{"id":5619,"date":"2025-11-17T20:53:10","date_gmt":"2025-11-17T12:53:10","guid":{"rendered":"http:\/\/xinblog.ltd\/?p=5619"},"modified":"2025-11-27T11:01:28","modified_gmt":"2025-11-27T03:01:28","slug":"6-dify%e4%b8%ad%e7%9a%84%e5%b7%a5%e4%bd%9c%e6%b5%81","status":"publish","type":"post","link":"http:\/\/xinblog.ltd\/?p=5619","title":{"rendered":"6.Dify\u4e2d\u7684\u5de5\u4f5c\u6d41"},"content":{"rendered":"<p>Dify\u4e2d\u7684\u5de5\u4f5c\u6d41<\/p>\n<p>\u8fd9\u91cc\u4ecd\u7136\u662f\u4e00\u7ae0\u5bf9\u4e8eDify\u4e2d\u5de5\u4f5c\u6d41\u76f8\u5173\u77e5\u8bc6\u7684\u4ecb\u7ecd\uff0c\u4e0d\u8fc7\u5728\u4ecb\u7ecd\u8fc7\u7a0b\u4e2d\uff0c\u4ecd\u7136\u662f\u57fa\u4e8e\u7b14\u8005\u7684\u89c6\u89d2\uff0c\u5bf9\u4e8e\u4e2a\u4eba\u89c9\u7740\u6bd4\u8f83\u91cd\u8981\u7684\u77e5\u8bc6\u70b9\u8fdb\u884c\u8bb0\u5f55\u3002<\/p>\n<ol>\n<li>\u5de5\u4f5c\u6d41\u7b80\u4ecb<\/li>\n<\/ol>\n<p>\u5206\u4e3a\u4e24\u79cdChatflow\u548cWorkflow<\/p>\n<p>Chatflow\uff1a\u9762\u5411\u5bf9\u8bdd\u7c7b\u60c5\u666f\uff0c\u5305\u62ec\u5ba2\u6237\u670d\u52a1\u3001\u8bed\u4e49\u641c\u7d22\u8fd9\u7c7b\u4ea4\u4e92\u5f0f\u5bf9\u8bdd<\/p>\n<p>\u4e00\u822c\u662f\u7ed9\u4e88\u6307\u4ee4 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\u4e09\u90e8\u5206\u5185\u5bb9<\/p>\n<p>\u8fd8\u53ef\u4ee5\u7ed9LLM\u8bbe\u7f6e\u8bb0\u5fc6\u548c\u8bb0\u5fc6\u7a97\u53e3\u7684\u5927\u5c0f<\/p>\n<ol>\n<li>\u77e5\u8bc6\u68c0\u7d22<\/li>\n<\/ol>\n<p>\u8fd9\u91cc\u4e3b\u8981\u662f\u7ed9\u6d41\u4e2d\u7684\u540e\u7eed\u8282\u70b9\u63d0\u4f9b\u5916\u90e8\u77e5\u8bc6\u68c0\u7d22\u7684\u80fd\u529b\u3002\u9996\u5148\u5728\u77e5\u8bc6\u68c0\u7d22\u8282\u70b9\u5c06\u7528\u6237\u95ee\u9898\u6700\u76f8\u5173\u7684\u77e5\u8bc6\u8fdb\u884c\u68c0\u7d22\u5e76\u53ec\u56de\u3002\u7136\u540e\u5c06\u95ee\u9898\u548c\u68c0\u7d22\u7684\u4e0a\u4e0b\u6587\u4f20\u8f93\u7ed9\u540e\u7eed\u8282\u70b9\u3002<\/p>\n<p>\u914d\u7f6e\u6bd4\u8f83\u597d\u73a9<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"254\" height=\"319\" class=\"wp-image-5621\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-22.png\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-22.png 254w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-22-239x300.png 239w\" sizes=\"(max-width: 254px) 100vw, 254px\" \/><\/p>\n<p>\u8bbe\u7f6e\u67e5\u8be2\u53d8\u91cf\u4e3a\u7528\u6237\u8f93\u51fasys.query<\/p>\n<p>\u8bbe\u7f6e\u77e5\u8bc6\u5e93<\/p>\n<p>\u5236\u5b9a\u53ec\u56de\u6a21\u5f0f\uff08\u6743\u91cd\u8fd8\u662fRerank\u6a21\u578b\uff09<\/p>\n<p>\u8fd9\u6837\u4f1a\u8f93\u51faresult\u6570\u7ec4\uff0c\u65b9\u4fbf\u540e\u7eed\u64cd\u4f5c\uff0c\u5e38\u89c1\u7684\u6709LLM\u6216\u8005code\u8282\u70b9\u3002<\/p>\n<ol>\n<li>\u4ee3\u7801\u6267\u884c<\/li>\n<\/ol>\n<p>\u8d1f\u8d23\u6267\u884cPython\u6216\u8005NodeJS\u4ee3\u7801\u6765\u8fdb\u884c\u6570\u636e\u8f6c\u6362\u3002<\/p>\n<p>\u4e00\u822c\u6765\u8bf4\u5c31\u662f\u63d0\u53d6\u6570\u636e\uff0c\u6bd4\u5982\u5229\u7528Json\u7c7b\u5e93\uff0cjson.loads\u6765\u8fdb\u884c\u63d0\u53d6<\/p>\n<p>\u4f46\u9700\u8981\u6ce8\u610f\uff0c\u5bf9\u4e8e\u4ee3\u7801\u6267\u884c\uff0c\u4e00\u822c\u662f\u6267\u884c\u5728\u6c99\u7bb1\u4e2d\uff0c\u786e\u4fdd\u5b89\u5168\uff0c\u6240\u4ee5\u5bf9\u4e8e\u76f4\u63a5\u8bbf\u95ee\u6587\u4ef6\u7cfb\u7edf\uff0c\u7f51\u7edc\u8bf7\u6c42\u8fd9\u7c7b\u64cd\u4f5c\uff0c\u8bf7\u6ce8\u610f\u3002<\/p>\n<ol>\n<li>\u6587\u6863\u63d0\u53d6\u5668<\/li>\n<\/ol>\n<p>\u4e3b\u8981\u662f\u5c06\u6587\u6863\u8fdb\u884c\u6587\u672c\u63d0\u53d6\uff0c\u4f9b\u4e0b\u6e38\u4f7f\u7528\uff0c\u589e\u5f3a\u67d0\u4e9b\u4e0d\u652f\u6301\u6587\u6863\u8bfb\u53d6\u7684LLM\u80fd\u529b\u3002<\/p>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u56e0\u4e3a\u6ca1\u6709\u9a71\u52a8LLm\uff0c\u6240\u4ee5\u53ea\u80fd\u53bb\u8bfb\u53d6\u6587\u6863\u7c7b\u578b\u7684\u4fe1\u606f\u3002<\/p>\n<ol>\n<li>\u53d8\u91cf\u805a\u5408<\/li>\n<\/ol>\n<p>\u5c06\u591a\u8def\u5206\u652f\u7684\u53d8\u91cf\u805a\u5408\u4e3a\u4e00\u4e2a\u53d8\u91cf\uff0c\u5b9e\u73b0\u4e0b\u6e38\u7684\u7edf\u4e00\u914d\u7f6e<\/p>\n<p>\u6bd4\u5982\uff0c\u867d\u7136\u4e0d\u540c\u7684\u5206\u652f\u7ecf\u8fc7\u4e86\u4e0d\u540c\u7684\u77e5\u8bc6\u5e93\u68c0\u7d22\uff0c\u4f46\u662f\u4e0b\u6e38LLM\u64cd\u4f5c\u662f\u4e00\u6837\u7684\uff0c\u8fd9\u65f6\u5019\u5c31\u53ef\u4ee5\u4f7f\u7528\u591a\u8def\u805a\u5408\u6765\u64cd\u4f5c\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"1270\" height=\"618\" class=\"wp-image-5622\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-23.png\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-23.png 1270w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-23-300x146.png 300w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-23-1024x498.png 1024w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-23-768x374.png 768w\" sizes=\"(max-width: 1270px) 100vw, 1270px\" 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http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-24-300x78.png 300w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-24-1024x267.png 1024w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-24-768x200.png 768w\" sizes=\"(max-width: 1270px) 100vw, 1270px\" \/><\/p>\n<p>\u6839\u636e\u662f\u5426\u662f\u641c\u7d22\u5386\u53f2\uff0c\u6765\u8d70\u4e0d\u540c\u7684\u6d41\u7a0b<\/p>\n<p>\u8bbe\u7f6e\u4e00\u4e2a\u4f1a\u8bdd\u53d8\u91cfmemories\uff0c\u7c7b\u578b\u4e3aarray[objecy] \u8d1f\u8d23\u5b58\u50a8<\/p>\n<p>\u7136\u540e\u5206\u522b\u5224\u65ad\u5b58\u50a8\u8fd8\u662f\u8bfb\u53d6\u3002<\/p>\n<p>\u5bf9\u4e8e\u8fd9\u6837\u7684\u4e00\u4e2a\u4f1a\u8bdd\u53d8\u91cf\uff0c\u53ef\u4ee5\u5982\u4e0b\u914d\u7f6e<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"491\" height=\"584\" class=\"wp-image-5624\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-25.png\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-25.png 491w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-25-252x300.png 252w\" sizes=\"(max-width: 491px) 100vw, 491px\" \/><\/p>\n<ol>\n<li>\u53c2\u6570\u63d0\u53d6<\/li>\n<\/ol>\n<p>\u652f\u6301\u6839\u636e\u4e0a\u4e0b\u6d41\u8282\u70b9\u7684\u9700\u6c42\uff0c\u7ed3\u5408\u81ea\u7136\u8bed\u8a00\u63a8\u7406\uff0c\u83b7\u53d6\u5230\u7ed3\u6784\u5316\u53c2\u6570\uff0c\u7528\u4e8e\u540e\u7f6e\u7684\u5de5\u5177\u8c03\u7528\u6216HTTTP\u8bf7\u6c42\u3002<\/p>\n<p>\u914d\u7f6e\u65b9\u5f0f\u5982\u4e0b<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"375\" height=\"525\" class=\"wp-image-5625\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-26.png\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-26.png 375w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-26-214x300.png 214w\" sizes=\"(max-width: 375px) 100vw, 375px\" 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