\u521b\u5efa\u3001\u590d\u5236\u548c\u641c\u7d22\uff0c\u8bb0\u5f55\u72b6\u6001\u5386\u53f2\uff0c\u4fbf\u4e8e\u8c03\u8bd5\u548c\u56de\u6eaf\u3002\u652f\u6301\u65e0\u72b6\u6001\u548c\u6709\u72b6\u6001\u4e24\u79cd\u64cd\u4f5c\u6a21\u5f0f\uff0c\u6ee1\u8db3\u590d\u6742\u573a\u666f\u9700\u6c42\u3002<\/p>\n<p><strong>\u57fa\u4e8e\u5bf9\u7b49\u7f51\u7edc\uff08P2P\uff09\u67b6\u6784\u7684\u534f\u8bae<\/strong>\u00a0\uff1a\u5982 AgentUnion \u7684 ACP &#8211; AgentUnion\uff0c\u6bcf\u4e2a\u667a\u80fd\u4f53\u62e5\u6709\u552f\u4e00 AID\uff08\u667a\u80fd\u4f53 ID\uff09\uff0c\u4ee5\u4e8c\u7ea7\u57df\u540d\u5f62\u5f0f\u5b58\u5728\uff0c\u667a\u80fd\u4f53\u53ef\u901a\u8fc7 URI \u76f4\u63a5\u8bbf\u95ee\u5176\u4ed6\u667a\u80fd\u4f53\u3002\u5176\u8bbf\u95ee\u70b9\uff08AP\uff09\u5b8c\u6210\u667a\u80fd\u4f53\u8eab\u4efd\u8ba4\u8bc1\u3001\u5730\u5740\u641c\u7d22\u3001\u901a\u4fe1\u548c\u6570\u636e\u5b58\u50a8\uff0c\u5e76\u63d0\u4f9b AID \u521b\u5efa\u3001\u7ba1\u7406\u548c\u8ba4\u8bc1\u670d\u52a1\uff0c\u5b9e\u73b0\u667a\u80fd\u4f53\u5728\u4e92\u8054\u7f51\u4e0a\u7684\u901a\u4fe1\u3002Agora\u00a0\u534f\u8bae\u6838\u5fc3\u5728\u4e8e\u6839\u636e\u901a\u4fe1\u9891\u7387\u52a8\u6001\u5207\u6362\u901a\u4fe1\u6a21\u5f0f\u3002\u9ad8\u9891\u901a\u4fe1\u4f7f\u7528\u6807\u51c6\u5316\u534f\u8bae\uff0c\u4f4e\u9891\u6216\u672a\u77e5\u573a\u666f\u4f7f\u7528\u667a\u80fd\u4f53\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u4e2d\u9891\u901a\u4fe1\u91c7\u7528\u7ed3\u6784\u5316\u6570\u636e\u5904\u7406\u3002\u540c\u65f6\uff0c\u534f\u8bae\u6587\u6863\uff08PD\uff09\u4f5c\u4e3a\u81ea\u5305\u542b\u534f\u8bae\u63cf\u8ff0\uff0c\u901a\u8fc7\u54c8\u5e0c\u503c\u552f\u4e00\u6807\u8bc6\uff0c\u652f\u6301\u53bb\u4e2d\u5fc3\u5316\u5171\u4eab\u3002ACN \u534f\u8bae\u57fa\u4e8e\u5206\u5e03\u5f0f\u54c8\u5e0c\u8868\uff08DHT\uff09\uff0c\u4f7f\u667a\u80fd\u4f53\u80fd\u591f\u53d1\u5e03\u548c\u53d1\u73b0\u516c\u94a5\uff0c\u5efa\u7acb\u52a0\u5bc6\u7684\u70b9\u5bf9\u70b9\u901a\u4fe1\u901a\u9053\u3002\u667a\u80fd\u4f53\u9700\u6ce8\u518c\u5230\u4e00\u4e2a\u5bf9\u7b49\u8282\u70b9\uff0c\u8be5\u8282\u70b9\u5c06 \u201c\u667a\u80fd\u4f53 ID &#8211; \u5bf9\u7b49\u8282\u70b9 ID\u201d \u5bf9\u5b58\u50a8\u5728 DHT \u7f51\u7edc\u4e2d\u3002\u901a\u4fe1\u65f6\uff0c\u6e90\u667a\u80fd\u4f53\u6d88\u606f\u53d1\u9001\u81f3\u5173\u8054\u5bf9\u7b49\u8282\u70b9\uff0c\u901a\u8fc7 DHT \u9012\u5f52\u641c\u7d22\u76ee\u6807\u667a\u80fd\u4f53\u8bb0\u5f55\uff0c\u5efa\u7acb\u901a\u4fe1\u901a\u9053\u5e76\u8fdb\u884c\u6570\u5b57\u7b7e\u540d\u9a8c\u8bc1\uff0c\u786e\u4fdd\u901a\u4fe1\u5b89\u5168\u3002ANP \u534f\u8bae\u91c7\u7528\u4e09\u5c42\u67b6\u6784\uff0c\u8eab\u4efd\u4e0e\u52a0\u5bc6\u901a\u4fe1\u5c42\u5229\u7528\u7b26\u5408 W3C \u6807\u51c6\u7684\u5206\u5e03\u5f0f\u6807\u8bc6\u7b26\uff08DID\uff09\u548c\u692d\u5706\u66f2\u7ebf\u5bc6\u7801\u5b66\uff08ECC\uff09\u52a0\u5bc6\uff0c\u786e\u4fdd\u8de8\u5e73\u53f0\u53ef\u9a8c\u8bc1\u8eab\u4efd\u548c\u667a\u80fd\u4f53\u4fdd\u5bc6\u901a\u4fe1\uff1b\u5143\u534f\u8bae\u5c42\u5141\u8bb8\u667a\u80fd\u4f53\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u52a8\u6001\u5efa\u7acb\u548c\u6f14\u5316\u901a\u4fe1\u534f\u8bae\uff0c\u652f\u6301\u7075\u6d3b\u3001\u81ea\u9002\u5e94\u548c\u9ad8\u6548\u7684\u667a\u80fd\u4f53\u534f\u4f5c\uff1b\u5e94\u7528\u5c42\u4f7f\u7528 JSON &#8211; LD \u548c\u8bed\u4e49\u7f51\u6807\u51c6\uff08\u5982 RDF \u548c schema.org\uff09\u63cf\u8ff0\u667a\u80fd\u4f53\u80fd\u529b\uff0c\u4fbf\u4e8e\u667a\u80fd\u4f53\u57fa\u4e8e\u8bed\u4e49\u63cf\u8ff0\u53d1\u73b0\u548c\u8c03\u7528\u670d\u52a1\uff0c\u540c\u65f6\u5b9a\u4e49\u6807\u51c6\u5316\u534f\u8bae\u7ba1\u7406\u673a\u5236\uff0c\u652f\u6301\u9ad8\u6548\u4e92\u8054\u4e92\u901a\u7684\u667a\u80fd\u4f53\u4ea4\u4e92\u3002\u5176\u9075\u5faa\u6700\u5c0f\u6743\u9650\u539f\u5219\uff0c\u91c7\u7528\u6700\u5c0f\u4fe1\u4efb\u3001\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u6d88\u9664\u5e73\u53f0\u5b64\u5c9b\uff0c\u4fc3\u8fdb\u53bb\u4e2d\u5fc3\u5316\u3001\u53ef\u7ec4\u5408\u7684\u667a\u80fd\u4f53\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n<p><strong>\u6df7\u5408\u67b6\u6784\u534f\u8bae<\/strong>\u00a0\uff1a\u5982 Eclipse \u7684 LMOS \u534f\u8bae\uff0c\u652f\u6301\u4e09\u79cd\u667a\u80fd\u4f53\u53d1\u73b0\u65b9\u6cd5\uff1a\u57fa\u4e8e W3C Web of Things\uff08WoT\uff09\u673a\u5236\u7684\u52a8\u6001\u6ce8\u518c\u5143\u6570\u636e\uff1b\u901a\u8fc7 mDNS \u548c DNS &#8211; SD \u534f\u8bae\u5728\u5c40\u57df\u7f51\u4e2d\u53d1\u73b0\u667a\u80fd\u4f53 \/ \u5de5\u5177\uff1b\u91c7\u7528\u8054\u90a6\u3001\u53bb\u4e2d\u5fc3\u5316\u534f\u8bae\uff08\u5982 P2P \u534f\u8bae\uff09\u5728\u5168\u7403\u8303\u56f4\u5185\u4f20\u64ad\u667a\u80fd\u4f53\u548c\u5de5\u5177\u63cf\u8ff0\uff0c\u4e0d\u4f9d\u8d56\u4e2d\u5fc3\u6ce8\u518c\u4e2d\u5fc3\uff0c\u9002\u7528\u4e8e\u5168\u7403\u534f\u4f5c\u573a\u666f\u3002\u5176\u67b6\u6784\u5206\u4e3a\u5e94\u7528\u5c42\u3001\u4f20\u8f93\u5c42\u548c\u8eab\u4efd\u4e0e\u5b89\u5168\u5c42\u3002\u5e94\u7528\u5c42\u5229\u7528\u57fa\u4e8e JSON &#8211; LD \u7684\u683c\u5f0f\u63cf\u8ff0\u667a\u80fd\u4f53\u548c\u5de5\u5177\u80fd\u529b\uff1b\u4f20\u8f93\u5c42\u652f\u6301\u667a\u80fd\u4f53\u52a8\u6001\u534f\u5546 HTTP \u6216 MQTT \u7b49\u534f\u8bae\uff0c\u9002\u5e94\u540c\u6b65\u548c\u5f02\u6b65\u6570\u636e\u4ea4\u6362\uff1b\u8eab\u4efd\u4e0e\u5b89\u5168\u5c42\u901a\u8fc7\u7b26\u5408 W3C \u6807\u51c6\u7684\u5206\u5e03\u5f0f\u8eab\u4efd\u8ba4\u8bc1\uff0c\u7ed3\u5408\u52a0\u5bc6\u548c OAuth2 \u7b49\u534f\u8bae\uff0c\u4fdd\u969c\u8de8\u5e73\u53f0\u4ea4\u4e92\u5b89\u5168\u3002A2A \u534f\u8bae\u652f\u6301\u4e09\u79cd\u667a\u80fd\u4f53\u53d1\u73b0\u673a\u5236\uff1aWell &#8211; Known URI\u3001Curated Registries \u548c Direct Configuration \/ Private Discovery\u3002Well &#8211; Known URI \u8981\u6c42\u667a\u80fd\u4f53\u670d\u52a1\u5668\u5728\u57df\u540d\u4e0b\u7684\u6807\u51c6\u5316\u8def\u5f84\u5b58\u50a8\u667a\u80fd\u4f53\u5361\u7247\uff0c\u5b9e\u73b0\u81ea\u52a8\u641c\u7d22\u4e92\u8054\u7f51\u667a\u80fd\u4f53\uff0c\u4f46\u4e0d\u652f\u6301\u57fa\u4e8e\u80fd\u529b\u7684\u667a\u80fd\u4f53\u53d1\u73b0\u3002Curated Registries \u5373\u667a\u80fd\u4f53\u670d\u52a1\u5668\u6ce8\u518c\u667a\u80fd\u4f53\u5361\u7247\uff0c\u4e0e ACP &#8211; IBM \u7c7b\u4f3c\u3002Direct Configuration \/ Private Discovery \u5141\u8bb8\u5ba2\u6237\u7aef\u901a\u8fc7\u786c\u7f16\u7801\u3001\u672c\u5730\u914d\u7f6e\u6587\u4ef6\u3001\u73af\u5883\u53d8\u91cf\u6216\u79c1\u6709 API \u76f4\u63a5\u83b7\u53d6\u667a\u80fd\u4f53\u5361\u7247\u3002\u53d1\u73b0\u76ee\u6807\u667a\u80fd\u4f53\u540e\uff0c\u5ba2\u6237\u7aef\u5206\u914d\u4efb\u52a1\u5e76\u7b49\u5f85\u54cd\u5e94\u3002<\/p>\n<p><strong>\u5176\u4ed6\u534f\u8bae<\/strong>\u00a0\uff1a\u5982 NEAR AI \u7684 AITP\uff0c\u91c7\u7528\u57fa\u4e8e\u7ebf\u7a0b\u7684\u6d88\u606f\u7ed3\u6784\uff0c\u6bcf\u4e2a\u7ebf\u7a0b\u5c01\u88c5\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u3001\u53c2\u4e0e\u8005\u5143\u6570\u636e\u548c\u80fd\u529b\u58f0\u660e\uff0c\u652f\u6301\u591a\u667a\u80fd\u4f53\u534f\u8c03\u3002\u901a\u8fc7 JSON \u683c\u5f0f\u6d88\u606f\u4ea4\u6362\u5b9e\u73b0\u8bf7\u6c42\u3001\u54cd\u5e94\u548c\u4e0a\u4e0b\u6587\u4f20\u9012\uff0c\u652f\u6301\u540c\u6b65\u548c\u5f02\u6b65\u4ea4\u4e92\u6a21\u5f0f\uff0c\u4fc3\u8fdb\u590d\u6742\u591a\u6b65\u4efb\u52a1\u7684\u7f16\u6392\u3002LangChain \u7684\u667a\u80fd\u4f53\u534f\u8bae\u57fa\u4e8e Run\u3001Thread \u548c Store \u673a\u5236\uff0cRun \u8868\u793a\u667a\u80fd\u4f53\u7684\u5355\u6b21\u8c03\u7528\uff0c\u652f\u6301\u5b9e\u65f6\u7ed3\u679c\u6d41\u5f0f\u8f93\u51fa\u6216\u7b49\u5f85\u6700\u7ec8\u8f93\u51fa\u3002Thread \u4f5c\u4e3a\u72b6\u6001\u5bb9\u5668\uff0c\u5b58\u50a8\u591a\u8f6e\u64cd\u4f5c\u7684\u7d2f\u8ba1\u8f93\u51fa\u548c\u68c0\u67e5\u70b9\uff0c\u652f\u6301\u72b6\u6001\u5386\u53f2\u7ba1\u7406\u3002Store \u63d0\u4f9b\u8de8\u7ebf\u7a0b\u7684\u6301\u4e45\u5316\u952e\u503c\u5b58\u50a8\uff0c\u5b9e\u73b0\u667a\u80fd\u4f53\u7684\u957f\u671f\u8bb0\u5fc6\u548c\u72b6\u6001\u7ba1\u7406\u3002\u6b64\u5916\uff0cBackground Runs 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/d96737d4690cb7101dd906d084da984d92124f-1024x446.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/d96737d4690cb7101dd906d084da984d92124f-150x65.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/d96737d4690cb7101dd906d084da984d92124f-768x334.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u73b0\u6709\u667a\u80fd\u4f53-\u667a\u80fd\u4f53\u534f\u8bae\u7684\u5206\u7c7b\u4e0e\u6bd4\u8f83<\/p>\n<h4>\u5b89\u5168\u98ce\u9669\u5206\u6790<\/h4>\n<p><strong>CS 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\u4e2d\u6bd2\u65b9\u9762\uff0c\u653b\u51fb\u8005\u5229\u7528 SEO \u6280\u672f\uff0c\u5982\u5173\u952e\u8bcd\u586b\u5145\u3001\u865a\u5047\u94fe\u63a5\u3001\u5185\u5bb9\u52ab\u6301\u7b49\u624b\u6bb5\uff0c\u63d0\u9ad8\u6076\u610f\u667a\u80fd\u4f53\u5728\u667a\u80fd\u4f53\u670d\u52a1\u5668\u641c\u7d22\u7b97\u6cd5\u4e2d\u7684\u6392\u540d\uff0c\u4f7f\u6076\u610f\u667a\u80fd\u4f53\u66f4\u5bb9\u6613\u88ab\u8c03\u7528\uff0c\u4ece\u800c\u83b7\u53d6\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u62db\u8058\u7cfb\u7edf\u4e2d\uff0c\u653b\u51fb\u8005\u901a\u8fc7 SEO \u4e2d\u6bd2\u4f7f\u6076\u610f\u7b5b\u9009\u667a\u80fd\u4f53\u4f18\u5148\u88ab\u8c03\u7528\uff0c\u5bfc\u81f4\u5019\u9009\u4eba\u4fe1\u606f\u88ab\u6076\u610f\u5904\u7406\u3002<\/p>\n<p><strong>P2P \u67a0\u67b6\u7279\u5b9a\u98ce\u9669<\/strong>\u00a0\uff1a\u975e\u6536\u655b\u95ee\u9898\u5728 P2P 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DoS \u653b\u51fb\u3002\u4f8b\u5982\uff0cCORBA\uff08Contagious Recursive Blocking Attack\uff09\u53ef\u5728\u4efb\u4f55\u7f51\u7edc\u62d3\u6251\u4e2d\u4f20\u64ad\uff0c\u5e76\u6301\u7eed\u6d88\u8017\u8ba1\u7b97\u8d44\u6e90\uff0c\u901a\u8fc7\u770b\u4f3c\u826f\u6027\u7684\u6307\u4ee4\u5e72\u6270\u667a\u80fd\u4f53\u95f4\u4ea4\u4e92\uff0c\u964d\u4f4e MAS\uff08\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff09\u7684\u53ef\u7528\u6027\u3002<\/p>\n<p><img data-dominant-color=\"e7e7e7\" data-has-transparency=\"false\" style=\"--dominant-color: #e7e7e7;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26617\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/36e42cb15e5ad14d3ac173efcffb2b01fcad4e.png\" width=\"1080\" height=\"766\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/36e42cb15e5ad14d3ac173efcffb2b01fcad4e.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/36e42cb15e5ad14d3ac173efcffb2b01fcad4e-300x213.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/36e42cb15e5ad14d3ac173efcffb2b01fcad4e-1024x726.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/36e42cb15e5ad14d3ac173efcffb2b01fcad4e-150x106.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/36e42cb15e5ad14d3ac173efcffb2b01fcad4e-768x545.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u667a\u80fd\u4f53\u95f4\u901a\u4fe1\uff1a\u98ce\u9669\u3001\u7279\u5f81\u53ca\u9632\u5fa1\u7b56\u7565<\/p>\n<h4>\u9632\u5fa1\u63aa\u65bd\u5c55\u671b<\/h4>\n<p><strong>CS 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CPU\u3001GPU\u3001\u5185\u5b58\u7b49\u8d44\u6e90\u5229\u7528\u7387\u5b9e\u65f6\u8c03\u6574\u4efb\u52a1\u5904\u7406\u961f\u5217\uff0c\u5e76\u5efa\u7acb\u901f\u7387\u9650\u5236\u673a\u5236\uff0c\u9650\u5236\u5355\u4e2a\u667a\u80fd\u4f53\u5728\u5355\u4f4d\u65f6\u95f4\u5185\u7684\u4efb\u52a1\u6570\u91cf\uff0c\u5e94\u5bf9\u9ad8\u9891\u8bf7\u6c42\u3002\u53cd\u64cd\u7eb5\u4f18\u5316\u65b9\u9762\uff0c\u4ee3\u7406\u670d\u52a1\u5668\u90e8\u7f72\u9c81\u68d2\u667a\u80fd\u4f53\u641c\u7d22\u7b97\u6cd5\uff0c\u5982\u5f15\u5165\u5bf9\u6297\u8bad\u7ec3\u589e\u5f3a\u6a21\u578b\u6297\u64cd\u7eb5\u80fd\u529b\uff0c\u5bf9\u641c\u7d22\u5173\u952e\u8bcd\u8fdb\u884c\u8bed\u4e49\u6a21\u7cca\u5316 \/ 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NetSafe\uff0c\u5c06\u591a\u667a\u80fd\u4f53\u7f51\u7edc\u5efa\u6a21\u4e3a\u6709\u5411\u56fe\uff0c\u7ed3\u5408\u9759\u6001\u548c\u52a8\u6001\u6307\u6807\uff0c\u8bc4\u4f30\u7f51\u7edc\u62d3\u6251\u5b89\u5168\u6027\uff0c\u5e76\u901a\u8fc7\u9519\u8bef\u4fe1\u606f\u6ce8\u5165\u3001\u504f\u5dee\u8bf1\u5bfc\u548c\u6709\u5bb3\u4fe1\u606f\u63d0\u53d6\u7b49\u653b\u51fb\u7b56\u7565\u8fdb\u884c\u5b89\u5168\u8bc4\u6d4b\u3002\u667a\u80fd\u4f53\u7f16\u6392\u65b9\u9762\uff0c\u5b9e\u73b0\u667a\u80fd\u4f53\u7f16\u6392\uff0c\u81ea\u52a8\u4f18\u5316\u4efb\u52a1\u8c03\u5ea6\u548c\u5206\u914d\u8fc7\u7a0b\uff0c\u51cf\u5c11\u901a\u4fe1\u5f00\u9500\uff0c\u5e76\u4f18\u5316\u667a\u80fd\u4f53\u751f\u6210\u7684\u63d0\u793a\uff0c\u8282\u7701\u8ba1\u7b97\u8d44\u6e90\uff0c\u62b5\u5fa1\u5bf9\u6297\u6027\u8bf1\u9975\u4efb\u52a1\u5f15\u53d1\u7684\u8d44\u6e90\u6d88\u8017\u3002<\/p>\n<h3>\u667a\u80fd\u4f53 &#8211; \u73af\u5883\u901a\u4fe1<\/h3>\n<h4>\u76f8\u5173\u534f\u8bae<\/h4>\n<p><strong>MCP \u534f\u8bae<\/strong>\u00a0\uff1aMCP \u901a\u8fc7\u4e3b\u673a\u3001\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u4e09\u4e2a\u6838\u5fc3\u7ec4\u4ef6\u534f\u540c\u5de5\u4f5c\uff0c\u5b9e\u73b0\u667a\u80fd\u4f53\u4e0e\u5916\u90e8\u73af\u5883\u7684\u9ad8\u6548\u901a\u4fe1\u3002\u5728\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u5982\u667a\u80fd\u79d1\u7814\u9886\u57df\uff0c\u79d1\u7814\u667a\u80fd\u4f53\u901a\u8fc7 MCP 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\u7684\u98ce\u9669<\/strong>\u00a0\uff1a\u5185\u5b58\u6ce8\u5165\u65b9\u9762\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u8bf1\u5bfc\u667a\u80fd\u4f53\u751f\u6210\u5e76\u8bb0\u5f55\u6076\u610f\u5185\u5bb9\uff0c\u4f7f\u5176\u81ea\u4e3b\u5185\u5b58\u5199\u5165\u673a\u5236\u88ab\u5229\u7528\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u533b\u7597\u8bca\u65ad\u573a\u666f\u4e2d\uff0c\u653b\u51fb\u8005\u6784\u9020\u8bf1\u5bfc\u63d0\u793a\uff0c\u4f7f\u667a\u80fd\u4f53\u5728\u5185\u5b58\u5199\u5165\u9636\u6bb5\u751f\u6210\u9519\u8bef\u7684\u8bca\u65ad\u6b65\u9aa4\uff0c\u8fd9\u4e9b\u6b65\u9aa4\u4e0e\u60a3\u8005\u67e5\u8be2\u8bed\u4e49\u76f8\u4f3c\uff0c\u5f53\u60a3\u8005\u67e5\u8be2\u65f6\uff0c\u88ab\u6c61\u67d3\u7684\u5185\u5b58\u53ef\u80fd\u88ab\u68c0\u7d22\uff0c\u5bfc\u81f4\u9519\u8bef\u8bca\u65ad\uff0c\u5f71\u54cd\u6cbb\u7597\u65b9\u6848\u3002\u5185\u5b58\u4e2d\u6bd2\u65b9\u9762\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u690d\u5165\u5bf9\u6297\u6837\u672c\u5bf9\u667a\u80fd\u4f53\u7684\u5185\u5b58\u5b58\u50a8\u8fdb\u884c\u8bed\u4e49\u7834\u574f\u3002\u5728\u667a\u80fd\u6559\u80b2\u573a\u666f\u4e2d\uff0c\u653b\u51fb\u8005\u5728\u667a\u80fd\u4f53\u7684\u957f\u671f\u8bb0\u5fc6\u4e2d\u690d\u5165\u9519\u8bef\u7684\u77e5\u8bc6\u70b9\uff0c\u5f53\u5b66\u751f\u67e5\u8be2\u76f8\u5173\u77e5\u8bc6\u65f6\uff0c\u667a\u80fd\u4f53\u53ef\u80fd\u8fd4\u56de\u9519\u8bef\u7b54\u6848\uff0c\u5f71\u54cd\u5b66\u4e60\u6548\u679c\u3002\u5185\u5b58\u63d0\u53d6\u65b9\u9762\uff0c\u667a\u80fd\u4f53\u8bb0\u5f55\u7684\u7528\u6237\u4ea4\u4e92\u6570\u636e\u5305\u542b\u654f\u611f\u4fe1\u606f\uff0c\u653b\u51fb\u8005\u53ef\u80fd\u901a\u8fc7\u7cbe\u5fc3\u6784\u9020\u7684\u67e5\u8be2\u63d0\u53d6\u8fd9\u4e9b\u6570\u636e\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u91d1\u878d\u7406\u8d22\u573a\u666f\u4e2d\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u8bbe\u8ba1\u8bf1\u5bfc\u6027\u95ee\u9898\uff0c\u4f7f\u667a\u80fd\u4f53\u6cc4\u9732\u7528\u6237\u7684\u8d26\u6237\u4f59\u989d\u3001\u4ea4\u6613\u5bc6\u7801\u7b49\u654f\u611f\u4fe1\u606f\u3002\u77e5\u8bc6\u5e93\u6570\u636e\u6295\u6bd2\u65b9\u9762\uff0c\u653b\u51fb\u8005\u5728 RAG \u7cfb\u7edf\u7684\u68c0\u7d22\u8fc7\u7a0b\u4e2d\uff0c\u901a\u8fc7\u5728\u77e5\u8bc6\u5e93\u4e2d\u6ce8\u5165\u5bf9\u6297\u6027\u6587\u672c\uff0c\u5e72\u6270\u68c0\u7d22\u8fc7\u7a0b\uff0c\u64cd\u7eb5\u751f\u6210\u7ed3\u679c\uff0c\u6216\u6cc4\u9732\u9690\u79c1\u6570\u636e\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u65b0\u95fb\u63a8\u8350\u7cfb\u7edf\u4e2d\uff0c\u653b\u51fb\u8005\u5728\u77e5\u8bc6\u5e93\u4e2d\u690d\u5165\u865a\u5047\u65b0\u95fb\u5185\u5bb9\uff0c\u4f7f\u667a\u80fd\u4f53\u5728\u7279\u5b9a\u67e5\u8be2\u4e0b\u4f18\u5148\u68c0\u7d22\u5e76\u751f\u6210\u865a\u5047\u65b0\u95fb\uff0c\u8bef\u5bfc\u7528\u6237\u3002\u9690\u79c1\u98ce\u9669\u4e0e\u975e\u9884\u671f\u6cc4\u9732\u65b9\u9762\uff0cRAG \u7cfb\u7edf\u68c0\u7d22\u7684\u534a\u79c1\u6709\u6216\u79c1\u6709\u8bed\u6599\u5e93\u53ef\u80fd\u5305\u542b\u654f\u611f\u4fe1\u606f\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u63d0\u793a\u8bf1\u5bfc\u667a\u80fd\u4f53\u6cc4\u9732\u8fd9\u4e9b\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u4f01\u4e1a\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\u4e2d\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u6784\u9020\u7279\u5b9a\u67e5\u8be2\uff0c\u4f7f\u667a\u80fd\u4f53\u6cc4\u9732\u4f01\u4e1a\u5185\u90e8\u673a\u5bc6\u6587\u4ef6\u5185\u5bb9\u3002<\/p>\n<p><strong>\u57fa\u4e8e\u5de5\u5177\u7684\u98ce\u9669<\/strong>\u00a0\uff1a\u6076\u610f\u5de5\u5177\u4f5c\u4e3a\u653b\u51fb\u8f7d\u4f53\u65b9\u9762\uff0c\u653b\u51fb\u8005\u5728\u5171\u4eab\u5de5\u5177\u4ed3\u5e93\u4e2d\u53d1\u5e03\u770b\u4f3c\u65e0\u5bb3\u7684\u5de5\u5177\uff0c\u5b9e\u5219\u6697\u85cf\u6076\u610f\u903b\u8f91\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u8f6f\u4ef6\u5f00\u53d1\u573a\u666f\u4e2d\uff0c\u653b\u51fb\u8005\u53d1\u5e03\u542b\u6709\u6076\u610f\u4ee3\u7801\u7684\u4ee3\u7801\u751f\u6210\u5de5\u5177\uff0c\u5f53\u667a\u80fd\u4f53\u8c03\u7528\u8be5\u5de5\u5177\u65f6\uff0c\u6076\u610f\u4ee3\u7801\u88ab\u6267\u884c\uff0c\u5bfc\u81f4\u5f00\u53d1\u73af\u5883\u88ab\u5165\u4fb5\u6216\u8f6f\u4ef6\u4e2d\u690d\u5165\u540e\u95e8\u3002\u5408\u6cd5\u5de5\u5177\u7684\u6ee5\u7528\u65b9\u9762\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u7cbe\u5fc3\u6784\u9020\u7684\u8f93\u5165\uff0c\u8bf1\u5bfc\u667a\u80fd\u4f53\u6ee5\u7528\u5408\u6cd5\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u6587\u4ef6\u7ba1\u7406\u7cfb\u7edf\u4e2d\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u6784\u9020\u7279\u6b8a\u53c2\u6570\uff0c\u4f7f\u667a\u80fd\u4f53\u6ee5\u7528\u6587\u4ef6\u5220\u9664\u5de5\u5177\uff0c\u8bef\u5220\u91cd\u8981\u6587\u4ef6\u3002\u5de5\u5177\u9009\u62e9\u8fc7\u7a0b\u7684\u64cd\u7eb5\u65b9\u9762\uff0c\u653b\u51fb\u8005\u7be1\u6539\u5de5\u5177\u63cf\u8ff0\u6216\u6ce8\u5165\u8bef\u5bfc\u6027\u63d0\u793a\uff0c\u5f71\u54cd\u667a\u80fd\u4f53\u7684\u5de5\u5177\u9009\u62e9\u903b\u8f91\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u6570\u636e\u5206\u6790\u573a\u666f\u4e2d\uff0c\u653b\u51fb\u8005\u7be1\u6539\u6570\u636e\u5206\u6790\u5de5\u5177\u7684\u63cf\u8ff0\uff0c\u4f7f\u667a\u80fd\u4f53\u4f18\u5148\u9009\u62e9\u529f\u80fd\u53d7\u9650\u7684\u5de5\u5177\uff0c\u5bfc\u81f4\u6570\u636e\u5206\u6790\u7ed3\u679c\u4e0d\u51c6\u786e\uff0c\u5f71\u54cd\u51b3\u7b56\u3002<\/p>\n<h4>\u9632\u5fa1\u63aa\u65bd\u5c55\u671b<\/h4>\n<p><strong>\u9488\u5bf9\u5185\u5b58\u4e0e RAG \u98ce\u9669\u7684\u9632\u5fa1<\/strong>\u00a0\uff1a\u5d4c\u5165\u7a7a\u95f4\u7b5b\u9009\u4e0e\u805a\u7c7b\u5f02\u5e38\u68c0\u6d4b\u65b9\u9762\uff0c\u5728\u667a\u80fd\u4f53\u63a5\u6536\u8bb0\u5fc6\u6761\u76ee\u6216\u68c0\u7d22\u7ed3\u679c\u65f6\uff0c\u901a\u8fc7\u805a\u7c7b\u6280\u672f\uff08\u5982 K &#8211; means\uff09\u5206\u6790\u5176\u8bed\u4e49\u5d4c\u5165\uff0c\u63d0\u524d\u8bc6\u522b\u5e76\u8fc7\u6ee4\u5f02\u5e38\u5185\u5bb9\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u6559\u80b2\u667a\u80fd\u4f53\u4e2d\uff0c\u5bf9\u65b0\u5199\u5165\u7684\u8bb0\u5fc6\u6761\u76ee\u8fdb\u884c\u805a\u7c7b\u5206\u6790\uff0c\u8bc6\u522b\u4e0e\u4e3b\u6d41\u6559\u80b2\u5185\u5bb9\u504f\u79bb\u8f83\u8fdc\u7684\u6761\u76ee\uff0c\u5c06\u5176\u6807\u8bb0\u4e3a\u6f5c\u5728\u5a01\u80c1\u3002\u5171\u8bc6\u8fc7\u6ee4\u4e0e\u6295\u7968\u805a\u5408\u65b9\u9762\uff0c\u91c7\u7528\u57fa\u4e8e\u591a\u6570\u6295\u7968\u6216\u8bed\u4e49\u6295\u7968\u7684\u673a\u5236\uff0c\u786e\u4fdd\u53ea\u6709\u88ab\u5e7f\u6cdb\u9a8c\u8bc1\u7684\u6761\u76ee\u624d\u80fd\u5f71\u54cd\u6700\u7ec8\u54cd\u5e94\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u533b\u7597\u8bca\u65ad\u667a\u80fd\u4f53\u4e2d\uff0c\u5f53\u591a\u4e2a\u77e5\u8bc6\u6e90\u63d0\u4f9b\u8bca\u65ad\u4fe1\u606f\u65f6\uff0c\u53ea\u6709\u83b7\u5f97\u591a\u6570\u77e5\u8bc6\u6e90\u652f\u6301\u7684\u8bca\u65ad\u7ed3\u679c\u624d\u4f1a\u88ab\u91c7\u7eb3\uff0c\u4ece\u800c\u51cf\u5c11\u5355\u4e00\u6c61\u67d3\u6e90\u7684\u5f71\u54cd\u3002\u6267\u884c\u76d1\u63a7\u4e0e\u89c4\u5212\u4e00\u81f4\u6027\u68c0\u67e5\u65b9\u9762\uff0c\u5f15\u5165\u667a\u80fd\u4f53\u5bf9\u7528\u6237\u8bf7\u6c42\u7684\u91cd\u8ff0\u548c\u89c4\u5212\u751f\u6210\uff0c\u5e76\u6301\u7eed\u5bf9\u6bd4\u8fd0\u884c\u65f6\u884c\u4e3a\u4e0e\u89c4\u5212\uff0c\u4efb\u4f55\u57fa\u4e8e\u610f\u5916\u8bb0\u5fc6\u6216\u68c0\u7d22\u7684\u504f\u5dee\u90fd\u88ab\u89c6\u4e3a\u5f02\u5e38\u884c\u4e3a\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u65c5\u884c\u89c4\u5212\u667a\u80fd\u4f53\u4e2d\uff0c\u667a\u80fd\u4f53\u751f\u6210\u65c5\u884c\u8ba1\u5212\u540e\uff0c\u6301\u7eed\u76d1\u63a7\u6267\u884c\u8fc7\u7a0b\uff0c\u82e5\u53d1\u73b0\u5b9e\u9645\u64cd\u4f5c\u4e0e\u89c4\u5212\u4e25\u91cd\u504f\u79bb\uff0c\u7acb\u5373\u89e6\u53d1\u5f02\u5e38\u5904\u7406\u673a\u5236\uff0c\u5982\u505c\u6b62\u6267\u884c\u6216\u56de\u6eda\u81f3\u5b89\u5168\u72b6\u6001\u3002\u7cfb\u7edf &#8211; \u95e8\u63a7\u8bb0\u5fc6\u4fdd\u7559\u4e0e\u8f93\u5165\u51c0\u5316\u65b9\u9762\uff0c\u5b9e\u65bd\u4e25\u683c\u7684\u5185\u5bb9\u51c0\u5316\u673a\u5236\uff0c\u786e\u4fdd\u65b0\u751f\u6210\u5185\u5bb9\u5728\u88ab\u957f\u671f\u5b58\u50a8\u524d\u7ecf\u8fc7\u51c0\u5316\u5904\u7406\u3002\u4f8b\u5982\uff0cDRIFT \u4f7f\u7528\u6ce8\u5165\u9694\u79bb\u5668\u626b\u63cf\u751f\u6210\u6027\u8f93\u51fa\uff0c\u8bc6\u522b\u5e76\u9694\u79bb\u53ef\u80fd\u7684\u6076\u610f\u76ee\u6807\u8f6c\u79fb\u6216\u5192\u5145\u63d0\u793a\uff0c\u800c AgentSafe \u901a\u8fc7 ThreatSieve \u5b9e\u73b0\u5206\u5c42\u5b58\u50a8\uff0c\u901a\u8fc7 HierarCache \u8fdb\u884c\u4f18\u5148\u7ea7\u6392\u5e8f\uff0c\u786e\u4fdd\u957f\u671f\u8bb0\u5fc6\u7684\u7eaf\u51c0\u6027\u3002\u7edf\u4e00\u5185\u5bb9\u6765\u6e90\u8bc1\u660e\u4e0e\u4fe1\u4efb\u6846\u67b6\u65b9\u9762\uff0c\u7ef4\u62a4\u6e05\u6670\u7684\u6765\u6e90\u5143\u6570\u636e\u548c\u4fe1\u4efb\u8bc4\u5206\uff0c\u4e3a\u8bb0\u5fc6\u548c\u68c0\u7d22\u6d41\u7a0b\u7684\u4fdd\u7559\u3001\u6392\u5e8f\u6216\u6298\u6263\u63d0\u4f9b\u4f9d\u636e\u3002\u4f8b\u5982\uff0c\u5728\u667a\u80fd\u4f01\u4e1a\u667a\u80fd\u4f53\u4e2d\uff0c\u5bf9\u6765\u81ea\u4e0d\u540c\u90e8\u95e8\u6216\u5916\u90e8\u4f9b\u5e94\u5546\u7684\u4fe1\u606f\u8fdb\u884c\u6765\u6e90\u6807\u8bb0\u548c\u4fe1\u4efb\u8bc4\u5206\uff0c\u4f18\u5148\u4f7f\u7528\u9ad8\u4fe1\u4efb\u5ea6\u7684\u4fe1\u606f\uff0c\u540c\u65f6\u5bf9\u4f4e\u4fe1\u4efb\u5ea6\u4fe1\u606f\u8fdb\u884c\u4e25\u683c\u5ba1\u67e5\u3002<\/p>\n<p><strong>\u9488\u5bf9\u5de5\u5177\u98ce\u9669\u7684\u9632\u5fa1<\/strong>\u00a0\uff1a\u534f\u8bae\u7ea7\u9632\u62a4\u65b9\u9762\uff0c\u5efa\u7acb\u4e25\u683c\u7684\u5b89\u5168\u9a8c\u8bc1\u6846\u67b6\uff0c\u5bf9\u5de5\u5177\u6ce8\u518c\u548c\u4efb\u52a1\u6267\u884c\u8fc7\u7a0b\u8fdb\u884c\u7cbe\u7ec6\u7ba1\u63a7\u3002\u4f8b\u5982\uff0cMCPScan \u5bf9\u5de5\u5177\u6a21\u5f0f\u8fdb\u884c\u9759\u6001\u68c0\u67e5\uff0c\u626b\u63cf\u53ef\u7591\u6807\u7b7e\u6216\u5143\u6570\u636e\uff0c\u5e76\u901a\u8fc7\u5b9e\u65f6\u4ee3\u7406\u9a8c\u8bc1 MCP \u6d41\u91cf\uff0c\u5229\u7528 LLM \u8f85\u52a9\u542f\u53d1\u5f0f\u65b9\u6cd5\u6807\u8bb0\u9690\u853d\u884c\u4e3a\u3002MCP &#8211; Shield \u8fdb\u4e00\u6b65\u5f3a\u5316\u9632\u62a4\u80fd\u529b\uff0c\u901a\u8fc7\u7b7e\u540d\u5339\u914d\u548c\u5bf9\u6297\u6027\u884c\u4e3a\u5206\u6790\uff0c\u5b9e\u73b0\u5bf9\u9ad8\u98ce\u9669\u5de5\u5177\u548c\u7578\u5f62\u4efb\u52a1\u7684\u9884\u6267\u884c\u68c0\u6d4b\u3002MCIP \u501f\u9274 MAESTRO \u7684\u7ecf\u9a8c\uff0c\u5206\u6790\u8fd0\u884c\u65f6\u8ddf\u8e2a\uff0c\u63d0\u51fa\u53ef\u89e3\u91ca\u7684\u8bb0\u5f55\u6a21\u5f0f\u548c\u5b89\u5168\u611f\u77e5\u6a21\u578b\uff0c\u6709\u6548\u76d1\u63a7\u590d\u6742\u7684\u667a\u80fd\u4f53 &#8211; \u5de5\u5177\u4ea4\u4e92\u8fc7\u7a0b\u3002\u5de5\u5177\u8c03\u7528\u4e0e\u6267\u884c\u63a7\u5236\u65b9\u9762\uff0c\u91c7\u7528\u6c99\u76d2\u73af\u5883\u548c\u6743\u9650\u95e8\u63a7\u7b49\u7ecf\u5178\u6280\u672f\uff0c\u786e\u4fdd\u5de5\u5177\u8c03\u7528\u7684\u5b89\u5168\u6027\u3002\u4f8b\u5982\uff0cGoogle \u7684\u9632\u5fa1\u7eb5\u6df1\u6a21\u578b\u5021\u5bfc\u91c7\u7528\u7b56\u7565\u5f15\u64ce\u76d1\u63a7\u8ba1\u5212\u4e2d\u7684\u5de5\u5177\u64cd\u4f5c\uff0c\u9a8c\u8bc1\u53c2\u6570\u5b89\u5168\u6027\uff0c\u5e76\u5728\u98ce\u9669\u654f\u611f\u64cd\u4f5c\u4e2d\u8981\u6c42\u4eba\u5de5\u786e\u8ba4\u3002\u6b64\u5916\uff0c\u5b9e\u65bd\u6a21\u5f0f\u786c\u5316\u548c\u7ec6\u81f4\u7684\u8f93\u5165 \/ \u8f93\u51fa\u51c0\u5316\u63aa\u65bd\uff0c\u6709\u6548\u9632\u8303\u5f02\u5e38\u8f7d\u8377\u3002\u667a\u80fd\u4f53\u7f16\u6392\u76d1\u63a7\u65b9\u9762\uff0c\u5f15\u5165\u8f85\u52a9\u667a\u80fd\u4f53\u5bf9\u4e3b\u667a\u80fd\u4f53\u7684\u8ba1\u5212\u8fdb\u884c\u5ba1\u67e5\uff0c\u5e76\u5728\u5de5\u5177\u8c03\u7528\u524d\u751f\u6210\u53ef\u6267\u884c\u7684\u5b88\u62a4\u7a0b\u5e8f\u3002\u4f8b\u5982\uff0cGuardAgent \u90e8\u7f72\u9a8c\u8bc1\u667a\u80fd\u4f53\uff0c\u68c0\u67e5\u4e3b\u8981\u667a\u80fd\u4f53\u7684\u8ba1\u5212\u5e76\u751f\u6210\u9759\u6001\u68c0\u67e5\u6216\u8fd0\u884c\u65f6\u65ad\u8a00\uff0c\u786e\u4fdd\u5de5\u5177\u8c03\u7528\u7684\u5b89\u5168\u6027\u3002AgentGuard \u5219\u91c7\u7528\u66f4\u4e3a\u58f0\u660e\u5f0f\u7684\u65b9\u6cd5\uff0c\u5229\u7528\u8f85\u52a9 LLM 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