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Rose\u751a\u81f3\u65ad\u8a00\uff1a<\/p>\n<p>\u6211\u4eec\u5373\u5c06\u89c1\u8bc1\u5386\u53f2\u4e0a\u6700\u5927\u89c4\u6a21\u7684\u8d22\u5bcc\u8f6c\u79fb\u3002<\/p>\n<p>\u52302034\u5e74\uff0c\u65b0\u7684AI\u667a\u80fd\u4f53\u5c06\u4f1a\uff1a<\/p>\n<p>&#8211; \u53d6\u4ee38\u4ebf\u4e2a\u5de5\u4f5c\u5c97\u4f4d\uff08\u9ea6\u80af\u9521\uff09<\/p>\n<p>&#8211; \u4e3a\u5168\u7403\u7ecf\u6d4e\u589e\u52a019.9\u4e07\u4ebf\u7f8e\u5143\uff08IDC\uff09<\/p>\n<p>\u4f60\u7684\u671d\u4e5d\u665a\u4e94\u5de5\u4f5c\u5c06\u4f1a\u6d88\u5931\uff01<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_2.jpg\" alt=\"AI\u667a\u80fd\u4f53\u7206\u53d1\uff0c8\u4ebf\u5c97\u4f4d\u5373\u5c06\u6d88\u5931\uff012030\u5e74\u53ef\u62a2\u8d7070%\u529e\u516c\u5ba4\u767d\u9886\u996d\u7897\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_2.jpg\" 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Lamanna\uff0c\u5fae\u8f6f\u5546\u4e1a\u4e0e\u884c\u4e1aCopilot\u90e8\u95e8\u4f01\u4e1a\u526f\u603b\u88c1\uff1a<\/p>\n<p>\u52302025\u5e74\u672b\uff0c\u4f60\u5c06\u62e5\u6709\u4e3a\u4f60\u5de5\u4f5c\u7684\u667a\u80fd\u4f53\u56e2\u961f\u3002\u8fd9\u4e9b\u667a\u80fd\u4f53\u53ef\u80fd\u5305\u62ec\uff1aIT\u667a\u80fd\u4f53\uff0c\u5728\u4f60\u5c1a\u672a\u5bdf\u89c9\u95ee\u9898\u4e4b\u524d\u4fee\u590d\u6280\u672f\u6545\u969c\uff1b\u4f9b\u5e94\u94fe\u667a\u80fd\u4f53\uff0c\u5728\u4f60\u7761\u89c9\u65f6\u9632\u6b62\u4e2d\u65ad\uff1b\u9500\u552e\u667a\u80fd\u4f53\uff0c\u6253\u7834\u4e1a\u52a1\u7cfb\u7edf\u4e4b\u95f4\u7684\u58c1\u5792\u4ee5\u8ffd\u8e2a\u6f5c\u5728\u5ba2\u6237\uff1b\u4ee5\u53ca\u8d22\u52a1\u667a\u80fd\u4f53\uff0c\u66f4\u5feb\u901f\u9ad8\u6548\u5730\u5b8c\u6210\u8d26\u76ee\u7ed3\u7b97\u3002<\/p>\n<p>Megh Gautam\uff0cCrunchbase\u9996\u5e2d\u4ea7\u54c1\u5b98\uff1a<\/p>\n<p>\u52302025\u5e74\uff0cAI\u6295\u8d44\u5c06\u4ece\u5b9e\u9a8c\u9636\u6bb5\u8f6c\u5411\u6267\u884c\u9636\u6bb5\u3002\u516c\u53f8\u5c06\u6452\u5f03\u901a\u7528\u7684AI\u5e94\u7528\uff0c\u8f6c\u800c\u91c7\u53d6\u9488\u5bf9\u5177\u4f53\u3001\u9ad8\u4ef7\u503c\u5546\u4e1a\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6211\u4eec\u5c06\u770b\u5230\u4e24\u4e2a\u4e3b\u8981\u8d8b\u52bf\uff1a\u7b2c\u4e00\uff0c\u5728\u5904\u7406\u5e38\u89c4\u4f46\u590d\u6742\u7684\u8fd0\u8425\u4efb\u52a1\u4e2d\uff0cAI\u667a\u80fd\u4f53\u5c06\u5d2d\u9732\u5934\u89d2\u3002\u7b2c\u4e8c\uff0cAI\u5de5\u5177\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u5728\u4f18\u5316\u9500\u552e\u548c\u5ba2\u6237\u652f\u6301\u81ea\u52a8\u5316\u65b9\u9762\u53d6\u5f97\u663e\u8457\u6539\u5584\u3002<\/p>\n<p>Scott Beechuk\uff0cNorwest Venture Partners\u5408\u4f19\u4eba\uff1a<\/p>\n<p>\u52302025\u5e74\u5e95\uff0c\u5927\u7ea620%\u7684\u4f01\u4e1a\u8f6f\u4ef6\u4e70\u5bb6\u5c06\u901a\u8fc7AI\u4e0e\u4f9b\u5e94\u5546\u7684\u4e92\u52a8\u3002\u57282024\u5e74\uff0c\u63a8\u51fa\u4e86\u8bb8\u591aAI\u9500\u552e\u5f00\u53d1\u4ee3\u8868\uff08SDR\uff09\u4ea7\u54c1\uff0c\u5176\u4e2d\u5927\u90e8\u5206\u91c7\u8d2d\u5c06\u57282025\u5e74\u6295\u5165\u4f7f\u7528\u3002\u5b83\u4eec\u7684\u6210\u529f\u5c06\u4e3a\u4e0b\u4e00\u4ee3\u9500\u552e\u81ea\u52a8\u5316\u94fa\u5e73\u9053\u8def\u3002\u65b0\u4e00\u4ee3AI\u5ba2\u6237\u7ecf\u7406\uff0c\u5c06\u4e8e2025\u5e74\u5e95\u5f00\u59cb\u4eae\u76f8\uff0c\u5e76\u57282026\u5e74\u5168\u9762\u63a8\u5e7f\u3002<\/p>\n<p>China Widener\uff0c\u5fb7\u52e4\u7f8e\u56fd\u6280\u672f\u3001\u5a92\u4f53\u548c\u7535\u4fe1\u884c\u4e1a\u526f\u4e3b\u5e2d\uff1a<\/p>\n<p>\u6211\u4eec\u8c08\u8bba\u7684\u662f\u667a\u80fd\u4f53AI\u53ef\u4ee5\u81ea\u4e3b\u5904\u7406\u4efb\u52a1\u7684\u667a\u80fd\u52a9\u624b\uff0c\u5982\u80fd\u89e3\u51b3\u5ba2\u6237\u95ee\u9898\u3001\u7f16\u5199\u4ee3\u7801\u548c\u68c0\u6d4b\u7f51\u7edc\u653b\u51fb\u3002\u5c31\u50cf\u4f60\u4e0e\u4e4b\u4ea4\u6d41\u7684\u90a3\u4e9b\u804a\u5929\u673a\u5668\u4eba\uff0c\u7ec8\u4e8e\u51c6\u5907\u597d\u6bd5\u4e1a\u5e76\u52a0\u5165\u5de5\u4f5c\u5c97\u4f4d\u3002\u52302025\u5e74\uff0c25%\u7684\u4f01\u4e1a\u5c06\u5f00\u59cb\u4f7f\u7528\u8fd9\u4e9b\u667a\u80fd\u52a9\u624b\uff0c\u6807\u5fd7\u7740\u300c\u6211\u4eec\u4e0e\u8c01\u5171\u4e8b\u300d\u548c\u300c\u5982\u4f55\u5171\u4e8b\u300d\u7684\u6839\u672c\u8f6c\u53d8\u3002<\/p>\n<p>Paul Drews\uff0cSalesforce Ventures\u7ba1\u7406\u5408\u4f19\u4eba\uff1a<\/p>\n<p>\u6211\u4eec\u6b63\u5904\u4e8e\u4e00\u573a\u6280\u672f\u8f6c\u578b\u7684\u8fc7\u7a0b\u4e2d\uff1a\u4ece\u751f\u6210\u5f0fAI\u5230\u667a\u80fd\u4f53AI\u7684\u8fc7\u6e21\u30022024\u5e74\u662f\u6784\u5efa\u548c\u6d4b\u8bd5AI\u6a21\u578b\u7684\u4e00\u5e74\uff0c\u4f46\u667a\u80fd\u4f53\u662f\u5c06AI\u5e94\u7528\u4e8e\u73b0\u5b9e\u4e16\u754c\u7684\u4e0b\u4e00\u6b65\u3002\u6d88\u8d39\u8005\u5e94\u671f\u5f85\u6bcf\u4e2a\u4e0e\u4e4b\u6709\u5173\u7684\u5546\u4e1a\u516c\u53f8\u521b\u5efa\u4e00\u4e2a\u667a\u80fd\u4f53\u3002\u6211\u4eec\u5c06\u5728\u94f6\u884c\u3001\u4fdd\u9669\u3001\u533b\u7597\u548c\u96f6\u552e\u7b49\u9886\u57df\u770b\u5230\u667a\u80fd\u4f53\u7684\u8eab\u5f71\u3002\u52302025\u5e74\u672b\uff0c\u667a\u80fd\u4f53\u5c06\u6210\u4e3a\u6211\u4eec\u6570\u5b57\u751f\u6d3b\u4e2d\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p><strong>AI\u667a\u80fd\u4f53\u7684\u9884\u6d4b<\/strong><\/p>\n<p>Stefan Mesken\uff0cDeepL\u7814\u7a76\u526f\u603b\u88c1\uff1a<\/p>\n<p>AI\u4e0d\u4ec5\u4f1a\u66f4\u597d\u5730\u7406\u89e3\u7528\u6237\uff0c\u8fd8\u4f1a\u4e3b\u52a8\u63d0\u4f9b\u5efa\u8bae\u3001\u8fdb\u884c\u6709\u610f\u4e49\u7684\u534f\u4f5c\uff0c\u5e76\u9002\u5e94\u4e2a\u4eba\u9700\u6c42\u3002\u8fd9\u4e9b\u9ad8\u7ea7\u7684\u4e2a\u6027\u5316\u529f\u80fd\u65e9\u5df2\u5b58\u5728\uff0c\u4f46\u76ee\u524d\u4ec5\u9650\u4e8e\u7814\u7a76\u4eba\u5458\u6216\u5f00\u53d1\u8005\u4f7f\u7528\u3002\u4e0eAI\u5408\u4f5c\u5c06\u8d8a\u6765\u8d8a\u50cf\u4e0e\u806a\u660e\u7684\u540c\u4e8b\u4e00\u8d77\u5de5\u4f5c\u3002<\/p>\n<p>Brandon Roberts\uff0cServiceNow\u4eba\u529b\u5206\u6790\u4e0eAI\u9ad8\u7ea7\u526f\u603b\u88c1\uff1a<\/p>\n<p>AI\u6709\u6f5c\u529b\u5728\u672a\u67653\u52305\u5e74\u5185\u4e3a\u5927\u591a\u6570\u516c\u53f8\u63d0\u9ad810%\u523020%\u7684\u751f\u4ea7\u529b\u3002\u968f\u7740AI\u5e26\u6765\u7684\u5b9e\u9645\u6548\u76ca\u65e5\u76ca\u53d7\u5230\u91cd\u89c6\uff0c\u5c06\u4f1a\u6709\u66f4\u591a\u516c\u53f8\u52a0\u5927\u6295\u5165\uff0c\u5229\u7528AI\u4f18\u5316\u5176\u6240\u9700\u7684\u5c97\u4f4d\u548c\u6280\u80fd\u3002<\/p>\n<p>Shawn Carolan\uff0cMenlo Ventures\u5408\u4f19\u4eba\uff1a<\/p>\n<p>\u6211\u4eec\u5c06\u770b\u5230\u539f\u751fAI\u5e94\u7528\u51fa\u73b0\u5728\u51e0\u4e4e\u6240\u6709\u5927\u578b\u6d88\u8d39\u7c7b\u522b\u4e2d\uff1a\u8bed\u97f3\u4ea4\u4e92\u5c06\u53d6\u4ee3\u4f20\u7edf\u83dc\u5355\u5bfc\u822a\uff0cAI\u9a71\u52a8\u7684\u7cfb\u7edf\u63d0\u4f9b\u5373\u65f6\u4e2a\u6027\u5316\u7684\u5ba2\u6237\u670d\u52a1\u54cd\u5e94\u5c06\u6210\u4e3a\u5e38\u6001\u3002AI\u5c06\u4e0d\u4ec5\u4ec5\u662f\u8bed\u97f3\uff0c\u5b83\u8fd8\u4f1a\u62e5\u6709\u9762\u5b54\uff0c\u9762\u90e8\u8868\u60c5\u548c\u66f4\u591a\u540c\u7406\u5fc3\uff0c\u4eba\u7c7b\u4e0eAI\u7684\u4e92\u52a8\u5c06\u8fdb\u5165\u65b0\u7684\u9636\u6bb5\u3002<\/p>\n<p>Timothy Young\uff0cJasper CEO\uff1a<\/p>\n<p>\u968f\u7740AI\u8d8a\u6765\u8d8a\u6df1\u5165\u7cfb\u7edf\u548c\u6570\u636e\uff0c\u6211\u4eec\u4e0eAI\u7684\u5173\u7cfb\u5c06\u53d1\u751f\u53d8\u5316\uff1a\u6211\u4eec\u4e0d\u518d\u662f\u4e3b\u52a8\u7ed9AI\u53d1\u547d\u4ee4\uff0c\u800c\u662fAI\u4e3b\u52a8\u7ed9\u6211\u4eec\u5efa\u8bae\u3001\u6d1e\u5bdf\u548c\u89e3\u51b3\u65b9\u6848\uff0c\u6539\u53d8\u6211\u4eec\u5728\u5de5\u4f5c\u548c\u751f\u6d3b\u4e2d\u7684\u51b3\u7b56\u65b9\u5f0f\u3002\u9886\u5bfc\u8005\u4e0d\u4ec5\u8981\u5e94\u5bf9\u6280\u672f\u53d8\u9769\uff0c\u8fd8\u8981\u4fc3\u8fdb\u4eba\u4e0eAI\u4e4b\u95f4\u7684\u4fe1\u4efb\u548c\u534f\u4f5c\u3002<\/p>\n<p>Andy Sack\uff0cForum3\u8054\u5408\u521b\u59cb\u4eba\uff1a<\/p>\n<p>\u5728\u63a5\u4e0b\u6765\u7684\u4e00\u5e74\u91cc\uff0c\u6d88\u8d39\u8005\u7684\u884c\u4e3a\u5c06\u53d1\u751f\u6839\u672c\u6027\u53d8\u5316\u3002AI\u9a71\u52a8\u7684\u5e73\u53f0\uff0c\u5982Perplexity\u3001ChatGPT\u548cGoogle\u7684SGE\uff08\u641c\u7d22\u751f\u6210\u4f53\u9a8c\uff09\u5c06\u91cd\u65b0\u5b9a\u4e49\u641c\u7d22\u65b9\u5f0f\u3002\u7528\u6237\u5c06\u4e0d\u518d\u4f9d\u8d56\u4e00\u5806\u94fe\u63a5\uff0c\u800c\u662f\u83b7\u5f97\u76f4\u63a5\u7684\u7b54\u6848\u548c\u884c\u52a8\u5efa\u8bae\u3002<\/p>\n<p>Yash Sheth\uff0cGalileo\u9996\u5e2d\u8fd0\u8425\u5b98\u517c\u8054\u5408\u521b\u59cb\u4eba\uff1a<\/p>\n<p>\u591a\u6a21\u6001AI\u5c06\u6210\u4e3a\u73b0\u5b9e\uff0c\u8bed\u97f3\u5c06\u6210\u4e3a\u8d8a\u6765\u8d8a\u5e38\u89c1\u7684\u7528\u6237\u754c\u9762\u3002AI\u5c06\u66f4\u52a0\u878d\u5165\u6211\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\u3002\u6211\u4eec\u5e73\u65f6\u7684\u5404\u79cd\u5e94\u7528\uff08\u6bd4\u5982Instagram\u3001Spotify\u3001Doordash\uff09\u4ee5\u53ca\u5de5\u4f5c\u4e2d\u7528\u5230\u7684\u5de5\u5177\uff08\u5982Google Workspace\u3001Salesforce\u3001\u7535\u5b50\u90ae\u4ef6\uff09\u5c06\u4f1a\u52a0\u5165\u66f4\u591aAI\u529f\u80fd\u3002<\/p>\n<p><strong>AI\u667a\u80fd\u4f53\u7684\u4f18\u52bf<\/strong><\/p>\n<p>AI \u667a\u80fd\u4f53\u4e0d\u4ec5\u4ec5\u662f\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u5b83\u4eec\u662f\u81ea\u4e3b\u7cfb\u7edf\uff0c\u80fd\u591f\u4ece\u6bcf\u6b21\u4e92\u52a8\u4e2d\u5b66\u4e60\u3001\u505a\u51fa\u590d\u6742\u51b3\u7b56\u5e76\u4e0d\u65ad\u81ea\u6211\u63d0\u5347\u3002\u800c\u4e14\uff0c\u5b83\u4eec\u5728\u9605\u8bfb\u3001\u5199\u4f5c\u3001\u5408\u4f5c\u548c\u51b3\u7b56\u80fd\u529b\u4e5f\u8fdc\u8d85\u4eba\u7c7b\uff1a<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_3.jpg\" alt=\"AI\u667a\u80fd\u4f53\u7206\u53d1\uff0c8\u4ebf\u5c97\u4f4d\u5373\u5c06\u6d88\u5931\uff012030\u5e74\u53ef\u62a2\u8d7070%\u529e\u516c\u5ba4\u767d\u9886\u996d\u7897\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_3.jpg\" \/><\/p>\n<p>\u800cIDC\u4e4b\u6240\u4ee5AI\u5bf9\u5168\u7403\u7ecf\u6d4e\u4ea7\u751f19.9\u4e07\u4ebf\u7f8e\u5143\u7684\u5f71\u54cd\uff0c\u4e5f\u4e0d\u662f\u6beb\u65e0\u6839\u636e\u7684\u5938\u5927\u5176\u8bcd\uff0c\u800c\u662f\u56e0\u4e3aAI\u667a\u80fd\u4f53\uff1a<\/p>\n<p>\u4e0d\u9700\u8981\u4f11\u606f\uff0c\u53ef\u4ee5\u4e00\u5468\u6bcf\u592924\u5c0f\u65f6\u5de5\u4f5c\uff1b<\/p>\n<p>\u4ece\u4e0d\u72af\u540c\u6837\u7684\u9519\u8bef\uff1b<\/p>\n<p>\u505a\u51b3\u7b56\u7684\u901f\u5ea6\u6bd4\u4eba\u7c7b\u5feb1000\u500d\u3002<\/p>\n<p>\u591a\u4e2aAI\u667a\u80fd\u4f53\u534f\u540c\u5de5\u4f5c\u6548\u679c\u66f4\u52a0\u60ca\u4eba\uff01\u5965\u7279\u66fc\u5bf9\u6b64\u975e\u5e38\u671f\u5f85\uff0c\u8868\u793a\uff1a\u300cAI\u667a\u80fd\u4f53\u80fd\u8fd0\u8425\u4e00\u5bb6\u516c\u53f8\uff01\u300d<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_4.jpg\" alt=\"AI\u667a\u80fd\u4f53\u7206\u53d1\uff0c8\u4ebf\u5c97\u4f4d\u5373\u5c06\u6d88\u5931\uff012030\u5e74\u53ef\u62a2\u8d7070%\u529e\u516c\u5ba4\u767d\u9886\u996d\u7897\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_4.jpg\" \/><\/p>\n<p>\u52302030\u5e74\uff0c\u9ea6\u80af\u9521\u5206\u6790AI\u667a\u80fd\u4f53\u5c06\u53d6\u4ee370%\u7684\u529e\u516c\u5ba4\u5de5\u4f5c\u3002<\/p>\n<p>\u81f3\u4e8e\u5269\u4f59\u768430%\u7684\u529e\u516c\u5ba4\u5de5\u4f5c\uff0c\u53ef\u80fd\u9700\u8981\u4eba\u7c7b\u72ec\u6709\u7684\u6280\u80fd\uff0c \u6bd4\u5982\u6218\u7565\u601d\u7ef4\u3001\u5efa\u7acb\u5173\u7cfb\u3001 \u60c5\u5546\u7b49\u3002<\/p>\n<p>\u4f46\u6574\u4f53\u4e0a\uff0c\u6280\u672f\u9a71\u52a8\u7684\u5c97\u4f4d\u548c\u5e38\u89c4\u5c97\u4f4d\u88ab\u66ff\u6362\u7684\u98ce\u9669\uff0c\u5927\u4e8e\u521b\u610f\u4ea7\u4e1a\u548c\u516c\u5171\u90e8\u95e8\u7684\u5c97\u4f4d\uff1b\u5c97\u4f4d\u5bf9\u9002\u5e94\u6027\u8981\u6c42\u8d8a\u4f4e\uff0c\u88ab\u66ff\u6362\u7684\u53ef\u80fd\u6027\u8d8a\u5927\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_5.jpg\" alt=\"AI\u667a\u80fd\u4f53\u7206\u53d1\uff0c8\u4ebf\u5c97\u4f4d\u5373\u5c06\u6d88\u5931\uff012030\u5e74\u53ef\u62a2\u8d7070%\u529e\u516c\u5ba4\u767d\u9886\u996d\u7897\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_5.jpg\" \/><\/p>\n<p><strong>\u8c37\u6b4c\u5df2\u505a\u597d\u51c6\u5907<\/strong><\/p>\n<p>\u4f17\u591a\u7f51\u53cb\u91cd\u65b0\u53d1\u73b0\u4e864\u6708\u524d\uff0cGoogle\u53d1\u5e03\u7684AI\u667a\u80fd\u4f53\u7684\u767d\u76ae\u4e66\u3002\u8be5\u767d\u76ae\u4e66\u6db5\u76d6\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u667a\u80fd\u4f53\u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u5e76\u63d0\u4f9b\u4e86Langchain\u5b9e\u73b0\u7684\u7b80\u8981\u4ecb\u7ecd\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_6.jpg\" alt=\"AI\u667a\u80fd\u4f53\u7206\u53d1\uff0c8\u4ebf\u5c97\u4f4d\u5373\u5c06\u6d88\u5931\uff012030\u5e74\u53ef\u62a2\u8d7070%\u529e\u516c\u5ba4\u767d\u9886\u996d\u7897\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_6.jpg\" \/><\/p>\n<p>\u767d\u76ae\u4e66\u5730\u5740\uff1ahttps:\/\/www.kaggle.com\/whitepaper-agents<\/p>\n<p>5\u4e2a\u5173\u952e\u8981\u70b9\uff1a<\/p>\n<p>1. \u667a\u80fd\u4f53\u662f\u300c\u52a0\u5f3a\u7248\u300d\u7684AI\uff1a\u5b83\u4eec\u901a\u8fc7\u4f7f\u7528\u5de5\u5177\u3001\u5236\u5b9a\u8ba1\u5212\u548c\u91c7\u53d6\u884c\u52a8\uff0c\u8d85\u8d8a\u4e86\u57fa\u7840\u6a21\u578b\uff0c\u66f4\u50cf\u662f\u4eba\u7c7b\u89e3\u51b3\u95ee\u9898\u7684\u65b9\u5f0f\u3002<\/p>\n<p>2. \u4e00\u5207\u90fd\u53d6\u51b3\u4e8e\u8bbe\u7f6e\uff1a\u667a\u80fd\u4f53\u9700\u8981\u4e09\u90e8\u5206\u624d\u80fd\u5de5\u4f5c\uff1a\u7528\u4e8e\u51b3\u7b56\u7684\u667a\u80fd\u6a21\u578b\u3001\u4e0e\u73b0\u5b9e\u4e16\u754c\u4ea4\u4e92\u7684\u5de5\u5177\uff0c\u4ee5\u53ca\u7ba1\u7406\u8ba1\u5212\u548c\u884c\u52a8\u7684\u7cfb\u7edf\u3002<\/p>\n<p>3. \u5de5\u5177\u6539\u53d8\u4e00\u5207\uff1aAPI\u3001\u6570\u636e\u5e93\u548c\u5b9e\u65f6\u6570\u636e\u8d4b\u4e88\u667a\u80fd\u4f53\u8d85\u80fd\u529b\uff0c\u8ba9\u5b83\u4eec\u4e0d\u4ec5\u80fd\u56de\u7b54\u95ee\u9898\uff0c\u8fd8\u80fd\u5b9e\u9645\u6267\u884c\u4efb\u52a1\u3002<\/p>\n<p>4. \u6784\u5efa\u667a\u80fd\u4f53\u53d8\u5f97\u66f4\u5bb9\u6613\uff1a\u50cfLangChain\u548cVertex AI\u8fd9\u6837\u7684\u5e73\u53f0\u7b80\u5316\u4e86\u667a\u80fd\u4f53\u7684\u521b\u5efa\u548c\u90e8\u7f72\uff0c\u5373\u4f7f\u662f\u590d\u6742\u4efb\u52a1\u4e5f\u80fd\u8f7b\u677e\u5b9e\u73b0\u3002<\/p>\n<p>5. \u4ecd\u9700\u52aa\u529b\uff1a\u5728\u667a\u80fd\u4f53\u771f\u6b63\u666e\u53ca\u4e4b\u524d\uff0c\u4ecd\u6709\u4e00\u4e9b\u91cd\u5927\u6311\u6218\u9700\u8981\u89e3\u51b3\uff0c\u6bd4\u5982\u63d0\u9ad8\u6613\u7528\u6027\u3001\u4e92\u64cd\u4f5c\u6027\u548c\u9690\u79c1\u53cb\u597d\u6027\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_7.jpg\" alt=\"AI\u667a\u80fd\u4f53\u7206\u53d1\uff0c8\u4ebf\u5c97\u4f4d\u5373\u5c06\u6d88\u5931\uff012030\u5e74\u53ef\u62a2\u8d7070%\u529e\u516c\u5ba4\u767d\u9886\u996d\u7897\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_7.jpg\" 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alt=\"AI\u667a\u80fd\u4f53\u7206\u53d1\uff0c8\u4ebf\u5c97\u4f4d\u5373\u5c06\u6d88\u5931\uff012030\u5e74\u53ef\u62a2\u8d7070%\u529e\u516c\u5ba4\u767d\u9886\u996d\u7897\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250107\/qjq5165u_8.jpg\" \/><\/p>\n<p>AI Agent\u901a\u8fc7\u5de5\u5177\u5c42\u7684\u6269\u5c55\u3001\u51fd\u6570\u548c\u6570\u636e\u5b58\u50a8\uff0c\u80fd\u591f\u8bbf\u95ee\u5b9e\u65f6\u4fe1\u606f\u5e76\u63d0\u51fa\u5b9e\u9645\u64cd\u4f5c\u5efa\u8bae\u3002AI 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