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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"449\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724744-1024x449.png\" alt=\"\" class=\"wp-image-14212\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724744-1024x449.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724744-300x132.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724744-768x337.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724744.png 1038w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/www.kaggle.com\/whitepaper-agent-companion<\/p>\n\n\n\n<p>\u767d\u76ae\u4e66\u6df1\u5165\u63a2\u8ba8\u4e86\u667a\u80fd\u4f53\u7684\u8bc4\u4f30\u65b9\u6cd5\uff0c\u4ecb\u7ecd\u4e86\u8c37\u6b4c\u667a\u80fd\u4f53\u4ea7\u54c1\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u53c2\u4e0e\u8fc7\u751f\u6210\u5f0fAI\u5f00\u53d1\u7684\u4eba\u90fd\u77e5\u9053\uff0c\u4ece\u4e00\u4e2a\u521b\u610f\u53d1\u5c55\u5230\u6982\u5ff5\u9a8c\u8bc1\u9636\u6bb5\u5e76\u4e0d\u96be\uff0c\u4f46\u60f3\u4fdd\u8bc1\u6700\u7ec8\u6210\u679c\u7684\u9ad8\u8d28\u91cf\uff0c\u5e76\u5c06\u5176\u6295\u5165\u5b9e\u9645\u751f\u4ea7\uff0c\u5c31\u6ca1\u90a3\u4e48\u7b80\u5355\u4e86\u3002<\/p>\n\n\n\n<p>\u5728\u5c06\u667a\u80fd\u4f53\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\u65f6\uff0c\u8d28\u91cf\u548c\u53ef\u9760\u6027\u662f\u6700\u5927\u7684\u95ee\u9898\uff0c\u667a\u80fd\u4f53\u8fd0\u7ef4\uff08AgentOps\uff09\u6d41\u7a0b\u662f\u4f18\u5316\u667a\u80fd\u4f53\u6784\u5efa\u8fc7\u7a0b\u7684\u6709\u6548\u65b9\u6848\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u667a\u80fd\u4f53\u8fd0\u7ef4<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u8fc7\u53bb\u4e24\u5e74\uff0c\u751f\u6210\u5f0fAI\uff08GenAI\uff09\u53d1\u751f\u4e86\u5de8\u5927\u53d8\u9769\uff0c\u4f01\u4e1a\u5ba2\u6237\u8d8a\u6765\u8d8a\u5173\u6ce8\u5982\u4f55\u5c06\u89e3\u51b3\u65b9\u6848\u771f\u6b63\u5e94\u7528\u5230\u5b9e\u9645\u4e1a\u52a1\u4e2d\u3002<\/p>\n\n\n\n<p>\u667a\u80fd\u4f53\u4e0e\u8fd0\u7ef4\uff08AgentOps\uff09\u5c5e\u4e8e\u751f\u6210\u5f0fAI\u8fd0\u7ef4\u7684\u4e00\u4e2a\u5206\u652f\uff0c\u91cd\u70b9\u5173\u6ce8\u5982\u4f55\u8ba9\u667a\u80fd\u4f53\u66f4\u9ad8\u6548\u5730\u8fd0\u884c\u3002<\/p>\n\n\n\n<p>AgentOps\u65b0\u589e\u4e86\u4e00\u4e9b\u5173\u952e\u7ec4\u4ef6\uff0c\u5305\u62ec\u5bf9\u5185\u90e8\u548c\u5916\u90e8\u5de5\u5177\u7684\u7ba1\u7406\u3001\u667a\u80fd\u4f53\u6838\u5fc3\u63d0\u793a\uff08\u50cf\u76ee\u6807\u3001\u914d\u7f6e\u6587\u4ef6\u3001\u64cd\u4f5c\u6307\u4ee4\uff09\u7684\u8bbe\u7f6e\u4e0e\u7f16\u6392\u3001\u8bb0\u5fc6\u529f\u80fd\u7684\u5b9e\u73b0\uff0c\u4efb\u52a1\u5206\u89e3\u7b49\u3002<\/p>\n\n\n\n<p>\u5f00\u53d1\u8fd0\u7ef4\uff08DevOps\uff09\u662f\u6574\u4e2a\u6280\u672f\u8fd0\u8425\u4f53\u7cfb\u7684\u57fa\u77f3\u3002<\/p>\n\n\n\n<p>\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u7ee7\u627f\u4e86DevOps\u7684\u7406\u5ff5\u548c\u65b9\u6cd5\uff0c\u673a\u5668\u5b66\u4e60\u8fd0\u7ef4\uff08MLOps\uff09\u5219\u662f\u5728DevOps\u7684\u57fa\u7840\u4e0a\uff0c\u9488\u5bf9\u6a21\u578b\u7684\u7279\u70b9\u53d1\u5c55\u800c\u6765\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"539\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724745-1024x539.png\" alt=\"\" class=\"wp-image-14213\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724745-1024x539.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724745-300x158.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724745-768x404.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724745.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd0\u7ef4\u79bb\u4e0d\u5f00\u7248\u672c\u63a7\u5236\u3001\u901a\u8fc7\u6301\u7eed\u96c6\u6210 \/ 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size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"579\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724746-1024x579.png\" alt=\"\" class=\"wp-image-14214\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724746-1024x579.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724746-300x170.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724746-768x434.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724746.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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class=\"wp-block-heading\"><strong>\u8bc4\u4f30\u667a\u80fd\u4f53\u80fd\u529b<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u5728\u8bc4\u4f30\u7279\u5b9a\u7684\u667a\u80fd\u4f53\u5e94\u7528\u573a\u666f\u4e4b\u524d\uff0c\u53ef\u4ee5\u5148\u53c2\u8003\u4e00\u4e9b\u516c\u5f00\u7684\u57fa\u51c6\u6d4b\u8bd5\u548c\u6280\u672f\u62a5\u544a\u3002<\/p>\n\n\n\n<p>\u5bf9\u5f88\u591a\u57fa\u672c\u80fd\u529b\uff0c\u50cf\u6a21\u578b\u6027\u80fd\u3001\u662f\u5426\u4f1a\u4ea7\u751f\u5e7b\u89c9\u3001\u5de5\u5177\u8c03\u7528\u548c\u89c4\u5212\u80fd\u529b\u7b49\uff0c\u90fd\u6709\u516c\u5f00\u7684\u57fa\u51c6\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u4f2f\u514b\u5229\u51fd\u6570\u8c03\u7528\u6392\u884c\u699c\uff08BFCL\uff09\u548c\u03c4-bench\u7b49\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5c31\u80fd\u5c55\u793a\u667a\u80fd\u4f53\u7684\u5de5\u5177\u8c03\u7528\u80fd\u529b\u3002<\/p>\n\n\n\n<p>PlanBench\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5219\u4e13\u6ce8\u4e8e\u8bc4\u4f30\u591a\u4e2a\u9886\u57df\u7684\u89c4\u5212\u548c\u63a8\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u5de5\u5177\u8c03\u7528\u548c\u89c4\u5212\u53ea\u662f\u667a\u80fd\u4f53\u80fd\u529b\u7684\u4e00\u90e8\u5206\u3002\u667a\u80fd\u4f53\u884c\u4e3a\uff0c\u4f1a\u53d7\u5230\u5b83\u6240\u4f7f\u7528\u7684LLM\u548c\u5176\u4ed6\u7ec4\u4ef6\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u667a\u80fd\u4f53\u548c\u7528\u6237\u7684\u4ea4\u4e92\u65b9\u5f0f\uff0c\u5728\u4f20\u7edf\u7684\u5bf9\u8bdd\u8bbe\u8ba1\u7cfb\u7edf\u548c\u5de5\u4f5c\u6d41\u7cfb\u7edf\u4e2d\u4e5f\u6709\u8ff9\u53ef\u5faa\uff0c\u53ef\u4ee5\u501f\u9274\u8fd9\u4e9b\u7cfb\u7edf\u7684\u8bc4\u4f30\u6307\u6807\u548c\u65b9\u6cd5\uff0c\u6765\u8861\u91cf\u667a\u80fd\u4f53\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n<p>AgentBench\u8fd9\u6837\u7684\u7efc\u5408\u667a\u80fd\u4f53\u57fa\u51c6\u6d4b\u8bd5\uff0c\u4f1a\u5728\u591a\u79cd\u573a\u666f\u4e0b\u5bf9\u667a\u80fd\u4f53\u8fdb\u884c\u5168\u9762\u8bc4\u4f30\uff0c\u6d4b\u8bd5\u4ece\u8f93\u5165\u5230\u8f93\u51fa\u7684\u6574\u4f53\u6027\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"609\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724748-1024x609.png\" alt=\"\" class=\"wp-image-14216\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724748-1024x609.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724748-300x178.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724748-768x457.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724748.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"603\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724749-1024x603.png\" alt=\"\" class=\"wp-image-14217\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724749-1024x603.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724749-300x177.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724749-768x452.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724749.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"717\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724750-1024x717.png\" alt=\"\" class=\"wp-image-14218\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724750-1024x717.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724750-300x210.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724750-768x538.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724750.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5373\u4fbf\u591a\u4e2a\u667a\u80fd\u4f53\u5171\u540c\u534f\u4f5c\u5b8c\u6210\u4e00\u4e2a\u4efb\u52a1\uff0c\u6700\u7ec8\u5448\u73b0\u7ed9\u7528\u6237\u7684\u662f\u4e00\u4e2a\u5355\u4e00\u7684\u7b54\u6848\uff0c\u8fd9\u4e2a\u7b54\u6848\u53ef\u4ee5\u5355\u72ec\u8fdb\u884c\u8bc4\u4f30\u3002<\/p>\n\n\n\n<p>\u7531\u4e8e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u4efb\u52a1\u6d41\u7a0b\u901a\u5e38\u66f4\u4e3a\u590d\u6742\uff0c\u6b65\u9aa4\u66f4\u591a\uff0c\u6240\u4ee5\u53ef\u4ee5\u6df1\u5165\u5230\u6bcf\u4e2a\u6b65\u9aa4\u8fdb\u884c\u7ec6\u81f4\u8bc4\u4f30\u3002\u884c\u52a8\u8f68\u8ff9\u8bc4\u4f30\u662f\u4e00\u79cd\u53ef\u884c\u7684\u3001\u53ef\u6269\u5c55\u7684\u8bc4\u4f30\u65b9\u6cd5\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u667a\u80fd\u4f53\u589e\u5f3a\u68c0\u7d22\u751f\u6210<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u5728\u667a\u80fd\u4f53\u589e\u5f3a\u68c0\u7d22\u751f\u6210\uff08Agentic RAG\uff09\u4e2d\uff0c\u667a\u80fd\u4f53\u4f1a\u901a\u8fc7\u591a\u6b21\u641c\u7d22\u6765\u83b7\u53d6\u6240\u9700\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>\u5728\u533b\u7597\u4fdd\u5065\u9886\u57df\uff0c\u667a\u80fd\u4f53\u589e\u5f3a\u68c0\u7d22\u751f\u6210\u53ef\u4ee5\u5e2e\u52a9\u533b\u751f\u6d4f\u89c8\u590d\u6742\u7684\u533b\u5b66\u6570\u636e\u5e93\u3001\u7814\u7a76\u8bba\u6587\u548c\u60a3\u8005\u8bb0\u5f55\uff0c\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u5168\u9762\u3001\u51c6\u786e\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"714\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724751-1024x714.png\" alt=\"\" class=\"wp-image-14219\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724751-1024x714.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724751-300x209.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724751-768x535.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724751.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Vertex AI Search\u662f\u4e00\u4e2a\u5b8c\u5168\u6258\u7ba1\u7684\u3001\u5177\u6709\u8c37\u6b4c\u54c1\u8d28\u7684\u641c\u7d22\u4e0e\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u670d\u52a1\u63d0\u4f9b\u5546\u3002\u6db5\u76d6\u6570\u636e\u6536\u96c6\u3001\u5904\u7406\u3001\u5d4c\u5165\u3001\u7d22\u5f15 \/ \u6392\u5e8f\u3001\u751f\u6210\u3001\u9a8c\u8bc1\u548c\u670d\u52a1\u7b49\u6d41\u7a0b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"629\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724752-1024x629.png\" alt=\"\" class=\"wp-image-14220\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724752-1024x629.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724752-300x184.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724752-768x471.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724752.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Vertex AI Search\u62e5\u6709\u5e03\u5c40\u89e3\u6790\u5668\u3001\u5411\u91cf\u6392\u5e8fAPI\u7b49\u7ec4\u4ef6\uff0c\u8fd8\u63d0\u4f9bRAG\u5f15\u64ce\uff0c\u901a\u8fc7Python SDK\u8fdb\u884c\u7f16\u6392\uff0c\u652f\u6301\u4f17\u591a\u5176\u4ed6\u7ec4\u4ef6\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u5e0c\u671b\u6784\u5efa\u81ea\u5df1\u641c\u7d22\u5f15\u64ce\u7684\u5f00\u53d1\u8005\uff0c\u4e0a\u8ff0\u6bcf\u4e2a\u7ec4\u4ef6\u90fd\u4f5c\u4e3a\u72ec\u7acb\u7684API\u5f00\u653e\uff0cRAG\u5f15\u64ce\u80fd\u501f\u52a9\u7c7b\u4f3cLlamaIndex\u7684Python\u63a5\u53e3\u8f7b\u677e\u7f16\u6392\u6574\u4e2a\u6d41\u7a0b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4f01\u4e1a\u4e2d\u7684\u667a\u80fd\u4f53<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u4f01\u4e1a\u5f00\u53d1\u5e76\u4f7f\u7528\u667a\u80fd\u4f53\uff0c\u534f\u52a9\u5458\u5de5\u6267\u884c\u7279\u5b9a\u4efb\u52a1\uff0c\u6216\u5728\u540e\u53f0\u81ea\u52a8\u5316\u8fd0\u884c\u3002<\/p>\n\n\n\n<p>\u5546\u4e1a\u5206\u6790\u5e08\u501f\u52a9AI\u751f\u6210\u7684\u89c1\u89e3\uff0c\u80fd\u8f7b\u677e\u6316\u6398\u884c\u4e1a\u8d8b\u52bf\uff0c\u5236\u4f5c\u6781\u5177\u8bf4\u670d\u529b\u7684\u6570\u636e\u9a71\u52a8\u578b\u6f14\u793a\u6587\u7a3f\uff1b\u4eba\u529b\u8d44\u6e90\u56e2\u961f\u53ef\u5229\u7528\u667a\u80fd\u4f53\u4f18\u5316\u5458\u5de5\u5165\u804c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u4f9d\u9760\u667a\u80fd\u4f53\uff0c\u80fd\u4e3b\u52a8\u53d1\u73b0\u5e76\u4fee\u590d\u6f0f\u6d1e\uff0c\u66f4\u9ad8\u6548\u5730\u8fdb\u884c\u5f00\u53d1\u8fed\u4ee3\uff0c\u52a0\u5feb\u90e8\u7f72\u8fdb\u7a0b\u3002<\/p>\n\n\n\n<p>\u8425\u9500\u4eba\u5458\u5229\u7528\u667a\u80fd\u4f53\uff0c\u80fd\u6df1\u5165\u5206\u6790\u8425\u9500\u6548\u679c\uff0c\u4f18\u5316\u5185\u5bb9\u63a8\u8350\uff0c\u7075\u6d3b\u8c03\u6574\u8425\u9500\u6d3b\u52a8\u4ee5\u63d0\u5347\u4e1a\u7ee9\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\uff0c\u6709\u4e24\u7c7b\u667a\u80fd\u4f53\u5d2d\u9732\u5934\u89d2\uff1a<\/p>\n\n\n\n<p><strong>\u52a9\u624b\u578b\u667a\u80fd\u4f53<\/strong>\uff1a\u8fd9\u7c7b\u667a\u80fd\u4f53\u4e0e\u7528\u6237\u8fdb\u884c\u4ea4\u4e92\uff0c\u63a5\u6536\u4efb\u52a1\u5e76\u6267\u884c\uff0c\u7136\u540e\u5c06\u7ed3\u679c\u53cd\u9988\u7ed9\u7528\u6237\u3002<\/p>\n\n\n\n<p>\u52a9\u624b\u578b\u667a\u80fd\u4f53\u65e2\u53ef\u4ee5\u662f\u901a\u7528\u7684\uff0c\u4e5f\u53ef\u4ee5\u4e13\u95e8\u9488\u5bf9\u7279\u5b9a\u9886\u57df\u6216\u4efb\u52a1\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u5e2e\u52a9\u5b89\u6392\u4f1a\u8bae\u3001\u5206\u6790\u6570\u636e\u3001\u7f16\u5199\u4ee3\u7801\u3001\u64b0\u5199\u8425\u9500\u6587\u7a3f\u3001\u534f\u52a9\u9500\u552e\u4eba\u5458\u628a\u63e1\u9500\u552e\u673a\u4f1a\u7684\u667a\u80fd\u4f53\uff0c\u751a\u81f3\u8fd8\u6709\u6839\u636e\u7528\u6237\u8981\u6c42\u5bf9\u7279\u5b9a\u4e3b\u9898\u8fdb\u884c\u6df1\u5165\u7814\u7a76\u7684\u667a\u80fd\u4f53\u3002<\/p>\n\n\n\n<p>\u5b83\u4eec\u54cd\u5e94\u65b9\u5f0f\u4e0d\u540c\uff0c\u6709\u4e9b\u80fd\u5feb\u901f\u540c\u6b65\u8fd4\u56de\u4fe1\u606f\u6216\u5b8c\u6210\u4efb\u52a1\uff0c\u6709\u4e9b\u5219\u9700\u8981\u8f83\u957f\u65f6\u95f4\u8fd0\u884c\uff08\u6bd4\u5982\u6df1\u5ea6\u7814\u7a76\u578b\u667a\u80fd\u4f53\uff09\u3002<\/p>\n\n\n\n<p><strong>\u81ea\u52a8\u5316\u667a\u80fd\u4f53<\/strong>\uff1a\u8fd9\u7c7b\u667a\u80fd\u4f53\u5728\u540e\u53f0\u8fd0\u884c\uff0c\u76d1\u542c\u4e8b\u4ef6\uff0c\u76d1\u6d4b\u7cfb\u7edf\u6216\u6570\u636e\u7684\u53d8\u5316\uff0c\u7136\u540e\u505a\u51fa\u5408\u7406\u51b3\u7b56\u5e76\u91c7\u53d6\u884c\u52a8\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u884c\u52a8\u5305\u62ec\u64cd\u4f5c\u540e\u7aef\u7cfb\u7edf\u3001\u8fdb\u884c\u6d4b\u8bd5\u9a8c\u8bc1\u3001\u89e3\u51b3\u95ee\u9898\u3001\u901a\u77e5\u76f8\u5173\u5458\u5de5\u7b49\u3002<\/p>\n\n\n\n<p>\u5982\u4eca\uff0c\u77e5\u8bc6\u5de5\u4f5c\u8005\u4e0d\u518d\u53ea\u662f\u7b80\u5355\u5730\u8c03\u7528\u667a\u80fd\u4f53\u6267\u884c\u4efb\u52a1\u5e76\u7b49\u5f85\u7ed3\u679c\uff0c\u4ed6\u4eec\u6b63\u9010\u6e10\u8f6c\u578b\u4e3a\u667a\u80fd\u4f53\u7684\u7ba1\u7406\u8005\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u4fbf\u4e8e\u7ba1\u7406\uff0c\u672a\u6765\u4f1a\u51fa\u73b0\u65b0\u578b\u7528\u6237\u754c\u9762\uff0c\u5b9e\u73b0\u5bf9\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u7f16\u6392\u3001\u76d1\u63a7\u548c\u7ba1\u7406\uff0c\u8fd9\u4e9b\u667a\u80fd\u4f53\u65e2\u80fd\u6267\u884c\u4efb\u52a1\uff0c\u8fd8\u80fd\u8c03\u7528\u751a\u81f3\u521b\u5efa\u5176\u4ed6\u667a\u80fd\u4f53\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>NotebookLM\u4f01\u4e1a\u7248<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>NotebookLM\u662f\u4e00\u6b3e\u7814\u7a76\u548c\u5b66\u4e60\u5de5\u5177\uff0c\u65e8\u5728\u7b80\u5316\u590d\u6742\u4fe1\u606f\u7684\u7406\u89e3\u4e0e\u6574\u5408\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20\u5404\u79cd\u6e90\u6750\u6599\uff0c\u5982\u6587\u6863\u3001\u7b14\u8bb0\u548c\u5176\u4ed6\u76f8\u5173\u6587\u4ef6\uff0cNotebookLM\u501f\u52a9AI\u6280\u672f\uff0c\u52a9\u529b\u7528\u6237\u66f4\u6df1\u5165\u5730\u7406\u89e3\u8fd9\u4e9b\u5185\u5bb9\u3002<\/p>\n\n\n\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u5728\u7814\u7a76\u590d\u6742\u4e3b\u9898\u65f6\uff0cNotebookLM\u80fd\u628a\u96f6\u6563\u7684\u8d44\u6599\u6574\u5408\u5230\u4e00\u4e2a\u6709\u5e8f\u7684\u5de5\u4f5c\u7a7a\u95f4\u3002<\/p>\n\n\n\n<p>\u672c\u8d28\u4e0a\uff0cNotebookLM\u5c31\u50cf\u4e00\u4e2a\u4e13\u5c5e\u7814\u7a76\u52a9\u624b\uff0c\u52a0\u901f\u7814\u7a76\u8fdb\u7a0b\uff0c\u5e2e\u52a9\u7528\u6237\u4ece\u5355\u7eaf\u7684\u4fe1\u606f\u6536\u96c6\u8fc8\u5411\u6df1\u5ea6\u7406\u89e3\u3002<\/p>\n\n\n\n<p>NotebookLM\u4f01\u4e1a\u7248\u5c06\u8fd9\u4e9b\u529f\u80fd\u5f15\u5165\u4f01\u4e1a\u73af\u5883\uff0c\u7b80\u5316\u5458\u5de5\u7684\u6570\u636e\u4ea4\u4e92\u65b9\u5f0f\uff0c\u5e2e\u4ed6\u4eec\u4ece\u4e2d\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u89c1\u89e3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724753-1024x701.png\" alt=\"\" class=\"wp-image-14221\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724753-1024x701.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724753-300x205.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724753-768x526.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724753.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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Agentspace\u63d0\u4f9b\u4e86\u4e00\u5957\u7531AI\u9a71\u52a8\u7684\u5de5\u5177\uff0c\u65e8\u5728\u901a\u8fc7\u65b9\u4fbf\u5458\u5de5\u83b7\u53d6\u4fe1\u606f\uff0c\u81ea\u52a8\u5316\u590d\u6742\u7684\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7a0b\uff0c\u63d0\u5347\u4f01\u4e1a\u751f\u4ea7\u529b\u3002<\/p>\n\n\n\n<p>Agentspace\u6709\u6548\u89e3\u51b3\u4e86\u4f20\u7edf\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\u7684\u56fa\u6709\u7f3a\u9677\uff0c\u901a\u8fc7\u6574\u5408\u5206\u6563\u7684\u5185\u5bb9\u6e90\uff0c\u751f\u6210\u6709\u4f9d\u636e\u4e14\u4e2a\u6027\u5316\u7684\u56de\u590d\u3001\u7b80\u5316\u4e1a\u52a1\u6d41\u7a0b\uff0c\u5e2e\u52a9\u5458\u5de5\u9ad8\u6548\u83b7\u53d6\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>Agentspace\u4f01\u4e1a\u7248\u7684\u67b6\u6784\u57fa\u4e8e\u591a\u4e2a\u6838\u5fc3\u539f\u5219\u6784\u5efa\u3002<\/p>\n\n\n\n<p>\u5b89\u5168\u6027\u59cb\u7ec8\u662fGoogle 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1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724754-300x200.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724754-768x511.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724754.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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class=\"wp-block-heading\"><strong>\u591a\u667a\u80fd\u4f53\u67b6\u6784\u5b9e\u9645\u5e94\u7528<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u4e3a\u4e86\u8bf4\u660e\u591a\u667a\u80fd\u4f53\u6982\u5ff5\u5728\u5b9e\u9645\u4e2d\u7684\u5e94\u7528\uff0c\u6765\u770b\u4e00\u4e2a\u4e13\u4e3a\u6c7d\u8f66\u8bbe\u8ba1\u7684\u7efc\u5408\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"658\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724755-1024x658.png\" alt=\"\" class=\"wp-image-14223\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724755-1024x658.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724755-300x193.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724755-768x494.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724755.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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Places\u548cMaps\u7b49API\u8fdb\u884c\u5bfc\u822a\u3002<\/li>\n\n\n\n<li><strong>\u5bf9\u8bdd\u5f0f\u5a92\u4f53\u641c\u7d22\u667a\u80fd\u4f53<\/strong>\uff1a\u4e13\u6ce8\u4e8e\u5e2e\u7528\u6237\u67e5\u627e\u548c\u64ad\u653e\u97f3\u4e50\u3001\u6709\u58f0\u8bfb\u7269\u548c\u64ad\u5ba2\u3002<\/li>\n\n\n\n<li><strong>\u6d88\u606f\u64b0\u5199\u667a\u80fd\u4f53<\/strong>\uff1a\u5e2e\u52a9\u7528\u6237\u5728\u9a7e\u9a76\u65f6\u8d77\u8349\u3001\u603b\u7ed3\u548c\u53d1\u9001\u6d88\u606f\u6216\u7535\u5b50\u90ae\u4ef6\u3002<\/li>\n\n\n\n<li><strong>\u6c7d\u8f66\u624b\u518c\u667a\u80fd\u4f53<\/strong>\uff1a\u501f\u52a9\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u7cfb\u7edf\uff0c\u4e13\u95e8\u89e3\u7b54\u4e0e\u6c7d\u8f66\u76f8\u5173\u7684\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>\u901a\u7528\u77e5\u8bc6\u667a\u80fd\u4f53<\/strong>\uff1a\u89e3\u7b54\u5173\u4e8e\u4e16\u754c\u3001\u5386\u53f2\u3001\u79d1\u5b66\u3001\u6587\u5316\u53ca\u5176\u4ed6\u901a\u7528\u4e3b\u9898\u7684\u4e8b\u5b9e\u6027\u95ee\u9898\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u591a\u4e2a\u4e13\u4e1a\u5b50\u4efb\u52a1\u3002<\/p>\n\n\n\n<p>\u5728\u8fd9\u79cd\u67b6\u6784\u4e0b\uff0c\u6bcf\u4e2a\u667a\u80fd\u4f53\u4e13\u6ce8\u4e8e\u7279\u5b9a\u9886\u57df\u3002\u8fd9\u79cd\u4e13\u4e1a\u5316\u4f7f\u6574\u4e2a\u7cfb\u7edf\u66f4\u52a0\u9ad8\u6548\u3002<\/p>\n\n\n\n<p>\u5bfc\u822a\u667a\u80fd\u4f53\u4e13\u6ce8\u4e8e\u5b9a\u4f4d\u548c\u8def\u7ebf\u89c4\u5212\uff1b\u5a92\u4f53\u641c\u7d22\u667a\u80fd\u4f53\u7cbe\u901a\u97f3\u4e50\u548c\u64ad\u5ba2\u8d44\u6e90\u67e5\u627e\uff1b\u6c7d\u8f66\u624b\u518c\u667a\u80fd\u4f53\u64c5\u957f\u89e3\u51b3\u8f66\u8f86\u76f8\u5173\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u7cfb\u7edf\u4f1a\u6839\u636e\u4efb\u52a1\u96be\u5ea6\u5206\u914d\u8d44\u6e90\uff0c\u7b80\u5355\u4efb\u52a1\u7528\u4f4e\u914d\u7f6e\u8d44\u6e90\uff0c\u590d\u6742\u4efb\u52a1\u518d\u8c03\u7528\u9ad8\u6027\u80fd\u8d44\u6e90\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"444\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724756-1024x444.png\" alt=\"\" class=\"wp-image-14224\" srcset=\"\/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724756-1024x444.png 1024w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724756-300x130.png 300w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724756-768x333.png 768w, \/blog\/wp-content\/uploads\/2025\/05\/\u56fe\u724756.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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href=\"https:\/\/www.4399pay.com\/\"><u>4399Pay<\/u><\/a>\u662f\u4e00\u5bb6\u4e13\u95e8\u63d0\u4f9b\u56fd\u9645\u865a\u62df\u4fe1\u7528\u5361\u7684\u5e73\u53f0\uff0c\u65e0\u9650\u5f00\u5361\u4e14\u514dKYC\uff1b\u6709\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u6dfb\u52a0\u5ba2\u670dTG\uff08@dabai717\uff09\u8fdb\u884c\u4e86\u89e3\u3002<\/p>\n\n\n\n<p><strong>\u53c2\u8003\u8d44\u6599\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">Google literally published a 76-page masterclass on AI agents <a href=\"https:\/\/t.co\/MItobpwjsU\">pic.twitter.com\/MItobpwjsU<\/a><\/p>&mdash; Aadit Sheth (@aaditsh) <a href=\"https:\/\/twitter.com\/aaditsh\/status\/1919383594533072974?ref_src=twsrc%5Etfw\">May 5, 2025<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.kaggle.com\/whitepaper-agent-companion\">https:\/\/www.kaggle.com\/whitepaper-agent-companion<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8c37\u6b4c\u53d1\u5e0376\u9875AI\u667a\u80fd\u4f53\u767d\u76ae\u4e66\uff0c\u89e3\u6790\u81ea\u4e3b\u89c4\u5212\u4e0e\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u524d\u666f\u3002 \u8c37\u6b4c\u6700\u65b0\u53d1\u5e03\u768476\u9875AI\u667a\u80fd\u4f53\u767d\u76ae\u4e66\uff0c\u6df1\u5165\u5256 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":14225,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[670,1634,79,778,1632,11,855,57,9,1633,1635,8,310],"class_list":{"0":"post-14210","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-chatgpt","8":"tag-agent","9":"tag-agentops","10":"tag-ai","13":"tag-chatgpt","14":"tag-genai","15":"tag-openai","16":"tag-visa","17":"tag-1633","19":"tag-8","20":"tag-310"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u8c37\u6b4c\u53d176\u9875\u667a\u80fd\u4f53\u767d\u76ae\u4e66\uff0c\u4f60\u7684\u300cAI\u66ff\u8eab\u300d\u5df2\u4e0a\u7ebf - 4399 PAY<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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