![\"\"](\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/f626e00ece3d47b.jpg\")
<\/p>\nPOML\uff08Prompt Orchestration Markup Language\uff09\u662f\u5fae\u8f6f\u516c\u53f8\u5f00\u53d1\u7684\u4e00\u79cd\u65b0\u578b\u6807\u8bb0\u8bed\u8a00\uff0c\u4e13\u95e8\u7528\u4e8e\u89e3\u51b3\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u9ad8\u7ea7\u63d0\u793a\u8bcd\u5de5\u7a0b\u4e2d\u9047\u5230\u7684\u6311\u6218\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u590d\u6742\u7684\u63d0\u793a\u8bcd\u5f80\u5f80\u7f3a\u4e4f\u6709\u6548\u7684\u7ec4\u7ec7\u7ed3\u6784\uff0c\u96be\u4ee5\u96c6\u6210\u591a\u79cd\u6570\u636e\u683c\u5f0f\uff0c\u5e76\u4e14\u5bb9\u6613\u53d7\u5230\u6a21\u578b\u5bf9\u7279\u5b9a\u683c\u5f0f\u7684\u654f\u611f\u6027\u5f71\u54cd\u3002POML\u901a\u8fc7\u63d0\u4f9b\u4e00\u5957\u7c7b\u4f3cHTML\u7684\u7ed3\u6784\u5316\u8bed\u6cd5\u548c\u7c7b\u4f3cCSS\u7684\u6837\u5f0f\u7cfb\u7edf\uff0c\u5c06\u63d0\u793a\u8bcd\u7684\u5185\u5bb9\u4e0e\u8868\u73b0\u5f62\u5f0f\u5206\u79bb\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4e0d\u4ec5\u63d0\u5347\u4e86\u63d0\u793a\u8bcd\u7684\u53ef\u8bfb\u6027\u3001\u53ef\u7ef4\u62a4\u6027\u548c\u53ef\u91cd\u7528\u6027\uff0c\u8fd8\u5141\u8bb8\u5f00\u53d1\u8005\u901a\u8fc7\u4e13\u95e8\u7684\u6807\u7b7e\u65e0\u7f1d\u5d4c\u5165\u6587\u672c\u3001\u8868\u683c\u3001\u56fe\u7247\u7b49\u591a\u79cd\u5916\u90e8\u6570\u636e\u6e90\u3002\u6b64\u5916\uff0c\u5b83\u5185\u7f6e\u4e86\u6a21\u677f\u5f15\u64ce\uff0c\u652f\u6301\u53d8\u91cf\u3001\u5faa\u73af\u548c\u6761\u4ef6\u5224\u65ad\uff0c\u53ef\u4ee5\u52a8\u6001\u751f\u6210\u590d\u6742\u7684\u63d0\u793a\u8bcd\u3002POML\u8fd8\u63d0\u4f9b\u5305\u62ecVS Code\u63d2\u4ef6\u548c\u591a\u8bed\u8a00SDK\u5728\u5185\u7684\u5f00\u53d1\u5de5\u5177\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u9ad8\u6548\u5730\u6784\u5efa\u548c\u6d4b\u8bd5\u590d\u6742\u7684LLM\u5e94\u7528\u3002<\/p>\n
<\/p>\n
<\/p>\n
<role><\/code>,\u00a0<task><\/code>,\u00a0<example><\/code>\uff09\u6765\u7ec4\u7ec7\u63d0\u793a\u8bcd\uff0c\u5b9e\u73b0\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u589e\u5f3a\u53ef\u8bfb\u6027\u548c\u53ef\u91cd\u7528\u6027\u3002<\/li>\n- \u591a\u6837\u5316\u6570\u636e\u5904\u7406<\/strong>: \u901a\u8fc7
<document><\/code>,\u00a0<table><\/code>,\u00a0<img><\/code>\u7b49\u4e13\u7528\u7ec4\u4ef6\uff0c\u53ef\u4ee5\u76f4\u63a5\u5d4c\u5165\u6216\u5f15\u7528\u5916\u90e8\u6570\u636e\uff0c\u5e76\u81ea\u5b9a\u4e49\u683c\u5f0f\u3002<\/li>\n- \u5185\u5bb9\u4e0e\u6837\u5f0f\u5206\u79bb<\/strong>: \u7c7b\u4f3cCSS\u7684\u6837\u5f0f\u7cfb\u7edf\uff0c\u5141\u8bb8\u901a\u8fc7
<stylesheet><\/code>\u6216\u5185\u8054\u5c5e\u6027\u6765\u8c03\u6574\u8f93\u51fa\u683c\u5f0f\uff08\u5982\u5197\u957f\u7a0b\u5ea6\u3001\u8bed\u6cd5\u683c\u5f0f\uff09\uff0c\u800c\u4e0d\u5fc5\u4fee\u6539\u6838\u5fc3\u903b\u8f91\u3002<\/li>\n- \u5185\u7f6e\u6a21\u677f\u5f15\u64ce<\/strong>: \u652f\u6301\u4f7f\u7528
{{ }}<\/code>\u53d8\u91cf\u3001for<\/code>\u5faa\u73af\u3001if<\/code>\u6761\u4ef6\u5224\u65ad\u548c<let><\/code>\u53d8\u91cf\u5b9a\u4e49\uff0c\u7528\u4e8e\u52a8\u6001\u751f\u6210\u6570\u636e\u9a71\u52a8\u7684\u63d0\u793a\u8bcd\u3002<\/li>\n- \u4e30\u5bcc\u7684\u5f00\u53d1\u5de5\u5177<\/strong>: \u63d0\u4f9bVisual Studio Code\u63d2\u4ef6\uff0c\u652f\u6301\u8bed\u6cd5\u9ad8\u4eae\u3001\u81ea\u52a8\u8865\u5168\u3001\u5b9e\u65f6\u9884\u89c8\u548c\u9519\u8bef\u8bca\u65ad\u7b49\u529f\u80fd\u3002<\/li>\n
- \u591a\u8bed\u8a00SDK<\/strong>: \u63d0\u4f9bNode.js\uff08JavaScript\/TypeScript\uff09\u548cPython\u7684\u8f6f\u4ef6\u5f00\u53d1\u5de5\u5177\u5305\uff0c\u65b9\u4fbf\u5c06\u5176\u96c6\u6210\u5230\u73b0\u6709\u5de5\u4f5c\u6d41\u548cLLM\u6846\u67b6\u4e2d\u3002<\/li>\n<\/ul>\n
\u4f7f\u7528\u5e2e\u52a9<\/h2>\n
POML\u901a\u8fc7\u63d0\u4f9b\u6807\u8bb0\u8bed\u8a00\u3001\u5f00\u53d1\u5de5\u5177\u548cSDK\uff0c\u7b80\u5316\u4e86\u521b\u5efa\u3001\u6d4b\u8bd5\u548c\u7ef4\u62a4\u590d\u6742\u63d0\u793a\u8bcd\u7684\u6d41\u7a0b\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5b89\u88c5\u548c\u4f7f\u7528POML\u3002<\/p>\n
1. \u5b89\u88c5<\/strong><\/h3>\nPOML\u63d0\u4f9b\u4e86\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u5de5\u4f5c\u73af\u5883\u9009\u62e9\u6700\u5408\u9002\u7684\u4e00\u79cd\u3002<\/p>\n
Visual Studio Code \u63d2\u4ef6<\/strong><\/h4>\n\u8fd9\u662f\u6700\u63a8\u8350\u7684\u5165\u95e8\u65b9\u5f0f\uff0c\u56e0\u4e3a\u63d2\u4ef6\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u6765\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/p>\n
\n- \u6253\u5f00Visual Studio Code\u3002<\/li>\n
- \u5728\u5de6\u4fa7\u7684\u6d3b\u52a8\u680f\u4e2d\u70b9\u51fb\u201c\u6269\u5c55\u201d\u56fe\u6807\u3002<\/li>\n
- \u5728\u641c\u7d22\u6846\u4e2d\u8f93\u5165\u201cPOML\u201d\u3002<\/li>\n
- \u627e\u5230\u5b98\u65b9\u53d1\u5e03\u7684\u63d2\u4ef6\u5e76\u70b9\u51fb\u201c\u5b89\u88c5\u201d\u3002<\/li>\n<\/ol>\n
\u5b89\u88c5\u63d2\u4ef6\u540e\uff0c\u4f60\u5c06\u83b7\u5f97\u8bed\u6cd5\u9ad8\u4eae\u3001\u4ee3\u7801\u81ea\u52a8\u8865\u5168\u3001\u60ac\u505c\u6587\u6863\u63d0\u793a\u3001\u5b9e\u65f6\u9884\u89c8\u548c\u9519\u8bef\u68c0\u67e5\u7b49\u529f\u80fd\u3002<\/p>\n
Node.js (NPM)<\/strong><\/h4>\n\u5982\u679c\u4f60\u7684\u9879\u76ee\u57fa\u4e8eNode.js\u73af\u5883\uff0c\u53ef\u4ee5\u901a\u8fc7npm\u6765\u5b89\u88c5POML\u7684JavaScript\/TypeScript\u5e93\u3002<\/p>\n
npm install pomljs\r\n<\/code><\/pre>\nPython (PyPI)<\/strong><\/h4>\n\u5bf9\u4e8ePython\u5f00\u53d1\u8005\uff0c\u53ef\u4ee5\u901a\u8fc7pip\u6765\u5b89\u88c5POML\u5e93\u3002<\/p>\n
pip install poml\r\n<\/code><\/pre>\n\u5982\u679c\u4f60\u5e0c\u671b\u4ece\u514b\u9686\u7684GitHub\u4ed3\u5e93\u8fdb\u884c\u672c\u5730\u5f00\u53d1\u5b89\u88c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n
pip install -e .\r\n<\/code><\/pre>\n2. \u914d\u7f6eLLM\u6a21\u578b<\/strong><\/h3>\n\u4e3a\u4e86\u5728VS Code\u63d2\u4ef6\u4e2d\u6d4b\u8bd5\u63d0\u793a\u8bcd\uff0c\u4f60\u9700\u8981\u914d\u7f6e\u6240\u4f7f\u7528\u7684\u5927\u8bed\u8a00\u6a21\u578bAPI\u3002<\/p>\n
\n- \u5728VS Code\u4e2d\uff0c\u901a\u8fc7\u83dc\u5355\u680f\u00a0
\u6587\u4ef6 > \u9996\u9009\u9879 > \u8bbe\u7f6e<\/code>\u00a0\u6253\u5f00\u8bbe\u7f6e\u754c\u9762\u3002<\/li>\n- \u5728\u641c\u7d22\u6846\u4e2d\u8f93\u5165\u201cPOML\u201d\uff0c\u627e\u5230\u76f8\u5173\u914d\u7f6e\u9879\u3002<\/li>\n
- \u6839\u636e\u4f60\u7684\u6a21\u578b\u63d0\u4f9b\u5546\uff08\u5982OpenAI, Azure, Google\u7b49\uff09\u8bbe\u7f6e\u4ee5\u4e0b\u4fe1\u606f\uff1a\n
\n- Model Provider<\/strong>: \u9009\u62e9\u4f60\u7684\u6a21\u578b\u63d0\u4f9b\u5546\u3002<\/li>\n
- API Key<\/strong>: \u586b\u5165\u4f60\u7684API\u5bc6\u94a5\u3002<\/li>\n
- Endpoint URL<\/strong>: \u586b\u5165\u6a21\u578b\u7684API\u7aef\u70b9\u5730\u5740\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
\u4f60\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5c06\u8fd9\u4e9b\u914d\u7f6e\u4fe1\u606f\u6dfb\u52a0\u5230\u4f60\u7684settings.json<\/code>\u6587\u4ef6\u4e2d\u3002<\/p>\n3. \u7f16\u5199\u7b2c\u4e00\u4e2aPOML\u6587\u4ef6<\/strong><\/h3>\nPOML\u7684\u8bed\u6cd5\u975e\u5e38\u76f4\u89c2\uff0c\u7c7b\u4f3cHTML\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u57fa\u7840\u793a\u4f8b\uff0c\u5c06\u5176\u4fdd\u5b58\u4e3aexample.poml<\/code>\u6587\u4ef6\u3002<\/p>\n<poml>\r\n<role>\u4f60\u662f\u4e00\u4f4d\u8010\u5fc3\u7684\u8001\u5e08\uff0c\u6b63\u5728\u5411\u4e00\u4e2a10\u5c81\u7684\u5b69\u5b50\u89e3\u91ca\u6982\u5ff5\u3002<\/role>\r\n<task>\u53c2\u8003\u63d0\u4f9b\u7684\u56fe\u7247\uff0c\u89e3\u91ca\u5149\u5408\u4f5c\u7528\u7684\u6982\u5ff5\u3002<\/task>\r\n<img src=\"photosynthesis_diagram.png\" alt=\"\u5149\u5408\u4f5c\u7528\u793a\u610f\u56fe\" \/>\r\n<output-format>\r\n\u8ba9\u89e3\u91ca\u4fdd\u6301\u7b80\u5355\u3001\u6709\u8da3\uff0c\u5e76\u4e14\u4e0d\u8d85\u8fc7100\u4e2a\u5b57\u3002\r\n\u5f00\u5934\u8bf7\u8bf4\u201c\u4f60\u597d\uff0c\u672a\u6765\u7684\u79d1\u5b66\u5bb6\uff01\u201d\u3002\r\n<\/output-format>\r\n<\/poml>\r\n<\/code><\/pre>\n\u4ee3\u7801\u89e3\u91ca:<\/strong><\/p>\n\n<poml><\/code>: \u6240\u6709\u5185\u5bb9\u7684\u6839\u6807\u7b7e\u3002<\/li>\n<role><\/code>: \u5b9a\u4e49\u4e86\u5e0c\u671bLLM\u626e\u6f14\u7684\u89d2\u8272\u3002<\/li>\n<task><\/code>: \u63cf\u8ff0\u4e86\u9700\u8981LLM\u5b8c\u6210\u7684\u5177\u4f53\u4efb\u52a1\u3002<\/li>\n<img><\/code>: \u5d4c\u5165\u4e00\u5f20\u56fe\u7247\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u53c2\u8003\u3002src<\/code>\u5c5e\u6027\u6307\u5411\u672c\u5730\u56fe\u7247\u6587\u4ef6\u8def\u5f84\u3002<\/li>\n<output-format><\/code>: \u660e\u786e\u6307\u5b9a\u4e86\u8f93\u51fa\u5185\u5bb9\u7684\u683c\u5f0f\u8981\u6c42\u3002<\/li>\n<\/ul>\n4. \u6838\u5fc3\u8bed\u6cd5\u4e0e\u529f\u80fd\u64cd\u4f5c<\/strong><\/h3>\n\u6570\u636e\u5d4c\u5165<\/strong><\/h4>\nPOML\u6700\u5f3a\u5927\u7684\u529f\u80fd\u4e4b\u4e00\u662f\u80fd\u591f\u8f7b\u677e\u96c6\u6210\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u3002<\/p>\n
\n- \u6587\u6863<\/strong>: \u4f7f\u7528
<document><\/code>\u6807\u7b7e\u5d4c\u5165\u5916\u90e8\u6587\u672c\u6587\u4ef6\u3002<\/li>\n<\/ul>\n<document src=\".\/report.txt\" \/>\r\n<\/code><\/pre>\n\n- \u8868\u683c<\/strong>: \u4f7f\u7528
<table><\/code>\u6807\u7b7e\u53ef\u4ee5\u76f4\u63a5\u5b9a\u4e49\u8868\u683c\u6570\u636e\u6216\u5f15\u7528CSV\u6587\u4ef6\u3002<\/li>\n<\/ul>\n<table src=\".\/data.csv\" \/>\r\n<\/code><\/pre>\n\u6a21\u677f\u5f15\u64ce<\/strong><\/h4>\nPOML\u5185\u7f6e\u4e86\u6a21\u677f\u529f\u80fd\uff0c\u53ef\u4ee5\u52a8\u6001\u751f\u6210\u63d0\u793a\u8bcd\u5185\u5bb9\u3002<\/p>\n
\n- \u53d8\u91cf<\/strong>: \u4f7f\u7528
<let><\/code>\u5b9a\u4e49\u53d8\u91cf\uff0c\u5e76\u901a\u8fc7{{ }}<\/code>\u5728\u6587\u672c\u4e2d\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<let name=\"concept\">\u5149\u5408\u4f5c\u7528<\/let>\r\n<task>\u8bf7\u89e3\u91ca\u4ec0\u4e48\u662f{{concept}}\u3002<\/task>\r\n<\/code><\/pre>\n\n- \u5faa\u73af<\/strong>: \u4f7f\u7528
for<\/code>\u5c5e\u6027\u904d\u5386\u6570\u636e\u3002<\/li>\n<\/ul>\n<let name=\"topics\" type=\"json\">[\"\u5149\u5408\u4f5c\u7528\", \"\u7ec6\u80de\u547c\u5438\", \"\u57fa\u56e0\u9057\u4f20\"]<\/let>\r\n<task>\r\n\u8bf7\u4f9d\u6b21\u89e3\u91ca\u4ee5\u4e0b\u6982\u5ff5\uff1a\r\n<for each=\"item\" in=\"topics\">- {{item}}\r\n<\/for>\r\n<\/task>\r\n<\/code><\/pre>\n\n- \u6761\u4ef6\u5224\u65ad<\/strong>: \u4f7f\u7528
if<\/code>\u5c5e\u6027\u6765\u6839\u636e\u6761\u4ef6\u751f\u6210\u4e0d\u540c\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<let name=\"is_simple\" type=\"boolean\">true<\/let>\r\n<if condition=\"is_simple\">\r\n<task>\u8bf7\u7528\u7b80\u5355\u7684\u8bed\u8a00\u89e3\u91ca\u8fd9\u4e2a\u6982\u5ff5\u3002<\/task>\r\n<\/if>\r\n<\/code><\/pre>\n\u6837\u5f0f\u5316<\/strong><\/h4>\n\u901a\u8fc7<stylesheet><\/code>\u6807\u7b7e\uff0c\u53ef\u4ee5\u50cfCSS\u4e00\u6837\u5b9a\u4e49\u63d0\u793a\u8bcd\u7684\u201c\u6837\u5f0f\u201d\uff0c\u5c06\u5185\u5bb9\u548c\u683c\u5f0f\u5206\u79bb\u3002\u8fd9\u6709\u52a9\u4e8e\u5e94\u5bf9\u4e0d\u540cLLM\u5bf9\u7279\u5b9a\u683c\u5f0f\u7684\u504f\u597d\u3002<\/p>\n<stylesheet>\r\ntask {\r\nformat: \"markdown\";\r\nverbosity: \"high\";\r\n}\r\n<\/stylesheet>\r\n<task>\u89e3\u91ca\u9ed1\u6d1e\u7684\u5f62\u6210\u8fc7\u7a0b\u3002<\/task>\r\n<\/code><\/pre>\n\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c<task><\/code>\u6807\u7b7e\u7684\u5185\u5bb9\u5c06\u6839\u636e\u6837\u5f0f\u8868\u7684\u5b9a\u4e49\uff0c\u4ee5\u9ad8\u8be6\u7ec6\u5ea6\u7684Markdown\u683c\u5f0f\u5448\u73b0\u7ed9LLM\u3002<\/p>\n\u5e94\u7528\u573a\u666f<\/h2>\n\n- \u6784\u5efa\u590d\u6742\u7684\u5bf9\u8bdd\u667a\u80fd\u4f53<\/strong>
\n\u5728\u5f00\u53d1\u5ba2\u670d\u673a\u5668\u4eba\u6216\u4e2a\u4eba\u52a9\u7406\u65f6\uff0c\u9700\u8981\u5904\u7406\u591a\u8f6e\u5bf9\u8bdd\u3001\u5916\u90e8\u77e5\u8bc6\u5e93\u548c\u591a\u53d8\u7684\u8f93\u51fa\u683c\u5f0f\u3002\u53ef\u4ee5\u4f7f\u7528POML\u5c06\u5bf9\u8bdd\u903b\u8f91\u3001\u7528\u6237\u4fe1\u606f\u3001\u6587\u6863\u6570\u636e\u548c\u8f93\u51fa\u8981\u6c42\u8fdb\u884c\u6a21\u5757\u5316\u7ba1\u7406\uff0c\u4f7f\u63d0\u793a\u8bcd\u7ed3\u6784\u6e05\u6670\uff0c\u6613\u4e8e\u7ef4\u62a4\u548c\u6269\u5c55\u3002<\/li>\n- \u81ea\u52a8\u5316\u5185\u5bb9\u751f\u6210<\/strong>
\n\u5728\u62a5\u544a\u751f\u6210\u3001\u4ee3\u7801\u7f16\u5199\u6216\u8425\u9500\u6587\u6848\u521b\u4f5c\u7b49\u573a\u666f\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7POML\u7684\u6a21\u677f\u5f15\u64ce\uff0c\u5c06\u6570\u636e\uff08\u5982CSV\u6587\u4ef6\u3001JSON\u6570\u636e\uff09\u4e0e\u56fa\u5b9a\u7684\u6587\u672c\u7ed3\u6784\u52a8\u6001\u7ec4\u5408\uff0c\u6279\u91cf\u751f\u6210\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u5185\u5bb9\u3002<\/li>\n- \u6559\u80b2\u548c\u57f9\u8bad\u5de5\u5177<\/strong>
\n\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u52a8\u6001\u7684\u5b66\u4e60\u8f85\u52a9\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u6839\u636e\u5b66\u751f\u7684\u5e74\u9f84\uff08\u4f5c\u4e3a\u53d8\u91cf\uff09\uff0c\u52a8\u6001\u8c03\u6574\u89e3\u91ca\u540c\u4e00\u79d1\u5b66\u6982\u5ff5\uff08\u5982\u5149\u5408\u4f5c\u7528\uff09\u7684\u8bed\u8a00\u98ce\u683c\u548c\u8be6\u7ec6\u7a0b\u5ea6\uff0c\u5e76\u7ed3\u5408\u56fe\u7247\u3001\u8868\u683c\u7b49\u591a\u79cd\u5a92\u4f53\u8fdb\u884c\u8bf4\u660e\u3002<\/li>\n- \u591a\u6a21\u6001\u5e94\u7528\u5f00\u53d1<\/strong>
\n\u5bf9\u4e8e\u9700\u8981\u5904\u7406\u6587\u672c\u3001\u56fe\u50cf\u7b49\u591a\u79cd\u8f93\u5165\u7684LLM\u5e94\u7528\uff0cPOML\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u63a5\u53e3\u3002\u4f8b\u5982\uff0c\u5728\u5f00\u53d1\u4e00\u4e2a\u56fe\u50cf\u5206\u6790\u5de5\u5177\u65f6\uff0c\u53ef\u4ee5\u7528<task><\/code>\u63cf\u8ff0\u5206\u6790\u4efb\u52a1\uff0c\u7528<img><\/code>\u6807\u7b7e\u4f20\u5165\u5f85\u5206\u6790\u7684\u56fe\u7247\uff0c\u7528<output-format><\/code>\u6307\u5b9a\u8f93\u51faJSON\u683c\u5f0f\u7684\u5206\u6790\u7ed3\u679c\u3002<\/li>\n<\/ol>\nQA<\/h2>\n\n- POML\u662f\u4ec0\u4e48\uff1f\u5b83\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898\uff1f<\/strong>
\nPOML\u662f\u4e00\u79cd\u4e13\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8bbe\u8ba1\u7684\u6807\u8bb0\u8bed\u8a00\u3002\u5b83\u4e3b\u8981\u89e3\u51b3\u4e86\u5728\u7f16\u5199\u590d\u6742\u63d0\u793a\u8bcd\u65f6\u9047\u5230\u7684\u7ed3\u6784\u6df7\u4e71\u3001\u6570\u636e\u96c6\u6210\u56f0\u96be\u3001\u683c\u5f0f\u8981\u6c42\u591a\u53d8\u4ee5\u53ca\u7f3a\u4e4f\u4e13\u4e1a\u5de5\u5177\u652f\u6301\u7b49\u95ee\u9898\uff0c\u8ba9\u63d0\u793a\u8bcd\u7684\u5f00\u53d1\u548c\u7ef4\u62a4\u53d8\u5f97\u66f4\u52a0\u7cfb\u7edf\u548c\u9ad8\u6548\u3002<\/li>\n- POML\u4e0e\u76f4\u63a5\u7f16\u5199\u6587\u672c\u63d0\u793a\u8bcd\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong>
\n\u76f4\u63a5\u7f16\u5199\u6587\u672c\u63d0\u793a\u8bcd\u5c31\u50cf\u5728\u8bb0\u4e8b\u672c\u91cc\u5199\u4ee3\u7801\uff0c\u867d\u7136\u7b80\u5355\uff0c\u4f46\u5f53\u903b\u8f91\u53d8\u590d\u6742\u65f6\u4f1a\u53d8\u5f97\u96be\u4ee5\u7ba1\u7406\u3002POML\u5219\u63d0\u4f9b\u4e86\u7c7b\u4f3c\u7f51\u9875\u5f00\u53d1\u7684\u7ed3\u6784\uff08HTML\uff09\u3001\u6837\u5f0f\uff08CSS\uff09\u548c\u52a8\u6001\u80fd\u529b\uff08\u6a21\u677f\u5f15\u64ce\uff09\uff0c\u5c06\u63d0\u793a\u8bcd\u7684\u4e0d\u540c\u90e8\u5206\uff08\u5982\u89d2\u8272\u3001\u4efb\u52a1\u3001\u6570\u636e\u3001\u683c\u5f0f\u8981\u6c42\uff09\u89e3\u8026\uff0c\u4f7f\u5176\u66f4\u6613\u4e8e\u9605\u8bfb\u3001\u4fee\u6539\u548c\u91cd\u7528\u3002<\/li>\n- \u6211\u662f\u5426\u9700\u8981\u5b66\u4e60\u4e00\u79cd\u5168\u65b0\u7684\u8bed\u8a00\u624d\u80fd\u4f7f\u7528POML\uff1f<\/strong>
\n\u4e0d\u9700\u8981\u3002POML\u7684\u8bed\u6cd5\u8bbe\u8ba1\u501f\u9274\u4e86HTML\uff0c\u975e\u5e38\u76f4\u89c2\u6613\u61c2\u3002\u5982\u679c\u4f60\u6709\u4efb\u4f55\u6807\u8bb0\u8bed\u8a00\uff08\u5982HTML\u6216XML\uff09\u7684\u4f7f\u7528\u7ecf\u9a8c\uff0c\u4f1a\u53d1\u73b0\u4e0a\u624bPOML\u975e\u5e38\u5feb\u3002\u5b98\u65b9\u63d0\u4f9b\u7684VS Code\u63d2\u4ef6\u4e5f\u6781\u5927\u5730\u964d\u4f4e\u4e86\u5b66\u4e60\u95e8\u69db\u3002<\/li>\n- \u4f7f\u7528POML\u662f\u5426\u4f1a\u5f71\u54cd\u4e0eLLM\u7684\u4ea4\u4e92\u6027\u80fd\uff1f<\/strong>
\n\u4e0d\u4f1a\u3002POML\u672c\u8eab\u4e0d\u76f4\u63a5\u4e0eLLM\u4ea4\u4e92\u3002POML\u6587\u4ef6\u5728\u4f7f\u7528SDK\u6216\u5de5\u5177\u65f6\u4f1a\u88ab\u201c\u6e32\u67d3\u201d\u6210\u4e00\u4e2a\u6700\u7ec8\u7684\u7eaf\u6587\u672c\u6216\u591a\u6a21\u6001\u8bf7\u6c42\uff0c\u7136\u540e\u624d\u53d1\u9001\u7ed9LLM\u3002\u56e0\u6b64\uff0c\u5b83\u662f\u4e00\u4e2a\u5728\u5f00\u53d1\u9636\u6bb5\u63d0\u5347\u6548\u7387\u7684\u5de5\u5177\uff0c\u4e0d\u4f1a\u7ed9\u6700\u7ec8\u7684API\u8bf7\u6c42\u589e\u52a0\u989d\u5916\u5f00\u9500\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"POML\uff08Prompt Orchestration Markup Language\uff09\u662f\u5fae\u8f6f\u516c\u53f8\u5f00\u53d1\u7684\u4e00\u79cd\u65b0\u578b\u6807\u8bb0\u8bed\u8a00\uff0c\u4e13\u95e8\u7528\u4e8e\u89e3\u51b3\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u9ad8\u7ea7\u63d0\u793a\u8bcd\u5de5\u7a0b\u4e2d\u9047\u5230\u7684\u6311\u6218\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u590d\u6742\u7684\u63d0\u793a\u8bcd\u5f80\u5f80\u7f3a\u4e4f\u6709\u6548\u7684\u7ec4\u7ec7\u7ed3\u6784\uff0c\u96be\u4ee5\u96c6\u6210\u591a…<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,501],"tags":[227],"class_list":["post-49351","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-prompt-aids","tag-promptstishizhilinga"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/49351","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=49351"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/49351\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=49351"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=49351"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=49351"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}