{"id":6340,"date":"2025-01-07T15:40:28","date_gmt":"2025-01-07T15:40:28","guid":{"rendered":"https:\/\/howtogeek.blog\/zh\/?p=6340"},"modified":"2025-01-07T15:40:28","modified_gmt":"2025-01-07T15:40:28","slug":"understanding-ai-agents-exploring-the-latest-trend-in-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/howtogeek.blog\/zh\/understanding-ai-agents-exploring-the-latest-trend-in-artificial-intelligence\/","title":{"rendered":"\u4e86\u89e3AI\u4ee3\u7406\uff1a\u63a2\u7d22\u4eba\u5de5\u667a\u6167\u6700\u65b0\u8da8\u52e2"},"content":{"rendered":"<p>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u6b63\u6210\u70ba\u4eba\u5de5\u667a\u6167\u9818\u57df\u6700\u5177\u8b8a\u9769\u6027\u7684\u767c\u5c55\u4e4b\u4e00\u3002\u9019\u4e9b\u8907\u96dc\u7684\u7cfb\u7d71\u6b63\u5728\u5fb9\u5e95\u6539\u8b8a\u4efb\u52d9\u7684\u81ea\u52d5\u5316\u65b9\u5f0f\uff0c\u53c3\u8207\u8907\u96dc\u7684\u884c\u52d5\u5e8f\u5217\uff0c\u4e26\u5728\u6700\u5c11\u7684\u4eba\u5de5\u6307\u5c0e\u4e0b\u81ea\u4e3b\u5730\u8ffd\u6c42\u65e2\u5b9a\u76ee\u6a19\u3002\u638c\u63e1\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u7d30\u5fae\u5dee\u5225\u4ee5\u91cb\u653e\u5176\u6f5b\u529b\u81f3\u95dc\u91cd\u8981\uff0c\u7279\u5225\u662f\u5c0d\u65bc\u65e8\u5728\u63d0\u9ad8\u6548\u7387\u548c\u4f7f\u7528\u8005\u4e92\u52d5\u7684\u4f01\u696d\u800c\u8a00\u3002<\/p>\n<h2 id=\"what-are-ai-agents\">\u4ec0\u9ebc\u662f\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1f<\/h2>\n<p><strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406<\/strong>\u4e00\u8a5e\u6db5\u84cb\u4e86\u4efb\u4f55\u65e8\u5728\u4e3b\u52d5\u8ffd\u6c42\u76ee\u6a19\u3001\u57f7\u884c\u8907\u96dc\u884c\u52d5\u4e26\u5f9e\u74b0\u5883\u4e2d\u5b78\u7fd2\u7684\u6578\u4f4d\u7cfb\u7d71\u3002\u9019\u4e9b\u4ee3\u7406\u7a0b\u5f0f\u5229\u7528<strong>\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP)<\/strong>\u3001<strong>\u6a5f\u5668\u5b78\u7fd2 (ML)<\/strong>\u548c<strong>\u795e\u7d93\u7db2\u8def<\/strong>\u7b49\u5148\u9032\u6280\u8853\uff0c\u7368\u7acb\u904b\u884c\uff0c\u4e26\u53ef\u6839\u64da\u4f7f\u7528\u8005\u9700\u6c42\u7684\u8b8a\u5316\u9032\u884c\u8abf\u6574\u3002<\/p>\n<p>AI Agent \u7684\u81ea\u4e3b\u6027\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u6c7a\u65bc\u5b83\u5011\u7684\u958b\u767c\u3001\u5275\u5efa\u8005\u63d0\u4f9b\u7684\u80fd\u529b\u4ee5\u53ca\u4f7f\u7528\u8005\u8a2d\u5b9a\u7684\u53c3\u6578\u3002\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u4e0d\u50c5\u53ef\u4ee5\u8655\u7406\u7279\u5b9a\u4efb\u52d9\uff0c\u9084\u53ef\u4ee5\u76f8\u4e92\u4e92\u52d5\u4e26\u56de\u61c9\u4e0d\u65b7\u8b8a\u5316\u7684\u74b0\u5883\uff0c\u6a21\u4eff\u65b0\u54e1\u5de5\u7684\u5b78\u7fd2\u66f2\u7dda\u3002<\/p>\n<figure class=\"wp-block-image\"><img alt=\"AI \u4ee3\u7406\u5716\" class=\"wp-image\" decoding=\"async\" height=\"667\" loading=\"lazy\" src=\"https:\/\/cdn.howtogeek.blog\/wp-content\/uploads\/2025\/01\/pexel-AI-agents-1-.webp\" title=\"AI \u4ee3\u7406\u5716\" width=\"1000\"\/><\/figure><figcaption><span>\u5716\uff1a<\/span><span>Pexels<\/span><\/figcaption><p>\u4e00\u65e6\u5206\u914d\u4e86\u4efb\u52d9\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5c31\u53ef\u4ee5\u88fd\u5b9a\u4e00\u7cfb\u5217\u884c\u52d5\u7b56\u7565\uff0c\u5c07\u66f4\u5927\u7684\u76ee\u6a19\u5206\u89e3\u70ba\u53ef\u7ba1\u7406\u7684\u6b65\u9a5f\u3002\u4f8b\u5982\uff0c\u5728\u9ede\u9910\u6642\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5546\u53ef\u4ee5\u8b58\u5225\u9644\u8fd1\u7684\u9910\u5ef3\u3001\u78ba\u8a8d\u98f2\u98df\u9650\u5236\u3001\u89e3\u6c7a\u554f\u984c\uff08\u4f8b\u5982\u7f3a\u5c11\u7269\u54c1\uff09\u3001\u6355\u7372\u4ed8\u6b3e\u8a73\u7d30\u8cc7\u8a0a\u4e26\u57f7\u884c\u8a02\u55ae\uff0c\u6240\u6709\u9019\u4e9b\u90fd\u7121\u9700\u6301\u7e8c\u7684\u4eba\u5de5\u76e3\u7763\u3002<\/p>\n<h3 id=\"different-types-of-ai-agents\">AI \u4ee3\u7406\u7684\u985e\u578b<\/h3>\n<p>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u6709\u591a\u7a2e\u5f62\u5f0f\uff0c\u6bcf\u7a2e\u5f62\u5f0f\u90fd\u80fd\u5920\u555f\u52d5\u8907\u96dc\u7684\u904e\u7a0b\u4e26\u8fed\u4ee3\u5b78\u7fd2\u3002\u4ee5\u4e0b\u662f\u5e7e\u500b\u95dc\u9375\u985e\u578b\uff1a<\/p>\n<ul>\n<li><strong>\u7c21\u55ae\u53cd\u5c04\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a<\/strong>\u9019\u4e9b\u57fa\u790e\u4ee3\u7406\u50c5\u6839\u64da\u7d66\u5b9a\u689d\u4ef6\u57f7\u884c\u9810\u5b9a\u7fa9\u4efb\u52d9\uff0c\u7121\u9700\u8a18\u61b6\u6216\u6b77\u53f2\u5b78\u7fd2\uff0c\u985e\u4f3c\u65bc\u57fa\u672c\u804a\u5929\u6a5f\u5668\u4eba\u6216\u6046\u6eab\u5668\u7b49\u7c21\u55ae\u611f\u6e2c\u5668\u3002<\/li>\n<li><strong>\u57fa\u65bc\u6a21\u578b\u7684\u53cd\u5c04\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a<\/strong>\u66f4\u5148\u9032\u7684\u662f\uff0c\u9019\u4e9b\u4ee3\u7406\u5546\u7dad\u8b77\u5176\u74b0\u5883\u7684\u5167\u90e8\u6a21\u578b\uff0c\u4e26\u6839\u64da\u7d2f\u7a4d\u7684\u611f\u5b98\u8cc7\u6599\u9032\u884c\u8abf\u6574\uff0c\u9019\u5e38\u898b\u65bc\u52d5\u614b\u8abf\u6574\u6e05\u6f54\u8def\u7dda\u7684\u6e05\u6f54\u6a5f\u5668\u4eba\u4e2d\u3002<\/li>\n<li><strong>\u76ee\u6a19\u5c0e\u5411\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a<\/strong>\u9019\u4e9b\u4ee3\u7406\u5c08\u6ce8\u65bc\u5be6\u73fe\u7279\u5b9a\u76ee\u6a19\uff0c\u7b56\u7565\u6027\u5730\u898f\u5283\u5176\u884c\u52d5\uff0c\u901a\u5e38\u7528\u65bc\u6a5f\u5668\u4eba\u548c\u81ea\u4e3b\u5c0e\u822a\u7cfb\u7d71\u3002<\/li>\n<li><strong>\u4ee5\u6548\u7528\u70ba\u5c0e\u5411\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a<\/strong>\u9019\u4e9b\u8907\u96dc\u7684\u4ee3\u7406\u512a\u5148\u8003\u616e\u6709\u6548\u7684\u884c\u52d5\uff0c\u6839\u64da\u5b9a\u7fa9\u7684\u6548\u7528\u6307\u6a19\uff08\u4f8b\u5982\u6642\u9593\u6548\u7387\uff09\u512a\u5316\u4efb\u52d9\uff0c\u5c31\u50cf\u65e8\u5728\u5be6\u73fe\u6700\u4f73\u8cbf\u6613\u7d50\u679c\u7684\u91d1\u878d\u4ea4\u6613\u6a5f\u5668\u4eba\u4e00\u6a23\u3002<\/li>\n<li><strong>\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a<\/strong>\u9019\u4e9b\u4ee3\u7406\u5546\u80fd\u5920\u900f\u904e\u7d2f\u7a4d\u7684\u7d93\u9a57\u9032\u884c\u9069\u61c9\uff0c\u4e26\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u800c\u767c\u5c55\uff0c\u63d0\u9ad8\u5176\u5728\u500b\u4eba\u5316\u8cfc\u7269\u63a8\u85a6\u548c\u5783\u573e\u90f5\u4ef6\u904e\u6ffe\u7b49\u7368\u7279\u5834\u666f\u4e2d\u7684\u8868\u73fe\u3002<\/li>\n<li><strong>\u5206\u5c64\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a<\/strong>\u9019\u4e9b\u7cfb\u7d71\u5177\u6709\u591a\u500b\u4ee3\u7406\u7684\u7d50\u69cb\u5316\u7db2\u7d61\uff0c\u5176\u4e2d\u9802\u7d1a\u4ee3\u7406\u76e3\u7763\u4e0b\u7d1a\u4ee3\u7406\u7684\u64cd\u4f5c\uff0c\u5f9e\u800c\u80fd\u5920\u5354\u8abf\u4e00\u81f4\u5730\u8655\u7406\u8907\u96dc\u7684\u4efb\u52d9\u3002<\/li>\n<\/ul>\n<h2 id=\"how-are-ai-agents-different-from-ai-chatbots\">\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u8207\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba<\/h2>\n<p>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u548c\u804a\u5929\u6a5f\u5668\u4eba\u90fd\u5229\u7528\u4eba\u5de5\u667a\u6167\u4f86\u89e3\u91cb\u4eba\u985e\u8a9e\u8a00\u4e26\u57f7\u884c\u6307\u4ee4\uff0c\u4f46\u5b83\u5011\u7684\u64cd\u4f5c\u8907\u96dc\u6027\u548c\u529f\u80fd\u7d1a\u5225\u4e0d\u540c\u3002\u4ee5\u4e0b\u662f\u5b83\u5011\u7684\u5dee\u7570\uff1a<\/p>\n<ul>\n<li><strong>\u8907\u96dc\u7684\u4efb\u52d9\u7ba1\u7406\uff1a<\/strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u7ba1\u7406\u8907\u96dc\u7684\u591a\u6b65\u9a5f\u4efb\u52d9\uff0c\u6709\u6548\u5730\u5206\u89e3\u5b83\u5011\uff0c\u800c\u804a\u5929\u6a5f\u5668\u4eba\u901a\u5e38\u50c5\u9650\u65bc\u66f4\u7c21\u55ae\u7684\u4e92\u52d5\u3002<\/li>\n<li><strong>\u52d5\u614b\u76ee\u6a19\u5c0e\u5411\uff1a<\/strong>\u8207\u91dd\u5c0d\u7279\u5b9a\u4efb\u52d9\u9032\u884c\u7a0b\u5f0f\u8a2d\u8a08\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4e0d\u540c\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5177\u6709\u591a\u529f\u80fd\u6027\uff0c\u80fd\u5920\u6839\u64da\u5373\u6642\u8b8a\u6578\u8abf\u6574\u5176\u884c\u52d5\u3002<\/li>\n<li><strong>\u9ad8\u968e\u5b78\u7fd2\u80fd\u529b\uff1a<\/strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u52d5\u614b\u5b78\u7fd2\u4e26\u5728\u4e0d\u540c\u9818\u57df\u61c9\u7528\u9019\u4e9b\u77e5\u8b58\uff0c\u800c\u804a\u5929\u6a5f\u5668\u4eba\u7684\u8a18\u61b6\u9ad4\u6709\u9650\uff0c\u901a\u5e38\u53d7\u56f0\u65bc\u56b4\u683c\u7684\u6846\u67b6\u5167\u3002<\/li>\n<li><strong>\u64f4\u5c55\u77e5\u8b58\u8655\u7406\uff1a<\/strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u805a\u5408\u548c\u8655\u7406\u4f86\u81ea\u591a\u500b\u4f86\u6e90\u7684\u6578\u64da\uff0c\u5c07\u5176\u77e5\u8b58\u5eab\u64f4\u5c55\u5230\u6700\u521d\u8a13\u7df4\u7684\u7bc4\u570d\u4e4b\u5916\u3002<\/li>\n<\/ul>\n<h2 id=\"technologies-that-underpin-ai-agents\">\u70ba\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u63d0\u4f9b\u652f\u63f4\u7684\u6280\u8853<\/h2>\n<p>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u512a\u52e2\u5728\u65bc\u5176\u5e95\u5c64\u6280\u8853\uff0c\u9019\u4f7f\u5b83\u5011\u80fd\u5920\u719f\u7df4\u5730\u7406\u89e3\u4eba\u985e\u4e92\u52d5\u548c\u8907\u96dc\u7684\u6578\u64da\u3002\u95dc\u9375\u6280\u8853\u5305\u62ec\uff1a<\/p>\n<figure class=\"wp-block-image\"><img alt=\"AI\u4ee3\u7406\u80cc\u5f8c\u7684\u6280\u8853\" class=\"wp-image\" decoding=\"async\" height=\"628\" loading=\"lazy\" src=\"https:\/\/cdn.howtogeek.blog\/wp-content\/uploads\/2025\/01\/pexel-AI-agents-3-.webp\" title=\"AI\u4ee3\u7406\u80cc\u5f8c\u7684\u6280\u8853\" width=\"1000\"\/><\/figure><figcaption><span>\u5716\uff1a<\/span><span>Pexels<\/span><\/figcaption><h3 id=\"natural-language-processing\">\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09<\/h3>\n<p>NLP \u5c0d\u65bc AI \u4ee3\u7406\u81f3\u95dc\u91cd\u8981\uff0c\u4f7f\u5b83\u5011\u80fd\u5920\u89e3\u91cb\u4eba\u985e\u8a9e\u8a00\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u95dc\u9375\u5b57\u3002\u900f\u904e\u7d50\u5408\u6a5f\u5668\u5b78\u7fd2\u548c\u795e\u7d93\u7db2\u8def\u7b49\u6280\u8853\uff0cNLP \u53ef\u4ee5\u7d30\u7dfb\u5730\u7406\u89e3\u4f7f\u7528\u8005\u610f\u5716\uff0c\u4fc3\u9032\u6709\u610f\u7fa9\u7684\u4e92\u52d5\u3002<\/p>\n<h3 id=\"large-language-models\">\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM)<\/h3>\n<p>LLM \u662f\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u7684\u4e00\u7a2e\u5f62\u5f0f\uff0c\u4f5c\u70ba NLP \u4e2d\u7684\u57fa\u790e\u5de5\u5177\uff0c\u5229\u7528\u5927\u91cf\u8cc7\u6599\u96c6\u4f86\u7834\u89e3\u548c\u7522\u751f\u8907\u96dc\u7684\u8a9e\u8a00\u6a21\u5f0f\uff0c\u5f9e\u800c\u5be6\u73fe\u7d30\u7dfb\u7684\u5c0d\u8a71\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u3002<\/p>\n<h3 id=\"machine-learning\">\u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09<\/h3>\n<p>\u6a5f\u5668\u5b78\u7fd2\u4f7f\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u80fd\u5920\u81ea\u4e3b\u5730\u5f9e\u6578\u64da\u4e2d\u5b78\u7fd2\uff0c\u4fc3\u9032\u9069\u61c9\u65b0\u7684\u6311\u6230\uff0c\u4e26\u6839\u64da\u4e92\u52d5\u548c\u56de\u994b\u4e0d\u65b7\u589e\u5f37\u5176\u80fd\u529b\u3002<\/p>\n<h3 id=\"neural-networks\">\u795e\u7d93\u7db2\u8def (NN)<\/h3>\n<p>\u795e\u7d93\u7db2\u8def\u4ee5\u4eba\u8166\u70ba\u6a21\u578b\uff0c\u900f\u904e\u4e92\u9023\u7684\u7bc0\u9ede\u8655\u7406\u6578\u64da\uff0c\u4f7f\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u80fd\u5920\u6709\u6548\u5730\u5206\u985e\u548c\u7406\u89e3\u5927\u91cf\u6578\u64da\uff0c\u5f9e\u800c\u652f\u63f4\u8907\u96dc\u7684\u6c7a\u7b56\u904e\u7a0b\u3002<\/p>\n<figure class=\"wp-block-image\"><img alt=\"\u884c\u52d5\u4e2d\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\" class=\"wp-image\" decoding=\"async\" height=\"906\" loading=\"lazy\" src=\"https:\/\/cdn.howtogeek.blog\/wp-content\/uploads\/2025\/01\/pexel-AI-agents-2-.webp\" title=\"\u884c\u52d5\u4e2d\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\" width=\"1000\"\/><\/figure><figcaption><span>\u5716\uff1a<\/span><span>Pexels<\/span><\/figcaption><h2 id=\"ai-agents-benefits-and-challenges\">AI\u667a\u80fd\u9ad4\u7684\u512a\u52e2\u8207\u6311\u6230<\/h2>\n<p>\u96d6\u7136\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u63d0\u4f9b\u4e86\u4ee4\u4eba\u96e3\u4ee5\u7f6e\u4fe1\u7684\u8b8a\u9769\u6f5b\u529b\uff0c\u4f46\u5b83\u5011\u4e5f\u9762\u81e8\u8457\u76f8\u7576\u5927\u7684\u6311\u6230\u3002\u4ee5\u4e0b\u662f\u5b83\u5011\u7684\u4e3b\u8981\u512a\u52e2\u548c\u6311\u6230\uff1a<\/p>\n<h3 id=\"benefits-of-ai-agents\">\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u597d\u8655<\/h3>\n<ul>\n<li><strong>\u63d0\u9ad8\u6e96\u78ba\u6027\uff1a<\/strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u900f\u904e\u7d30\u7dfb\u7684\u8cc7\u6599\u8655\u7406\u3001\u589e\u5f37\u4efb\u52d9\u57f7\u884c\u548c\u9810\u6e2c\u80fd\u529b\uff0c\u6700\u5927\u9650\u5ea6\u5730\u6e1b\u5c11\u4eba\u70ba\u932f\u8aa4\u3002<\/li>\n<li><strong>24\/7 \u53ef\u7528\u6027\uff1a<\/strong>\u8207\u4eba\u985e\u5de5\u4f5c\u4eba\u54e1\u4e0d\u540c\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u9023\u7e8c\u904b\u884c\uff0c\u5f9e\u800c\u986f\u8457\u63d0\u9ad8\u751f\u7522\u529b\u3002<\/li>\n<li><strong>\u63d0\u9ad8\u6548\u7387\uff1a<\/strong>\u5b83\u5011\u5c07\u4eba\u529b\u8cc7\u6e90\u5f9e\u91cd\u8907\u6027\u4efb\u52d9\u4e2d\u89e3\u653e\u51fa\u4f86\uff0c\u8b93\u4ed6\u5011\u80fd\u5920\u5c08\u6ce8\u65bc\u66f4\u5177\u7b56\u7565\u6027\u7684\u8077\u8cac\u3002<\/li>\n<li><strong>\u8cc7\u6599\u638c\u63e1\uff1a<\/strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u64c5\u9577\u8cc7\u6599\u5206\u6790\u3001\u8b58\u5225\u8da8\u52e2\u548c\u7522\u751f\u6709\u52a9\u65bc\u4e3b\u52d5\u6c7a\u7b56\u7684\u9810\u6e2c\u3002<\/li>\n<li><strong>\u6210\u672c\u6548\u76ca\uff1a<\/strong>\u81ea\u52d5\u5316\u53ef\u4ee5\u964d\u4f4e\u71df\u904b\u6210\u672c\uff0c\u540c\u6642\u7dad\u6301\u9ad8\u54c1\u8cea\u7684\u670d\u52d9\u6c34\u6e96\u3002<\/li>\n<li><strong>\u53ef\u64f4\u5c55\u6027\uff1a<\/strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u9032\u884c\u64f4\u5c55\uff0c\u4ee5\u6eff\u8db3\u4e0d\u65b7\u589e\u9577\u7684\u7d44\u7e54\u9700\u6c42\uff0c\u800c\u4e0d\u6703\u6210\u6bd4\u4f8b\u589e\u52a0\u4eba\u54e1\u6210\u672c\u3002<\/li>\n<\/ul>\n<h3 id=\"risks-and-challenges\">\u9762\u81e8\u7684\u6311\u6230<\/h3>\n<ul>\n<li><strong>\u5b89\u5168\u554f\u984c\uff1a<\/strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5b58\u53d6\u654f\u611f\u8cc7\u6599\u6703\u5e36\u4f86\u6f5b\u5728\u7684\u5b89\u5168\u98a8\u96aa\uff0c\u9700\u8981\u63a1\u53d6\u5f37\u800c\u6709\u529b\u7684\u4fdd\u8b77\u63aa\u65bd\u3002<\/li>\n<li><strong>\u8cc7\u6599\u4f9d\u8cf4\u6027\uff1a<\/strong>\u5b83\u5011\u7684\u6709\u6548\u6027\u53d6\u6c7a\u65bc\u5c0d\u9ad8\u54c1\u8cea\u8cc7\u6599\u7684\u8a2a\u554f\u200b\u200b\uff0c\u9019\u4f7f\u5f97\u5b83\u5011\u5bb9\u6613\u53d7\u5230\u8cc7\u6599\u77ed\u7f3a\u6216\u6545\u969c\u7684\u5f71\u97ff\u3002<\/li>\n<li><strong>\u904e\u5ea6\u64ec\u5408\u548c\u6b20\u64ec\u5408\uff1a<\/strong>\u5728\u6a21\u578b\u8a13\u7df4\u4e2d\u627e\u5230\u9069\u7576\u7684\u5e73\u8861\u81f3\u95dc\u91cd\u8981\uff1b\u64ec\u5408\u4e0d\u826f\u53ef\u80fd\u6703\u5c0e\u81f4\u9810\u6e2c\u4e0d\u6e96\u78ba\u3002<\/li>\n<li><strong>\u8cc7\u6e90\u9700\u6c42\uff1a<\/strong>\u9ad8\u904b\u7b97\u9700\u6c42\u9700\u8981\u5927\u91cf\u57fa\u790e\u8a2d\u65bd\u6295\u8cc7\u624d\u80fd\u6b63\u5e38\u904b\u4f5c\u3002<\/li>\n<li><strong>\u8907\u96dc\u7684\u958b\u767c\uff1a\u5efa\u69cb<\/strong>\u8907\u96dc\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u8907\u96dc\u6027\u4f7f\u5f97\u5b83\u5011\u7684\u5be6\u65bd\u548c\u7dad\u8b77\u5177\u6709\u6311\u6230\u6027\u3002<\/li>\n<\/ul>\n<h2 id=\"what-is-big-tech-doing-with-ai-agents\">\u5927\u578b\u79d1\u6280\u516c\u53f8\u5728\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u4e2d\u7684\u4f5c\u7528<\/h2>\n<p>AI Agent \u7684\u529f\u80fd\u5f15\u8d77\u4e86\u5fae\u8edf\u3001Google\u548c OpenAI \u7b49\u9818\u5148\u79d1\u6280\u516c\u53f8\u7684\u95dc\u6ce8\uff0c\u63a8\u52d5\u4e86\u5275\u65b0\u548c\u767c\u5c55\u3002\u4ee5\u4e0b\u662f\u9019\u4e9b\u4e3b\u8981\u53c3\u8207\u8005\u5728\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u9818\u57df\u7684\u9032\u5c55\uff1a<\/p>\n<h3 id=\"devagents\">\/dev\/\u4ee3\u7406<\/h3>\n<p>\/dev\/agents \u662f\u4e00\u5bb6\u65b0\u7684\u65b0\u5275\u516c\u53f8\uff0c\u65e8\u5728\u70ba AI \u4ee3\u7406\u5275\u5efa\u4e00\u500b\u57fa\u65bc\u96f2\u7aef\u7684\u4f5c\u696d\u7cfb\u7d71\uff0c\u4ee5\u4fbf\u8de8\u88dd\u7f6e\u7121\u7e2b\u5de5\u4f5c\uff0c\u5f9e\u800c\u4fc3\u9032\u7528\u6236\u548c\u4ee3\u7406\u4e4b\u9593\u7684\u4fe1\u4efb\u95dc\u4fc2\u3002\u9019\u500b\u96c4\u5fc3\u52c3\u52c3\u7684\u9805\u76ee\u7531\u7d93\u9a57\u8c50\u5bcc\u7684 Android \u9818\u5c0e\u8005\u9818\u5c0e\u3002<\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">\ud83d\ude80 \u5f88\u9ad8\u8208\u5ba3\u5e03\u6211\u7684\u65b0\u516c\u53f8\uff1a\/dev\/agents\u3002\u6211\u6b63\u5728\u70ba\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5efa\u7acb\u4e0b\u4e00\u4ee3\u4f5c\u696d\u7cfb\u7d71\uff0c\u8207\u6211\u7684\u524d\u540c\u4e8b @hbarra\u3001@alcor \u548c @ficus \u4e00\u8d77\u4f5c\u70ba\u806f\u5408\u5275\u59cb\u4eba\u3002\u6211\u5011\u5f88\u9ad8\u8208\u8207@ninachadjian (Index Ventures) \u548c@jillchase124 (CapitalG) \u5408\u4f5c\u3002<\/p>\n<p>\u2014 \u5927\u885b\u8f9b\u683c\u9813 (@dps) 2024 \u5e74 11 \u6708 26 \u65e5<\/p><\/blockquote><script async=\"\" src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<h3 id=\"microsoft\">\u5fae\u8edf<\/h3>\n<p>\u5fae\u8edf\u6b63\u5728\u589e\u5f37\u5176 Copilot \u7684\u81ea\u4e3b\u529f\u80fd\uff0c\u5c07\u5176\u767c\u5c55\u6210\u70ba\u4e00\u500b\u4e3b\u52d5\u52a9\u624b\uff0c\u53ef\u4ee5\u81ea\u52d5\u57f7\u884c\u96fb\u5b50\u90f5\u4ef6\u7ba1\u7406\u7b49\u4efb\u52d9\u3002\u4f01\u696d\u5f88\u5feb\u5c07\u80fd\u5920\u5728 Copilot Studio \u4e2d\u5efa\u7acb\u81ea\u8a02\u81ea\u4e3b\u4ee3\u7406\u7a0b\u5f0f\u3002<\/p>\n<p class=\"youtube_link_to_unwrap\" href=\"https:\/\/www.youtube.com\/watch?v=06D4G2K9UFs\" referrerpolicy=\"strict-origin-when-cross-origin\"><iframe loading=\"lazy\" title=\"Copilot Studios | Explained by Microsoft\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/06D4G2K9UFs?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h3 id=\"google\">Google<\/h3>\n<p>\u8c37\u6b4c\u6b63\u5728\u958b\u767c<strong>Project Mariner<\/strong>\uff0c\u9019\u662f\u4e00\u7a2e\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff0c\u80fd\u5920\u81ea\u52d5\u57f7\u884c\u8cfc\u7269\u548c\u65c5\u884c\u9810\u8a02\u7b49\u7db2\u8def\u76f8\u95dc\u4efb\u52d9\uff0c\u76f4\u63a5\u900f\u904e\u700f\u89bd\u5668\u63d0\u4f9b\u7121\u7e2b\u7684\u5ba2\u6236\u4e92\u52d5\u3002<\/p>\n<p class=\"youtube_link_to_unwrap\" href=\"https:\/\/www.youtube.com\/watch?v=2XJqLPqHtyo\" referrerpolicy=\"strict-origin-when-cross-origin\"><iframe loading=\"lazy\" title=\"Project Mariner | Solving complex tasks with an AI agent in the Chrome browser\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/2XJqLPqHtyo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h3 id=\"openai\">\u958b\u653e\u4eba\u5de5\u667a\u6167<\/h3>\n<p>OpenAI \u6b63\u5728\u6253\u9020\u201cOperator\u201d\uff0c\u9019\u662f\u4e00\u7a2e\u81ea\u4e3b AI \u4ee3\u7406\uff0c\u80fd\u5920\u5728\u60a8\u7684\u96fb\u8166\u4e0a\u57f7\u884c\u547d\u4ee4\uff0c\u8d85\u8d8a\u700f\u89bd\u5668\u9650\u5236\u3002<\/p>\n<h3 id=\"apple\">\u860b\u679c<\/h3>\n<p>Apple \u6b63\u5728\u5c07 AI Agent \u8207 CAMPHOR \u6574\u5408\u5230\u5176\u751f\u614b\u7cfb\u7d71\u4e2d\uff0cCAMPHOR \u5c08\u70ba\u5354\u4f5c\u4efb\u52d9\u7ba1\u7406\u800c\u8a2d\u8a08\uff0c\u91cd\u9ede\u95dc\u6ce8\u7528\u6236\u96b1\u79c1\u548c\u88dd\u7f6e\u5167\u6548\u80fd\u4ee5\u7c21\u5316\u64cd\u4f5c\u3002<\/p>\n<h3 id=\"anthropic\">\u4eba\u64c7<\/h3>\n<p>Anthropic \u7684\u300c\u96fb\u8166\u4f7f\u7528\u300d\u529f\u80fd\u5141\u8a31\u900f\u904e\u4eba\u5de5\u667a\u6167\u9032\u884c\u76f4\u63a5\u4ea4\u4e92\uff0c\u5f9e\u800c\u900f\u904e\u8996\u89ba\u4ecb\u9762\u548c\u7528\u6236\u547d\u4ee4\u5be6\u73fe\u5168\u9762\u7684\u7528\u6236\u53c3\u8207\u3002<\/p>\n<p class=\"youtube_link_to_unwrap\" href=\"https:\/\/www.youtube.com\/watch?v=ODaHJzOyVCQ\" referrerpolicy=\"strict-origin-when-cross-origin\"><iframe loading=\"lazy\" title=\"Claude | Computer use for automating operations\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/ODaHJzOyVCQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h2 id=\"a-comprehensive-directory-of-ai-agents\">\u60a8\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u6307\u5357<\/h2>\n<p>\u5118\u7ba1\u5404\u5927\u79d1\u6280\u516c\u53f8\u90fd\u5728\u4e0d\u65b7\u5275\u65b0\uff0c\u4f46\u5404\u7a2e\u7279\u5b9a\u4efb\u52d9\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5546\u5df2\u7d93\u53ef\u4f9b\u4f7f\u7528\u3002\u60a8\u53ef\u4ee5\u5728\u4ee5\u4e0b\u4e00\u4e9b\u5e73\u53f0\u4e0a\u63a2\u7d22\u73fe\u6709\u7684 AI \u4ee3\u7406\uff1a<\/p>\n<ul>\n<li><a href=\"link_to_AI_Agents_Directory\">\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5e02\u5834 |\u76ee\u9304<\/a><\/li>\n<li><a href=\"link_to_AI_Agents_List\">AI\u4ee3\u7406\u5217\u8868<\/a><\/li>\n<li><a href=\"link_to_AI_Agents_Directory\">AI\u4ee3\u7406\u76ee\u9304<\/a><\/li>\n<li><a href=\"link_to_AI_Agents_Landscape\">\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u666f\u89c0\u8207\u751f\u614b\u7cfb\u7d71<\/a><\/li>\n<\/ul>\n<p>\u9019\u4e9b\u76ee\u9304\u63d0\u4f9b\u4e86\u53ef\u7528\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u5b8c\u6574\u5217\u8868\uff0c\u589e\u5f37\u4e86\u60a8\u5c0d\u6b63\u78ba\u6280\u8853\u7684\u641c\u5c0b\u3002<\/p>\n<h2 id=\"ai-agents-mark-a-pivotal-change\">\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a\u7bc4\u5f0f\u8f49\u8b8a<\/h2>\n<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\u6280\u8853\u7684\u767c\u5c55\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u5f15\u5165\u6a19\u8a8c\u8457\u4e00\u500b\u95dc\u9375\u7684\u8f49\u8b8a\uff0c\u5b83\u4e0d\u50c5\u63d0\u4f9b\u65e5\u5e38\u6d3b\u52d5\u7684\u81ea\u52d5\u5316\uff0c\u9084\u63d0\u4f9b\u7368\u7acb\u7ba1\u7406\u8907\u96dc\u4efb\u52d9\u7684\u80fd\u529b\u3002\u5118\u7ba1\u5728\u5be6\u73fe\u5b8c\u7f8e\u6027\u80fd\u65b9\u9762\u5b58\u5728\u6311\u6230\uff0c\u4f46\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u6210\u70ba\u529f\u80fd\u6027\u8cc7\u7522\uff08\u5be6\u969b\u4e0a\u662f\u4f34\u4fb6\uff09\u7684\u627f\u8afe\u53ef\u4ee5\u986f\u8457\u91cd\u65b0\u5b9a\u7fa9\u4eba\u985e\u8207\u6280\u8853\u7684\u4ea4\u4e92\u4f5c\u7528\u3002<\/p>\n<p>\u5c55\u671b 2025 \u5e74\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u91cd\u5851\u500b\u4eba\u548c\u8077\u696d\u74b0\u5883\u7684\u53ef\u80fd\u6027\u4f3c\u4e4e\u662f\u7121\u9650\u7684\u3002\u672a\u4f86\u7684\u65c5\u7a0b\u7121\u7591\u5c07\u5851\u9020\u6211\u5011\u5c0d\u667a\u6167\u79d1\u6280\u7684\u7406\u89e3\u548c\u4f7f\u7528\u3002<\/p>\n<h3>\u984d\u5916\u7684\u898b\u89e3<\/h3>\n<h4><strong>1. \u54ea\u4e9b\u7522\u696d\u53ef\u80fd\u5f9e\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u4e2d\u53d7\u76ca\u6700\u591a\uff1f<\/strong><\/h4>\n<p>\u91ab\u7642\u4fdd\u5065\u3001\u91d1\u878d\u3001\u96f6\u552e\u548c\u88fd\u9020\u7b49\u884c\u696d\u5c07\u5f9e\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5546\u4e2d\u7372\u76ca\u532a\u6dfa\u3002\u5b83\u5011\u53ef\u4ee5\u7c21\u5316\u6d41\u7a0b\u3001\u589e\u5f37\u6578\u64da\u5206\u6790\u4e26\u63d0\u4f9b\u500b\u4eba\u5316\u9ad4\u9a57\uff0c\u5f9e\u800c\u5e36\u4f86\u66f4\u597d\u7684\u7d50\u679c\u4e26\u63d0\u9ad8\u6548\u7387\u3002<\/p>\n<h4><strong>2. \u4eba\u5de5\u667a\u6167\u4ee3\u7406\u662f\u5426\u5b58\u5728\u9053\u5fb7\u554f\u984c\uff1f<\/strong><\/h4>\n<p>\u662f\u7684\uff0c\u9053\u5fb7\u554f\u984c\u6d89\u53ca\u8cc7\u6599\u96b1\u79c1\u3001\u5b89\u5168\u98a8\u96aa\u548c\u6f5b\u5728\u7684\u5de5\u4f5c\u6d41\u5931\u3002\u5c0d\u65bc\u90e8\u7f72\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u7d44\u7e54\u4f86\u8aaa\uff0c\u900f\u904e\u900f\u660e\u7684\u5be6\u8e10\u548c\u5f37\u5927\u7684\u9053\u5fb7\u6846\u67b6\u4f86\u89e3\u6c7a\u9019\u4e9b\u554f\u984c\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<h4><strong>3. \u4f01\u696d\u5982\u4f55\u6709\u6548\u5be6\u65bdAI Agent\uff1f<\/strong><\/h4>\n<p>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u6210\u529f\u5be6\u65bd\u9700\u8981\u4ed4\u7d30\u898f\u5283\uff0c\u5305\u62ec\u78ba\u5b9a\u81ea\u52d5\u5316\u7684\u5177\u9ad4\u4efb\u52d9\u3001\u78ba\u4fdd\u5b58\u53d6\u9ad8\u54c1\u8cea\u8cc7\u6599\u4ee5\u53ca\u6301\u7e8c\u76e3\u63a7\u4ee3\u7406\u6548\u80fd\u548c\u4f7f\u7528\u8005\u56de\u994b\u4ee5\u9032\u884c\u6301\u7e8c\u6539\u9032\u3002<\/p>\n<p><a class=\"xiaomi\" href=\"https:\/\/nerdschalk.com\/what-are-ai-agents-all-about-the-latest-hot-ai-trend\/\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">\u4f86\u6e90\u548c\u5716\u7247<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u6b63\u6210\u70ba\u4eba\u5de5\u667a\u6167\u9818\u57df\u6700\u5177\u8b8a\u9769\u6027\u7684\u767c\u5c55\u4e4b\u4e00\u3002\u9019\u4e9b\u8907\u96dc\u7684\u7cfb\u7d71\u6b63\u5728\u5fb9\u5e95\u6539\u8b8a\u4efb\u52d9\u7684\u81ea\u52d5\u5316\u65b9\u5f0f\uff0c\u53c3\u8207\u8907\u96dc\u7684\u884c\u52d5\u5e8f\u5217\uff0c\u4e26\u5728\u6700\u5c11\u7684\u4eba\u5de5\u6307\u5c0e\u4e0b\u81ea\u4e3b\u5730\u8ffd\u6c42\u65e2\u5b9a\u76ee\u6a19\u3002\u638c\u63e1\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u7d30\u5fae\u5dee\u5225\u4ee5\u91cb\u653e\u5176\u6f5b\u529b\u81f3\u95dc\u91cd\u8981\uff0c\u7279\u5225\u662f\u5c0d\u65bc\u65e8\u5728\u63d0\u9ad8\u6548\u7387\u548c\u4f7f\u7528\u8005\u4e92\u52d5\u7684\u4f01\u696d\u800c\u8a00\u3002 \u4ec0\u9ebc\u662f\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1f \u4eba\u5de5\u667a\u6167\u4ee3\u7406\u4e00\u8a5e\u6db5\u84cb\u4e86\u4efb\u4f55\u65e8\u5728\u4e3b\u52d5\u8ffd\u6c42\u76ee\u6a19\u3001\u57f7\u884c\u8907\u96dc\u884c\u52d5\u4e26\u5f9e\u74b0\u5883\u4e2d\u5b78\u7fd2\u7684\u6578\u4f4d\u7cfb\u7d71\u3002\u9019\u4e9b\u4ee3\u7406\u7a0b\u5f0f\u5229\u7528\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP)\u3001\u6a5f\u5668\u5b78\u7fd2 (ML)\u548c\u795e\u7d93\u7db2\u8def\u7b49\u5148\u9032\u6280\u8853\uff0c\u7368\u7acb\u904b\u884c\uff0c\u4e26\u53ef\u6839\u64da\u4f7f\u7528\u8005\u9700\u6c42\u7684\u8b8a\u5316\u9032\u884c\u8abf\u6574\u3002 AI Agent \u7684\u81ea\u4e3b\u6027\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u6c7a\u65bc\u5b83\u5011\u7684\u958b\u767c\u3001\u5275\u5efa\u8005\u63d0\u4f9b\u7684\u80fd\u529b\u4ee5\u53ca\u4f7f\u7528\u8005\u8a2d\u5b9a\u7684\u53c3\u6578\u3002\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u4e0d\u50c5\u53ef\u4ee5\u8655\u7406\u7279\u5b9a\u4efb\u52d9\uff0c\u9084\u53ef\u4ee5\u76f8\u4e92\u4e92\u52d5\u4e26\u56de\u61c9\u4e0d\u65b7\u8b8a\u5316\u7684\u74b0\u5883\uff0c\u6a21\u4eff\u65b0\u54e1\u5de5\u7684\u5b78\u7fd2\u66f2\u7dda\u3002 \u5716\uff1aPexels\u4e00\u65e6\u5206\u914d\u4e86\u4efb\u52d9\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5c31\u53ef\u4ee5\u88fd\u5b9a\u4e00\u7cfb\u5217\u884c\u52d5\u7b56\u7565\uff0c\u5c07\u66f4\u5927\u7684\u76ee\u6a19\u5206\u89e3\u70ba\u53ef\u7ba1\u7406\u7684\u6b65\u9a5f\u3002\u4f8b\u5982\uff0c\u5728\u9ede\u9910\u6642\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5546\u53ef\u4ee5\u8b58\u5225\u9644\u8fd1\u7684\u9910\u5ef3\u3001\u78ba\u8a8d\u98f2\u98df\u9650\u5236\u3001\u89e3\u6c7a\u554f\u984c\uff08\u4f8b\u5982\u7f3a\u5c11\u7269\u54c1\uff09\u3001\u6355\u7372\u4ed8\u6b3e\u8a73\u7d30\u8cc7\u8a0a\u4e26\u57f7\u884c\u8a02\u55ae\uff0c\u6240\u6709\u9019\u4e9b\u90fd\u7121\u9700\u6301\u7e8c\u7684\u4eba\u5de5\u76e3\u7763\u3002 AI \u4ee3\u7406\u7684\u985e\u578b \u4eba\u5de5\u667a\u6167\u4ee3\u7406\u6709\u591a\u7a2e\u5f62\u5f0f\uff0c\u6bcf\u7a2e\u5f62\u5f0f\u90fd\u80fd\u5920\u555f\u52d5\u8907\u96dc\u7684\u904e\u7a0b\u4e26\u8fed\u4ee3\u5b78\u7fd2\u3002\u4ee5\u4e0b\u662f\u5e7e\u500b\u95dc\u9375\u985e\u578b\uff1a \u7c21\u55ae\u53cd\u5c04\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a\u9019\u4e9b\u57fa\u790e\u4ee3\u7406\u50c5\u6839\u64da\u7d66\u5b9a\u689d\u4ef6\u57f7\u884c\u9810\u5b9a\u7fa9\u4efb\u52d9\uff0c\u7121\u9700\u8a18\u61b6\u6216\u6b77\u53f2\u5b78\u7fd2\uff0c\u985e\u4f3c\u65bc\u57fa\u672c\u804a\u5929\u6a5f\u5668\u4eba\u6216\u6046\u6eab\u5668\u7b49\u7c21\u55ae\u611f\u6e2c\u5668\u3002 \u57fa\u65bc\u6a21\u578b\u7684\u53cd\u5c04\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a\u66f4\u5148\u9032\u7684\u662f\uff0c\u9019\u4e9b\u4ee3\u7406\u5546\u7dad\u8b77\u5176\u74b0\u5883\u7684\u5167\u90e8\u6a21\u578b\uff0c\u4e26\u6839\u64da\u7d2f\u7a4d\u7684\u611f\u5b98\u8cc7\u6599\u9032\u884c\u8abf\u6574\uff0c\u9019\u5e38\u898b\u65bc\u52d5\u614b\u8abf\u6574\u6e05\u6f54\u8def\u7dda\u7684\u6e05\u6f54\u6a5f\u5668\u4eba\u4e2d\u3002 \u76ee\u6a19\u5c0e\u5411\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a\u9019\u4e9b\u4ee3\u7406\u5c08\u6ce8\u65bc\u5be6\u73fe\u7279\u5b9a\u76ee\u6a19\uff0c\u7b56\u7565\u6027\u5730\u898f\u5283\u5176\u884c\u52d5\uff0c\u901a\u5e38\u7528\u65bc\u6a5f\u5668\u4eba\u548c\u81ea\u4e3b\u5c0e\u822a\u7cfb\u7d71\u3002 \u4ee5\u6548\u7528\u70ba\u5c0e\u5411\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a\u9019\u4e9b\u8907\u96dc\u7684\u4ee3\u7406\u512a\u5148\u8003\u616e\u6709\u6548\u7684\u884c\u52d5\uff0c\u6839\u64da\u5b9a\u7fa9\u7684\u6548\u7528\u6307\u6a19\uff08\u4f8b\u5982\u6642\u9593\u6548\u7387\uff09\u512a\u5316\u4efb\u52d9\uff0c\u5c31\u50cf\u65e8\u5728\u5be6\u73fe\u6700\u4f73\u8cbf\u6613\u7d50\u679c\u7684\u91d1\u878d\u4ea4\u6613\u6a5f\u5668\u4eba\u4e00\u6a23\u3002 \u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a\u9019\u4e9b\u4ee3\u7406\u5546\u80fd\u5920\u900f\u904e\u7d2f\u7a4d\u7684\u7d93\u9a57\u9032\u884c\u9069\u61c9\uff0c\u4e26\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u800c\u767c\u5c55\uff0c\u63d0\u9ad8\u5176\u5728\u500b\u4eba\u5316\u8cfc\u7269\u63a8\u85a6\u548c\u5783\u573e\u90f5\u4ef6\u904e\u6ffe\u7b49\u7368\u7279\u5834\u666f\u4e2d\u7684\u8868\u73fe\u3002 \u5206\u5c64\u4eba\u5de5\u667a\u6167\u4ee3\u7406\uff1a\u9019\u4e9b\u7cfb\u7d71\u5177\u6709\u591a\u500b\u4ee3\u7406\u7684\u7d50\u69cb\u5316\u7db2\u7d61\uff0c\u5176\u4e2d\u9802\u7d1a\u4ee3\u7406\u76e3\u7763\u4e0b\u7d1a\u4ee3\u7406\u7684\u64cd\u4f5c\uff0c\u5f9e\u800c\u80fd\u5920\u5354\u8abf\u4e00\u81f4\u5730\u8655\u7406\u8907\u96dc\u7684\u4efb\u52d9\u3002 \u4eba\u5de5\u667a\u6167\u4ee3\u7406\u8207\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba \u4eba\u5de5\u667a\u6167\u4ee3\u7406\u548c\u804a\u5929\u6a5f\u5668\u4eba\u90fd\u5229\u7528\u4eba\u5de5\u667a\u6167\u4f86\u89e3\u91cb\u4eba\u985e\u8a9e\u8a00\u4e26\u57f7\u884c\u6307\u4ee4\uff0c\u4f46\u5b83\u5011\u7684\u64cd\u4f5c\u8907\u96dc\u6027\u548c\u529f\u80fd\u7d1a\u5225\u4e0d\u540c\u3002\u4ee5\u4e0b\u662f\u5b83\u5011\u7684\u5dee\u7570\uff1a \u8907\u96dc\u7684\u4efb\u52d9\u7ba1\u7406\uff1a\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u7ba1\u7406\u8907\u96dc\u7684\u591a\u6b65\u9a5f\u4efb\u52d9\uff0c\u6709\u6548\u5730\u5206\u89e3\u5b83\u5011\uff0c\u800c\u804a\u5929\u6a5f\u5668\u4eba\u901a\u5e38\u50c5\u9650\u65bc\u66f4\u7c21\u55ae\u7684\u4e92\u52d5\u3002 \u52d5\u614b\u76ee\u6a19\u5c0e\u5411\uff1a\u8207\u91dd\u5c0d\u7279\u5b9a\u4efb\u52d9\u9032\u884c\u7a0b\u5f0f\u8a2d\u8a08\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4e0d\u540c\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5177\u6709\u591a\u529f\u80fd\u6027\uff0c\u80fd\u5920\u6839\u64da\u5373\u6642\u8b8a\u6578\u8abf\u6574\u5176\u884c\u52d5\u3002 \u9ad8\u968e\u5b78\u7fd2\u80fd\u529b\uff1a\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u52d5\u614b\u5b78\u7fd2\u4e26\u5728\u4e0d\u540c\u9818\u57df\u61c9\u7528\u9019\u4e9b\u77e5\u8b58\uff0c\u800c\u804a\u5929\u6a5f\u5668\u4eba\u7684\u8a18\u61b6\u9ad4\u6709\u9650\uff0c\u901a\u5e38\u53d7\u56f0\u65bc\u56b4\u683c\u7684\u6846\u67b6\u5167\u3002 \u64f4\u5c55\u77e5\u8b58\u8655\u7406\uff1a\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u805a\u5408\u548c\u8655\u7406\u4f86\u81ea\u591a\u500b\u4f86\u6e90\u7684\u6578\u64da\uff0c\u5c07\u5176\u77e5\u8b58\u5eab\u64f4\u5c55\u5230\u6700\u521d\u8a13\u7df4\u7684\u7bc4\u570d\u4e4b\u5916\u3002 \u70ba\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u63d0\u4f9b\u652f\u63f4\u7684\u6280\u8853 \u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u512a\u52e2\u5728\u65bc\u5176\u5e95\u5c64\u6280\u8853\uff0c\u9019\u4f7f\u5b83\u5011\u80fd\u5920\u719f\u7df4\u5730\u7406\u89e3\u4eba\u985e\u4e92\u52d5\u548c\u8907\u96dc\u7684\u6578\u64da\u3002\u95dc\u9375\u6280\u8853\u5305\u62ec\uff1a \u5716\uff1aPexels\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09 NLP \u5c0d\u65bc AI \u4ee3\u7406\u81f3\u95dc\u91cd\u8981\uff0c\u4f7f\u5b83\u5011\u80fd\u5920\u89e3\u91cb\u4eba\u985e\u8a9e\u8a00\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u95dc\u9375\u5b57\u3002\u900f\u904e\u7d50\u5408\u6a5f\u5668\u5b78\u7fd2\u548c\u795e\u7d93\u7db2\u8def\u7b49\u6280\u8853\uff0cNLP \u53ef\u4ee5\u7d30\u7dfb\u5730\u7406\u89e3\u4f7f\u7528\u8005\u610f\u5716\uff0c\u4fc3\u9032\u6709\u610f\u7fa9\u7684\u4e92\u52d5\u3002 \u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) LLM \u662f\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u7684\u4e00\u7a2e\u5f62\u5f0f\uff0c\u4f5c\u70ba NLP \u4e2d\u7684\u57fa\u790e\u5de5\u5177\uff0c\u5229\u7528\u5927\u91cf\u8cc7\u6599\u96c6\u4f86\u7834\u89e3\u548c\u7522\u751f\u8907\u96dc\u7684\u8a9e\u8a00\u6a21\u5f0f\uff0c\u5f9e\u800c\u5be6\u73fe\u7d30\u7dfb\u7684\u5c0d\u8a71\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u3002 \u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09 \u6a5f\u5668\u5b78\u7fd2\u4f7f\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u80fd\u5920\u81ea\u4e3b\u5730\u5f9e\u6578\u64da\u4e2d\u5b78\u7fd2\uff0c\u4fc3\u9032\u9069\u61c9\u65b0\u7684\u6311\u6230\uff0c\u4e26\u6839\u64da\u4e92\u52d5\u548c\u56de\u994b\u4e0d\u65b7\u589e\u5f37\u5176\u80fd\u529b\u3002 \u795e\u7d93\u7db2\u8def (NN) \u795e\u7d93\u7db2\u8def\u4ee5\u4eba\u8166\u70ba\u6a21\u578b\uff0c\u900f\u904e\u4e92\u9023\u7684\u7bc0\u9ede\u8655\u7406\u6578\u64da\uff0c\u4f7f\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u80fd\u5920\u6709\u6548\u5730\u5206\u985e\u548c\u7406\u89e3\u5927\u91cf\u6578\u64da\uff0c\u5f9e\u800c\u652f\u63f4\u8907\u96dc\u7684\u6c7a\u7b56\u904e\u7a0b\u3002 \u5716\uff1aPexelsAI\u667a\u80fd\u9ad4\u7684\u512a\u52e2\u8207\u6311\u6230 \u96d6\u7136\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u63d0\u4f9b\u4e86\u4ee4\u4eba\u96e3\u4ee5\u7f6e\u4fe1\u7684\u8b8a\u9769\u6f5b\u529b\uff0c\u4f46\u5b83\u5011\u4e5f\u9762\u81e8\u8457\u76f8\u7576\u5927\u7684\u6311\u6230\u3002\u4ee5\u4e0b\u662f\u5b83\u5011\u7684\u4e3b\u8981\u512a\u52e2\u548c\u6311\u6230\uff1a \u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u597d\u8655 \u63d0\u9ad8\u6e96\u78ba\u6027\uff1a\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u900f\u904e\u7d30\u7dfb\u7684\u8cc7\u6599\u8655\u7406\u3001\u589e\u5f37\u4efb\u52d9\u57f7\u884c\u548c\u9810\u6e2c\u80fd\u529b\uff0c\u6700\u5927\u9650\u5ea6\u5730\u6e1b\u5c11\u4eba\u70ba\u932f\u8aa4\u3002 24\/7 \u53ef\u7528\u6027\uff1a\u8207\u4eba\u985e\u5de5\u4f5c\u4eba\u54e1\u4e0d\u540c\uff0c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u9023\u7e8c\u904b\u884c\uff0c\u5f9e\u800c\u986f\u8457\u63d0\u9ad8\u751f\u7522\u529b\u3002 \u63d0\u9ad8\u6548\u7387\uff1a\u5b83\u5011\u5c07\u4eba\u529b\u8cc7\u6e90\u5f9e\u91cd\u8907\u6027\u4efb\u52d9\u4e2d\u89e3\u653e\u51fa\u4f86\uff0c\u8b93\u4ed6\u5011\u80fd\u5920\u5c08\u6ce8\u65bc\u66f4\u5177\u7b56\u7565\u6027\u7684\u8077\u8cac\u3002 \u8cc7\u6599\u638c\u63e1\uff1a\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u64c5\u9577\u8cc7\u6599\u5206\u6790\u3001\u8b58\u5225\u8da8\u52e2\u548c\u7522\u751f\u6709\u52a9\u65bc\u4e3b\u52d5\u6c7a\u7b56\u7684\u9810\u6e2c\u3002 \u6210\u672c\u6548\u76ca\uff1a\u81ea\u52d5\u5316\u53ef\u4ee5\u964d\u4f4e\u71df\u904b\u6210\u672c\uff0c\u540c\u6642\u7dad\u6301\u9ad8\u54c1\u8cea\u7684\u670d\u52d9\u6c34\u6e96\u3002 \u53ef\u64f4\u5c55\u6027\uff1a\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u53ef\u4ee5\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u9032\u884c\u64f4\u5c55\uff0c\u4ee5\u6eff\u8db3\u4e0d\u65b7\u589e\u9577\u7684\u7d44\u7e54\u9700\u6c42\uff0c\u800c\u4e0d\u6703\u6210\u6bd4\u4f8b\u589e\u52a0\u4eba\u54e1\u6210\u672c\u3002 \u9762\u81e8\u7684\u6311\u6230 \u5b89\u5168\u554f\u984c\uff1a\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5b58\u53d6\u654f\u611f\u8cc7\u6599\u6703\u5e36\u4f86\u6f5b\u5728\u7684\u5b89\u5168\u98a8\u96aa\uff0c\u9700\u8981\u63a1\u53d6\u5f37\u800c\u6709\u529b\u7684\u4fdd\u8b77\u63aa\u65bd\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[98,851],"class_list":["post-6340","post","type-post","status-publish","format-standard","hentry","category-how-to","tag-ai","tag-ai-agents"],"acf":[],"_links":{"self":[{"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/posts\/6340","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/comments?post=6340"}],"version-history":[{"count":1,"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/posts\/6340\/revisions"}],"predecessor-version":[{"id":6341,"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/posts\/6340\/revisions\/6341"}],"wp:attachment":[{"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/media?parent=6340"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/categories?post=6340"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/howtogeek.blog\/zh\/wp-json\/wp\/v2\/tags?post=6340"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}