{"id":4301,"date":"2024-12-31T15:18:28","date_gmt":"2024-12-31T07:18:28","guid":{"rendered":"https:\/\/www.niuniucard.com\/blog\/?p=4301"},"modified":"2024-12-31T15:18:28","modified_gmt":"2024-12-31T07:18:28","slug":"%e4%ba%ba%e4%ba%ba%e8%83%bd%e5%81%9a%e5%bc%80%e5%8f%91%e8%80%85%ef%bc%8c2025%e5%b9%b4%e6%9c%80%e4%bd%b3ai-agent%e6%9e%84%e5%bb%ba%e5%99%a8%e6%a6%9c%e5%8d%95","status":"publish","type":"post","link":"\/blog\/archives\/4301","title":{"rendered":"\u4eba\u4eba\u80fd\u505a\u5f00\u53d1\u8005\uff0c2025\u5e74\u6700\u4f73AI Agent\u6784\u5efa\u5668\u699c\u5355"},"content":{"rendered":"\n

\u81ea\u5df1\u52a8\u624b\u641e\u4e00\u4e2aAI Agent<\/p>\n\n\n\n

\u5982\u679c\u4f60\u60f3\u62e5\u6709\u4e00\u4e2a\u4e13\u5c5eAI Agent\uff0c\u4e0d\u4ec5\u80fd\u8bb0\u4f4f\u4f60\u7684\u559c\u597d\u4e60\u60ef\uff0c\u8fd8\u53ef\u4ee5\u81ea\u52a8\u5316\u91cd\u590d\u6027\u4efb\u52a1\uff0c\u65b9\u4fbf\u4f60\u817e\u51fa\u53cc\u624b\uff0c\u5c06\u6709\u9650\u7684\u7cbe\u529b\u4e13\u6ce8\u4e8e\u66f4\u91cd\u8981\u7684\u5de5\u4f5c\u3002<\/p>\n\n\n\n

\u6700\u5feb\u7684\u65b9\u5f0f\uff0c\u53ef\u80fd\u662f\u81ea\u5df1\u52a8\u624b\u641e\u4e00\u4e2a\u3002<\/p>\n\n\n\n

\u76ee\u524d\uff0cAI Agent\u7684\u5f62\u6001\u5927\u81f4\u5206\u4e3aAgent\u4ea7\u54c1\u548cAgent\u6784\u5efa\u5e73\u53f0\u3002<\/p>\n\n\n\n

\u524d\u8005\u662f\u201c\u5f00\u7bb1\u5373\u7528\u201d\uff0c\u9762\u5411\u7279\u5b9a\u5e94\u7528\u573a\u666f\u7684\u7279\u5b9a\u7528\u6237\u7fa4\u4f53\u3002<\/p>\n\n\n\n

\u540e\u8005\u662f\u201c\u767e\u5b9d\u7bb1\u201d\uff0c\u4f60\u9700\u8981\u4e3a\u81ea\u5df1\u7684Agent\u53d6\u4e00\u4e2a\u597d\u542c\u7684\u540d\u5b57\u3001\u8f93\u5165\u51e0\u53e5\u63d0\u793a\u8bcd\uff0c\u9009\u53d6\u57fa\u5ea7\u5927\u6a21\u578b\u3001\u5de5\u5177\u63d2\u4ef6\uff0c\u8865\u5145\u77e5\u8bc6\u5e93\u7b49\u7b49\uff0c\u5c31\u80fd\u6253\u9020\u4e00\u4e2a\u201c\u7528\u8d77\u6765\u8d81\u624b\u201d\u7684\u4e13\u5c5eAgent\u3002<\/p>\n\n\n\n

\u4e0d\u8fc7\uff0c\u771f\u5b9e\u60c5\u51b5\u53ef\u80fd\u662f\uff0c\u4e00\u987f\u64cd\u4f5c\u731b\u5982\u864e\uff0c\u7ed3\u679c\u4e0d\u5982Chatbot\u3002<\/p>\n\n\n\n

\u6709\u7684\u6784\u5efa\u5de5\u5177\u4e0a\u624b\u5bb9\u6613\uff0c\u4f60\u53ea\u9700\u8f93\u5165\u4e3b\u9898\u65b9\u5411\uff0c\u5e73\u53f0\u5c31\u80fd\u81ea\u5df1\u751f\u6210\u4e00\u5957\u5b8c\u6574\u4eba\u8bbe\u548c\u63d0\u793a\u8bed\u3002\u95ee\u9898\u5728\u4e8e\uff0c\u5f00\u53d1\u8005\u5fc5\u987b\u975e\u5e38\u6e05\u6670\u5730\u62c6\u89e3\u4efb\u52a1\u91cd\u70b9\uff0c\u5e76\u4e14\u65f6\u523b\u505a\u597dAgent\u9762\u5bf9\u590d\u6742\u4efb\u52a1\u505c\u6446\u7684\u51c6\u5907\u3002\u6709\u7684\u6784\u5efa\u65b9\u5f0f\u80fd\u591f\u901a\u8fc7\u6d41\u7a0b\u56fe\u8be6\u7ec6\u7f16\u6392\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5229\u7528\u610f\u56fe\u8df3\u8f6c\u3001\u6761\u4ef6\u5206\u652f\u3001\u5faa\u73af\u7b49\u903b\u8f91\u7ed3\u6784\uff0c\u6784\u5efa\u51fa\u590d\u6742\u7cbe\u7ec6\u7684\u4e1a\u52a1\u6d41\u7a0b\u3002\u95ee\u9898\u5728\u4e8e\uff0c\u5f00\u53d1\u95e8\u69db\u7a0d\u5fae\u6709\u70b9\u9ad8\uff0c\u5bf9\u5c0f\u767d\u4e0d\u592a\u53cb\u597d\u3002<\/p>\n\n\n\n

\u5e02\u9762\u4e0a\u6709\u54ea\u4e9b\u597d\u7528\u6613\u7528\uff0c\u529f\u80fd\u4e30\u5bcc\u7684AI Agent\u6784\u5efa\u5668\uff1f\u4e0d\u5c40\u9650\u4e8e\u9762\u5bf9\u4f01\u4e1aor\u4e2a\u4eba\u3002<\/p>\n\n\n\n

\u57c3\u68ee\u54f2ML\u5de5\u7a0b\u5e08Alex Burton\u5728\u5176\u4e2a\u4eba\u7f51\u7ad9Useful AI\u603b\u7ed3\u4e86\u4e00\u4efd\u9898\u4e3a16 Best AI Agent Builders for 2025\u7684\u699c\u5355\u3002<\/p>\n\n\n\n

\u4ed6\u901a\u8fc734\u9879\u6d4b\u8bd5\uff0c\u7cbe\u5fc3\u6311\u9009\u51fa\u5982\u4e0b16\u6b3e\u5de5\u5177\u3002\u5176\u4e2d\u6709\u7684\u662f\u5c0f\u767d\u5373\u53ef\u4e0a\u624b\uff1b\u6709\u7684\u662f\u9762\u5411\u4e13\u4e1a\u5f00\u53d1\u8005\u6784\u5efa\u9ad8\u7ea7AI Agent\uff1b\u8fd8\u6709\u7684\u53ef\u4ee5\u6784\u5efa\u591a\u4ee3\u7406\u7cfb\u7edf\uff0c\u8ba910\u4e2aAgent\u4e00\u8d77Cosplay\uff0c\u534f\u4f5c\u5b8c\u6210\u4f60\u4e0b\u8fbe\u7684\u4efb\u52a1\u3002<\/p>\n\n\n\n

Burton\u7684\u8bc4\u4f30\u5173\u952e\u6307\u6807\u5982\u4e0b\uff1a<\/p>\n\n\n\n

\u2022 \u6613\u7528\u6027\uff1a\u5e73\u53f0\u5e94\u5177\u5907\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\uff0c\u975e\u8d44\u6df1\u7a0b\u5e8f\u5458\u4e5f\u80fd\u6784\u5efa\u3002<\/p>\n\n\n\n

\u2022 \u96c6\u6210\u80fd\u529b\uff1a\u80fd\u591f\u8f7b\u677e\u5173\u8fde\u63a5\u4f60\u5df2\u4f7f\u7528\u7684\u5404\u79cd\u5de5\u5177\u548c\u7cfb\u7edf\u3002<\/p>\n\n\n\n

\u2022 \u5b9a\u5236\u5316\u9009\u9879\uff1a\u5141\u8bb8\u7528\u6237\u6839\u636e\u7279\u5b9a\u4efb\u52a1\u548c\u9700\u6c42\u8c03\u6574\u4ee3\u7406\u884c\u4e3a\uff0c\u4ee5\u6ee1\u8db3\u4e2a\u6027\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n

\u2022 \u53ef\u6269\u5c55\u6027\uff1a\u80fd\u591f\u968f\u7740\u5de5\u4f5c\u91cf\u548c\u4efb\u52a1\u590d\u6742\u5ea6\u7684\u589e\u52a0\u800c\u5e73\u7a33\u6269\u5c55\u3002<\/p>\n\n\n\n

\u2022 \u5b9e\u65f6\u76d1\u63a7\uff1a\u63d0\u4f9b\u8ddf\u8e2a\u548c\u5206\u6790\u4ee3\u7406\u6027\u80fd\u7684\u5de5\u5177\uff0c\u4fbf\u4e8e\u53ca\u65f6\u8c03\u6574\u548c\u4f18\u5316\u3002<\/p>\n\n\n\n

\u6211\u4eec\u5c06\u9010\u4e00\u4ecb\u7ecd\u4e0a\u699c\u8005\uff0c\u5e76\u8865\u5145Burton\u6ca1\u6709\u63d0\u5230\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n

Relevance AI<\/strong><\/strong><\/h2>\n\n\n\n

Relevance AI \u662f\u4e00\u4e2a\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u6d41\u7a0b\u81ea\u52a8\u5316\u7684\u65e0\u4ee3\u7801\u5e73\u53f0\uff0c\u7528\u6237\u65e0\u9700\u6280\u672f\u80cc\u666f\u5373\u53ef\u8f7b\u677e\u6784\u5efaAI Agent\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u65e0\u4ee3\u7801\u6784\u5efa\uff1a\u65e0\u9700\u7f16\u5199\u4ee3\u7801\u5373\u53ef\u8f7b\u677e\u6784\u5efaAI Agent\u3002<\/p>\n\n\n\n

\u2022 \u53ef\u5b9a\u5236\u5316AI\u5de5\u5177\uff1a\u4e3a\u4ee3\u7406\u914d\u7f6e\u6570\u636e\u5904\u7406\u548cAPI\u8c03\u7528\u7b49\u4e13\u7528\u5de5\u5177\u3002<\/p>\n\n\n\n

\u2022 \u4e3b\u6d41 AI\u6a21\u578b\u96c6\u6210\uff1a\u652f\u6301\u4e0e OpenAI\u3001Anthropic\u3001Cohere \u7b49\u4e3b\u6d41\u6a21\u578b\u7684\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n\n\n\n

\u2022 \u5b9e\u65f6\u6570\u636e\u5206\u6790\uff1a\u901a\u8fc7\u5206\u6790\u5927\u578b\u6570\u636e\u96c6\u63d0\u4f9b\u5b9e\u65f6\u6d1e\u5bdf\u548c\u9884\u6d4b\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>Relevance AI \u662f\u4e00\u5bb6\u5bf9\u4e0d\u5177\u5907\u7f16\u7801\u6280\u80fd\u7684\u4f01\u4e1a\u6781\u4e3a\u53cb\u597d\u7684\u5e73\u53f0\uff0c\u5176\u5bf9\u4e3b\u6d41 AI \u6a21\u578b\u7684\u517c\u5bb9\u6027\u548c\u5b9e\u65f6\u6570\u636e\u5206\u6790\u80fd\u529b\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7684\u5f97\u529b\u52a9\u624b\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>Relevance AI\u7684\u670d\u52a1\u4e3b\u8981\u5206\u4e3a2\u7c7b\uff0c\u6280\u80fd\u548c\u5de5\u5177\uff0c\u5373Agent\u548cAI\u5de5\u5177\u3002\u7528\u6237\u53ef\u4ee5\u5728\u4e3b\u9875\u7684Tool\u9875\u9762\u9009\u53d6AI\u5de5\u5177\u4f7f\u7528\uff0c\u6db5\u76d6\u96c6\u6210\u3001\u77e5\u8bc6\u6574\u5408\u3001\u8425\u9500\u3001\u8fd0\u8425\u3001\u7814\u7a76\u3001\u9500\u552e\u7b49\u65b9\u9762\u768480\u79cdprompt\u5de5\u5177\uff0c\u51cf\u5c11\u91cd\u590d\u6027\u4efb\u52a1\u3002<\/p>\n\n\n\n

Relevance AI\u63d0\u4f9b\u4e865\u4e2aAI Agent\u6a21\u677f\uff0c\u5305\u542b\u4ece\u5e02\u573a\u5f00\u53d1\u3001\u8425\u9500\u5230\u9500\u552e\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5176\u793a\u4f8b\u7528\u4e8e\u53ca\u65f6\u6539\u8fdb\u3001\u5e02\u573a\u9500\u552e\u3001\u884c\u4e1a\u7814\u7a76\u3001\u5ba2\u6237\u652f\u6301\u548c\u6e38\u620f\u6a21\u62df\u7b49\u573a\u666f\u3002\u5f53\u524d\uff0cRelevance AI\u7684\u65d7\u8230AI Agent\u662f\u4e00\u4e2aBDR\u4ee3\u7406\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u89c4\u6a21\u5316\u5904\u7406\u9ad8\u5ea6\u4e2a\u6027\u5316\u7684\u63a8\u5e7f\u6d3b\u52a8\uff0c\u5168\u5929\u5019\u57f9\u517b\u6f5c\u5728\u5ba2\u6237\u5e76\u9884\u7ea6\u4f1a\u8bae\u3002\u5176\u4e2d\uff0c\u591a\u4e2aAI Agent\u8de8\u5de5\u5177\u534f\u540c\u5de5\u4f5c\uff0c\u7531\u4e00\u4e2aAgent Manager\u6765\u9886\u5bfc\u3002<\/p>\n\n\n\n

Zapier Central<\/strong><\/strong><\/h2>\n\n\n\n

Zapier Central\u662f\u4e00\u4e2aAI\u9a71\u52a8\u7684\u5de5\u4f5c\u7a7a\u95f4\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u6b64\u521b\u5efa\u548c\u7ba1\u7406\u4efb\u52a1\u81ea\u52a8\u5316\u7684\u673a\u5668\u4eba\uff0c\u5176\u652f\u6301\u8d85\u8fc7 6000 \u4e2a\u5e94\u7528\u7684\u96c6\u6210\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u65e0\u4ee3\u7801\u60c5\u51b5\u4e0b\u7b80\u5316\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u5e7f\u6cdb\u7684\u96c6\u6210\u80fd\u529b\uff1a\u652f\u6301\u4e0e 6000 \u591a\u4e2a\u5e94\u7528\u7684\u8fde\u63a5\uff0c\u9002\u5e94\u591a\u79cd\u81ea\u52a8\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n

\u2022 \u65e0\u4ee3\u7801\u673a\u5668\u4eba\uff1a\u65e0\u9700\u7f16\u7a0b\u77e5\u8bc6\u5373\u53ef\u521b\u5efa\u5e76\u6559\u6388\u673a\u5668\u4eba\u7279\u5b9a\u884c\u4e3a\u3002<\/p>\n\n\n\n

\u2022 \u5b9e\u65f6\u6570\u636e\u8bbf\u95ee\uff1a\u673a\u5668\u4eba\u53ef\u4ece Google Sheets \u548c Google Docs \u7b49\u5e73\u53f0\u8bbf\u95ee\u5e76\u5904\u7406\u5b9e\u65f6\u6570\u636e\u3002<\/p>\n\n\n\n

\u2022 \u4efb\u52a1\u81ea\u52a8\u5316\uff1a\u6839\u636e\u8fde\u63a5\u5e94\u7528\u7684\u89e6\u53d1\u6761\u4ef6\uff0c\u81ea\u52a8\u5b8c\u6210\u53d1\u9001\u90ae\u4ef6\u6216\u66f4\u65b0\u8868\u5355\u7b49\u91cd\u590d\u6027\u4efb\u52a1\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba<\/strong>\uff1aZapier Central \u5bf9\u4e8e\u5e0c\u671b\u901a\u8fc7\u65e0\u4ee3\u7801\u65b9\u5f0f\u4f18\u5316\u5de5\u4f5c\u6d41\u7a0b\u7684\u7528\u6237\u6765\u8bf4\u582a\u79f0\u53d8\u9769\u5de5\u5177\u3002\u5176\u5f3a\u5927\u7684\u96c6\u6210\u80fd\u529b\u548c\u81ea\u52a8\u5316\u7279\u6027\u4f7f\u5176\u6210\u4e3a\u63d0\u5347\u751f\u4ea7\u529b\u7684\u4f18\u79c0\u9009\u62e9\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f<\/strong>\uff1aZapier Central\u96c6AI\u804a\u5929\u4e0e\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u4e8e\u4e00\u8eab\uff0c\u80fd\u591f\u8fde\u63a5ChatGPT\u4e0e\u6d77\u91cfSaaS\u5e94\u7528\uff0c\u5f00\u542f\u5168\u65b0\u7684\u4eba\u673a\u534f\u540c\u6a21\u5f0f\u3002\u7528\u6237\u901a\u8fc7\u5bf9\u8bdd\u6307\u4ee4\uff0c\u5c31\u80fd\u5b9e\u73b0\u7f51\u9875\u5185\u5bb9\u7684\u63d0\u53d6\u3001\u5b58\u6863\u3001\u5206\u4eab\u3001\u5206\u6790\u7b49\u81ea\u52a8\u5316\u64cd\u4f5c\u3002<\/p>\n\n\n\n

Microsoft Copilot Studio<\/strong><\/strong><\/h2>\n\n\n\n

Microsoft Copilot Studio\u662f\u4e00\u4e2a\u4f4e\u4ee3\u7801\u5e73\u53f0\uff0c\u5e2e\u52a9\u7528\u6237\u521b\u5efa\u548c\u5b9a\u5236\u88ab\u79f0\u4e3a\u201cCopilots\u201d\u7684 AI Agent\uff0c\u901a\u8fc7\u96c6\u6210 Microsoft 365 \u7b49\u4e1a\u52a1\u5e94\u7528\u63d0\u5347\u751f\u4ea7\u529b\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u56fe\u5f62\u5316\u754c\u9762\uff1a\u65e0\u9700\u9ad8\u6df1\u7f16\u7801\u6280\u80fd\uff0c\u901a\u8fc7\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\u5373\u53ef\u521b\u5efa\u548c\u5b9a\u5236AI Agent\u3002<\/p>\n\n\n\n

\u2022 \u5e7f\u6cdb\u96c6\u6210\uff1a\u4e0e Microsoft 365 \u53ca SAP\u3001Workday\u3001ServiceNow \u7b49\u4e1a\u52a1\u5e94\u7528\u65e0\u7f1d\u8fde\u63a5\u3002<\/p>\n\n\n\n

\u2022 \u751f\u6210\u5f0fAI\u80fd\u529b\uff1a\u652f\u6301\u9ad8\u7ea7\u751f\u6210\u5f0f AI\uff0c\u6253\u9020\u590d\u6742\u7684\u4f1a\u8bdd\u4ee3\u7406\u3002<\/p>\n\n\n\n

\u2022 \u5b9e\u65f6\u6570\u636e\u4e0e\u5206\u6790\uff1a\u63d0\u4f9b\u5b9e\u65f6\u6d1e\u5bdf\u4e0e\u6027\u80fd\u5206\u6790\uff0c\u4f18\u5316\u4ee3\u7406\u529f\u80fd\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>Microsoft Copilot Studio\u60f3\u8981\u4f4e\u95e8\u69db\u5f15\u5165 AI \u6280\u672f\u7684\u4f01\u4e1a\u7684\u7406\u60f3\u5de5\u5177\uff0c\u5176\u4e0e Microsoft \u751f\u6001\u7cfb\u7edf\u7684\u6df1\u5ea6\u96c6\u6210\u548c\u751f\u6210\u5f0f AI \u529f\u80fd\u4f7f\u5176\u5728\u81ea\u52a8\u5316\u590d\u6742\u4efb\u52a1\u65f6\u5177\u5907\u6781\u9ad8\u4ef7\u503c\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>\u770b\u5b8cTOP 2\uff0c\u7ec8\u4e8e\u8fce\u6765\u4e86\u5927\u5382\u4ea7\u54c1\u3002Copilot\u53ef\u4ee5\u5145\u5f53AI\u7684UI\uff0c\u901a\u8fc7Agent\uff08\u6216\u8005\u8bf4Copilot\uff09\uff0c\u5c06\u7528\u6237\u6570\u636e\u8f6c\u5316\u4e3a\u77e5\u8bc6\uff0c\u518d\u8fdb\u884c\u7ec4\u7ec7\u548c\u63a8\u7406\u3002\u8fd9\u4e00\u8f6c\u53d8\u5c06\u4f7f\u4f01\u4e1a\u80fd\u591f\u5145\u5206\u5229\u7528\u5e76\u521b\u9020\u590d\u6742\u3001\u667a\u80fd\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n\n\n\n

Salesforce Agentforce<\/strong><\/strong><\/h2>\n\n\n\n

Salesforce Agentforce\u662f\u4e00\u4e2a\u4f4e\u4ee3\u7801\u5e73\u53f0\uff0c\u7528\u6237\u53ef\u5728 Salesforce \u751f\u6001\u5185\u6784\u5efa\u5e76\u90e8\u7f72\u7528\u4e8e\u5ba2\u6237\u670d\u52a1\u6216\u9500\u552e\u7b49\u4e0d\u540c\u89d2\u8272\u7684\u81ea\u4e3b AI Agent\u3002\u5b83\u901a\u8fc7\u81ea\u52a8\u5316\u4efb\u52a1\u63d0\u5347\u8fd0\u8425\u6548\u7387\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u4f4e\u4ee3\u7801\u4ee3\u7406\u6784\u5efa\uff1a\u5229\u7528 Flows\u3001Apex \u548c MuleSoft APIs \u7b49 Salesforce \u5de5\u5177\u5feb\u901f\u521b\u5efa\u4ee3\u7406\u3002<\/p>\n\n\n\n

\u2022 \u5b9e\u65f6\u6570\u636e\u8bbf\u95ee\uff1a\u4ee3\u7406\u53ef\u4eceCRM\u548c\u5916\u90e8\u6570\u636e\u6e90\u4e2d\u83b7\u53d6\u5b9e\u65f6\u6570\u636e\uff0c\u63d0\u4f9b\u51c6\u786e\u53cd\u9988\u5e76\u505a\u51fa\u660e\u667a\u51b3\u7b56\u3002<\/p>\n\n\n\n

\u2022 \u4e3b\u52a8\u81ea\u52a8\u5316\uff1a\u57fa\u4e8e\u89e6\u53d1\u6761\u4ef6\u81ea\u52a8\u6267\u884c\u4efb\u52a1\uff0c\u5982\u53d1\u9001\u540e\u7eed\u90ae\u4ef6\u6216\u5347\u7ea7\u6848\u4ef6\u3002<\/p>\n\n\n\n

\u2022 \u6570\u636e\u5b89\u5168\u4fdd\u969c\uff1a\u5185\u7f6e\u5b89\u5168\u673a\u5236\u786e\u4fdd\u4ee3\u7406\u884c\u4e3a\u5408\u89c4\uff0c\u5e76\u901a\u8fc7 Einstein Trust Layer \u4fdd\u62a4\u654f\u611f\u6570\u636e\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>\u5bf9\u4e8eSalesforce\u7684\u4f01\u4e1a\u7528\u6237\u800c\u8a00\uff0cAgentforce \u662f\u4e00\u6b3e\u5f3a\u5927\u5de5\u5177\u3002\u5176\u4f4e\u4ee3\u7801\u754c\u9762\u4e0e\u6df1\u5ea6\u96c6\u6210\u529f\u80fd\uff0c\u4f7f\u5176\u5728\u81ea\u52a8\u5316\u590d\u6742\u5de5\u4f5c\u6d41\u7a0b\u548c\u4fdd\u969c\u6570\u636e\u5b89\u5168\u65b9\u9762\u8868\u73b0\u5353\u8d8a\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>\u6709\u4e2a\u8bf4\u6cd5\u662f\uff0c\u8f6f\u4ef6\u884c\u4e1a\u6216\u6b7b\u4e8e\u4eba\u5de5\u667a\u80fd\u3002Salesforce\u4f5c\u4e3aSaaS\u201c\u625b\u628a\u5b50\u201d\uff0c\u65e9\u5df2\u79ef\u6781\u62e5\u62b1AI\uff0c\u5982\u4eca\u521d\u89c1\u6210\u6548\u3002Agentforc\u7684\u6838\u5fc3\u662f\u4e00\u5957\u5b8c\u6574\u7684AI\u7cfb\u7edf\uff0c\u6df1\u5ea6\u96c6\u6210\u4e8eSalesforce\u5e73\u53f0\u4e4b\u4e2d\u3002\u4e0e\u4f20\u7edfCRM\u7cfb\u7edf\u4e3b\u8981\u4f9d\u8d56\u4eba\u5de5\u64cd\u4f5c\u548c\u9884\u8bbe\u89c4\u5219\u4e0d\u540c\uff0cAgentforce\u53ef\u4ee5\u81ea\u4e3b\u5b66\u4e60\u3001\u51b3\u7b56\u548c\u884c\u52a8\u3002\u8fd9\u6807\u5fd7\u7740Salesforce\u4e0d\u6ee1\u8db3\u53ea\u505aCRM\u4f9b\u5e94\u5546\uff0c\u800c\u8f6c\u5411\u66f4\u4e3a\u5168\u9762\u7684\u4f01\u4e1aAI\u5e73\u53f0\u2014\u2014\u9664\u4e86\u5904\u7406\u5ba2\u6237\u5173\u7cfb\u7ba1\u7406\uff0c\u8fd8\u5305\u62ec\u4eba\u529b\u8d44\u6e90\u3001\u8d22\u52a1\u7ba1\u7406\u3001\u4f9b\u5e94\u94fe\u4f18\u5316\u7b49\u7b49\u3002<\/p>\n\n\n\n

AgentGPT<\/strong><\/strong><\/h2>\n\n\n\n

AgentGPT\u662f\u4e00\u4e2a\u5728\u6d4f\u89c8\u5668\u8fd0\u884c\u7684Agent\uff0c\u7528\u6237\u53ef\u76f4\u63a5\u5728\u7ebf\u521b\u5efa\u3001\u914d\u7f6e\u5e76\u90e8\u7f72\u81ea\u4e3bAI Agent\uff0c\u64cd\u4f5c\u7b80\u5355\uff0c\u65e0\u9700\u7f16\u7801\u6280\u80fd\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u65e0\u4ee3\u7801\u4ee3\u7406\u6784\u5efa\uff1a\u65e0\u9700\u7f16\u5199\u4ee3\u7801\u5373\u53ef\u521b\u5efa\u5e76\u90e8\u7f72\u3002<\/p>\n\n\n\n

\u2022 \u9884\u8bbe\u6a21\u677f\uff1a\u63d0\u4f9b TravelGPT \u548c ResearchGPT \u7b49\u9884\u8bbe\u6a21\u677f\uff0c\u4fbf\u4e8e\u5feb\u901f\u914d\u7f6e\u548c\u4e2a\u6027\u5316\u3002<\/p>\n\n\n\n

\u2022 \u5b9e\u65f6\u76d1\u63a7\uff1a\u5bf9\u5df2\u90e8\u7f72\u4ee3\u7406\u8fdb\u884c\u6027\u80fd\u76d1\u63a7\u548c\u5b9e\u65f6\u5206\u6790\u3002<\/p>\n\n\n\n

\u2022 GPT-3.5\u96c6\u6210\uff1a\u91c7\u7528 GPT-3.5 \u8bed\u8a00\u6a21\u578b\uff0c\u5b9e\u73b0\u81ea\u7136\u6d41\u7545\u7684\u4eba\u673a\u4ea4\u4e92\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba<\/strong>\uff1aAgentGPT \u662f\u9700\u8981\u5feb\u901f\u90e8\u7f72AI Agent\u7684\u7528\u6237\u7684\u7406\u60f3\u9009\u62e9\u3002\u5176\u7b80\u5355\u76f4\u89c2\u7684\u754c\u9762\u548c\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u4f7f\u5176\u5728\u9ad8\u6548\u81ea\u52a8\u5316\u4efb\u52a1\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f<\/strong>\uff1aAgentGPT\u66fe\u5728\u4e00\u5468\u5185\u5438\u5f15\u8d8510\u4e07\u540d\u65e5\u6d3b\u7528\u6237\uff0c\u5e76\u6210\u529f\u5165\u9009 2023 \u5e74\u590f\u5b63 YC \u7684\u9879\u76ee\u3002\u5728\u5176\u4ea7\u54c1\u8def\u7ebf\u56fe\u4e2d\uff0cAgentGPT\u8ba1\u5212\u62e5\u6709\u8de8Agent\u4ea4\u4e92\u7684\u80fd\u529b\uff0c\u76ee\u524d\u53ea\u662f\u4e00\u4e2a\u529f\u80fd\u6709\u9650\u7684Beta \u7248\u672c\u3002\u6839\u636e\u5b98\u65b9\u63d0\u4f9b\u7684AI Agent \u6a21\u7248\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u601d\u8003AI Agent\u80fd\u591f\u5b8c\u6210\u54ea\u4e9b\u4efb\u52a1\u3002\u7528\u6237\u4e5f\u53ef\u4ee5\u590d\u5236\u6a21\u7248\uff0c\u4e00\u952e\u521b\u5efa\u81ea\u5df1\u7684AI Agent\u3002\u53e6\u5916\uff0cAgent \u5728\u6267\u884c\u6307\u5b9a\u4efb\u52a1\u65f6\uff0c\u5b83\u7684\u4efb\u52a1\u62c6\u89e3\u65b9\u5f0f\u3001\u6267\u884c\u8fdb\u5ea6\u90fd\u6e05\u6670\u53ef\u89c1\uff0c\u5bf9\u4e8e\u590d\u6742\u4efb\u52a1\u7684\u534f\u540c\u5f88\u6709\u5e2e\u52a9\u3002<\/p>\n\n\n\n

Beam<\/strong><\/strong><\/h2>\n\n\n\n

Beam\u662f\u4e00\u6b3e\u9876\u5c16AI Agent\u5e73\u53f0\uff0c\u80fd\u591f\u81ea\u52a8\u5316\u591a\u79cd\u4e1a\u52a1\u529f\u80fd\u4e2d\u7684\u91cd\u590d\u6027\u548c\u590d\u6742\u4efb\u52a1\uff0c\u901a\u8fc7\u4e0e\u73b0\u6709\u7cfb\u7edf\u7684\u65e0\u7f1d\u96c6\u6210\u63d0\u5347\u6548\u7387\u5e76\u51cf\u5c11\u624b\u52a8\u9519\u8bef\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u4ee3\u7406\u5316\u6d41\u7a0b\u81ea\u52a8\u5316\uff1a\u901a\u8fc7AI Agent\u5904\u7406\u6570\u636e\u5f55\u5165\u3001\u53d1\u7968\u5904\u7406\u548c\u5ba2\u6237\u652f\u6301\u7b49\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u2022 \u65e0\u4ee3\u7801\u754c\u9762\uff1a\u65e0\u9700\u4efb\u4f55\u7f16\u7a0b\u77e5\u8bc6\u5373\u53ef\u521b\u5efa\u5e76\u90e8\u7f72AI Agent\u3002<\/p>\n\n\n\n

\u2022 \u96c6\u6210\u80fd\u529b\uff1a\u652f\u6301\u8fde\u63a5CRM\u3001ERP \u548c CMS \u7b49\u73b0\u6709\u5de5\u5177\u7cfb\u7edf\uff0c\u786e\u4fdd\u5de5\u4f5c\u6d41\u7a0b\u987a\u7545\u3002<\/p>\n\n\n\n

\u2022 \u53ef\u5b9a\u5236\u4ee3\u7406\uff1a\u7528\u6237\u53ef\u81ea\u5b9a\u4e49\u4ee3\u7406\u884c\u4e3a\u3001\u5de5\u5177\u548c\u4efb\u52a1\u6a21\u677f\uff0c\u4ee5\u6ee1\u8db3\u5177\u4f53\u9700\u6c42\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>Beam\u662f\u4f01\u4e1a\u901a\u8fc7AI\u4f18\u5316\u8fd0\u8425\u6d41\u7a0b\u7684\u5f3a\u5927\u52a9\u624b\u3002\u5176\u65e0\u4ee3\u7801\u754c\u9762\u4e0e\u5168\u9762\u7684\u96c6\u6210\u80fd\u529b\uff0c\u4f7f\u5176\u5728\u9ad8\u6548\u81ea\u52a8\u5316\u591a\u6837\u5316\u4efb\u52a1\u65b9\u9762\u8868\u73b0\u7a81\u51fa\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>\u5047\u8bbe\u4f60\u9700\u8981\u81ea\u52a8\u5316\u4e00\u4e2a\u5ba2\u6237\u670d\u52a1\u6d41\u7a0b\uff0c\u53ef\u4ee5\u5728Beam AI\u5e73\u53f0\u4e0a\u521b\u5efa\u4e00\u4e2aAI Agent\uff0c\u4e3a\u5176\u914d\u7f6e\u5408\u9002\u7684\u5de5\u5177\u548c\u4efb\u52a1\u6a21\u677f\uff1b\u968f\u540e\u5c06\u5ba2\u6237\u670d\u52a1\u76f8\u5173\u7684\u4fe1\u606f\u6dfb\u52a0\u5230AI Agent\u6570\u636e\u5e93\u4e2d\uff1b\u5b9a\u4e49\u89e6\u53d1\u5668\uff0c\u4f8b\u5982\u5ba2\u6237\u63d0\u4ea4\u670d\u52a1\u8bf7\u6c42\u65f6\uff0c\u542f\u52a8AI Agent\u8fdb\u884c\u54cd\u5e94\uff1bAI Agent\u5c31\u80fd\u591f\u6839\u636e\u4efb\u52a1\u6a21\u677f\u81ea\u52a8\u6267\u884c\u5ba2\u6237\u670d\u52a1\u6d41\u7a0b\uff0c\u5982\u4fe1\u606f\u67e5\u8be2\u3001\u95ee\u9898\u89e3\u7b54\u7b49\u3002<\/p>\n\n\n\n

Vertex AI<\/strong><\/strong><\/h2>\n\n\n\n

Vertex AI\u662f Google Cloud\u63d0\u4f9b\u7684\u7efc\u5408\u6027\u5e73\u53f0\uff0c\u5e2e\u52a9\u7528\u6237\u8f7b\u677e\u6784\u5efa\u3001\u90e8\u7f72\u548c\u7ba1\u7406AI Agent\u3002\u652f\u6301\u65e0\u4ee3\u7801\u548c\u4ee3\u7801\u4f18\u5148\u4e24\u79cd\u65b9\u5f0f\uff0c\u9002\u5408\u4e0d\u540c\u6280\u672f\u80cc\u666f\u7684\u7528\u6237\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u65e0\u4ee3\u7801\u4e0e\u4ee3\u7801\u4f18\u5148\u9009\u9879\uff1a\u901a\u8fc7\u7b80\u5355\u7684\u65e0\u4ee3\u7801\u754c\u9762\u521b\u5efa\u4ee3\u7406\uff0c\u6216\u5229\u7528 LangChain\u548c LlamaIndex \u7b49\u5de5\u5177\u5b9e\u73b0\u9ad8\u7ea7\u5b9a\u5236\u3002<\/p>\n\n\n\n

\u2022 \u65e0\u7f1d\u96c6\u6210\uff1a\u4e0e\u4f01\u4e1a\u6570\u636e\u6e90\u548c JIRA\u3001ServiceNow\u3001Hadoop \u7b49\u70ed\u95e8\u5e94\u7528\u517c\u5bb9\uff0c\u63d0\u5347\u6570\u636e\u5904\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n

\u2022 \u751f\u6210\u5f0fAI\u529f\u80fd\uff1a\u652f\u6301 GPT-3.5\u7b49\u9ad8\u7ea7\u6a21\u578b\uff0c\u7528\u4e8e\u521b\u5efa\u590d\u6742\u4f1a\u8bdd\u4ee3\u7406\u548c\u81ea\u52a8\u5316\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u2022 \u5b9e\u65f6\u76d1\u63a7\u4e0e\u5206\u6790\uff1a\u63d0\u4f9b\u6027\u80fd\u76d1\u63a7\u3001\u6d4b\u8bd5\u548c\u4f18\u5316\u5de5\u5177\uff0c\u5b9e\u73b0\u9ad8\u6548\u7ba1\u7406\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>Vertex AI\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u901a\u7528\u5e73\u53f0\uff0c\u9002\u5408\u521d\u5b66\u8005\u548c\u5f00\u53d1\u8005\u3002\u5176\u5e7f\u6cdb\u7684\u96c6\u6210\u529f\u80fd\u548c\u5b9e\u65f6\u5206\u6790\u80fd\u529b\uff0c\u975e\u5e38\u9002\u5408\u5e0c\u671b\u63d0\u5347\u81ea\u52a8\u5316\u6c34\u5e73\u7684\u4f01\u4e1a\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>\u53c8\u4e00\u5bb6\u5927\u5382\u4e4b\u4f5c\u3002\u76ee\u524d\uff0cVeo\u548cImagen 3\u5df2\u7ecf\u5728Vertex AI\u4e0a\u65b0\u3002Vertex AI \u80fd\u591f\u4e0e\u4f01\u4e1a\u6570\u636e\u6e90\u548c\u7cfb\u7edf\u7684\u65e0\u7f1d\u96c6\u6210\u3002\u6b64\u5916\uff0c\u5176\u4f01\u4e1a\u7ea7\u5b89\u5168\u529f\u80fd\u548c\u7b26\u5408HIPAA\u548cISO\u7b49\u884c\u4e1a\u6807\u51c6\uff0c\u8fd9\u4f7f\u5f97 Vertex AI \u7279\u522b\u9002\u7528\u4e8e\u6570\u636e\u751f\u6001\u590d\u6742\u4e14\u76d1\u7ba1\u8981\u6c42\u4e25\u683c\u7684\u4f01\u4e1a\u3002<\/p>\n\n\n\n

Spell<\/strong><\/strong><\/h2>\n\n\n\n

Spell\u80fd\u591f\u501f\u52a9 GPT-4 \u6253\u9020\u81ea\u4e3bAI Agent\uff0c\u5e76\u9ad8\u6548\u5904\u7406\u591a\u79cd\u4efb\u52a1\u3002\u754c\u9762\u53cb\u597d\uff0c\u7528\u6237\u65e0\u9700\u4efb\u4f55\u7f16\u7801\u77e5\u8bc6\u5373\u53ef\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u81ea\u4e3b\u4ee3\u7406\uff1a\u53ef\u540c\u65f6\u521b\u5efa\u591a\u4e2a\u4ee3\u7406\u5e76\u884c\u5904\u7406\u4e0d\u540c\u4efb\u52a1\uff0c\u63d0\u9ad8\u751f\u4ea7\u6548\u7387\u3002<\/p>\n\n\n\n

\u2022 \u65e0\u4ee3\u7801\u754c\u9762\uff1a\u901a\u8fc7\u7b80\u5355\u76f4\u89c2\u7684\u754c\u9762\u8f7b\u677e\u6784\u5efa\u548c\u90e8\u7f72\u4ee3\u7406\u3002<\/p>\n\n\n\n

\u2022 \u63d2\u4ef6\u4e0e\u6a21\u677f\uff1a\u63d0\u4f9b\u4e30\u5bcc\u7684\u63d2\u4ef6\u548c\u6a21\u677f\u5e93\uff0c\u7528\u4e8eSEO\u5ba1\u6838\u3001\u7814\u7a76\u3001\u5185\u5bb9\u521b\u4f5c\u7b49\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u2022 \u5e76\u884c\u5904\u7406\uff1a\u652f\u6301\u591a\u4efb\u52a1\u5e76\u884c\uff0c\u7f29\u77ed\u9879\u76ee\u5b8c\u6210\u65f6\u95f4\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba<\/strong>\uff1aSpell\u662f\u5feb\u901f\u5b9e\u73b0\u65e5\u5e38\u4efb\u52a1\u81ea\u52a8\u5316\u7684\u7406\u60f3\u5de5\u5177\u3002\u5176\u4e30\u5bcc\u7684\u63d2\u4ef6\u548c\u6a21\u677f\u5e93\u8ba9\u7528\u6237\u80fd\u591f\u5feb\u901f\u4e0a\u624b\uff0c\u5e76\u8fc5\u901f\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n

AutoGPT<\/strong><\/strong><\/h2>\n\n\n\n

AutoGPT \u662f\u4e00\u6b3e\u5f00\u6e90AI \u5de5\u5177\uff0c\u7528\u6237\u53ef\u5229\u7528\u5b83\u521b\u5efa\u80fd\u591f\u6267\u884c\u591a\u79cd\u4efb\u52a1\u7684\u81ea\u4e3bAI Agent\u3002\u8be5\u5de5\u5177\u57fa\u4e8e GPT-4 \u6a21\u578b\uff0c\u65e8\u5728\u7b80\u5316\u590d\u6742\u6d41\u7a0b\uff0c\u63d0\u5347\u751f\u4ea7\u529b\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u81ea\u52a8\u63d0\u793a\u751f\u6210\uff1a\u80fd\u81ea\u52a8\u89c4\u5212\u8fbe\u6210\u76ee\u6807\u6240\u9700\u7684\u6b65\u9aa4\u5e76\u9010\u6b65\u6267\u884c\u3002<\/p>\n\n\n\n

\u2022 \u4e92\u8054\u7f51\u8bbf\u95ee\uff1a\u652f\u6301\u4ece\u7f51\u7edc\u641c\u7d22\u5e76\u83b7\u53d6\u4fe1\u606f\u4ee5\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u2022 \u5185\u5b58\u7ba1\u7406\uff1a\u7ed3\u5408\u957f\u671f\u548c\u77ed\u671f\u8bb0\u5fc6\u4fdd\u6301\u4e0a\u4e0b\u6587\uff0c\u63d0\u9ad8\u4efb\u52a1\u6267\u884c\u6548\u7387\u3002<\/p>\n\n\n\n

\u2022 \u4ee3\u7801\u6267\u884c\uff1a\u53ef\u64b0\u5199\u3001\u8fd0\u884c\u548c\u8c03\u8bd5\u4ee3\u7801\u4ee5\u5b8c\u6210\u7f16\u7a0b\u4efb\u52a1\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>AutoGPT\u662f\u4e00\u6b3e\u5f3a\u5927\u7684\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u975e\u5e38\u9002\u5408\u5e0c\u671b\u4f18\u5316\u5de5\u4f5c\u6d41\u7a0b\u7684\u6280\u672f\u7528\u6237\u3002\u5176\u81ea\u52a8\u63d0\u793a\u548c\u590d\u6742\u4efb\u52a1\u5904\u7406\u80fd\u529b\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u4f46\u5168\u9762\u638c\u63e1\u53ef\u80fd\u9700\u8981\u4e00\u5b9a\u7684\u6280\u672f\u80cc\u666f\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>AutoGPT\u662fAndrej Karpathy\u201c\u8ba4\u8bc1\u201d\u8fc7\u7684Prompt\u5de5\u7a0b\u7684\u4e0b\u4e00\u4e2a\u524d\u6cbf\u3002AutoGPT \u76f8\u5f53\u4e8e\u7ed9GPT\u6a21\u578b\u4e00\u4e2a\u5185\u5b58\u548c\u8eab\u4f53\u3002\u7528\u6237\u53ef\u4ee5\u5c06\u4e00\u9879\u4efb\u52a1\u4ea4\u7ed9AI Agent\uff0c\u8ba9\u5b83\u81ea\u4e3b\u5730\u63d0\u51fa\u4e00\u4e2a\u8ba1\u5212\uff0c\u7136\u540e\u6267\u884c\u8ba1\u5212\u3002\u6709\u7f51\u53cb\u8ba9 AutoGPT\u5efa\u7acb\u4e00\u4e2a\u7f51\u7ad9\uff0c\u4e0d\u5230 3 \u5206\u949f\u5c31\u6210\u529f\u4e86\u3002\u671f\u95f4\uff0cAutoGPT\u81ea\u4e3b\u4f7f\u7528\u4e86 React \u548c Tailwind CSS\u3002\u6b64\u5916\uff0cAutoGPT\u8fd8\u5177\u6709\u4e92\u8054\u7f51\u8bbf\u95ee\u3001\u957f\u671f\u548c\u77ed\u671f\u5185\u5b58\u7ba1\u7406\u3001\u7528\u4e8e\u6587\u672c\u751f\u6210\u7684GPT-4 \u5b9e\u4f8b\u4ee5\u53ca\u4f7f\u7528GPT-3.5 \u8fdb\u884c\u6587\u4ef6\u5b58\u50a8\u548c\u751f\u6210\u6458\u8981\u7b49\u529f\u80fd\u3002<\/p>\n\n\n\n

MetaGPT<\/strong><\/strong><\/h2>\n\n\n\n

MetaGPT \u662f\u4e00\u4e2a\u9ad8\u7ea7AI\u5e73\u53f0\uff0c\u4e13\u6ce8\u4e8e\u521b\u5efa\u548c\u7ba1\u7406\u591a\u4ee3\u7406\u7cfb\u7edf\uff0c\u65e8\u5728\u89e3\u51b3\u590d\u6742\u4efb\u52a1\u3002\u901a\u8fc7\u7ed3\u5408LLM\u548cSOP\uff0c\u5927\u5e45\u63d0\u5347\u6548\u7387\u4e0e\u53ef\u6269\u5c55\u6027\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u591a\u4ee3\u7406\u534f\u4f5c\uff1a\u534f\u8c03\u591a\u4e2aAI Agent\u5408\u4f5c\uff0c\u5171\u540c\u89e3\u51b3\u590d\u6742\u95ee\u9898\u3002<\/p>\n\n\n\n

\u2022 \u81ea\u9002\u5e94\u5b66\u4e60\uff1a\u6bcf\u6b21\u4ea4\u4e92\u540e\u4e0d\u65ad\u4f18\u5316\u6027\u80fd\uff0c\u5b9e\u73b0\u6301\u7eed\u6539\u8fdb\u3002<\/p>\n\n\n\n

\u2022 \u9ad8\u8d28\u91cf\u4ee3\u7801\u751f\u6210\uff1a\u4f9d\u6258\u5148\u8fdb LLM\uff0c\u751f\u6210\u51c6\u786e\u9ad8\u6548\u7684\u4ee3\u7801\u3002<\/p>\n\n\n\n

\u2022 \u89d2\u8272\u5206\u914d\uff1a\u4e3a\u4ee3\u7406\u5206\u914d\u4e0d\u540c\u89d2\u8272\uff0c\u786e\u4fdd\u7efc\u5408\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>MetaGPT \u975e\u5e38\u9002\u5408\u60f3\u8981\u5229\u7528\u591a\u4ee3\u7406 AI\u7cfb\u7edf\u7684\u7528\u6237\u3002\u5176\u51fa\u8272\u7684\u4ee3\u7801\u751f\u6210\u80fd\u529b\u548c\u591a\u4efb\u52a1\u9002\u5e94\u6027\uff0c\u4f7f\u5176\u6210\u4e3a\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u4e0d\u53ef\u6216\u7f3a\u7684\u5f3a\u5927\u5de5\u5177\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>MetaGPT\u662f\u7531DeepWisdom\u63a8\u51fa\u7684\u81ea\u7136\u8bed\u8a00\u7f16\u7a0b\u6846\u67b6\u3002\u5176\u4e2d\u5305\u62ec\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u8f6f\u4ef6\u56e2\u961f\u6240\u9700\u7684\u6240\u6709\u89d2\u8272\uff1a\u4ea7\u54c1\u7ecf\u7406\u3001\u67b6\u6784\u5e08\u3001\u9879\u76ee\u7ecf\u7406\u3001\u5de5\u7a0b\u5e08\u7b49\u7b49\u3002\u7528\u6237\u53ef\u4ee5\u5c06AI \u4ee5\u8f6f\u4ef6\u516c\u53f8\u7684\u5f62\u5f0f\u8fdb\u884c\u5de5\u4f5c\u3002\u4f60\u53ea\u9700\u8981\u8f93\u5165\u4e00\u53e5\u8bdd\uff0c\u5c31\u53ef\u4ee5\u81ea\u52a8\u8f93\u51fa\u7528\u6237\u6545\u4e8b\u3001\u7ade\u54c1\u5206\u6790\u3001\u9700\u6c42\u3001\u6570\u636e\u7ed3\u6784\u3001APIs\u3001\u6587\u4ef6\u7b49 \u3002<\/p>\n\n\n\n

AutoGen<\/strong><\/strong><\/h2>\n\n\n\n

AutoGen\u662f\u7531Microsoft \u5f00\u53d1\u7684\u5f00\u6e90\u6846\u67b6\uff0c\u7528\u4e8e\u6784\u5efa\u548c\u7ba1\u7406\u591a\u4ee3\u7406AI\u7cfb\u7edf\u3002\u5b83\u901a\u8fc7\u7b80\u5316\u4ee3\u7406\u521b\u5efa\u6d41\u7a0b\uff0c\u5e2e\u52a9\u7528\u6237\u9ad8\u6548\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u591a\u4ee3\u7406\u7cfb\u7edf\uff1a\u81ea\u52a8\u6784\u5efa\u548c\u534f\u8c03\u591a\u4e2aAI Agent\uff0c\u5171\u540c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u2022 \u65e0\u4ee3\u7801\u4e0e\u4f4e\u4ee3\u7801\u9009\u9879\uff1a\u901a\u8fc7\u53cb\u597d\u754c\u9762\u548c\u9884\u8bbe\u6a21\u677f\uff0c\u7528\u6237\u53ef\u5728\u5c11\u91cf\u7f16\u7801\u4e0b\u521b\u5efa\u4ee3\u7406\u3002<\/p>\n\n\n\n

\u2022 \u591a\u529f\u80fd\u96c6\u6210\uff1a\u652f\u6301\u5f00\u6e90 LLMs\uff0c\u5e76\u4e0e FastChat \u548c vLLM \u7b49\u5de5\u5177\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n\n\n\n

\u2022 \u52a8\u6001\u5bf9\u8bdd\uff1a\u652f\u6301\u9759\u6001\u548c\u52a8\u6001\u591a\u4ee3\u7406\u5bf9\u8bdd\uff0c\u80fd\u6839\u636e\u4efb\u52a1\u9700\u6c42\u7075\u6d3b\u8c03\u6574\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>AutoGen\u65e0\u9700\u9ad8\u6df1\u6280\u672f\u5373\u53ef\u5b9e\u65bd\u591a\u4ee3\u7406\u7cfb\u7edf\u3002\u5176\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u548c\u52a8\u6001\u5bf9\u8bdd\u652f\u6301\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>AutoGen\u80fd\u591f\u505a\u8fd9\u51e0\u4ef6\u4e8b\uff1a1\u3001\u521b\u5efa\u5355\u4e2aAgent\u3002\u8ba9\u5b83\u4eec\u62c5\u4efb\u4e0d\u540c\u7684\u89d2\u8272\uff0c\u5206\u914d\u5fc5\u8981\u7684\u5de5\u5177\uff0c\u8d1f\u8d23\u5177\u4f53\u7684\u4efb\u52a1\u3002\u8fd9\u4e9bAgent\u5177\u6709\u57fa\u672c\u7684\u5bf9\u8bdd\u80fd\u529b\uff0c\u80fd\u591f\u6839\u636e\u63a5\u6536\u5230\u7684\u6d88\u606f\uff0c\u751f\u6210\u56de\u590d\u30022\u3001\u63d0\u4f9b\u591a\u4e2aAgent\u5bf9\u8bdd\u7684\u73af\u5883\u3002\u901a\u8fc7GroupChat\u7ba1\u7406\u4e00\u4e2a\u5177\u6709\u591a\u4e2aAgent\u53c2\u4e0e\u7684\u7fa4\u804a\u73af\u5883\uff0c\u5728GroupChat\u4e2d\u6765\u7ef4\u62a4\u7ba1\u7406\u804a\u5929\u8bb0\u5f55\u3001\u53d1\u8a00\u8005\u7684\u9009\u62e9\u3001\u8f6c\u6362\u89c4\u5219\u3001\u8c01\u662f\u4e0b\u4e00\u4e2a\u53d1\u8a00\u8005\u3001\u4ec0\u4e48\u65f6\u5019\u7fa4\u804a\u7ec8\u6b62\u7b49\uff1b3\u3001\u7ba1\u7406\u7fa4\u804a\u3002\u901a\u8fc7\u7c7b\u4f3c\u4e8eGroupChat Manager\u7684Agent\u5b9e\u73b0\u3002\u4f46\u662f\uff0cAutoGen\u7684\u5c40\u9650\u6027\u5728\u4e8e\uff1a\u4e0d\u591f\u76f4\u89c2\uff0c\u5bf9\u975e\u7a0b\u5e8f\u5458\u4e0d\u53cb\u597d\u3002\u8bbe\u7f6e\u8f83\u4e3a\u590d\u6742\uff0c\u5c24\u5176\u662f\u5728\u672c\u5730 LLM \u573a\u666f\u4e2d\u9700\u8981\u4ee3\u7406\u670d\u52a1\u5668\u3002\u5982\u679c\u4efb\u52a1\u4e0e\u8f6f\u4ef6\u5f00\u53d1\u65e0\u5173\uff0c\u53ef\u80fd\u663e\u5f97\u5e73\u5eb8\u3002<\/p>\n\n\n\n

Flowise<\/strong><\/strong><\/h2>\n\n\n\n

Flowise\u662f\u4e00\u4e2a\u5f00\u6e90\u4f4e\u4ee3\u7801\u5e73\u53f0\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u5176\u62d6\u653e\u754c\u9762\uff0c\u4f7f\u7528LLMs\u8f7b\u677e\u6784\u5efa\u5b9a\u5236\u5316 AI Agent\u548c\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u62d6\u653e\u5f0f\u754c\u9762\uff1a\u65e0\u9700\u6df1\u5165\u7f16\u7801\u77e5\u8bc6\uff0c\u5373\u53ef\u8f7b\u677e\u521b\u5efa AI \u5de5\u4f5c\u6d41\u548c\u4ee3\u7406\u3002<\/p>\n\n\n\n

\u2022 \u5e7f\u6cdb\u96c6\u6210\uff1a\u652f\u6301 100 \u591a\u79cd\u96c6\u6210\uff0c\u5305\u62ec LangChain \u548c LlamaIndex\uff0c\u9002\u7528\u4e8e\u591a\u79cd AI \u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

\u2022 \u81ea\u5b9a\u4e49\u5de5\u5177\u4e0e\u6a21\u677f\uff1a\u63d0\u4f9b\u591a\u79cd\u9884\u6784\u5efa\u5de5\u5177\u548c\u6a21\u677f\uff0c\u4fbf\u4e8e\u5feb\u901f\u8bbe\u7f6e\u4e0e\u8c03\u6574\u4ee3\u7406\u3002<\/p>\n\n\n\n

\u2022 API\u4e0eSDK \u652f\u6301\uff1a\u901a\u8fc7\u5f3a\u5927\u7684 API \u548c SDK\uff0c\u5c06 AI \u529f\u80fd\u6269\u5c55\u5230\u5176\u4ed6\u5e94\u7528\u4e2d\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>Flowise \u662f\u4e00\u4e2a\u6613\u7528\u4e14\u529f\u80fd\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u65e0\u8bba\u662f\u521d\u5b66\u8005\u8fd8\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5f00\u53d1\u8005\uff0c\u90fd\u80fd\u901a\u8fc7\u5176\u5e7f\u6cdb\u7684\u96c6\u6210\u548c\u53cb\u597d\u754c\u9762\u8f7b\u677e\u5b9e\u73b0 AI \u5e94\u7528\u5f00\u53d1\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>Flowise\u662f\u80cc\u9760YC\u6295\u8d44\u7684\u5546\u4e1a\u5f00\u6e90\u9879\u76ee\uff0c\u4ee5\u521b\u5efaChatflow Agent\u4e3a\u76ee\u6807\u3002\u5728\u5de5\u4f5c\u6d41\u8282\u70b9\u8bbe\u8ba1\u4e0a\uff0cFlowise\u96c6\u6210\u5ea6\u66f4\u9ad8\uff0c\u4e0d\u540c\u4e8e\u63d0\u4f9b\u539f\u5b50\u5316\u7684\u8282\u70b9\u5de5\u5177\uff0c\u800c\u662f\u5bf9\u5de5\u5177\u8fdb\u884c\u96c6\u6210\u5c01\u88c5\u540e\uff0c\u5bf9\u5e94\u5230LangChain\u7684\u6982\u5ff5\u4e0a\uff0c\u4f7f\u5176\u66f4\u50cf\u662fLangChain\u7684\u53ef\u89c6\u5316\u7248\u672c\u3002<\/p>\n\n\n\n

ChatDev<\/strong><\/strong><\/h2>\n\n\n\n

ChatDev\u662f\u4e00\u4e2a\u521b\u65b0 AI \u5e73\u53f0\uff0c\u7c7b\u4f3c\u4e8e\u865a\u62df\u8f6f\u4ef6\u516c\u53f8\uff0c\u5229\u7528\u667a\u80fd\u4ee3\u7406\u81ea\u52a8\u5316\u8f6f\u4ef6\u5f00\u53d1\u8fc7\u7a0b\u3002\u7528\u6237\u53ea\u9700\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u9700\u6c42\uff0c\u5373\u53ef\u5b9e\u73b0\u8f6f\u4ef6\u521b\u4f5c\u3002<\/p>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u591a\u4ee3\u7406\u534f\u4f5c\uff1a\u5305\u542b CEO\u3001CTO\u3001\u5f00\u53d1\u8005\u3001\u6d4b\u8bd5\u5458\u548c\u8bbe\u8ba1\u5e08\u7b49\u89d2\u8272\u7684AI Agent\u56e2\u961f\uff0c\u5171\u540c\u5f00\u53d1\u8f6f\u4ef6\u3002<\/p>\n\n\n\n

\u2022 \u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff1a\u7528\u6237\u53ea\u9700\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u8f6f\u4ef6\u521b\u610f\uff0c\u5176\u4f59\u5de5\u4f5c\u7531 ChatDev \u4ee3\u7406\u5b8c\u6210\u3002<\/p>\n\n\n\n

\u2022 \u53ef\u5b9a\u5236\u6846\u67b6\uff1a\u652f\u6301\u5bf9\u4ee3\u7406\u89d2\u8272\u548c\u8f6f\u4ef6\u8bbe\u8ba1\u8fdb\u884c\u5168\u9762\u5b9a\u5236\u3002<\/p>\n\n\n\n

\u2022 \u53ef\u6269\u5c55\u6027\u4e0e\u96c6\u6210\uff1a\u8f7b\u677e\u4e0e GitHub \u7b49\u5de5\u5177\u96c6\u6210\uff0c\u652f\u6301\u540e\u7eed\u529f\u80fd\u6269\u5c55\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba\uff1a<\/strong>ChatDev\u5bf9\u4e8e\u5e0c\u671b\u65e0\u9700\u7f16\u7801\u5373\u53ef\u5b8c\u6210\u8f6f\u4ef6\u5f00\u53d1\u7684\u7528\u6237\u6765\u8bf4\u662f\u9769\u547d\u6027\u5de5\u5177\u3002\u5176\u591a\u4ee3\u7406\u534f\u4f5c\u4e0e\u81ea\u7136\u8bed\u8a00\u652f\u6301\u4f7f\u5176\u6781\u4e3a\u6613\u7528\uff0c\u800c\u5b9a\u5236\u548c\u6269\u5c55\u80fd\u529b\u786e\u4fdd\u6ee1\u8db3\u591a\u79cd\u9700\u6c42\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>ChatDev\u662f\u5434\u6069\u8fbe\u529b\u8350\uff0c\u7531\u56fd\u5185AI\u521d\u521b\u4f01\u4e1a\u9762\u58c1\u667a\u80fd\u6253\u9020\u3002\u4f60\u53ef\u4ee5\u7ed9\u5b83\u4e00\u4e2a\u63d0\u793a\uff0c\u8ba9Agent\u6709\u65f6\u626e\u6f14\u8f6f\u4ef6\u5f15\u64ce\u516c\u53f8CEO\uff0c\u6709\u65f6\u626e\u6f14\u8bbe\u8ba1\u5e08\uff0c\u6709\u65f6\u662f\u4ea7\u54c1\u7ecf\u7406\uff0c\u6709\u65f6\u662f\u6d4b\u8bd5\u4eba\u5458\u3002\u5b83\u4eec\u5f7c\u6b64\u534f\u4f5c\uff0c\u8fdb\u4e00\u6b65\u5bf9\u8bdd\u3002\u8fd9\u7fa4Agents\u662f\u4f60\u901a\u8fc7\u7ed9\u5927\u6a21\u578b\u63d0\u793a\u6765\u6784\u5efa\u7684\u3002\u5434\u6069\u8fbe\u4ee5\u201c\u8bf7\u5f00\u53d1\u4e00\u6b3e\u6e38\u620f\u201d\u4e3e\u4f8b\uff0c\u4ed6\u53d1\u73b0ChatDev\u7684\u591a\u4f4dAgent\u4f1a\u82b1\u51e0\u5206\u949f\u5199\u4ee3\u7801\uff0c\u800c\u540e\u8fdb\u884c\u6d4b\u8bd5\u3001\u8fed\u4ee3\uff0c\u6700\u7ec8\u751f\u6210\u4e00\u4e2a\u4ee4\u4eba\u60ca\u8bb6\u7684\u590d\u6742\u7a0b\u5e8f\uff0c\u6709\u65f6\u751f\u6210\u7ed3\u679c\u7528\u4e0d\u4e86\uff0c\u6709\u65f6\u5019\u53c8\u5f88\u60ca\u8273\u3002\u8ba9\u591a\u4e2a\u76f8\u4f3c\u7684 AI Agent\u4e00\u8d77\u5de5\u4f5c\uff0c\u4e5f\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u8bbe\u8ba1\u6a21\u5f0f\u3002<\/p>\n\n\n\n

Langflow<\/strong><\/strong><\/h2>\n\n\n\n

Langflow \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u53ef\u89c6\u5316\u6846\u67b6\uff0c\u4e13\u4e3a\u6784\u5efa\u591a\u4ee3\u7406\u7cfb\u7edf\u548cRAG\u5e94\u7528\u800c\u8bbe\u8ba1\u3002\u5b83\u91c7\u7528\u57fa\u4e8e\u56fe\u5f62\u7684\u7528\u6237\u754c\u9762\uff0c\u4f7f\u7528\u6237\u65e0\u9700\u6df1\u5165\u7f16\u7a0b\u77e5\u8bc6\u5373\u53ef\u8f7b\u677e\u521b\u5efa\u548c\u7ba1\u7406AI Agent\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u57fa\u4e8e\u56fe\u5f62\u7684\u754c\u9762\uff1a\u901a\u8fc7\u62d6\u653e\u5f0f\u64cd\u4f5c\uff0c\u76f4\u89c2\u5730\u521b\u5efa\u548c\u7ba1\u7406 AI\u5de5\u4f5c\u6d41\uff0c\u7b80\u5316\u7ec4\u4ef6\u8fde\u63a5\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

\u2022 \u6a21\u5757\u5316\u8bbe\u8ba1\uff1a\u5c06\u9884\u6784\u5efa\u7ec4\u4ef6\u4e0e\u81ea\u5b9a\u4e49\u7ec4\u4ef6\u76f8\u7ed3\u5408\uff0c\u5feb\u901f\u5b9e\u73b0\u590d\u6742 AI \u5e94\u7528\u7684\u5b9e\u9a8c\u548c\u539f\u578b\u5f00\u53d1\u3002<\/p>\n\n\n\n

\u2022 \u5e7f\u6cdb\u96c6\u6210\uff1a\u652f\u6301\u4e0e\u591a\u79cd\u8bed\u8a00\u6a21\u578b\u548c\u5de5\u5177\uff08\u5982 LangChain \u548c LlamaIndex\uff09\u7684\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n\n\n\n

\u2022 \u52a8\u6001\u8f93\u5165\uff1a\u901a\u8fc7\u63d0\u793a\u53d8\u91cf\u652f\u6301\u52a8\u6001\u8f93\u5165\uff0c\u8d4b\u4e88\u4ee3\u7406\u7075\u6d3b\u9002\u5e94\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba<\/strong>\uff1aLangflow\u4e3a\u5f00\u53d1\u8005\u548c\u975e\u6280\u672f\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53cb\u597d\u7684\u5e73\u53f0\u3002\u5176\u56fe\u5f62\u5316\u754c\u9762\u548c\u6a21\u5757\u5316\u8bbe\u8ba1\u4f7f\u5176\u9002\u7528\u6027\u5f3a\uff0c\u7279\u522b\u9002\u5408\u90a3\u4e9b\u5e0c\u671b\u901a\u8fc7\u521b\u65b0\u5c1d\u8bd5\u6784\u5efa AI \u5e94\u7528\u7684\u4eba\u7fa4\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f\uff1a<\/strong>LangFlow\u6700\u5438\u5f15\u4eba\u7684\u5730\u65b9\u5728\u4e8e\u76f4\u89c2\u7684\u62d6\u653e\u754c\u9762\u3002\u6bcf\u4e2a\u8282\u70b9\u90fd\u662f\u4e00\u4e2a\u53ef\u6267\u884c\u5355\u5143\uff0c\u4f60\u53ef\u4ee5\u50cf\u642d\u79ef\u6728\u4e00\u6837\u5c06\u5b83\u4eec\u7ec4\u5408\u5728\u4e00\u8d77\uff0c\u6784\u5efa\u51fa\u590d\u6742\u7684AI\u6d41\u7a0b\u3002\u901a\u8fc7LangFlow\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u5730\u6784\u5efa\u51fa\u80fd\u591f\u81ea\u52a8\u64b0\u5199\u6587\u7ae0\u3001\u6458\u8981\u6216\u5bf9\u8bdd\u7684AI\u5e94\u7528\uff1b\u5feb\u901f\u6784\u5efa\u51fa\u80fd\u591f\u6807\u6ce8\u65b0\u95fb\u7c7b\u522b\u3001\u793e\u4ea4\u5a92\u4f53\u5e16\u5b50\u7b49\u4fe1\u606f\u7684AI\u6a21\u578b\uff1bLangFlow\u652f\u6301\u591a\u79cd\u8bed\u8a00\u7684\u673a\u5668\u7ffb\u8bd1\u529f\u80fd\uff0c\u5e2e\u52a9\u4f60\u5b9e\u73b0\u8de8\u8bed\u8a00\u4ea4\u6d41\u3002<\/p>\n\n\n\n

CrewAI<\/strong><\/strong><\/h2>\n\n\n\n

CrewAI \u662f\u4e00\u4e2a\u5f00\u6e90\u5e73\u53f0\uff0c\u65e8\u5728\u6784\u5efa\u548c\u7ba1\u7406\u591a\u4ee3\u7406\u7cfb\u7edf\uff0c\u7528\u4e8e\u81ea\u52a8\u5316\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u3002\u5b83\u63d0\u4f9b\u5f3a\u5927\u7684\u6846\u67b6\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8f7b\u677e\u90e8\u7f72\u5177\u6709\u4e0d\u540c\u89d2\u8272\u548c\u4efb\u52a1\u7684AI Agent\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u591a\u4ee3\u7406\u534f\u4f5c\uff1a\u652f\u6301\u521b\u5efa\u53ef\u534f\u540c\u5de5\u4f5c\u7684AI Agent\uff0c\u5927\u5e45\u63d0\u5347\u6548\u7387\u548c\u751f\u4ea7\u529b\u3002<\/p>\n\n\n\n

\u2022 \u65e0\u4ee3\u7801\u4e0e\u4f4e\u4ee3\u7801\u9009\u9879\uff1a\u901a\u8fc7\u76f4\u89c2\u754c\u9762\u8f7b\u677e\u6784\u5efa\u548c\u90e8\u7f72\u4ee3\u7406\uff0c\u65e0\u9700\u6df1\u5165\u7f16\u7801\u3002<\/p>\n\n\n\n

\u2022 \u5e7f\u6cdb\u96c6\u6210\uff1a\u517c\u5bb9\u591a\u79cd\u5de5\u5177\u548c\u5e73\u53f0\uff0c\u5982 webhooks\u3001gRPC \u548c\u6307\u6807\u5de5\u5177\uff0c\u9002\u5e94\u5168\u9762\u7684\u81ea\u52a8\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n

\u2022 \u53ef\u5b9a\u5236\u5de5\u5177\uff1a\u63d0\u4f9b\u591a\u79cd\u9884\u8bbe\u5de5\u5177\uff0c\u5e76\u5141\u8bb8\u6839\u636e\u5177\u4f53\u9700\u6c42\u521b\u5efa\u81ea\u5b9a\u4e49\u5de5\u5177\u3002<\/p>\n\n\n\n

Burton\u8bc4\u8bba<\/strong>\uff1aCrewAI\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u7075\u6d3b\u5de5\u5177\uff0c\u9002\u5408\u5e0c\u671b\u901a\u8fc7 AI Agent\u7b80\u5316\u590d\u6742\u5de5\u4f5c\u6d41\u7684\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u3002\u5176\u591a\u4ee3\u7406\u534f\u4f5c\u4e0e\u5e7f\u6cdb\u7684\u96c6\u6210\u529f\u80fd\uff0c\u4f7f\u5176\u6210\u4e3a\u63d0\u5347\u8fd0\u8425\u6548\u7387\u7684\u7406\u60f3\u9009\u62e9\u3002<\/p>\n\n\n\n

\u8865\u5145\u4fe1\u606f<\/strong>\uff1aCrewAI\u975e\u5e38\u76f4\u89c2\u4e14\u6613\u4e8e\u8bbe\u7f6e\uff0c\u662f\u6784\u5efa\u5feb\u901f\u6f14\u793a\u7684\u9996\u9009\u6846\u67b6\u3002\u5176\u4e3b\u8981\u4f9d\u8d56\u63d0\u793a\u5de5\u7a0b\uff1b\u80fd\u591f\u51e0\u5206\u949f\u5185\u521b\u5efa100\u4e2a\u4ee3\uff1b\u975e\u6280\u672f\u7528\u6237\u4e5f\u80fd\u5feb\u901f\u4e0a\u624b\u3002CrewAI\u96c6\u6210\u4e86LangChain\uff0c\u4e0e\u4e3b\u6d41LLM \u63d0\u4f9b\u5546\u53ca\u672c\u5730 LLM \u7684\u534f\u4f5c\u6548\u679c\u5f88\u597d\u3002\u4e0d\u8fc7\uff0c\u5176\u5c40\u9650\u6027\u5728\u4e8e\u7075\u6d3b\u6027\u548c\u53ef\u5b9a\u5236\u6027\u6709\u9650\uff0c\u9002\u7528\u4e8e\u57fa\u7840\u7528\u4f8b\uff0c\u4e0d\u9002\u5408\u590d\u6742\u7684\u7f16\u7a0b\u4efb\u52a1\uff0c\u4ee5\u53ca\u793e\u533a\u652f\u6301\u8f83\u4e3a\u6709\u9650\u3002<\/p>\n\n\n\n

SuperAGI<\/strong><\/strong><\/h2>\n\n\n\n

SuperAGI\u662f\u4e00\u4e2a\u4e13\u4e3a\u5f00\u53d1\u8005\u8bbe\u8ba1\u7684\u5f00\u6e90\u6846\u67b6\uff0c\u7528\u4e8e\u9ad8\u6548\u6784\u5efa\u3001\u7ba1\u7406\u548c\u8fd0\u884c\u81ea\u4e3bAI Agent\u3002\u5b83\u4e13\u6ce8\u4e8e\u4e3a\u521b\u5efa\u80fd\u591f\u72ec\u7acb\u5904\u7406\u590d\u6742\u4efb\u52a1\u7684\u9ad8\u7ea7AI\u7cfb\u7edf\u63d0\u4f9b\u5f3a\u5927\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5173\u952e\u7279\u70b9<\/strong><\/p>\n\n\n\n

\u2022 \u90e8\u7f72\u4e0e\u8fd0\u884c\uff1a\u8f7b\u677e\u521b\u5efa\u5e76\u90e8\u7f72\u9002\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u7684\u81ea\u4e3bAI Agent\u3002<\/p>\n\n\n\n

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