Parlant \u662f\u4e00\u4e2a\u5f00\u6e90\u7684AI\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u65e8\u5728\u89e3\u51b3\u5f53\u524d\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\uff1a\u4e0d\u53ef\u9884\u6d4b\u6027\u548c\u7f3a\u4e4f\u53ef\u63a7\u6027\u3002 \u5f00\u53d1\u8005\u5728\u6784\u5efaAI\u667a\u80fd\u4f53\u65f6\uff0c\u5e38\u5e38\u4f1a\u9047\u5230\u6a21\u578b\u5ffd\u7565\u7cfb\u7edf\u63d0\u793a\u3001\u4ea7\u751f\u5e7b\u89c9\u6027\u56de\u7b54\u6216\u65e0\u6cd5\u5904\u7406\u8fb9\u754c\u60c5\u51b5\u7b49\u95ee\u9898\u3002 Parlant\u901a\u8fc7\u4e00\u79cd\u521b\u65b0\u7684\u65b9\u6cd5\u6765\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\uff0c\u5b83\u4e0d\u518d\u4ec5\u4ec5\u4f9d\u8d56\u4e8e\u590d\u6742\u7684\u63d0\u793a\u5de5\u7a0b\uff0c\u800c\u662f\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u5b9a\u4e49\u660e\u786e\u7684\u201c\u884c\u4e3a\u51c6\u5219\u201d\uff08Behavioral Guidelines\uff09\u3002 \u8fd9\u4e9b\u51c6\u5219\u4ee5\u81ea\u7136\u8bed\u8a00\u5f62\u5f0f\u7f16\u5199\uff0c\u80fd\u591f\u786e\u4fdd\u667a\u80fd\u4f53\u5728\u7279\u5b9a\u60c5\u5883\u4e0b\u7cbe\u786e\u5730\u6309\u7167\u4e1a\u52a1\u903b\u8f91\u548c\u9884\u8bbe\u89c4\u5219\u884c\u52a8\u3002 \u8be5\u6846\u67b6\u901a\u8fc7\u5b9e\u65f6\u81ea\u6211\u6279\u5224\u548c\u4e0a\u4e0b\u6587\u5339\u914d\u673a\u5236\uff0c\u52a8\u6001\u5e94\u7528\u76f8\u5173\u51c6\u5219\uff0c\u4ece\u800c\u4fdd\u8bc1\u4e86\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u4e00\u81f4\u6027\u548c\u53ef\u9760\u6027\uff0c\u7279\u522b\u9002\u7528\u4e8e\u9700\u8981\u9ad8\u7a33\u5b9a\u6027\u7684\u5ba2\u6237\u670d\u52a1\u3001\u91d1\u878d\u3001\u533b\u7597\u7b49\u9886\u57df\u3002 Parlant\u652f\u6301\u96c6\u6210\u5916\u90e8API\u548c\u5de5\u5177\uff0c\u5e76\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u53ef\u89e3\u91ca\u6027\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u6e05\u6670\u5730\u4e86\u89e3\u667a\u80fd\u4f53\u6bcf\u4e00\u51b3\u7b56\u80cc\u540e\u7684\u539f\u56e0\u3002<\/p>\n
Parlant\u65e8\u5728\u63d0\u4f9b\u4e00\u4e2a\u4ece\u5f00\u53d1\u5230\u90e8\u7f72\u90fd\u7b80\u5355\u5feb\u6377\u7684\u4f53\u9a8c\uff0c\u8ba9\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u51e0\u5206\u949f\u5185\u5c31\u642d\u5efa\u5e76\u8fd0\u884c\u4e00\u4e2a\u884c\u4e3a\u53ef\u63a7\u7684AI\u667a\u80fd\u4f53\u3002<\/p>\n
Parlant\u53ef\u4ee5\u901a\u8fc7Python\u7684\u5305\u7ba1\u7406\u5668pip\u8f7b\u677e\u5b89\u88c5\u3002\u6253\u5f00\u4f60\u7684\u7ec8\u7aef\u6216\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u5373\u53ef\uff1a<\/p>\n
pip install parlant\r\n<\/code><\/pre>\n\u8fd9\u4e2a\u547d\u4ee4\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5Parlant\u6846\u67b6\u53ca\u5176\u6240\u6709\u5fc5\u8981\u7684\u4f9d\u8d56\u9879\u3002<\/p>\n
\u5feb\u901f\u4e0a\u624b\uff1a\u521b\u5efa\u4e00\u4e2a\u5929\u6c14\u67e5\u8be2\u667a\u80fd\u4f53<\/h3>\n
\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u572860\u79d2\u5185\u521b\u5efa\u4e00\u4e2a\u80fd\u67e5\u8be2\u5929\u6c14\u7684\u667a\u80fd\u4f53\u3002<\/p>\n
1. \u5bfc\u5165SDK\u5e76\u5b9a\u4e49\u5de5\u5177<\/strong><\/p>\n\u9996\u5148\uff0c\u4f60\u9700\u8981\u5bfc\u5165parlant.sdk<\/code>\u3002\u7136\u540e\uff0c\u4f7f\u7528@p.tool<\/code>\u88c5\u9970\u5668\u6765\u5b9a\u4e49\u667a\u80fd\u4f53\u53ef\u4ee5\u4f7f\u7528\u7684\u5de5\u5177\u3002\u5de5\u5177\u672c\u8d28\u4e0a\u662f\u666e\u901a\u7684\u5f02\u6b65Python\u51fd\u6570\uff0c\u53ef\u4ee5\u6267\u884c\u4efb\u4f55\u4f60\u9700\u8981\u7684\u529f\u80fd\uff0c\u6bd4\u5982\u8c03\u7528\u4e00\u4e2aAPI\u3002<\/p>\nimport parlant.sdk as p\r\nfrom datetime import datetime\r\n# \u5b9a\u4e49\u4e00\u4e2a\u83b7\u53d6\u5929\u6c14\u7684\u5de5\u5177\r\n# \u5b83\u63a5\u6536\u4e00\u4e2a\u57ce\u5e02\u540d\u79f0\u4f5c\u4e3a\u53c2\u6570\r\n@p.tool\r\nasync def get_weather(context: p.ToolContext, city: str) -> p.ToolResult:\r\n# \u5728\u8fd9\u91cc\u7f16\u5199\u4f60\u81ea\u5df1\u7684\u5929\u6c14API\u8c03\u7528\u903b\u8f91\r\n# \u4e3a\u7b80\u5316\u793a\u4f8b\uff0c\u6211\u4eec\u76f4\u63a5\u8fd4\u56de\u4e00\u4e2a\u56fa\u5b9a\u7684\u7ed3\u679c\r\nreturn p.ToolResult(f\"Sunny, 72\u00b0F in {city}\")\r\n# \u5b9a\u4e49\u4e00\u4e2a\u83b7\u53d6\u5f53\u524d\u65e5\u671f\u548c\u65f6\u95f4\u7684\u5de5\u5177\r\n@p.tool\r\nasync def get_datetime(context: p.ToolContext) -> p.ToolResult:\r\nreturn p.ToolResult(datetime.now())\r\n<\/code><\/pre>\n2. \u521b\u5efa\u5e76\u914d\u7f6e\u667a\u80fd\u4f53<\/strong><\/p>\n\u63a5\u4e0b\u6765\uff0c\u4f60\u9700\u8981\u7f16\u5199\u4e00\u4e2amain<\/code>\u5f02\u6b65\u51fd\u6570\u6765\u542f\u52a8\u670d\u52a1\u3001\u521b\u5efa\u667a\u80fd\u4f53\u5e76\u4e3a\u5176\u914d\u7f6e\u884c\u4e3a\u3002<\/p>\nasync def main():\r\n# \u542f\u52a8Parlant\u670d\u52a1\u5668\r\nasync with p.Server() as server:\r\n# \u521b\u5efa\u4e00\u4e2a\u540d\u4e3a\"WeatherBot\"\u7684\u667a\u80fd\u4f53\r\nagent = await server.create_agent(\r\nname=\"WeatherBot\",\r\ndescription=\"\u4e00\u4e2a\u4e50\u4e8e\u52a9\u4eba\u7684\u5929\u6c14\u52a9\u624b\"\r\n)\r\n# \u521b\u5efa\u4e00\u4e2a\u4e0a\u4e0b\u6587\u53d8\u91cf\uff0c\u8ba9\u667a\u80fd\u4f53\u5728\u6bcf\u6b21\u56de\u590d\u65f6\u90fd\u80fd\u83b7\u53d6\u6700\u65b0\u65f6\u95f4\r\n# 'get_datetime'\u5de5\u5177\u4f1a\u88ab\u81ea\u52a8\u8c03\u7528\r\nawait agent.create_variable(name=\"current-datetime\", tool=get_datetime)\r\n# \u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u521b\u5efa\u4e00\u6761\u884c\u4e3a\u51c6\u5219\r\n# \u8fd9\u662fParlant\u7684\u6838\u5fc3\u529f\u80fd\uff0c\u7528\u4e8e\u786e\u4fdd\u667a\u80fd\u4f53\u7684\u884c\u4e3a\r\nawait agent.create_guideline(\r\ncondition=\"\u5f53\u7528\u6237\u8be2\u95ee\u5929\u6c14\u65f6\",\r\naction=\"\u8c03\u7528\u5929\u6c14\u5de5\u5177\u83b7\u53d6\u5f53\u524d\u5929\u6c14\uff0c\u5e76\u7528\u53cb\u597d\u7684\u8bed\u6c14\u56de\u590d\uff0c\u540c\u65f6\u7ed9\u51fa\u4e00\u4e9b\u5efa\u8bae\",\r\ntools=[get_weather] # \u5c06\u4e4b\u524d\u5b9a\u4e49\u7684\u5de5\u5177\u7ed1\u5b9a\u5230\u8fd9\u6761\u51c6\u5219\r\n)\r\n# \u4f60\u53ef\u4ee5\u5728\u8fd9\u91cc\u6dfb\u52a0\u66f4\u591a\u3001\u66f4\u590d\u6742\u7684\u884c\u4e3a\u51c6\u5219...\r\n# \u542f\u52a8\u6210\u529f\u540e\uff0c\u53ef\u4ee5\u5728 http:\/\/localhost:8800 \u8bbf\u95ee\u6d4b\u8bd5\u754c\u9762\r\nprint(\"\ud83c\udf89 \u667a\u80fd\u4f53\u6d4b\u8bd5\u754c\u9762\u5df2\u5c31\u7eea\uff0c\u8bf7\u8bbf\u95ee http:\/\/localhost:8800\")\r\nif __name__ == \"__main__\":\r\nimport asyncio\r\nasyncio.run(main())```\r\n**3. \u8fd0\u884c\u5e76\u6d4b\u8bd5**\r\n\u5c06\u4ee5\u4e0a\u4ee3\u7801\u4fdd\u5b58\u4e3a\u4e00\u4e2aPython\u6587\u4ef6\uff08\u4f8b\u5982 `weather_bot.py`\uff09\uff0c\u7136\u540e\u5728\u7ec8\u7aef\u4e2d\u8fd0\u884c\u5b83\uff1a\r\n```shell\r\npython weather_bot.py\r\n<\/code><\/pre>\n\u7a0b\u5e8f\u8fd0\u884c\u540e\uff0c\u4f60\u4f1a\u5728\u7ec8\u7aef\u770b\u5230\u4e00\u6761\u6d88\u606f\uff0c\u63d0\u793a\u6d4b\u8bd5\u754c\u9762\u5df2\u5728\u00a0http:\/\/localhost:8800<\/code>\u00a0\u4e0a\u51c6\u5907\u5c31\u7eea\u3002\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u8fd9\u4e2a\u5730\u5740\uff0c\u4f60\u5c31\u53ef\u4ee5\u4e0e\u4f60\u521a\u521a\u521b\u5efa\u7684\u201cWeatherBot\u201d\u8fdb\u884c\u5b9e\u65f6\u4ea4\u4e92\u4e86\u3002<\/p>\n\u5f53\u4f60\u95ee\u201c\u7ebd\u7ea6\u73b0\u5728\u5929\u6c14\u600e\u4e48\u6837\uff1f\u201d\u65f6\uff0cParlant<\/code>\u6846\u67b6\u4f1a\u8bc6\u522b\u51fa\u8fd9\u4e2a\u610f\u56fe\u7b26\u5408\u4f60\u8bbe\u5b9a\u7684condition<\/code>\uff0c\u7136\u540e\u81ea\u52a8\u6267\u884c\u7ed1\u5b9a\u7684action<\/code>\u548ctools<\/code>\uff0c\u5373\u8c03\u7528get_weather<\/code>\u51fd\u6570\uff0c\u5e76\u6839\u636eaction<\/code>\u4e2d\u7684\u63cf\u8ff0\u751f\u6210\u53cb\u597d\u7684\u56de\u590d\u3002<\/p>\n\u6838\u5fc3\u6982\u5ff5\uff1a\u884c\u4e3a\u51c6\u5219 (Guidelines)<\/h3>\n
\u884c\u4e3a\u51c6\u5219\u662fParlant\u6700\u5f3a\u5927\u7684\u529f\u80fd\u3002 \u5b83\u89e3\u51b3\u4e86\u4f20\u7edf\u65b9\u6cd5\u4e2d\u667a\u80fd\u4f53\u53ef\u80fd\u5ffd\u7565\u5197\u957f\u7cfb\u7edf\u63d0\u793a\u7684\u95ee\u9898\u3002 \u4f60\u4e0d\u518d\u9700\u8981\u7948\u7977LLM\u80fd\u7406\u89e3\u4f60\u7684\u610f\u56fe\uff0c\u800c\u662f\u53ef\u4ee5\u76f4\u63a5\u89c4\u5b9a\u5b83\u7684\u884c\u4e3a\u3002<\/p>\n
\u4e00\u4e2a\u51c6\u5219\u7531\u51e0\u4e2a\u90e8\u5206\u7ec4\u6210\uff1a<\/p>\n
\ncondition<\/code>: \u89e6\u53d1\u8be5\u51c6\u5219\u7684\u6761\u4ef6\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u3002\u4f8b\u5982\uff1a\u201c\u7528\u6237\u60c5\u7eea\u6fc0\u52a8\u5e76\u8981\u6c42\u9000\u6b3e\u201d\u3002<\/li>\naction<\/code>: \u6ee1\u8db3\u6761\u4ef6\u65f6\u667a\u80fd\u4f53\u5e94\u6267\u884c\u7684\u52a8\u4f5c\uff0c\u540c\u6837\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u3002\u4f8b\u5982\uff1a\u201c\u9996\u5148\u5b89\u629a\u7528\u6237\u60c5\u7eea\uff0c\u7136\u540e\u8c03\u7528\u8ba2\u5355\u67e5\u8be2\u5de5\u5177\u786e\u8ba4\u9000\u6b3e\u8d44\u683c\u201d\u3002<\/li>\ntools<\/code>: \u7ed1\u5b9a\u5230\u8be5\u51c6\u5219\u7684\u4e00\u4e2a\u6216\u591a\u4e2a\u5de5\u5177\u3002\u5f53\u51c6\u5219\u88ab\u6fc0\u6d3b\u65f6\uff0c\u8fd9\u4e9b\u5de5\u5177\u5c06\u88ab\u8c03\u7528\u3002<\/li>\n<\/ul>\nParlant\u7684\u5f15\u64ce\u4f1a\u5b9e\u65f6\u5206\u6790\u5bf9\u8bdd\u4e0a\u4e0b\u6587\uff0c\u5e76\u52a8\u6001\u5339\u914d\u6700\u5408\u9002\u7684\u51c6\u5219\u7ec4\u5408\u6765\u6307\u5bfcLLM\u751f\u6210\u56de\u590d\u3002\u8fd9\u79cd\u65b9\u5f0f\u6781\u5927\u5730\u63d0\u5347\u4e86\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u53ef\u9884\u6d4b\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n
\u5e94\u7528\u573a\u666f<\/h2>\n\n- \u5ba2\u6237\u670d\u52a1<\/strong>
\n\u5728\u5ba2\u6237\u670d\u52a1\u9886\u57df\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5b9a\u4e49\u4e25\u683c\u7684\u5bf9\u8bdd\u6d41\u7a0b\u548c\u95ee\u9898\u5904\u7406\u51c6\u5219\u3002\u4f8b\u5982\uff0c\u4e3a\u9000\u6b3e\u8bf7\u6c42\u3001\u6280\u672f\u652f\u6301\u3001\u8ba2\u5355\u67e5\u8be2\u7b49\u573a\u666f\u8bbe\u5b9a\u4e0d\u540c\u7684\u884c\u4e3a\u51c6\u5219\uff0c\u786e\u4fdd\u667a\u80fd\u4f53\u59cb\u7ec8\u9075\u5faa\u516c\u53f8\u653f\u7b56\uff0c\u63d0\u4f9b\u6807\u51c6\u3001\u51c6\u786e\u4e14\u6709\u540c\u7406\u5fc3\u7684\u670d\u52a1\uff0c\u5e76\u5728\u68c0\u6d4b\u5230\u7528\u6237\u8d1f\u9762\u60c5\u7eea\u65f6\u81ea\u52a8\u5f15\u5bfc\u81f3\u4eba\u5de5\u5ba2\u670d\u3002<\/li>\n- \u91d1\u878d\u670d\u52a1<\/strong>
\n\u5728\u5408\u89c4\u6027\u8981\u6c42\u6781\u9ad8\u7684\u91d1\u878d\u884c\u4e1a\uff0cParlant\u53ef\u4ee5\u786e\u4fddAI\u667a\u80fd\u4f53\u5728\u63d0\u4f9b\u6295\u8d44\u5efa\u8bae\u6216\u5904\u7406\u5ba2\u6237\u8d26\u6237\u4fe1\u606f\u65f6\uff0c\u4e25\u683c\u9075\u5b88\u6cd5\u5f8b\u6cd5\u89c4\u3002\u53ef\u4ee5\u8bbe\u5b9a\u51c6\u5219\uff0c\u907f\u514d\u63d0\u4f9b\u672a\u7ecf\u6388\u6743\u7684\u8d22\u52a1\u5efa\u8bae\uff0c\u5e76\u5728\u6d89\u53ca\u654f\u611f\u64cd\u4f5c\u65f6\u5f3a\u5236\u8fdb\u884c\u8eab\u4efd\u9a8c\u8bc1\u3002<\/li>\n- \u533b\u7597\u4fdd\u5065<\/strong>
\n\u533b\u7597\u9886\u57df\u7684AI\u52a9\u624b\u9700\u8981\u5904\u7406\u654f\u611f\u7684\u60a3\u8005\u6570\u636e\uff0c\u5e76\u4e14\u4e0d\u80fd\u63d0\u4f9b\u9519\u8bef\u7684\u533b\u7597\u5efa\u8bae\u3002\u4f7f\u7528Parlant\u53ef\u4ee5\u8bbe\u5b9a\u4e25\u683c\u7684\u9690\u79c1\u4fdd\u62a4\u51c6\u5219\uff0c\u786e\u4fdd\u5bf9\u8bdd\u5185\u5bb9\u7b26\u5408HIPAA\u7b49\u6cd5\u89c4\u8981\u6c42\uff0c\u5e76\u5728\u7528\u6237\u63cf\u8ff0\u4e25\u91cd\u75c7\u72b6\u65f6\uff0c\u7acb\u5373\u5efa\u8bae\u5176\u5bfb\u6c42\u4e13\u4e1a\u533b\u7597\u5e2e\u52a9\uff0c\u800c\u4e0d\u662f\u5c1d\u8bd5\u81ea\u884c\u8bca\u65ad\u3002<\/li>\n- \u7535\u5b50\u5546\u52a1<\/strong>
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