{"id":27586,"date":"2025-10-17T09:08:36","date_gmt":"2025-10-17T01:08:36","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=27586"},"modified":"2025-10-17T09:08:36","modified_gmt":"2025-10-17T01:08:36","slug":"2025-%e5%b9%b4%e6%9c%80%e5%80%bc%e5%be%97%e5%85%b3%e6%b3%a8%e7%9a%84%e5%8d%81%e5%a4%a7-ai-agent-%e5%b9%b3%e5%8f%b0","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/10\/17\/27586\/","title":{"rendered":"2025 \u5e74\u6700\u503c\u5f97\u5173\u6ce8\u7684\u5341\u5927 AI Agent \u5e73\u53f0"},"content":{"rendered":"
\"\"<\/div>\n
<\/div>\n
AI\u4ee3\u7406\u9886\u57df\u5df2\u7ecf\u5927\u5e45\u6210\u719f\u3002LangChain\u4ee5\u7075\u6d3b\u6027\u4e3b\u5bfc\uff0cOpenAI\u548cGoogle\u5728\u63a8\u52a8\u4f01\u4e1a\u7ea7SDK\uff0cMicrosoft\u63d0\u4f9b\u4e13\u6ce8\u534f\u4f5c\u7684\u6846\u67b6\uff0c\u800c\u50cfDify\u8fd9\u6837\u7684\u5e73\u53f0\u7528\u65e0\u4ee3\u7801\u5de5\u5177\u8ba9\u4ee3\u7406\u5f00\u53d1\u5927\u4f17\u5316\u3002\u4f60\u7684\u9009\u62e9\u53d6\u51b3\u4e8e\u4e09\u4e2a\u56e0\u7d20\uff1a\u4f60\u613f\u610f\u5904\u7406\u7684\u7684\u6280\u672f\u590d\u6742\u7a0b\u5ea6\uff0c\u4f60\u80fd\u63a5\u53d7\u7684\u751f\u6001\u9501\u5b9a\uff0c\u4ee5\u53ca\u4f60\u9488\u5bf9\u7684\u90e8\u7f72\u89c4\u6a21\u3002<\/div>\n
\n
\n

\u4e00\u4e2a\u6307\u5357\uff0c\u5e2e\u52a9\u4f60\u6311\u9009\u5408\u9002\u7684\u6846\u67b6\u6765\u6784\u5efa\u81ea\u4e3bAI\u4ee3\u7406\u2014\u2014\u4ece\u5f00\u6e90\u5de8\u5934\u5230\u4f01\u4e1a\u7ea7\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

\u4f60\u6765\u8fd9\u513f\u662f\u56e0\u4e3a\u4f60\u770b\u5230\u4e86\u672a\u6765\uff0c\u800c\u672a\u6765\u5c31\u662f\u81ea\u4e3b\u7684\u3002AI\u4ee3\u7406\u4e0d\u518d\u53ea\u662f\u804a\u5929\u673a\u5668\u4eba\u4e86\u2014\u2014\u5b83\u4eec\u662f\u590d\u6742\u7684\u7a0b\u5e8f\uff0c\u80fd\u5206\u6790\u4fe1\u606f\u3001\u505a\u51b3\u5b9a\uff0c\u8fd8\u80fd\u6267\u884c\u590d\u6742\u4efb\u52a1\uff0c\u800c\u4e0d\u9700\u8981\u4eba\u7c7b\u4e00\u76f4\u76ef\u7740\u3002\u8bf4\u5b9e\u8bdd\uff1f\u52302025\u5e74\uff0c\u8fd9\u4e9b\u80fd\u529b\u7684\u7206\u53d1\u7b80\u76f4\u8ba9\u4eba\u8111\u6d1e\u5927\u5f00\u3002<\/p>\n

\u6211\u6700\u8fd1\u51e0\u4e2a\u6708\u6df1\u5165\u94bb\u7814\u4e86AI\u4ee3\u7406\u751f\u6001\u7cfb\u7edf\uff0c\u6211\u60f3\u5206\u4eab\u6211\u5b66\u5230\u7684\u4e1c\u897f\u3002\u4e0d\u7ba1\u4f60\u662f\u521d\u521b\u516c\u53f8\u521b\u59cb\u4eba\uff0c\u60f3\u6784\u5efa\u4f60\u7684\u7b2c\u4e00\u4e2aAI\u52a9\u624b\uff0c\u8fd8\u662f\u4f01\u4e1a\u67b6\u6784\u5e08\u5728\u8bc4\u4f30\u5e73\u53f0\uff0c\u8fd9\u4e2a\u6307\u5357\u90fd\u4f1a\u5206\u89e3\u51fa\u5851\u9020\u667a\u80fd\u8f6f\u4ef6\u6784\u5efa\u65b9\u5f0f\u7684\u5341\u5927\u901a\u7528AI\u4ee3\u7406\u5e73\u53f0\u3002<\/p>\n

AI\u4ee3\u7406\u9886\u57df\u5df2\u7ecf\u5927\u5e45\u6210\u719f\u3002LangChain\u4ee5\u7075\u6d3b\u6027\u4e3b\u5bfc\uff0cOpenAI\u548cGoogle\u5728\u63a8\u52a8\u4f01\u4e1a\u7ea7SDK\uff0cMicrosoft\u63d0\u4f9b\u4e13\u6ce8\u534f\u4f5c\u7684\u6846\u67b6\uff0c\u800c\u50cfDify\u8fd9\u6837\u7684\u5e73\u53f0\u7528\u65e0\u4ee3\u7801\u5de5\u5177\u8ba9\u4ee3\u7406\u5f00\u53d1\u5927\u4f17\u5316\u3002\u4f60\u7684\u9009\u62e9\u53d6\u51b3\u4e8e\u4e09\u4e2a\u56e0\u7d20\uff1a\u4f60\u613f\u610f\u5904\u7406\u7684\u7684\u6280\u672f\u590d\u6742\u7a0b\u5ea6\uff0c\u4f60\u80fd\u63a5\u53d7\u7684\u751f\u6001\u9501\u5b9a\uff0c\u4ee5\u53ca\u4f60\u9488\u5bf9\u7684\u90e8\u7f72\u89c4\u6a21\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

\n

\u7406\u89e3AI\u4ee3\u7406\uff1a\u57fa\u7840\u77e5\u8bc6<\/h2>\n

\u5728\u6211\u4eec\u6df1\u5165\u5e73\u53f0\u4e4b\u524d\uff0c\u5148\u641e\u6e05\u695a\u6211\u4eec\u8bf4\u7684\u201cAI\u4ee3\u7406\u201d\u662f\u4ec0\u4e48\u610f\u601d\u3002<\/p>\n

\u628aAI\u4ee3\u7406\u60f3\u8c61\u6210\u4e00\u4e2a\u81ea\u4e3b\u7684\u95ee\u9898\u89e3\u51b3\u8005\u3002\u4e0d\u50cf\u4f20\u7edf\u8f6f\u4ef6\u90a3\u6837\u8ddf\u7740\u9884\u8bbe\u8def\u5f84\u8d70\uff0c\u4ee3\u7406\u80fd\uff1a<\/p>\n

    \n
  • \u5206\u89e3\u590d\u6742\u76ee\u6807\u6210\u5b50\u4efb\u52a1<\/li>\n
  • \u9009\u62e9\u5e76\u4f7f\u7528\u5408\u9002\u7684\u5de5\u5177<\/li>\n
  • \u4ece\u53cd\u9988\u4e2d\u5b66\u4e60\u5e76\u8fed\u4ee3<\/li>\n
  • \u5728\u957f\u671f\u4e92\u52a8\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587<\/li>\n<\/ul>\n

    \"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

    \u795e\u5947\u4e4b\u5904\u53d1\u751f\u5728\u4f60\u628a\u5f3a\u5927\u7684LLM\u548c\u5408\u9002\u7684\u7f16\u6392\u6846\u67b6\u7ed3\u5408\u8d77\u6765\u7684\u65f6\u5019\u3002\u8fd9\u5c31\u662f\u8fd9\u4e9b\u5e73\u53f0\u53d1\u6325\u4f5c\u7528\u7684\u5730\u65b9\u3002<\/p>\n

     <\/p>\n

    1. LangChain: \u793e\u533a\u6700\u7231<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u9700\u8981\u6700\u5927\u7075\u6d3b\u6027\u548c\u793e\u533a\u652f\u6301\u7684\u5f00\u53d1\u8005<\/p>\n

    \u5982\u679c\u4f60\u6700\u8fd1\u63a5\u89e6\u8fc7AI\u5f00\u53d1\uff0c\u4f60\u80af\u5b9a\u542c\u8bf4\u8fc7LangChain\u3002\u5b83\u5df2\u7ecf\u6210\u4e3a\u6784\u5efaLLM\u5e94\u7528\u7684\u9ed8\u8ba4\u6846\u67b6\uff0c\u8fd9\u662f\u6709\u539f\u56e0\u7684\u3002<\/p>\n

    \u4ec0\u4e48\u8ba9\u5b83\u7279\u522b<\/h3>\n

    LangChain\u7ed9\u4f60\u6a21\u5757\u5316\u7ec4\u4ef6\uff0c\u8ba9\u4f60\u94fe\u5f0f\u8fde\u63a5LLM\u8c03\u7528\u3001\u5de5\u5177\u548c\u5916\u90e8\u6570\u636e\u3002\u60f3\u8ba9\u4f60\u7684\u4ee3\u7406\u641c\u7d22\u7f51\u9875\u3001\u67e5\u8be2\u6570\u636e\u5e93\uff0c\u7136\u540e\u5bf9\u7ed3\u679c\u8fdb\u884c\u63a8\u7406\uff1fLangChain\u8ba9\u8fd9\u53d8\u5f97\u51fa\u5947\u7b80\u5355\u3002<\/p>\n

    \u6700\u8fd1\u7684LangGraph\u6269\u5c55\u628a\u4e8b\u60c5\u63a8\u8fdb\u5f97\u66f4\u8fdc\uff0c\u5b83\u542f\u7528\u6709\u72b6\u6001\u7684\u4ee3\u7406\uff0c\u5e76\u652f\u6301\u6d41\u5f0f\u8f93\u51fa\u3002\u8fd9\u610f\u5473\u7740\u4f60\u7684\u4ee3\u7406\u80fd\u7ef4\u6301\u590d\u6742\u5de5\u4f5c\u6d41\uff0c\u5e76\u5728\u601d\u8003\u95ee\u9898\u65f6\u63d0\u4f9b\u5b9e\u65f6\u66f4\u65b0\u3002<\/p>\n

    \u73b0\u5b9e\u68c0\u67e5<\/h3>\n

    \u8fd9\u513f\u6ca1\u4eba\u544a\u8bc9\u4f60\u7684\u4e8b\uff1aLangChain\u53ef\u80fd\u8d44\u6e90\u6d88\u8017\u5927\u3002\u590d\u6742\u7684\u94fe\u5f0f\u64cd\u4f5c\u52a0\u4e0a\u591a\u4e2a\u96c6\u6210\uff0c\u80fd\u5feb\u901f\u5806\u79efAPI\u6210\u672c\u3002\u4f60\u8fd8\u9700\u8981\u8ddf\u4e0a\u9891\u7e41\u66f4\u65b0\u2014\u2014\u751f\u6001\u7cfb\u7edf\u52a8\u5f97\u5feb\uff0c\u4fdd\u6301\u96c6\u6210\u540c\u6b65\u9700\u8981\u52aa\u529b\u3002<\/p>\n

    \u8fd8\u6709\u4e00\u4ef6\u4e8b\uff1a\u867d\u7136\u57fa\u672c\u94fe\u5f0f\u64cd\u4f5c\u7b80\u5355\uff0c\u4f46\u8c03\u8bd5\u590d\u6742\u4ee3\u7406\u884c\u4e3a\u9700\u8981\u8010\u5fc3\u3002\u9884\u671f\u6709\u4e9b\u8bd5\u9519\u3002<\/p>\n

    \u771f\u5b9e\u4e16\u754c\u5f71\u54cd<\/h3>\n

    Klarna\u7528\u57fa\u4e8eLangChain\u7684\u4ee3\u7406\u628a\u5ba2\u670d\u89e3\u51b3\u65f6\u95f4\u7f29\u77ed\u4e8680%\u3002\u8fd9\u4e0d\u662f\u6253\u5b57\u9519\u8bef\u3002\u8fd9\u4e2a\u6846\u67b6\u9a71\u52a8\u4eceChatGPT\u98ce\u683c\u7684\u52a9\u624b\u5230\u7ed3\u5408\u591a\u4e2a\u6570\u636e\u6e90\u7684\u590d\u6742\u7814\u7a76\u5de5\u5177\u7684\u4e00\u5207\u3002<\/p>\n

    \u6210\u672c\uff1a\u514d\u8d39\uff08Apache-2.0\uff09\uff0c\u53ea\u4e3a\u5e95\u5c42\u6a21\u578bAPI\u8c03\u7528\u4ed8\u8d39<\/p>\n

    2. OpenAI Agents SDK: \u8f7b\u91cf\u4e14\u5f3a\u5927<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u60f3\u6784\u5efa\u4f18\u96c5\u591a\u4ee3\u7406\u7cfb\u7edf\u7684Python\u5f00\u53d1\u8005<\/p>\n

    2025\u5e743\u6708\u53d1\u5e03\u7684OpenAI Agents SDK\u8ba9\u5927\u5bb6\u5927\u5403\u4e00\u60ca\u3002\u5b83\u7b80\u6d01\u5f97\u8ba9\u4eba\u8033\u76ee\u4e00\u65b0\u2014\u2014\u4f60\u53ef\u4ee5\u7528\u60ca\u4eba\u5c11\u7684\u4ee3\u7801\u884c\u542f\u52a8\u591a\u4e2a\u534f\u4f5c\u4ee3\u7406\u3002<\/p>\n

    \u7a81\u51fa\u7279\u6027<\/h3>\n

    \u5c3d\u7ba1\u6765\u81eaOpenAI\uff0c\u8fd9\u4e2aSDK\u662f\u63d0\u4f9b\u5546\u65e0\u5173\u7684\u3002\u5b83\u80fd\u7f16\u6392\u8d85\u8fc7100\u79cd\u4e0d\u540c\u7684LLM\uff0c\u4e0d\u53ea\u662fGPT\u6a21\u578b\u3002\u8fd9\u5bf9\u60f3\u5b9e\u9a8c\u4e0d\u540c\u6a21\u578b\u6216\u907f\u514d\u4f9b\u5e94\u5546\u9501\u5b9a\u7684\u56e2\u961f\u6765\u8bf4\u662f\u5de8\u5927\u7684\u7075\u6d3b\u6027\u3002<\/p>\n

    \"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

    \u5185\u7f6e\u7684\u8ffd\u8e2a\u548c\u8c03\u8bd5\u5de5\u5177\u8d85\u7ea7\u68d2\u3002\u4f60\u80fd\u53ef\u89c6\u5316\u4ee3\u7406\u5230\u5e95\u662f\u600e\u4e48\u601d\u8003\u95ee\u9898\u7684\uff0c\u8fd9\u8ba9\u5f00\u53d1\u5feb\u5f97\u591a\u3002<\/p>\n

    \u6743\u8861\u53d6\u820d<\/h3>\n

    \u5b83\u662f\u65b0\u7684\u3002\u8fd9\u610f\u5473\u7740\u793e\u533a\u8fd8\u5728\u6784\u5efa\u4f8b\u5b50\u548c\u6700\u4f73\u5b9e\u8df5\u3002\u4f60\u53ef\u80fd\u9047\u5230\u8fd8\u6ca1\u6587\u6863\u5316\u7684\u8fb9\u7f18\u6848\u4f8b\u3002<\/p>\n

    \u53e6\u5916\uff0c\u867d\u7136\u5b83\u662f\u5f00\u6e90\u7684\uff0c\u6709\u4e9b\u7279\u6027\u611f\u89c9\u662f\u4e3aOpenAI\u751f\u6001\u4f18\u5316\u7684\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u7528OpenAI\u5e73\u53f0\uff0c\u4f60\u4f1a\u5f97\u5230\u6700\u4f73\u4f53\u9a8c\u3002<\/p>\n

    \u6210\u672c\uff1a\u514d\u8d39\uff08\u5f00\u6e90\uff09\uff0c\u4e3a\u6a21\u578b\u4f7f\u7528\u4ed8\u8d39<\/p>\n

     <\/p>\n

    3. Google Agent Development Kit: \u4f4e\u4ee3\u7801\uff0c\u9ad8\u5a01\u529b<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u6784\u5efa\u5206\u5c42\u4ee3\u7406\u7684Google Cloud\u7528\u6237<\/p>\n

    Google\u57282025\u5e744\u6708\u53d1\u5e03\u4e86ADK\uff0c\u5b83\u4e13\u6ce8\u4e8e\u5f00\u53d1\u8005\u6548\u7387\uff0c\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u3002\u5ba3\u79f0\uff1f\u7528\u4e0d\u5230100\u884c\u4ee3\u7801\u6784\u5efa\u590d\u6742\u4ee3\u7406\u3002\u6211\u6d4b\u8bd5\u8fc7\uff0c\u8fd9\u4e0d\u662f\u8425\u9500\u5671\u5934\u3002<\/p>\n

    \u4e3a\u4ec0\u4e48\u4e0d\u540c<\/h3>\n

    ADK\u64c5\u957f\u5206\u5c42\u4ee3\u7406\u2014\u2014\u672c\u8d28\u4e0a\u662f\u5b50\u4ee3\u7406\u7ec4\u6210\u7684\u4ee3\u7406\u3002\u60f3\u8c61\u4e00\u4e2a\u4e3b\u7ba1\u4ee3\u7406\u628a\u4efb\u52a1\u59d4\u6258\u7ed9\u4e13\u4e1a\u4ee3\u7406\uff0c\u6bcf\u4e2a\u5904\u7406\u95ee\u9898\u4e0d\u540c\u65b9\u9762\u3002\u8fd9\u955c\u50cf\u4e86\u771f\u5b9e\u56e2\u961f\u5de5\u4f5c\u65b9\u5f0f\uff0c\u800c\u4e14\u51fa\u5947\u6709\u6548\u3002<\/p>\n

    \u4e0eGoogle\u751f\u6001\uff08Gemini\u3001Vertex AI\u3001BigQuery\uff09\u7684\u96c6\u6210\u65e0\u7f1d\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u5728Google Cloud\u4e0a\uff0cADK\u611f\u89c9\u50cf\u662f\u4f60\u6280\u672f\u6808\u7684\u81ea\u7136\u6269\u5c55\u3002<\/p>\n

    \u9650\u5236<\/h3>\n

    \u8fd9\u513f\u662f\u73b0\u5b9e\uff1aADK\u5728Google\u751f\u6001\u91cc\u771f\u7684\u95ea\u8000\u3002\u5728\u5916\u9762\uff1f\u4f60\u5f97\u4e3a\u975eGoogle\u670d\u52a1\u6784\u5efa\u5f88\u591a\u81ea\u5b9a\u4e49\u8fde\u63a5\u5668\u3002<\/p>\n

    \u8fd9\u4e2a\u6846\u67b6\u4e5f\u76f8\u5bf9\u65b0\uff0c\u6709\u5927\u7ea610k GitHub\u661f\u3002\u867d\u7136\u6587\u6863\u624e\u5b9e\uff0c\u4f46\u793e\u533a\u8d21\u732e\u7684\u5de5\u5177\u548c\u4f8b\u5b50\u8fd8\u5728\u6210\u957f\u3002<\/p>\n

    \u6210\u672c\uff1a\u514d\u8d39\u6846\u67b6\uff0c\u4e3aGoogle Cloud\u670d\u52a1\u4f7f\u7528\u4ed8\u8d39<\/p>\n

    4. Microsoft AutoGen: \u591a\u4ee3\u7406\u5bf9\u8bdd<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u9700\u8981\u4ee3\u7406\u534f\u4f5c\u7684\u590d\u6742\u5de5\u4f5c\u6d41<\/p>\n

    AutoGen\u662fMicrosoft\u5bf9\u591a\u4ee3\u7406\u7f16\u6392\u7684\u56de\u7b54\u30022023\u5e74\u5e95\u53d1\u5e03\uff0c\u5b83\u5df2\u7ecf\u5927\u5e45\u6210\u719f\uff0c\u73b0\u5728\u9a71\u52a8\u4e00\u4e9b\u8d85\u7ea7\u590d\u6742\u7684\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n

    \u6838\u5fc3\u6982\u5ff5<\/h3>\n

    AutoGen\u7528\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\uff0c\u8ba9\u4ee3\u7406\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6c9f\u901a\u3002\u4e00\u4e2a\u4ee3\u7406\u53ef\u80fd\u89c4\u5212\u89e3\u51b3\u65b9\u6848\uff0c\u53e6\u4e00\u4e2a\u6267\u884c\u5b83\uff0c\u4e24\u8005\u8fed\u4ee3\u76f4\u5230\u4efb\u52a1\u5b8c\u6210\u3002<\/p>\n

    \u628a\u5b83\u60f3\u8c61\u6210AI\u56e2\u961f\u4f1a\u8bae\uff0c\u4e0d\u540c\u4ee3\u7406\u626e\u6f14\u4e0d\u540c\u89d2\u8272\u2014\u2014\u89c4\u5212\u8005\u3001\u6267\u884c\u8005\u3001QA\u4e13\u5bb6\u2014\u2014\u5927\u5bb6\u804a\u5929\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n

    \u4f60\u8be5\u77e5\u9053\u4ec0\u4e48<\/h3>\n

    AutoGen\u9700\u8981\u4f60\u719f\u6089Python\u548c\u5f02\u6b65\u7f16\u7a0b\u3002\u5b66\u4e60\u66f2\u7ebf\u4e2d\u7b49\u2014\u2014\u6bd4\u4ece\u96f6\u6784\u5efa\u5bb9\u6613\uff0c\u4f46\u6bd4\u65e0\u4ee3\u7801\u5e73\u53f0\u9661\u5ced\u3002<\/p>\n

    \u591a\u4ee3\u7406\u7cfb\u7edf\u8c03\u8bd5\u53ef\u80fd\u68d8\u624b\u3002\u4ee3\u7406\u53ef\u80fd\u6c9f\u901a\u9519\u8bef\u6216\u65e0\u9650\u5faa\u73af\uff0c\u800c\u4e0d\u4ed4\u7ec6\u8bbe\u8ba1\u63d0\u793a\u3002AutoGen\u63d0\u4f9b\u4e8b\u4ef6\u65e5\u5fd7\u5e2e\u5fd9\uff0c\u4f46\u9884\u671f\u6709\u4e9b\u8fed\u4ee3\u3002<\/p>\n

    \u751f\u4ea7\u4e2d\u8bc1\u660e<\/h3>\n

    \u5236\u836f\u516c\u53f8Novo Nordisk\u7528AutoGen\u7b80\u5316\u6570\u636e\u79d1\u5b66\u7ba1\u9053\u3002\u591a\u4ee3\u7406\u65b9\u6cd5\u8ba9\u4ed6\u4eec\u81ea\u52a8\u5316\u4e86\u4e4b\u524d\u9700\u8981\u5927\u91cf\u624b\u52a8\u534f\u8c03\u7684\u590d\u6742\u3001\u53d7\u7ba1\u5236\u5de5\u4f5c\u6d41\u3002<\/p>\n

    \u6210\u672c\uff1a\u514d\u8d39\uff08MIT\u8bb8\u53ef\uff09\uff0c\u4e3aAI\u6a21\u578b\u67e5\u8be2\u4ed8\u8d39<\/p>\n

    5. Microsoft Semantic Kernel: \u5728\u4f60\u7684App\u4e2d\u5d4c\u5165AI\u6280\u80fd<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u628aAI\u7279\u6027\u5d4c\u5165\u73b0\u6709\u5e94\u7528\u7684<\/p>\n

    \u867d\u7136LangChain\u548cAutoGen\u4e13\u6ce8\u6784\u5efa\u72ec\u7acb\u4ee3\u7406\uff0cSemantic Kernel\u91c7\u53d6\u4e0d\u540c\u65b9\u6cd5\uff1a\u5b83\u5e2e\u4f60\u628aAI\u80fd\u529b\u6dfb\u52a0\u5230\u73b0\u6709\u8f6f\u4ef6\u4e2d\u3002<\/p>\n

    \u72ec\u7279\u89d2\u5ea6<\/h3>\n

    Semantic Kernel\u628aAI\u80fd\u529b\u5f53\u6210\u201c\u6280\u80fd\u201d\u2014\u2014\u53ef\u91cd\u7528\u7684\u51fd\u6570\uff0c\u4f60\u80fd\u4ece\u5e38\u89c4\u5e94\u7528\u4ee3\u7801\u4e2d\u7ec4\u5408\u548c\u8c03\u7528\u3002\u60f3\u5728\u4f60\u7684App\u4e2d\u52a0\u4e2a\u201cSummarizeEmail\u201d\u7279\u6027\uff1f\u5b9a\u4e49\u6210\u6280\u80fd\uff0c\u50cf\u5176\u4ed6\u51fd\u6570\u4e00\u6837\u8c03\u7528\u5b83\u3002<\/p>\n

    \u8fd9\u628a\u4f20\u7edf\u8f6f\u4ef6\u548cAI\u6865\u63a5\u5f97\u6f02\u4eae\u3002\u4f60\u7684.NET\u3001Python\u6216Java\u5e94\u7528\u80fd\u65e0\u7f1d\u878d\u5165LLM\u9a71\u52a8\u7684\u7279\u6027\uff0c\u800c\u4e0d\u9700\u8981\u5b8c\u5168\u67b6\u6784\u5927\u4fee\u3002<\/p>\n

    \u6743\u8861\u53d6\u820d<\/h3>\n

    \u8fd9\u4e2a\u6846\u67b6\u6709.NET\u98ce\u5473\uff08\u6bd5\u7adf\u662fMicrosoft\uff09\u3002Python\u5f00\u53d1\u8005\u53ef\u80fd\u9700\u8981\u65f6\u95f4\u7406\u89e3\u50cf\u4f9d\u8d56\u6ce8\u5165\u8fd9\u6837\u7684\u6a21\u5f0f\u3002<\/p>\n

    \u53e6\u5916\uff0cSemantic Kernel\u66f4\u6ce8\u91cd\u7528AI\u589e\u5f3aApp\uff0c\u800c\u4e0d\u662f\u6784\u5efa\u5b8c\u5168\u81ea\u4e3b\u4ee3\u7406\u3002\u5bf9\u4e8e\u5904\u7406\u4efb\u610f\u4efb\u52a1\u7684\u81ea\u7531\u4ee3\u7406\uff0c\u5176\u4ed6\u6846\u67b6\u53ef\u80fd\u66f4\u5408\u9002\u3002<\/p>\n

    \u771f\u5b9e\u4e16\u754c\u5e94\u7528<\/h3>\n

    \u5f88\u591a\u56e2\u961f\u7528Semantic Kernel\u5728\u4ea7\u54c1\u4e2d\u6784\u5efaCopilot-like\u52a9\u624b\u3002\u4e00\u4e2a\u4f01\u4e1a\u8f6f\u4ef6\u4f9b\u5e94\u5546\u5d4c\u5165\u4e86\u4e00\u4e2a\u5e2e\u52a9\u53f0\u52a9\u624b\uff0c\u80fd\u8bfb\u53d6\u7528\u6237\u4e0a\u4e0b\u6587\u5e76\u901a\u8fc7API\u6267\u884c\u52a8\u4f5c\u2014\u2014\u5168\u90fd\u5e72\u51c0\u96c6\u6210\u5230\u73b0\u6709\u4ee3\u7801\u5e93\u4e2d\u3002<\/p>\n

    \u6210\u672c\uff1a\u514d\u8d39\uff0c\u4e3aLLM\u548c\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u4ed8\u8d39<\/p>\n

    6. Dify: \u8ba9AI\u4ee3\u7406\u5f00\u53d1\u5927\u4f17\u5316<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u975e\u5f00\u53d1\u8005\u4ee5\u53ca\u5feb\u901f\u539f\u578b<\/p>\n

    \u52302025\u5e74\u4e2d\uff0cDify\u6709\u8d85\u8fc790,000 GitHub\u661f\uff0c\u5b83\u51fb\u4e2d\u4e86\u8981\u5bb3\u3002\u5b83\u662f\u4e2a\u4f4e\u4ee3\u7801\u5e73\u53f0\uff0c\u8ba9\u4f60\u901a\u8fc7\u53ef\u89c6\u62d6\u62fd\u754c\u9762\u6784\u5efaAI\u4ee3\u7406\u3002<\/p>\n

    \u4e3a\u4ec0\u4e48\u6d41\u884c\u7206\u68da<\/h3>\n

    Dify\u8ba9\u4ee3\u7406\u5f00\u53d1\u5bf9\u975e\u5de5\u7a0b\u5e08\u6613\u4e8e\u4e0a\u624b\u3002\u4f60\u80fd\u53ef\u89c6\u5316\u8bbe\u8ba1\u5de5\u4f5c\u6d41\uff0c\u8fde\u63a5\u6570\u767e\u79cdLLM\u6a21\u578b\uff0c\u5e76\u628a\u4ee3\u7406\u90e8\u7f72\u6210API\u6216\u804a\u5929\u5c0f\u90e8\u4ef6\u2014\u2014\u5168\u90fd\u4e0d\u7528\u5199\u592a\u591a\u4ee3\u7801\u3002<\/p>\n

    \u5e73\u53f0\u5185\u7f6e\u652f\u6301RAG\uff08Retrieval-Augmented Generation\uff09\u3001ReAct\u63d0\u793a\u548c\u51fd\u6570\u8c03\u7528\u3002\u8fd9\u4e9b\u901a\u5e38\u9700\u8981\u4ed4\u7ec6\u5b9e\u73b0\u7684\u6a21\u5f0f\uff0c\u5728Dify\u91cc\u5c31\u662f\u5f00\u5173\u800c\u5df2\u3002<\/p>\n

    \"\u56fe\u7247\"<\/p>\n

     <\/p>\n

    \u7ea6\u675f<\/h3>\n

    \u867d\u7136Dify\u6f02\u4eae\u8986\u76d6\u5e38\u89c1\u7528\u4f8b\uff0c\u4f46\u9ad8\u5ea6\u4e13\u5316\u7684\u903b\u8f91\u7eaf\u9760\u53ef\u89c6\u754c\u9762\u5b9e\u73b0\u53ef\u80fd\u6311\u6218\u3002\u4f60\u53ef\u80fd\u9700\u8981\u81ea\u5b9a\u4e49\u63d2\u4ef6\u6765\u5904\u7406\u8fb9\u7f18\u6848\u4f8b\u3002<\/p>\n

    \u6027\u80fd\u4e5f\u53ef\u80fd\u6bd4\u624b\u5de5\u4f18\u5316\u7684\u89e3\u51b3\u65b9\u6848\u7565\u6162\u3002\u62bd\u8c61\u5c42\u7528\u4fbf\u5229\u6362\u4e86\u4e9b\u6548\u7387\u3002<\/p>\n

    \u771f\u5b9e\u4e16\u754c\u6210\u529f<\/h3>\n

    \u521d\u521b\u548c\u975e\u76c8\u5229\u7ec4\u7ec7\u7231Dify\u7528\u4e8e\u5feb\u901fAI\u89e3\u51b3\u65b9\u6848\u3002\u4e00\u4e2a\u7535\u5546\u516c\u53f8\u6784\u5efa\u4e86\u4e00\u4e2a\u8d2d\u7269\u52a9\u624b\uff0c\u901a\u8fc7\u4ece\u6570\u636e\u5e93\u62c9\u53d6\u56de\u7b54\u4ea7\u54c1\u95ee\u9898\u2014\u2014\u5168\u90fd\u5728\u51e0\u5c0f\u65f6\u5185\u914d\u7f6e\u597d\uff0c\u4e0d\u662f\u51e0\u5468\u3002<\/p>\n

    \u6210\u672c\uff1a\u514d\u8d39\u81ea\u6258\u7ba1\uff08Apache-2.0\uff09\uff0c\u6258\u7ba1\u4e91\u6709\u514d\u8d39\u5c42<\/p>\n

    7. AutoGPT: \u81ea\u4e3b\u5148\u950b<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u5b9e\u9a8c\u9879\u76ee\u4ee5\u53ca\u5b66\u4e60AI\u4ee3\u7406<\/p>\n

    AutoGPT\u503c\u5f97\u8d5e\u626c\uff0c\u56e0\u4e3a\u5b83\u57282023\u5e74\u521d\u70b9\u71c3\u4e86\u81ea\u4e3b\u4ee3\u7406\u70ed\u6f6e\u3002\u5b83\u5411\u4e16\u754c\u5c55\u793a\u4e86\u8ba9AI\u5728\u81ea\u5df1\u8f93\u51fa\u4e0a\u8fed\u4ee3\u3001\u5206\u89e3\u76ee\u6807\u5e76\u81ea\u4e3b\u4f7f\u7528\u5de5\u5177\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002<\/p>\n

    \u5b83\u505a\u4ec0\u4e48\u4e0d\u540c<\/h3>\n

    AutoGPT\u81ea\u52a8\u5206\u89e3\u9ad8\u5c42\u76ee\u6807\u3002\u544a\u8bc9\u5b83\u201c\u7814\u7a76\u5e76\u5199\u4e00\u4efd\u5173\u4e8e\u6b27\u76df\u7ecf\u6d4e\u7684\u62a5\u544a\u201d\uff0c\u5b83\u4f1a\u751f\u6210\u8ba1\u5212\u3001\u6536\u96c6\u6570\u636e\u3001\u5206\u6790\u4e3b\u9898\u3001\u8d77\u8349\u90e8\u5206\u2014\u2014\u5168\u9760\u81ea\u5df1\u3002<\/p>\n

    \u6301\u4e45\u5185\u5b58\u610f\u5473\u7740\u5b83\u5728\u5904\u7406\u540e\u7eed\u5b50\u4efb\u52a1\u65f6\u80fd\u56de\u5fc6\u65e9\u671f\u53d1\u73b0\u3002\u5c31\u50cf\u770b\u7740AI\u4e00\u6b65\u6b65\u5b8c\u6210\u590d\u6742\u9879\u76ee\u3002<\/p>\n

    \u8bda\u5b9e\u73b0\u5b9e<\/h3>\n

    AutoGPT\u662f\u5b9e\u9a8c\u6027\u7684\u3002\u5b83\u53ef\u80fd\u4e00\u65f6\u806a\u660e\uff0c\u7136\u540e\u5361\u5728\u5faa\u73af\u6216\u8ffd\u9010\u679d\u8282\u3002\u65e9\u671f\u7248\u672c\u4ee5\u6d88\u8017\u6d77\u91cfAPI\u4ee4\u724c\u5374\u6210\u5c31\u4e0d\u591a\u800c\u81ed\u540d\u662d\u8457\u3002<\/p>\n

    \u4f60\u9700\u8981\u6280\u672f\u6280\u80fd\u6765\u8fd0\u884c\u5b83\u2014\u2014\u5b83\u662f\u547d\u4ee4\u884c\u9a71\u52a8\u7684\uff0c\u9700\u8981\u7ba1\u7406API\u5bc6\u94a5\u548cPython\u73af\u5883\u3002\u8fd9\u4e0d\u662f\u629b\u5149\u4ea7\u54c1\uff1b\u5b83\u662f\u4e2a\u5f3a\u5927\u5b9e\u9a8c\u3002<\/p>\n

    \u4e3a\u4ec0\u4e48\u5b83\u8fd8\u91cd\u8981<\/h3>\n

    AutoGPT\u4ecd\u662f\u91cc\u7a0b\u7891\u9879\u76ee\u3002\u5b83\u5e38\u5728\u7814\u7a76\u4e2d\u88ab\u5f15\u7528\uff0c\u5e76\u542f\u53d1\u4e86\u65e0\u6570\u5176\u4ed6\u4ee3\u7406\u6846\u67b6\u3002\u5982\u679c\u4f60\u60f3\u7406\u89e3\u81ea\u4e3b\u4ee3\u7406\u5e95\u5c42\u600e\u4e48\u5de5\u4f5c\uff0cAutoGPT\u662f\u4e2a\u4f18\u79c0\u5b66\u4e60\u5de5\u5177\u3002<\/p>\n

    \u6210\u672c\uff1a\u514d\u8d39\u8f6f\u4ef6\uff0c\u4e3aAPI\u8c03\u7528\u4ed8\u8d39\uff08\u53ef\u80fd\u5feb\u901f\u7d2f\u79ef\uff09<\/p>\n

    8. Hugging Face Transformers Agents<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u60f3\u8981\u5b8c\u5168\u6a21\u578b\u63a7\u5236\u7684ML\u5de5\u7a0b\u5e08<\/p>\n

    Hugging Face\u7684Transformers Agents\uff08\u6f14\u53d8\u4e3aSmolAgents\uff09\u628aHuggingFace\u751f\u6001\u7684\u529b\u91cf\u5e26\u5230\u4ee3\u7406\u5f00\u53d1\u3002\u5173\u952e\u6d1e\u89c1\uff1f\u4ee3\u7406 = LLM + \u5de5\u5177\u3002<\/p>\n

    \u4f18\u52bf<\/h3>\n

    \u4f5c\u4e3aHugging Face\u4e00\u90e8\u5206\u610f\u5473\u7740\u80fd\u8bbf\u95ee\u6570\u5343\u9884\u8bad\u7ec3\u6a21\u578b\u3002\u9700\u8981OCR\uff1f\u6709\u6a21\u578b\u3002\u8bed\u97f3\u8bc6\u522b\uff1f\u5df2\u7ecf\u5728\u90a3\u3002\u6846\u67b6\u8ba9\u4f60\u628a\u8fd9\u4e9b\u4e13\u5316\u6a21\u578b\u7ec4\u6210\u5de5\u5177\uff0c\u8ba9\u4ee3\u7406\u4f7f\u7528\u3002<\/p>\n

    \u503c\u5f97\u6ce8\u610f\uff0c2.0\u7248\u672c\u5c55\u793a\u4e86\u7528\u5408\u9002\u4ee3\u7406\u7b56\u7565\u7684\u5f00\u6e90Llama-3\u201370B\u6a21\u578b\u80fd\u5728\u67d0\u4e9b\u57fa\u51c6\u4e0a\u8d85\u8d8a\u57fa\u4e8eGPT-4\u7684\u4ee3\u7406\u3002\u8fd9\u8bc1\u660e\u4f60\u4e0d\u9700\u8981\u4e13\u6709API\u5c31\u80fd\u83b7\u5f97\u5f3a\u5927\u7ed3\u679c\u3002<\/p>\n

    \u9884\u671f\u4ec0\u4e48<\/h3>\n

    \u4f60\u9700\u8981\u719f\u6089ML\u3002\u6846\u67b6\u5047\u8bbe\u4f60\u61c2\u6a21\u578b\u9009\u62e9\u3001\u5904\u7406\u8f93\u51fa\uff0c\u53ef\u80fd\u8fd8\u5fae\u8c03\u3002\u5b83\u6bd4\u65e0\u4ee3\u7801\u5e73\u53f0\u66f4\u4ee3\u7801\u5bc6\u96c6\u3002<\/p>\n

    \u8fd0\u884c\u591a\u4e2a\u5927\u6a21\u578b\uff08LLM\u52a0\u4e0a\u5de5\u5177\u6a21\u578b\uff09\u9700\u8981\u5927\u91cf\u8ba1\u7b97\u3002\u6ca1\u6709\u4f18\u5316\u57fa\u7840\u8bbe\u65bd\uff0c\u4ee3\u7406\u53ef\u80fd\u6162\u6216\u8d35\u3002<\/p>\n

    \u54ea\u91cc\u95ea\u8000<\/h3>\n

    \u6846\u67b6\u64c5\u957f\u591a\u6a21\u6001\u4ee3\u7406\u2014\u2014\u60f3\u60f3\u80fd\u770b\uff08\u901a\u8fc7\u56fe\u50cf\u6a21\u578b\uff09\u3001\u7406\u89e3\u6587\u672c\u5e76\u91c7\u53d6\u52a8\u4f5c\u7684\u4ee3\u7406\u3002\u5b8c\u7f8e\u7528\u4e8e\u7535\u5546\u4ea7\u54c1Q&A\u3001\u533b\u7597\u5e94\u7528\u6216\u7814\u7a76\u52a9\u624b\u3002<\/p>\n

    \u6210\u672c\uff1a\u514d\u8d39\uff08Apache\u8bb8\u53ef\uff09\uff0c\u4e3a\u8ba1\u7b97\u8d44\u6e90\u4ed8\u8d39<\/p>\n

    9. Salesforce Agentforce: CRM\u539f\u751f\u667a\u80fd<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u81ea\u52a8\u5316\u5ba2\u6237\u5de5\u4f5c\u6d41\u7684Salesforce\u5ba2\u6237<\/p>\n

    Agentforce\u662fSalesforce 2025\u5e74\u5bf9AI\u4ee3\u7406\u7684\u56de\u7b54\uff0c\u6df1\u5ea6\u96c6\u6210\u5230\u4ed6\u4eec\u7684CRM\u751f\u6001\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u7528Salesforce\uff0c\u8fd9\u503c\u5f97\u8ba4\u771f\u8003\u8651\u3002<\/p>\n

    \u96c6\u6210\u6545\u4e8b<\/h3>\n

    Agentforce\u539f\u751f\u8fde\u63a5Salesforce\u6570\u636e\u2014\u2014\u8d26\u6237\u3001\u7ebf\u7d22\u3001\u6848\u4f8b\u3001\u5ba2\u6237\u5386\u53f2\u3002\u4ee3\u7406\u80fd\u68c0\u7d22\u548c\u66f4\u65b0\u8bb0\u5f55\u3001\u89e6\u53d1\u5de5\u4f5c\u6d41\uff0c\u5e76\u65e0\u7f1d\u878d\u5165\u5b9e\u65f6\u5ba2\u6237\u4e0a\u4e0b\u6587\u3002<\/p>\n

    \u9884\u6784\u5efa\u4ee3\u7406\u5904\u7406\u5e38\u89c1\u573a\u666f\u5982\u7ebf\u7d22\u8d44\u683c\u3001\u5ba2\u670d\u5206\u8bca\u548c\u8425\u9500\u6d3b\u52a8\u5efa\u8bae\u3002\u8fd9\u4e9b\u4f5c\u4e3a\u6a21\u677f\uff0c\u4f60\u80fd\u901a\u8fc7\u4f4e\u4ee3\u7801\u6784\u5efa\u5668\u81ea\u5b9a\u4e49\u3002<\/p>\n

    \u5546\u4e1a\u6848\u4f8b<\/h3>\n

    \u5bf9\u4e8eSalesforce\u7528\u6237\uff0cAgentforce\u4e0d\u9700\u8981\u91cd\u5934\u53d1\u660e\u8f6e\u5b50\u3002\u4e3b\u8981\u5ba2\u6237\u5982Adecco Group\u3001OpenTable\u548cSaks\u5df2\u7ecf\u5728\u7528\u5b83\uff0c\u5c55\u793a\u4e86\u771f\u5b9e\u5546\u4e1a\u5f71\u54cd\u3002<\/p>\n

    \u5b89\u5168\u548c\u6cbb\u7406\u63a7\u5236\u5c0a\u91cdSalesforce\u7684\u57fa\u4e8e\u89d2\u8272\u8bbf\u95ee\u548c\u52a0\u5bc6\u2014\u2014\u5bf9\u53d7\u7ba1\u5236\u884c\u4e1a\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

    \u9501\u5b9a\u56e0\u7d20<\/h3>\n

    \u76f4\u8bf4\u5427\uff1aAgentforce\u9700\u8981Salesforce\u8ba2\u9605\u3002\u5b83\u6df1\u5ea6\u7ed1\u5b9aSalesforce\u751f\u6001\u3002\u5bf9\u4e8e\u975eSalesforce\u7528\u6237\uff0c\u5b83\u4e0d\u76f8\u5173\u3002<\/p>\n

    \u5b9a\u4ef7\u53ef\u80fd\u9075\u5faaSalesforce\u7684\u9ad8\u7aef\u6a21\u5f0f\u3002\u867d\u7136\u786e\u5207\u6210\u672c\u53d8\u5f02\uff0c\u9884\u671f\u4f01\u4e1a\u7ea7\u5b9a\u4ef7\u52a0\u5230\u4f60\u73b0\u6709Salesforce\u652f\u51fa\u3002<\/p>\n

    \u6210\u672c\uff1aSalesforce\u4ea7\u54c1\u7684\u4e00\u90e8\u5206\uff08\u9ad8\u7aef\u5b9a\u4ef7\uff09<\/p>\n

    10. IBM Watsonx Assistant: \u4f01\u4e1a\u7ea7\u5bf9\u8bdd<\/h2>\n

    \u6700\u4f73\u9002\u5408\uff1a\u9700\u8981\u4e25\u683c\u5408\u89c4\u7684\u53d7\u7ba1\u5236\u884c\u4e1a<\/p>\n

    IBM\u7684Watsonx Assistant\u628a\u6570\u5341\u5e74AI\u7ecf\u9a8c\u5e26\u5230\u5bf9\u8bdd\u4ee3\u7406\uff0c\u73b0\u5728\u6ce8\u5165\u73b0\u4ee3LLM\u80fd\u529b\u3002\u5b83\u662f\u4e3a\u7edd\u5bf9\u4e0d\u80fd\u5728\u5b89\u5168\u548c\u5408\u89c4\u4e0a\u59a5\u534f\u7684\u4f01\u4e1a\u6784\u5efa\u7684\u3002<\/p>\n

    \u4e3a\u4ec0\u4e48\u4f01\u4e1a\u4fe1\u4efb\u5b83<\/h3>\n

    Watsonx Assistant\u80fd\u6258\u7ba1\u5728IBM Cloud\uff08\u5305\u62ec\u4e13\u7528\u5b9e\u4f8b\uff09\u6216\u672c\u5730\u3002\u5b83\u63d0\u4f9b\u52a0\u5bc6\u3001\u8bbf\u95ee\u63a7\u5236\uff0c\u4ee5\u53ca\u9ed8\u8ba4\u4e0d\u5206\u4eab\u6570\u636e\u2014\u2014IBM\u4e0d\u4f1a\u7528\u4f60\u7684\u5bf9\u8bdd\u8bad\u7ec3\u6a21\u578b\uff0c\u9664\u975e\u4f60\u9009\u62e9\u52a0\u5165\u3002<\/p>\n

    \u6df7\u5408\u65b9\u6cd5\u7ed3\u5408\u89c4\u5219\u57fa\u6d41\u548c\u751f\u6210AI\u3002\u5173\u952e\u4e8b\u52a1\u5982\u5bc6\u7801\u91cd\u7f6e\u80fd\u8ddf\u7740\u786e\u5b9a\u6027\u8def\u5f84\uff0c\u800c\u4e00\u822c\u67e5\u8be2\u5229\u7528LLM\u3002<\/p>\n

    \u4f01\u4e1a\u7a0e<\/h3>\n

    IBM\u89e3\u51b3\u65b9\u6848\u662f\u9ad8\u7aef\u5b9a\u4ef7\u7684\u3002\u590d\u6742\u8bbe\u7f6e\u5e38\u9700\u8981IBM\u670d\u52a1\u6216\u719f\u7ec3\u5185\u90e8\u56e2\u961f\u3002<\/p>\n

    \u521b\u65b0\u6b65\u4f10\u611f\u89c9\u6bd4\u5f00\u6e90\u9879\u76ee\u6162\u3002IBM\u5f3a\u8c03\u53ef\u9760\u6027\u800c\u975e\u524d\u6cbf\u7279\u6027\uff0c\u8fd9\u610f\u5473\u7740\u65b0\u6280\u672f\u51fa\u73b0\u5f97\u6162\u3002<\/p>\n

    \u8bc1\u660e\u90e8\u7f72<\/h3>\n

    \u94f6\u884c\u3001\u4fdd\u9669\u516c\u53f8\u548c\u533b\u7597\u63d0\u4f9b\u8005\u7528Watsonx Assistant\u505a\u5ba2\u670d\u3002Air Canada\u7684\u804a\u5929\u673a\u5668\u4eba\u81ea\u52a8\u5904\u7406\u6d77\u91cf\u67e5\u8be2\uff0c\u63d0\u9ad8\u54cd\u5e94\u65f6\u95f4\u540c\u65f6\u4fdd\u6301\u4e25\u683c\u5408\u89c4\u3002<\/p>\n

    \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

    <\/div>\n

    <\/g><\/svg><\/i> \"Loading\"<\/p>\n

    <\/div>\n","protected":false},"excerpt":{"rendered":"

    AI\u4ee3\u7406\u9886\u57df\u5df2\u7ecf\u5927\u5e45\u6210\u719f\u3002LangChain\u4ee5\u7075\u6d3b\u6027\u4e3b\u5bfc\uff0cOpenAI\u548cGoogle\u5728\u63a8\u52a8\u4f01\u4e1a\u7ea7SDK\uff0cMic […]<\/p>\n

    <\/div>\n

    <\/g><\/svg><\/i> \"Loading\"<\/p>\n

    <\/div>\n","protected":false},"author":56,"featured_media":27588,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[1912],"class_list":["post-27586","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-20","category-80","tag-2025--ai-agent-"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27586","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=27586"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27586\/revisions"}],"predecessor-version":[{"id":27592,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27586\/revisions\/27592"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/27588"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=27586"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=27586"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=27586"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}