{"id":18723,"date":"2025-01-18T14:01:35","date_gmt":"2025-01-18T06:01:35","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=18723"},"modified":"2025-01-18T14:12:13","modified_gmt":"2025-01-18T06:12:13","slug":"flowiseai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/flowiseai\/","title":{"rendered":"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762"},"content":{"rendered":"<p>FlowiseAI \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u4f4e\u4ee3\u7801\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u6784\u5efa\u81ea\u5b9a\u4e49\u7684LLM\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09\u5e94\u7528\u548cAI\u4ee3\u7406\u3002\u901a\u8fc7\u7b80\u5355\u7684\u62d6\u653e\u754c\u9762\uff0c\u7528\u6237\u53ef\u4ee5\u5feb\u901f\u521b\u5efa\u548c\u8fed\u4ee3LLM\u5e94\u7528\uff0c\u4ece\u6d4b\u8bd5\u5230\u751f\u4ea7\u7684\u8fc7\u7a0b\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u3002FlowiseAI \u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6a21\u677f\u548c\u96c6\u6210\u9009\u9879\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u8f7b\u677e\u5b9e\u73b0\u590d\u6742\u7684\u903b\u8f91\u548c\u6761\u4ef6\u8bbe\u7f6e\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u5e94\u7528\u573a\u666f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18724\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c4b22f287d34601.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"1093\" height=\"516\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c4b22f287d34601.png 1093w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c4b22f287d34601-300x142.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c4b22f287d34601-1024x483.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c4b22f287d34601-768x363.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c4b22f287d34601-18x8.png 18w\" sizes=\"auto, (max-width: 1093px) 100vw, 1093px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u62d6\u653e\u754c\u9762\uff1a\u901a\u8fc7\u7b80\u5355\u7684\u62d6\u653e\u64cd\u4f5c\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u6d41\u3002<\/li>\n<li>\u6a21\u677f\u652f\u6301\uff1a\u5185\u7f6e\u591a\u79cd\u6a21\u677f\uff0c\u5feb\u901f\u5f00\u59cb\u6784\u5efa\u5e94\u7528\u3002<\/li>\n<li>\u96c6\u6210\u9009\u9879\uff1a\u652f\u6301\u4e0eLangChain\u548cGPT\u7b49\u5de5\u5177\u7684\u96c6\u6210\u3002<\/li>\n<li>\u7528\u6237\u8ba4\u8bc1\uff1a\u652f\u6301\u7528\u6237\u540d\u548c\u5bc6\u7801\u8ba4\u8bc1\uff0c\u786e\u4fdd\u5e94\u7528\u5b89\u5168\u3002<\/li>\n<li>Docker\u652f\u6301\uff1a\u63d0\u4f9bDocker\u955c\u50cf\uff0c\u65b9\u4fbf\u90e8\u7f72\u548c\u7ba1\u7406\u3002<\/li>\n<li>\u5f00\u53d1\u8005\u53cb\u597d\uff1a\u652f\u6301\u591a\u79cd\u5f00\u53d1\u73af\u5883\u548c\u5de5\u5177\uff0c\u4fbf\u4e8e\u4e8c\u6b21\u5f00\u53d1\u3002<\/li>\n<li>\u6587\u6863\u4e30\u5bcc\uff1a\u63d0\u4f9b\u8be6\u7ec6\u7684\u6587\u6863\u548c\u6559\u7a0b\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u4e0b\u8f7d\u5e76\u5b89\u88c5NodeJS<\/strong>\uff1a\u786e\u4fddNodeJS\u7248\u672c&gt;=18.15.0\u3002<\/li>\n<li><strong>\u5b89\u88c5Flowise<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   npm install -g flowise\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u542f\u52a8Flowise<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   npx flowise start\r\n<\/code><\/pre>\n<p>\u5982\u679c\u9700\u8981\u7528\u6237\u540d\u548c\u5bc6\u7801\u8ba4\u8bc1\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>   npx flowise start --FLOWISE_USERNAME=user --FLOWISE_PASSWORD=1234\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u8bbf\u95ee\u5e94\u7528<\/strong>\uff1a\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00http:\/\/localhost:3000\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u521b\u5efa\u65b0\u9879\u76ee<\/strong>\uff1a\u5728Flowise\u754c\u9762\u4e2d\uff0c\u70b9\u51fb\u201c\u65b0\u5efa\u9879\u76ee\u201d\u6309\u94ae\uff0c\u8f93\u5165\u9879\u76ee\u540d\u79f0\u5e76\u9009\u62e9\u6a21\u677f\u3002<\/li>\n<li><strong>\u62d6\u653e\u7ec4\u4ef6<\/strong>\uff1a\u4ece\u5de6\u4fa7\u5de5\u5177\u680f\u4e2d\u62d6\u653e\u6240\u9700\u7684\u7ec4\u4ef6\u5230\u5de5\u4f5c\u533a\uff0c\u914d\u7f6e\u7ec4\u4ef6\u5c5e\u6027\u3002<\/li>\n<li><strong>\u8fde\u63a5\u7ec4\u4ef6<\/strong>\uff1a\u901a\u8fc7\u62d6\u52a8\u8fde\u63a5\u7ebf\uff0c\u5c06\u7ec4\u4ef6\u8fde\u63a5\u8d77\u6765\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u6d41\u7a0b\u3002<\/li>\n<li><strong>\u6d4b\u8bd5\u5e94\u7528<\/strong>\uff1a\u70b9\u51fb\u201c\u8fd0\u884c\u201d\u6309\u94ae\uff0c\u6d4b\u8bd5\u5e94\u7528\u7684\u529f\u80fd\u548c\u6548\u679c\u3002<\/li>\n<li><strong>\u90e8\u7f72\u5e94\u7528<\/strong>\uff1a\u5b8c\u6210\u6d4b\u8bd5\u540e\uff0c\u53ef\u4ee5\u5c06\u5e94\u7528\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\uff0c\u4f7f\u7528Docker\u955c\u50cf\u8fdb\u884c\u7ba1\u7406\u548c\u7ef4\u62a4\u3002<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>\u96c6\u6210LangChain<\/strong>\uff1a\u5728\u7ec4\u4ef6\u914d\u7f6e\u4e2d\uff0c\u9009\u62e9LangChain\u96c6\u6210\u9009\u9879\uff0c\u8f93\u5165\u76f8\u5173\u53c2\u6570\uff0c\u5373\u53ef\u5b9e\u73b0\u4e0eLangChain\u7684\u65e0\u7f1d\u5bf9\u63a5\u3002<\/li>\n<li><strong>\u7528\u6237\u8ba4\u8bc1<\/strong>\uff1a\u5728.env\u6587\u4ef6\u4e2d\u6dfb\u52a0<code>FLOWISE_USERNAME<\/code>\u548c<code>FLOWISE_PASSWORD<\/code>\u53d8\u91cf\uff0c\u542f\u52a8\u5e94\u7528\u65f6\u5c06\u81ea\u52a8\u542f\u7528\u7528\u6237\u8ba4\u8bc1\u529f\u80fd\u3002<\/li>\n<li><strong>\u4f7f\u7528\u6a21\u677f<\/strong>\uff1a\u5728\u65b0\u5efa\u9879\u76ee\u65f6\u9009\u62e9\u5408\u9002\u7684\u6a21\u677f\uff0c\u53ef\u4ee5\u5feb\u901f\u642d\u5efa\u5e38\u89c1\u5e94\u7528\uff0c\u5982PDF\u95ee\u7b54\u3001Excel\u6570\u636e\u5904\u7406\u7b49\u3002<\/li>\n<\/ul>\n<h3>\u5e38\u89c1\u95ee\u9898<\/h3>\n<ul>\n<li><strong>\u5185\u5b58\u4e0d\u8db3<\/strong>\uff1a\u5982\u679c\u5728\u6784\u5efa\u8fc7\u7a0b\u4e2d\u9047\u5230\u5185\u5b58\u4e0d\u8db3\u7684\u95ee\u9898\uff0c\u53ef\u4ee5\u589e\u52a0Node.js\u7684\u5806\u5185\u5b58\u5927\u5c0f\uff1a<\/li>\n<\/ul>\n<pre><code>  export NODE_OPTIONS=\"--max-old-space-size=4096\"\r\npnpm build\r\n<\/code><\/pre>\n<ul>\n<li><strong>Docker\u90e8\u7f72<\/strong>\uff1a\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6784\u5efa\u548c\u8fd0\u884cDocker\u955c\u50cf\uff1a<\/li>\n<\/ul>\n<pre><code>  docker build --no-cache -t flowise .\r\ndocker run -d --name flowise -p 3000:3000 flowise\r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u7528\u6237\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u4f7f\u7528FlowiseAI\uff0c\u6784\u5efa\u548c\u90e8\u7f72\u81ea\u5b9a\u4e49\u7684LLM\u5e94\u7528\uff0c\u63d0\u5347\u5f00\u53d1\u6548\u7387\u548c\u5e94\u7528\u6027\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u6848\u4f8b\uff1a\u4f7f\u7528 FlowiseAI \u6784\u5efa\u4e00\u4e2a\u65b0\u95fb\u81ea\u52a8\u64b0\u5199\u7cfb\u7edf<\/h2>\n<h3>Flowise \u591a\u5de5\u4f5c\u6d41\u793a\u610f\u56fe<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-18726\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/134a29669261919.jpg\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"532\" height=\"470\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/134a29669261919.jpg 615w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/134a29669261919-300x265.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/134a29669261919-14x12.jpg 14w\" sizes=\"auto, (max-width: 532px) 100vw, 532px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3>Flowise \u914d\u7f6e\u6d41\u7a0b<\/h3>\n<p>1. \u6211\u4eec\u4f7f\u7528Flowise\u6784\u5efa\u4e00\u4e2a\u65b0\u95fb\u81ea\u52a8\u64b0\u5199\u7cfb\u7edf\uff0c\u9996\u5148\u6211\u4eec\u5728Flowise\u7684agentflows\u4e2d\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u4ee3\u7406\uff0c\u547d\u540d\u4e3a&#8221;\u65b0\u95fb\u81ea\u52a8\u64b0\u5199\u7cfb\u7edf&#8221;\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18727\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/d6c618075cd6f30.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"1920\" height=\"699\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/d6c618075cd6f30.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/d6c618075cd6f30-300x109.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/d6c618075cd6f30-1024x373.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/d6c618075cd6f30-768x280.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/d6c618075cd6f30-1536x559.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/d6c618075cd6f30-18x7.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>2. \u6211\u4eec\u5728\u754c\u9762\u4e0a\u4f9d\u6b21\u62d6\u5165\u4e00\u4e2aSupervisor\uff0c\u548c3\u4e2aWorker\uff0c\u5e76\u5c06\u5b83\u4eec\u547d\u540d\u53ca\u8fde\u63a5\u8d77\u6765\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18728\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/2b16f39f7e937b5.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"1294\" height=\"690\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/2b16f39f7e937b5.png 1294w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/2b16f39f7e937b5-300x160.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/2b16f39f7e937b5-1024x546.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/2b16f39f7e937b5-768x410.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/2b16f39f7e937b5-18x10.png 18w\" sizes=\"auto, (max-width: 1294px) 100vw, 1294px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>3. \u8bbe\u7f6e\u6bcf\u4e2a\u4ee3\u7406\u7684\u63d0\u793a\u8bcd\uff1a<\/p>\n<pre># Supervisor\r\n\r\n\u4f60\u662f\u4e00\u4e2aSupervisor\uff0c\u8d1f\u8d23\u7ba1\u7406\u4ee5\u4e0b\u5de5\u4f5c\u8005\u4e4b\u95f4\u7684\u4ea4\u6d41\uff1a`{team_members}`\u3002\r\n\r\n## \u4efb\u52a1\u6d41\u7a0b\r\n\r\n1. **\u53d1\u9001\u4efb\u52a1\u7ed9worker1** \r\n\u6307\u793aworker1\u641c\u7d22\u6700\u65b0\u7684\u65b0\u95fb\u3002\r\n\r\n2. **\u7b49\u5f85worker1\u8fd4\u56de\u7ed3\u679c** \r\n\u5c06worker1\u8fd4\u56de\u7684\u6700\u65b0\u65b0\u95fb\u5185\u5bb9\u4f20\u9012\u7ed9worker2\u3002\r\n\r\n3. **\u7b49\u5f85worker2\u5b8c\u6210\u4efb\u52a1** \r\n\u6307\u793aworker2\u5c06\u65b0\u95fb\u7f16\u5199\u6210\u6587\u7ae0\u540e\uff0c\u5c06\u6587\u7ae0\u5185\u5bb9\u4f20\u9012\u7ed9worker3\u3002\r\n\r\n4. **\u786e\u8ba4\u4efb\u52a1\u5b8c\u6210** \r\n\u786e\u4fddworker3\u6210\u529f\u4fdd\u5b58\u6587\u7ae0\u540e\uff0c\u901a\u77e5\u4efb\u52a1\u5b8c\u6210\u3002\r\n\r\n## \u6ce8\u610f\u4e8b\u9879\r\n\r\n- \u59cb\u7ec8\u4ee5\u51c6\u786e\u3001\u534f\u8c03\u7684\u65b9\u5f0f\u8c03\u5ea6\u4efb\u52a1\u3002\r\n- \u786e\u4fdd\u6bcf\u4e00\u6b65\u90fd\u5b8c\u6574\u4e14\u65e0\u9057\u6f0f\u3002<\/pre>\n<p>&nbsp;<\/p>\n<pre># worker1\r\n\r\n\u4f60\u662f\u4e00\u4e2a\u65b0\u95fb\u641c\u7d22\u5f15\u64ce\uff0c\u8d1f\u8d23\u4e3a\u8c03\u7528\u8005\u63d0\u4f9b\u6700\u65b0\u7684\u65b0\u95fb\u4fe1\u606f\u3002\u4ee5\u4e0b\u662f\u4f60\u7684\u5177\u4f53\u4efb\u52a1\u8981\u6c42\uff1a\r\n\r\n1. **\u641c\u7d22\u6700\u65b0\u7684 10 \u6761\u65b0\u95fb**\uff1a\u57fa\u4e8e\u63a5\u6536\u5230\u7684\u8bf7\u6c42\uff0c\u67e5\u627e\u7b26\u5408\u6761\u4ef6\u7684\u6700\u65b0\u65b0\u95fb\u5185\u5bb9\u3002\r\n2. **\u63d0\u53d6\u5173\u952e\u4fe1\u606f**\uff1a\u4ece\u641c\u7d22\u5230\u7684\u65b0\u95fb\u4e2d\uff0c\u63d0\u53d6\u4ee5\u4e0b\u4fe1\u606f\uff1a\r\n- **\u6807\u9898**\uff1a\u65b0\u95fb\u7684\u6807\u9898\r\n- **\u6458\u8981**\uff1a\u65b0\u95fb\u5185\u5bb9\u7684\u7b80\u77ed\u6982\u8ff0\r\n- **\u6765\u6e90**\uff1a\u65b0\u95fb\u94fe\u63a5\r\n- **\u6838\u5fc3\u70b9**\uff1a\u65b0\u95fb\u7684\u6838\u5fc3\u8981\u70b9\u6216\u4e3b\u8981\u4fe1\u606f\r\n3. **\u8fd4\u56de\u6e05\u6670\u7ed3\u6784\u5316\u4fe1\u606f**\uff1a\u5c06\u4e0a\u8ff0\u4fe1\u606f\u4ee5\u6e05\u6670\u7684\u683c\u5f0f\u8fd4\u56de\u7ed9\u8c03\u7528\u8005\u3002\r\n\r\n### \u8f93\u51fa\u793a\u4f8b\uff1a\r\n\r\n- **\u6807\u9898**: [\u65b0\u95fb\u6807\u9898] \r\n- **\u6458\u8981**: [\u65b0\u95fb\u6458\u8981] \r\n- **\u6765\u6e90**: [\u65b0\u95fb\u94fe\u63a5] \r\n- **\u6838\u5fc3\u70b9**: [\u65b0\u95fb\u6838\u5fc3\u70b9]\r\n\r\n### \u6ce8\u610f\u4e8b\u9879\uff1a\r\n\r\n- **\u65f6\u6548\u6027**\uff1a\u786e\u4fdd\u63d0\u4f9b\u7684\u65b0\u95fb\u662f\u6700\u65b0\u7684\u3002 \r\n- **\u51c6\u786e\u6027**\uff1a\u786e\u4fdd\u63d0\u53d6\u7684\u4fe1\u606f\u51c6\u786e\u65e0\u8bef\u3002<\/pre>\n<p>&nbsp;<\/p>\n<pre># worker2\r\n\r\n### \u4efb\u52a1\u63cf\u8ff0\r\n1. **\u6839\u636e\u63d0\u4f9b\u7684\u65b0\u95fb\u6807\u9898\u3001\u6458\u8981\u548c\u5185\u5bb9\u6765\u6e90\uff0c\u7f16\u5199\u4e00\u7bc7\u5b8c\u6574\u4e14\u6d41\u7545\u7684\u6587\u7ae0**\uff1a\u786e\u4fdd\u6587\u7ae0\u903b\u8f91\u6e05\u6670\uff0c\u7d27\u6263\u63d0\u4f9b\u7684\u4fe1\u606f\uff0c\u8868\u8fbe\u81ea\u7136\u3002\r\n2. **\u8bed\u8a00\u8981\u6c42**\uff1a\u7b80\u6d01\u660e\u4e86\uff0c\u907f\u514d\u5197\u957f\u7684\u8868\u8ff0\uff0c\u505a\u5230\u8a00\u4e4b\u6709\u7269\u3002\r\n3. **\u683c\u5f0f\u8981\u6c42**\uff1a\r\n- \u6807\u9898\u5355\u72ec\u6210\u884c\uff0c\u9192\u76ee\u7a81\u51fa\u3002\r\n- \u6b63\u6587\u5206\u6bb5\u5408\u7406\uff0c\u5c42\u6b21\u5206\u660e\uff0c\u65b9\u4fbf\u9605\u8bfb\u3002\r\n\r\n### \u8f93\u51fa\u793a\u4f8b\r\n\u4ee5\u4e0b\u4e3a\u6587\u7ae0\u7684\u57fa\u672c\u7ed3\u6784\u548c\u793a\u4f8b\u683c\u5f0f\uff1a\r\n\r\n```markdown\r\n# \u65b0\u95fb\u6807\u9898\uff08\u5c45\u4e2d\u6216\u5355\u72ec\u4e00\u884c\uff09\r\n\r\n\u6b63\u6587\u5185\u5bb9\u7b2c\u4e00\u6bb5\uff1a\u5f00\u7bc7\u5f15\u51fa\u65b0\u95fb\u4e3b\u9898\uff0c\u70b9\u660e\u4e8b\u4ef6\u7684\u80cc\u666f\u6216\u6838\u5fc3\u5185\u5bb9\u3002\r\n\r\n\u6b63\u6587\u5185\u5bb9\u7b2c\u4e8c\u6bb5\uff1a\u8be6\u7ec6\u63cf\u8ff0\u65b0\u95fb\u7684\u4e3b\u8981\u5185\u5bb9\uff0c\u8865\u5145\u5fc5\u8981\u7ec6\u8282\uff0c\u4f7f\u5185\u5bb9\u66f4\u52a0\u5145\u5b9e\u3002\r\n\r\n\u6b63\u6587\u5185\u5bb9\u7b2c\u4e09\u6bb5\uff1a\u5206\u6790\u6216\u8bc4\u8bba\u65b0\u95fb\u4e8b\u4ef6\u7684\u610f\u4e49\u3001\u53ef\u80fd\u7684\u5f71\u54cd\u6216\u4e0b\u4e00\u6b65\u53d1\u5c55\u3002\r\n\r\n\u6b63\u6587\u5185\u5bb9\u7b2c\u56db\u6bb5\uff08\u53ef\u9009\uff09\uff1a\u603b\u7ed3\u5168\u6587\uff0c\u547c\u5e94\u5f00\u5934\uff0c\u7ed9\u8bfb\u8005\u7559\u4e0b\u6df1\u523b\u5370\u8c61\u3002<\/pre>\n<p>&nbsp;<\/p>\n<pre># worker3\r\n\r\n\u4f60\u7684\u4efb\u52a1\u662f\uff1a\r\n\r\n1. \u63a5\u6536\u5b8c\u6574\u7684\u6587\u7ae0\u5185\u5bb9\uff0c\u5305\u62ec\u6807\u9898\u548c\u6b63\u6587\u3002\r\n2. \u6839\u636e\u6807\u9898\u4e3a\u6587\u4ef6\u547d\u540d\uff0c\u786e\u4fdd\u6587\u4ef6\u540d\u7b80\u6d01\u4e14\u6709\u610f\u4e49\uff08\u4f8b\u5982\uff1a\u4f7f\u7528\u6807\u9898\u7684\u524d\u51e0\u4e2a\u8bcd\u5e76\u53bb\u9664\u7279\u6b8a\u5b57\u7b26\uff09\u3002\r\n3. \u5c06\u6587\u4ef6\u4fdd\u5b58\u4e3aTXT\u683c\u5f0f\u5230\u6307\u5b9a\u7684\u7535\u8111\u8def\u5f84\u3002\r\n4. \u8fd4\u56de\u4fdd\u5b58\u7684\u6587\u4ef6\u8def\u5f84\u548c\u6210\u529f\u72b6\u6001\u7ed9\u8c03\u7528\u8005\u3002\u4f8b\u5982\uff1a\r\n- \u6587\u4ef6\u8def\u5f84: [\u4fdd\u5b58\u8def\u5f84]\r\n- \u72b6\u6001: \u4fdd\u5b58\u6210\u529f<\/pre>\n<p>&nbsp;<\/p>\n<p>4. \u8bbe\u7f6eSupervisor\u7684Tool Calling Chat Model \u548c Agent Memory\uff0c\u8bf7\u6839\u636e\u81ea\u5df1\u5b9e\u9645\u60c5\u51b5\uff0c\u9009\u62e9\u5408\u9002\u7684\u5927\u6a21\u578b\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18729\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/6d2b37c27f75692.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"559\" height=\"806\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/6d2b37c27f75692.png 559w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/6d2b37c27f75692-208x300.png 208w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/6d2b37c27f75692-8x12.png 8w\" sizes=\"auto, (max-width: 559px) 100vw, 559px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>5. \u4e3aworker1\u9009\u62e9\u5408\u9002\u7684\u641c\u7d22\u5de5\u5177\uff0c\u8bf7\u6839\u636e\u81ea\u5df1\u7684\u73af\u5883\u9009\u62e9\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18730\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c69212fe7dfda63.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"561\" height=\"567\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c69212fe7dfda63.png 561w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c69212fe7dfda63-297x300.png 297w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c69212fe7dfda63-12x12.png 12w\" sizes=\"auto, (max-width: 561px) 100vw, 561px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>6. \u4e3aworker3\u9009\u62e9\u5408\u9002\u7684\u6587\u4ef6\u4fdd\u5b58\u5de5\u5177\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18731\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e94e786be9ab54d.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"490\" height=\"566\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e94e786be9ab54d.png 490w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e94e786be9ab54d-260x300.png 260w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e94e786be9ab54d-10x12.png 10w\" sizes=\"auto, (max-width: 490px) 100vw, 490px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>7. \u6700\u7ec8\u6574\u4f53\u914d\u7f6e\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18732\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/abf39b33149ed60.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"907\" height=\"645\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/abf39b33149ed60.png 907w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/abf39b33149ed60-300x213.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/abf39b33149ed60-768x546.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/abf39b33149ed60-18x12.png 18w\" sizes=\"auto, (max-width: 907px) 100vw, 907px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>8. \u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u70b9\u5f00\u53f3\u4e0a\u89d2\u7684\u5bf9\u8bdd\u6846\uff0c\u8f93\u5165\u5173\u952e\u8bcd&#8221;\u5927\u6a21\u578b&#8221;\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18733\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/42e864d88fa7a72.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"489\" height=\"684\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/42e864d88fa7a72.png 489w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/42e864d88fa7a72-214x300.png 214w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/42e864d88fa7a72-9x12.png 9w\" sizes=\"auto, (max-width: 489px) 100vw, 489px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18734\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1b6aa737b31cf6a.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"482\" height=\"680\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1b6aa737b31cf6a.png 482w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1b6aa737b31cf6a-213x300.png 213w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1b6aa737b31cf6a-9x12.png 9w\" sizes=\"auto, (max-width: 482px) 100vw, 482px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18735\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/720d21491a76b13.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"484\" height=\"691\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/720d21491a76b13.png 484w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/720d21491a76b13-210x300.png 210w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/720d21491a76b13-8x12.png 8w\" sizes=\"auto, (max-width: 484px) 100vw, 484px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18736\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/499a5d9f33628ef.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"481\" height=\"685\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/499a5d9f33628ef.png 481w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/499a5d9f33628ef-211x300.png 211w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/499a5d9f33628ef-8x12.png 8w\" sizes=\"auto, (max-width: 481px) 100vw, 481px\" \/><\/p>\n<p>\u6211\u4eec\u770b\u5230worker\u4f9d\u6b21\u6267\u884c\uff0c\u5b8c\u6210\u4e86\u6211\u4eec\u914d\u7f6e\u7684\u4efb\u52a1\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>9. \u70b9\u51fb\u53f3\u4e0a\u89d2\u7684\u4ee3\u7801\u56fe\u6807\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u770b\u5230\u5982\u4f55\u8c03\u7528\u6b64\u7cfb\u7edf\u7684API\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18737\" title=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/a1e0a5724754c85.png\" alt=\"FlowiseAI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49LLM\u5e94\u7528\u7684\u8282\u70b9\u62d6\u653e\u754c\u9762-1\" width=\"1132\" height=\"489\" 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