{"id":91674,"date":"2026-08-08T09:08:45","date_gmt":"2026-08-08T01:08:45","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/91674.html"},"modified":"2026-08-08T09:08:45","modified_gmt":"2026-08-08T01:08:45","slug":"%e4%bb%8e%e9%9b%b6%e6%89%8b%e5%86%99-ai-agent%ef%bc%9a%e6%99%ba%e8%83%bd%e4%bd%93%e6%a0%b8%e5%bf%83%e6%a6%82%e5%bf%b5%e3%80%81%e6%80%9d%e8%80%83-%e8%a1%8c%e5%8a%a8-%e8%a7%82%e5%af%9f%e5%be%aa%e7%8e%af","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/91674.html","title":{"rendered":"\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\u4e00\u3001\u4e3a\u4ec0\u4e48\u667a\u80fd\u4f53\u662f\u5927\u6a21\u578b\u7684\u4e0b\u4e00\u7ad9<\/li>\n<li>\u4e8c\u3001\u5b66\u4e60\u5de5\u5177\u4e0e\u73af\u5883\u51c6\u5907<\/li>\n<li>\u4e09\u3001\u4ec0\u4e48\u662f AI Agent\uff1a\u4ece\u8bed\u8a00\u6a21\u578b\u5230\u884c\u52a8\u4e3b\u4f53<\/li>\n<li>\n<ul>\n<li>3.1 \u667a\u80fd\u4f53\u7684\u5b9a\u4e49<\/li>\n<li>3.2 \u4e3a\u4ec0\u4e48\u9700\u8981\u667a\u80fd\u4f53<\/li>\n<li>3.3 \u667a\u80fd\u4f53\u7684\u7ec4\u6210\u90e8\u5206<\/li>\n<\/ul>\n<\/li>\n<li>\u56db\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e00\uff1aLLM\u2014\u2014\u667a\u80fd\u4f53\u7684\\&#8221;\u5927\u8111\\&#8221;<\/li>\n<li>\n<ul>\n<li>4.1 \u4ec0\u4e48\u662f LLM<\/li>\n<li>4.2 \u4e3a\u4ec0\u4e48\u9009\u62e9\\&#8221;\u66f4\u5f3a\\&#8221;\u7684\u6a21\u578b<\/li>\n<li>4.3 \u4ece\\&#8221;\u6587\u5b57\u63a5\u9f99\\&#8221;\u5230\\&#8221;\u667a\u80fd\u884c\u4e3a\\&#8221;\u7684\u6d8c\u73b0<\/li>\n<li>4.4 LLM \u7684\u63a8\u7406\u6d41\u7a0b\uff1a\u4e00\u6b21\u8bf7\u6c42\u53d1\u751f\u4e86\u4ec0\u4e48<\/li>\n<li>4.5 \u91c7\u6837\u53c2\u6570\u5bf9\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u5f71\u54cd<\/li>\n<\/ul>\n<\/li>\n<li>\u4e94\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e8c\uff1aMessages\u2014\u2014\u4e0e\u6a21\u578b\u5bf9\u8bdd\u7684\u89c4\u8303\u534f\u8bae<\/li>\n<li>\n<ul>\n<li>5.1 \u6d88\u606f\u7684\u4e09\u79cd\u89d2\u8272<\/li>\n<li>5.2 \u7279\u6b8a\u6807\u8bb0\uff08Special Tokens\uff09<\/li>\n<li>5.3 \u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u6311\u6218<\/li>\n<\/ul>\n<\/li>\n<li>\u516d\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e09\uff1aTools\u2014\u2014\u667a\u80fd\u4f53\u7684\\&#8221;\u53cc\u624b\\&#8221;<\/li>\n<li>\n<ul>\n<li>6.1 \u4e3a\u4ec0\u4e48\u9700\u8981\u5de5\u5177<\/li>\n<li>6.2 \u5de5\u5177\u7684\u672c\u8d28\uff1a\u7ed3\u6784\u5316\u63cf\u8ff0<\/li>\n<li>6.3 \u6a21\u578b\u5982\u4f55\u4f7f\u7528\u5de5\u5177<\/li>\n<li>6.4 \u8bbe\u8ba1\u597d\u5de5\u5177\u7684\u5173\u952e\u539f\u5219<\/li>\n<\/ul>\n<\/li>\n<li>\u4e03\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\uff1a\u667a\u80fd\u4f53\u7684\u5de5\u4f5c\u5f15\u64ce<\/li>\n<li>\n<ul>\n<li>7.1 \u6838\u5fc3\u601d\u60f3\uff1a\u4ece ReAct \u5230 Thought-Action-Observation<\/li>\n<li>7.2 \u5faa\u73af\u7684\u4e09\u4e2a\u9636\u6bb5\u8be6\u89e3<\/li>\n<li>7.3 \u4e00\u4e2a\u5b8c\u6574\u7684\u5faa\u73af\u793a\u4f8b<\/li>\n<li>7.4 \u5faa\u73af\u7684\u7ec8\u6b62\u6761\u4ef6<\/li>\n<\/ul>\n<\/li>\n<li>\u516b\u3001\u624b\u5199\u667a\u80fd\u4f53\u5e93\uff1aDummy Agent Library \u5168\u89e3\u6790<\/li>\n<li>\n<ul>\n<li>8.1 \u6574\u4f53\u67b6\u6784<\/li>\n<li>8.2 \u7b2c\u4e00\u6b65\uff1a\u5b9e\u73b0 Tool \u7c7b<\/li>\n<li>8.3 \u7b2c\u4e8c\u6b65\uff1a\u5b9e\u73b0 LLMEngine \u7c7b<\/li>\n<li>8.4 \u7b2c\u4e09\u6b65\uff1a\u5b9e\u73b0 Agent \u7c7b\u7684\u5faa\u73af<\/li>\n<li>8.5 \u5b8c\u6574\u8fd0\u884c\u793a\u4f8b<\/li>\n<li>8.6 \u4ece\u8fd9\u4e2a\u7ec3\u4e60\u4e2d\u6211\u4eec\u5b66\u5230\u4e86\u4ec0\u4e48<\/li>\n<\/ul>\n<\/li>\n<li>\u4e5d\u3001\u6df1\u5165\u51fd\u6570\u8c03\u7528\uff1a\u6a21\u578b\u5982\u4f55\u5b66\u4f1a\u4f7f\u7528\u5de5\u5177<\/li>\n<li>\n<ul>\n<li>9.1 \u4ec0\u4e48\u662f\u51fd\u6570\u8c03\u7528\uff08Function Calling\uff09<\/li>\n<li>9.2 \u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e2d\u7684\u51fd\u6570\u8c03\u7528<\/li>\n<li>9.3 \u4e3a\u4ec0\u4e48\u9700\u8981\u5fae\u8c03\u800c\u975e\u4ec5\u9760\u63d0\u793a\u8bcd<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u3001\u7528 LoRA \u5fae\u8c03\u6a21\u578b\u83b7\u5f97\u51fd\u6570\u8c03\u7528\u80fd\u529b<\/li>\n<li>\n<ul>\n<li>10.1 \u5fae\u8c03\u7b56\u7565\uff1aLoRA<\/li>\n<li>10.2 \u6570\u636e\u96c6\u8bbe\u8ba1\uff1a\u6559\u6a21\u578b\u8f93\u51fa\u51fd\u6570\u8c03\u7528<\/li>\n<li>10.3 \u65b0\u589e\u7279\u6b8a\u6807\u8bb0<\/li>\n<li>10.4 \u5b8c\u6574\u5fae\u8c03\u6d41\u7a0b\uff08\u5b9e\u64cd\u6b65\u9aa4\uff09<\/li>\n<li>\n<ul>\n<li>\u7b2c 1 \u6b65\uff1a\u5b89\u88c5\u4f9d\u8d56<\/li>\n<li>\u7b2c 2 \u6b65\uff1a\u52a0\u8f7d\u57fa\u5ea7\u6a21\u578b\uff08\u4ee5 gemma-2-2b-it \u4e3a\u4f8b\uff09<\/li>\n<li>\u7b2c 3 \u6b65\uff1a\u51c6\u5907\u8bad\u7ec3\u6570\u636e<\/li>\n<li>\u7b2c 4 \u6b65\uff1a\u8bad\u7ec3<\/li>\n<li>\u7b2c 5 \u6b65\uff1a\u63a8\u7406\u6d4b\u8bd5\u4e0e\u89e3\u6790<\/li>\n<\/ul>\n<\/li>\n<li>10.5 \u5fae\u8c03\u540e\u7684\u6548\u679c\u4e0e\u6ce8\u610f\u4e8b\u9879<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u70b9\u4e94\u3001\u4ece Dummy Agent \u5230\u771f\u5b9e\u6846\u67b6\uff1a\u6982\u5ff5\u6620\u5c04<\/li>\n<li>\n<ul>\n<li>10.6 \u5b9e\u8df5\u8fdb\u9636\uff1a\u591a\u5de5\u5177\u534f\u4f5c\u4e0e\u590d\u6742\u4efb\u52a1\u5206\u89e3<\/li>\n<li>10.7 \u5904\u7406\u5de5\u5177\u8c03\u7528\u5931\u8d25\u7684\u5bb9\u9519\u8bbe\u8ba1<\/li>\n<li>10.8 Unit 1 \u7684\u77e5\u8bc6\u68c0\u67e5\uff08Quiz\uff09\u8981\u70b9<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u70b9\u516d\u3001\u751f\u4ea7\u5316\u589e\u5f3a\uff1a\u4ece\u6559\u5b66 Demo \u5230\u53ef\u7528\u7684 Dummy Agent<\/li>\n<li>\n<ul>\n<li>1. \u7ed3\u6784\u5316\u8f93\u51fa\u89e3\u6790<\/li>\n<li>2. \u5e26\u91cd\u8bd5\u4e0e\u8d85\u65f6\u7684\u5de5\u5177\u6267\u884c<\/li>\n<li>3. \u65e5\u5fd7\u8ffd\u8e2a\uff1a\u8ba9\u5faa\u73af\u8fc7\u7a0b\u53ef\u89c1<\/li>\n<li>4. \u4e3a\u4ec0\u4e48\u8fd9\u4e9b\u589e\u5f3a\u4e0d\u6539\u53d8\\&#8221;\u667a\u80fd\u4f53 = \u5faa\u73af\\&#8221;\u7684\u672c\u8d28<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u4e00\u3001\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\uff08FAQ\uff09<\/li>\n<li>\n<ul>\n<li>Q1\uff1aLLM \u4e0e AI Agent \u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/li>\n<li>Q2\uff1a\u662f\u4e0d\u662f\u5fc5\u987b\u7528\u6700\u5f3a\u7684\u6a21\u578b\u624d\u80fd\u6784\u5efa\u667a\u80fd\u4f53\uff1f<\/li>\n<li>Q3\uff1a\u51fd\u6570\u8c03\u7528\u5fc5\u987b\u5fae\u8c03\u6a21\u578b\u5417\uff1f<\/li>\n<li>Q4\uff1aLoRA \u4e0e\u5168\u53c2\u5fae\u8c03\u5982\u4f55\u9009\u62e9\uff1f<\/li>\n<li>Q5\uff1a\u5de5\u5177\u8c03\u7528\u8fd4\u56de\u7ed3\u679c\u540e\uff0c\u6a21\u578b\u5982\u4f55\\&#8221;\u8bb0\u4f4f\\&#8221;\u4e0a\u4e0b\u6587\uff1f<\/li>\n<li>Q6\uff1a\u5982\u4f55\u9632\u6b62\u667a\u80fd\u4f53\u6b7b\u5faa\u73af\uff1f<\/li>\n<li>Q7\uff1a\u5fae\u8c03\u9700\u8981\u591a\u5c11\u6570\u636e\uff1f<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u4e8c\u3001\u603b\u7ed3\u4e0e\u4e0b\u4e00\u6b65<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u4e00\u3001\u4e3a\u4ec0\u4e48\u667a\u80fd\u4f53\u662f\u5927\u6a21\u578b\u7684\u4e0b\u4e00\u7ad9<\/h3>\n<p>2023 \u5e74\u4ee5\u6765\uff0c\u5927\u8bed\u8a00\u6a21\u578b\uff08Large Language Models, LLMs\uff09\u7684\u80fd\u529b\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u6f14\u8fdb\uff1a\u4ece\u7b80\u5355\u7684\u6587\u672c\u751f\u6210\uff0c\u5230\u590d\u6742\u7684\u63a8\u7406\u3001\u4ee3\u7801\u751f\u6210\u3001\u591a\u6a21\u6001\u7406\u89e3\u3002\u7136\u800c\uff0c\u5927\u6a21\u578b\u672c\u8eab\u6709\u4e00\u4e2a\u5929\u7136\u7684\u5c40\u9650\u2014\u2014\u5b83\u53ea\u80fd\\&#8221;\u8bf4\\&#8221;\uff0c\u4e0d\u80fd\\&#8221;\u505a\\&#8221;\u3002\u6a21\u578b\u53ef\u4ee5\u544a\u8bc9\u4f60\u4eca\u5929\u5df4\u9ece\u7684\u5929\u6c14\u5982\u4f55\u8ba1\u7b97\uff0c\u5374\u65e0\u6cd5\u771f\u6b63\u67e5\u8be2\u5b9e\u65f6\u5929\u6c14\uff1b\u5b83\u53ef\u4ee5\u63cf\u8ff0\u5982\u4f55\u53d1\u4e00\u5c01\u90ae\u4ef6\uff0c\u5374\u4e0d\u80fd\u771f\u7684\u5e2e\u4f60\u628a\u90ae\u4ef6\u53d1\u9001\u51fa\u53bb\u3002<\/p>\n<p>\u8fd9\u4e00\u5c40\u9650\u50ac\u751f\u4e86 AI Agent\uff08\u667a\u80fd\u4f53\uff09 \u8fd9\u4e00\u91cd\u8981\u6982\u5ff5\u3002\u667a\u80fd\u4f53\u53ef\u4ee5\u88ab\u7406\u89e3\u4e3a\\&#8221;\u62e5\u6709\u5927\u8111\uff08LLM\uff09\u548c\u53cc\u624b\uff08\u5de5\u5177\uff09\u7684\u81ea\u4e3b\u7cfb\u7edf\\&#8221;\uff1a\u5b83\u501f\u52a9 LLM \u8fdb\u884c\u63a8\u7406\u4e0e\u89c4\u5212\uff0c\u901a\u8fc7\u5de5\u5177\u6267\u884c\u5177\u4f53\u52a8\u4f5c\uff0c\u5e76\u6839\u636e\u6267\u884c\u7ed3\u679c\uff08\u89c2\u5bdf\uff09\u8c03\u6574\u4e0b\u4e00\u6b65\u884c\u52a8\uff0c\u4ece\u800c\u771f\u6b63\\&#8221;\u52a8\u624b\\&#8221;\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n<p>\u4e1a\u754c\u5df2\u7ecf\u6d8c\u73b0\u51fa\u5927\u91cf\u4f18\u79c0\u7684\u667a\u80fd\u4f53\u4ea7\u54c1\uff1a\u80fd\u591f\u81ea\u4e3b\u5b8c\u6210\u4ee3\u7801\u7f16\u5199\u4e0e\u6d4b\u8bd5\u7684\u7f16\u7a0b\u52a9\u624b\u3001\u80fd\u591f\u68c0\u7d22\u8d44\u6599\u5e76\u64b0\u5199\u62a5\u544a\u7684\u7814\u7a76\u52a9\u7406\u3001\u80fd\u591f\u64cd\u4f5c\u6d4f\u89c8\u5668\u5b8c\u6210\u9884\u8ba2\u4e0e\u8d2d\u7269\u7684\u6570\u5b57\u5458\u5de5\u2026\u2026\u8fd9\u4e9b\u4ea7\u54c1\u80cc\u540e\uff0c\u662f\\&#8221;\u63a8\u7406 + \u884c\u52a8\\&#8221;\u8303\u5f0f\u7684\u80dc\u5229\u3002<\/p>\n<p>\u672c\u6587\u5e26\u4f60\u4ece\u6700\u5e95\u5c42\u7406\u89e3\u667a\u80fd\u4f53\u7684\u8fd0\u4f5c\u539f\u7406\uff0c\u5e76\u4ece\u96f6\u624b\u5199\u4e00\u4e2a\u6700\u5c0f\u667a\u80fd\u4f53\u5e93\uff0c\u5f7b\u5e95\u641e\u6e05\u695a\\&#8221;\u667a\u80fd\u4f53\u5185\u90e8\u5230\u5e95\u53d1\u751f\u4e86\u4ec0\u4e48\\&#8221;\u3002\u5728\u6587\u7ae0\u540e\u534a\u90e8\u5206\uff0c\u6211\u4eec\u8fd8\u4f1a\u6df1\u5165 \u51fd\u6570\u8c03\u7528\uff08Function Calling\uff09 \u4e0e LoRA \u5fae\u8c03\uff0c\u8bb2\u89e3\u5982\u4f55\u8ba9\u5f00\u6e90\u6a21\u578b\u771f\u6b63\u5b66\u4f1a\u4f7f\u7528\u5de5\u5177\u2014\u2014\u8fd9\u662f\u6784\u5efa\u53ef\u9760\u667a\u80fd\u4f53\u7684\u5173\u952e\u80fd\u529b\u3002<\/p>\n<hr>\n<h3>\u4e8c\u3001\u5b66\u4e60\u5de5\u5177\u4e0e\u73af\u5883\u51c6\u5907<\/h3>\n<p>\u5b66\u4e60 Agent \u5f00\u53d1\u5efa\u8bae\u51c6\u5907\u4ee5\u4e0b\u73af\u5883\uff1a<\/p>\n<ul>\n<li>Python 3.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u76ee\u5f55 \u4e00\u3001\u4e3a\u4ec0\u4e48\u667a\u80fd\u4f53\u662f\u5927\u6a21\u578b\u7684\u4e0b\u4e00\u7ad9 \u4e8c\u3001\u5b66\u4e60\u5de5\u5177\u4e0e\u73af\u5883\u51c6\u5907 \u4e09\u3001\u4ec0\u4e48\u662f AI Agent\uff1a\u4ece\u8bed\u8a00\u6a21\u578b\u5230\u884c\u52a8\u4e3b\u4f53 3.1 \u667a\u80fd\u4f53\u7684\u5b9a\u4e49 3.2 \u4e3a\u4ec0\u4e48\u9700\u8981\u667a\u80fd\u4f53 3.3 \u667a\u80fd\u4f53\u7684\u7ec4\u6210\u90e8\u5206 \u56db\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e00\uff1aLLM\u2014\u2014\u667a\u80fd\u4f53\u7684\\&#8221;\u5927\u8111\\&#8221; 4.1 \u4ec0\u4e48\u662f LLM 4.2 \u4e3a\u4ec0\u4e48\u9009\u62e9\\&#8221;\u66f4\u5f3a\\&#8221;\u7684\u6a21\u578b 4.3 \u4ece\\&#8221;\u6587\u5b57\u63a5\u9f99\\&#8221;\u5230\\&#8221;\u667a\u80fd\u884c\u4e3a\\&#8221;\u7684\u6d8c\u73b0 4.4 LLM \u7684\u63a8\u7406\u6d41\u7a0b\uff1a\u4e00\u6b21\u8bf7\u6c42\u53d1\u751f\u4e86\u4ec0\u4e48 4.5 \u91c7\u6837\u53c2\u6570\u5bf9\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u5f71\u54cd \u4e94\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e8c\uff1aMessages\u2014\u2014\u4e0e\u6a21\u578b\u5bf9\u8bdd\u7684\u89c4\u8303\u534f\u8bae<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[10459,71,5403,5823,4735],"topic":[],"class_list":["post-91674","post","type-post","status-publish","format-standard","hentry","category-server","tag-function-call","tag-ai-agent","tag-ai","tag-lora","tag-4735"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/91674.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u76ee\u5f55 \u4e00\u3001\u4e3a\u4ec0\u4e48\u667a\u80fd\u4f53\u662f\u5927\u6a21\u578b\u7684\u4e0b\u4e00\u7ad9 \u4e8c\u3001\u5b66\u4e60\u5de5\u5177\u4e0e\u73af\u5883\u51c6\u5907 \u4e09\u3001\u4ec0\u4e48\u662f AI Agent\uff1a\u4ece\u8bed\u8a00\u6a21\u578b\u5230\u884c\u52a8\u4e3b\u4f53 3.1 \u667a\u80fd\u4f53\u7684\u5b9a\u4e49 3.2 \u4e3a\u4ec0\u4e48\u9700\u8981\u667a\u80fd\u4f53 3.3 \u667a\u80fd\u4f53\u7684\u7ec4\u6210\u90e8\u5206 \u56db\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e00\uff1aLLM\u2014\u2014\u667a\u80fd\u4f53\u7684&quot;\u5927\u8111&quot; 4.1 \u4ec0\u4e48\u662f LLM 4.2 \u4e3a\u4ec0\u4e48\u9009\u62e9&quot;\u66f4\u5f3a&quot;\u7684\u6a21\u578b 4.3 \u4ece&quot;\u6587\u5b57\u63a5\u9f99&quot;\u5230&quot;\u667a\u80fd\u884c\u4e3a&quot;\u7684\u6d8c\u73b0 4.4 LLM \u7684\u63a8\u7406\u6d41\u7a0b\uff1a\u4e00\u6b21\u8bf7\u6c42\u53d1\u751f\u4e86\u4ec0\u4e48 4.5 \u91c7\u6837\u53c2\u6570\u5bf9\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u5f71\u54cd \u4e94\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e8c\uff1aMessages\u2014\u2014\u4e0e\u6a21\u578b\u5bf9\u8bdd\u7684\u89c4\u8303\u534f\u8bae\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/91674.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-08T01:08:45+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/91674.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/91674.html\",\"name\":\"\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-08-08T01:08:45+00:00\",\"dateModified\":\"2026-08-08T01:08:45+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/91674.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/91674.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/91674.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/91674.html","og_locale":"zh_CN","og_type":"article","og_title":"\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6587\u7ae0\u76ee\u5f55 \u4e00\u3001\u4e3a\u4ec0\u4e48\u667a\u80fd\u4f53\u662f\u5927\u6a21\u578b\u7684\u4e0b\u4e00\u7ad9 \u4e8c\u3001\u5b66\u4e60\u5de5\u5177\u4e0e\u73af\u5883\u51c6\u5907 \u4e09\u3001\u4ec0\u4e48\u662f AI Agent\uff1a\u4ece\u8bed\u8a00\u6a21\u578b\u5230\u884c\u52a8\u4e3b\u4f53 3.1 \u667a\u80fd\u4f53\u7684\u5b9a\u4e49 3.2 \u4e3a\u4ec0\u4e48\u9700\u8981\u667a\u80fd\u4f53 3.3 \u667a\u80fd\u4f53\u7684\u7ec4\u6210\u90e8\u5206 \u56db\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e00\uff1aLLM\u2014\u2014\u667a\u80fd\u4f53\u7684\"\u5927\u8111\" 4.1 \u4ec0\u4e48\u662f LLM 4.2 \u4e3a\u4ec0\u4e48\u9009\u62e9\"\u66f4\u5f3a\"\u7684\u6a21\u578b 4.3 \u4ece\"\u6587\u5b57\u63a5\u9f99\"\u5230\"\u667a\u80fd\u884c\u4e3a\"\u7684\u6d8c\u73b0 4.4 LLM \u7684\u63a8\u7406\u6d41\u7a0b\uff1a\u4e00\u6b21\u8bf7\u6c42\u53d1\u751f\u4e86\u4ec0\u4e48 4.5 \u91c7\u6837\u53c2\u6570\u5bf9\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u5f71\u54cd \u4e94\u3001\u6838\u5fc3\u7ec4\u4ef6\u4e8c\uff1aMessages\u2014\u2014\u4e0e\u6a21\u578b\u5bf9\u8bdd\u7684\u89c4\u8303\u534f\u8bae","og_url":"https:\/\/www.wsisp.com\/helps\/91674.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-08-08T01:08:45+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/91674.html","url":"https:\/\/www.wsisp.com\/helps\/91674.html","name":"\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-08-08T01:08:45+00:00","dateModified":"2026-08-08T01:08:45+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/91674.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/91674.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/91674.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u4ece\u96f6\u624b\u5199 AI Agent\uff1a\u667a\u80fd\u4f53\u6838\u5fc3\u6982\u5ff5\u3001\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u5faa\u73af\u4e0e\u51fd\u6570\u8c03\u7528\u5fae\u8c03\u5b9e\u6218"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/91674","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=91674"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/91674\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=91674"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=91674"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=91674"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=91674"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}