{"id":5627,"date":"2025-11-25T20:53:42","date_gmt":"2025-11-25T12:53:42","guid":{"rendered":"http:\/\/xinblog.ltd\/?p=5627"},"modified":"2025-11-27T11:01:37","modified_gmt":"2025-11-27T03:01:37","slug":"9-dify-%e4%b8%ad%e5%ba%94%e7%94%a8%e7%b1%bb%e5%9e%8b%e5%8f%8a%e7%ae%80%e4%bb%8b","status":"publish","type":"post","link":"http:\/\/xinblog.ltd\/?p=5627","title":{"rendered":"9.Dify \u4e2d\u5e94\u7528\u7c7b\u578b\u53ca\u7b80\u4ecb"},"content":{"rendered":"\n<p>Dify \u4e2d\u5e94\u7528\u7c7b\u578b\u53ca\u7b80\u4ecb<\/p>\n\n\n\n<p>Dify\u4e2d\u63d0\u4f9b\u4e86\u4e94\u79cd\u7c7b\u578b\u7684\u5e94\u7528<\/p>\n\n\n\n<p>\u804a\u5929\u52a9\u624b \u6587\u672c\u751f\u6210\u5e94\u7528 Agent \u5bf9\u8bdd\u6d41 \u5de5\u4f5c\u6d41<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1382\" height=\"1176\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27.png\" alt=\"\" class=\"wp-image-5628\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27.png 1382w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27-300x255.png 300w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27-1024x871.png 1024w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27-768x654.png 768w\" sizes=\"(max-width: 1382px) 100vw, 1382px\" \/><\/figure>\n\n\n\n<p>\u5982\u679c\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5e94\u7528<\/p>\n\n\n\n<p>\u90a3\u4e48\u76f4\u63a5\u5728\u5bfc\u822a\u680f\u4e2d\u7684\u5de5\u4f5c\u5ba4\u9875\u9762\u4e2d\uff0c\u9009\u62e9\u4ece\u7a7a\u767d\u521b\u5efa\u4e00\u4e2a\u5373\u53ef\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u8bbe\u7f6e\u540d\u5b57\u548c\u56fe\u6807\u7b49\u3002<\/p>\n\n\n\n<p>\u9664\u4e86\u8fd9\u79cd\u65b9\u5f0f\uff0c\u4e5f\u53ef\u4ee5\u5c06\u521b\u5efa\u597d\u7684\u5e94\u7528\u4f5c\u4e3aDSL\u6587\u4ef6\u8fdb\u884c\u5bfc\u51fa<\/p>\n\n\n\n<p>\u5c06DSL\u6587\u4ef6\u5bfc\u5165\u4e3a\u5e94\u7528<\/p>\n\n\n\n<p>\u8fd9\u91cc\u9996\u5148\u521b\u5efa\u4e00\u4e2a\u804a\u5929\u52a9\u624b<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"518\" height=\"302\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-28.png\" alt=\"\" class=\"wp-image-5629\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-28.png 518w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-28-300x175.png 300w\" sizes=\"(max-width: 518px) 100vw, 518px\" \/><\/figure>\n\n\n\n<p>\u8fdb\u5165\u5230\u7f16\u6392\u9875\u9762<\/p>\n\n\n\n<p>\u9996\u5148\u7ed9\u51fa\u63d0\u793a\u8bcd<\/p>\n\n\n\n<p>\u4e3b\u8981\u662f\u544a\u8bc9AI\u8be5\u505a\u4ec0\u4e48\uff0c\u626e\u6f14\u4ec0\u4e48\u89d2\u8272\uff0c\u6709\u4ec0\u4e48\u53ef\u7528\u7684\u4e0a\u4e0b\u6587<\/p>\n\n\n\n<p>\u9664\u6b64\u5916\uff0c\u8fd8\u6709\u4e9b\u4f18\u5316\u9879\uff0c\u6bd4\u5982\u52a0\u4e0a\u5bf9\u8bdd\u5f00\u573a\u767d<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"442\" height=\"332\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-29.png\" alt=\"\" class=\"wp-image-5630\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-29.png 442w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-29-300x225.png 300w\" sizes=\"(max-width: 442px) 100vw, 442px\" \/><\/figure>\n\n\n\n<p>\u6dfb\u52a0\u6570\u4e2a\u5f00\u573a\u767d\uff0c\u8ba9\u6bcf\u6b21\u5bf9\u8bdd\u7684\u65f6\u5019\u4f7f\u7528\u968f\u673a\u5f00\u573a\u767d<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u4e00\u4e9b\u652f\u6301\u8bfb\u53d6\u6587\u4ef6\u7684LLM\uff0c\u53ef\u4ee5\u5728\u4e0b\u65b9\u5f00\u542f\u6587\u6863\u7684\u529f\u80fd\uff0c\u8ba9LLM\u652f\u6301\u8bfb\u53d6\u6587\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"546\" height=\"266\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-30.png\" alt=\"\" class=\"wp-image-5631\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-30.png 546w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-30-300x146.png 300w\" sizes=\"(max-width: 546px) 100vw, 546px\" \/><\/figure>\n\n\n\n<p>\u4e4b\u540e\u5c31\u53ef\u4ee5\u8fdb\u884c\u8c03\u8bd5\u4e86\uff0c\u540c\u65f6\u8fd8\u652f\u6301\u591a\u6a21\u578b\u8c03\u8bd5<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"632\" height=\"672\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-31.png\" alt=\"\" class=\"wp-image-5632\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-31.png 632w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-31-282x300.png 282w\" sizes=\"(max-width: 632px) 100vw, 632px\" \/><\/figure>\n\n\n\n<p>\u53ef\u4ee5\u8ba9\u4e00\u4e2a\u95ee\u9898\u540c\u65f6\u8c03\u7528\u591a\u4e2a\u5927\u6a21\u578b\uff0c\u6700\u7ec8\u65b9\u4fbf\u8c03\u8bd5<\/p>\n\n\n\n<p>\u5176\u6b21\u5bf9\u4e8eAgent<\/p>\n\n\n\n<p>Agent\u8fd9\u4e2a\u6982\u5ff5\u53ef\u4ee5\u67e5\u770b\u672c\u535a\u5ba2LangChain\u7684\u4ecb\u7ecd<\/p>\n\n\n\n<p>\u5728\u4f7f\u7528\u4e2d\uff0c\u53ef\u4ee5\u76f4\u63a5\u5c06\u5de5\u5177\u6dfb\u52a0\u7ed9Agent<\/p>\n\n\n\n<p>\u76ee\u524d\uff0cDify\u63d0\u4f9b\u4e86\u7b2c\u4e00\u65b9\u7684\u5de5\u5177\u548c\u81ea\u5b9a\u4e49\u5de5\u5177\uff08\u9700\u8981\u7b26\u5408OpenAPI\u6216\u8005Swagger\u89c4\u8303\uff09<\/p>\n\n\n\n<p>\u8fd8\u652f\u6301\u8bbe\u7f6eLLM\u7684\u63a8\u7406\u6a21\u5f0f\uff0c\u65e0\u8bba\u662fFunction calling\u8fd8\u662fReAct\u6a21\u5f0f\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u67d0\u4e9b\u5c1a\u672a\u652f\u6301Function calling\u7684\u6a21\u578b\uff0c\u53ef\u4ee5\u4f7f\u7528ReAct\u6846\u67b6\u5b9e\u73b0\u3002<\/p>\n\n\n\n<p>\u6700\u540e\u6211\u4eec\u804a\u804aLLM\u4e2d\u7684\u589e\u5f3a\u529f\u80fd<\/p>\n\n\n\n<p>\u521a\u521a\u8bf4\u4e86\u5f00\u573a\u767d\uff0c\u9664\u6b64\u5916\u8fd8\u6709<\/p>\n\n\n\n<p>\u4e0b\u4e00\u6b65\u5efa\u8bae<\/p>\n\n\n\n<p>\u6bd4\u5982\u6839\u636e\u4e4b\u524d\u7684\u5bf9\u8bdd\u5185\u5bb9\u7ee7\u7eed\u751f\u62103\u4e2a\u63d0\u95ee\uff0c\u5f15\u5bfc\u5f00\u542f\u4e0b\u4e00\u8f6e\u5bf9\u8bdd<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"996\" height=\"716\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-32.png\" alt=\"\" class=\"wp-image-5633\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-32.png 996w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-32-300x216.png 300w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-32-768x552.png 768w\" sizes=\"(max-width: 996px) 100vw, 996px\" \/><\/figure>\n\n\n\n<p>\u6587\u5b57\u8f6c\u8bed\u97f3<\/p>\n\n\n\n<p>\u8bed\u97f3\u8f6c\u6587\u5b57<\/p>\n\n\n\n<p>\u5f15\u7528\u4e0e\u5f52\u5c5e\uff08\u652f\u6301LLM\u5728\u5bf9\u8bdd\u4e2d\uff0c\u5c06\u81ea\u5df1\u7684\u56de\u590d\u5f15\u7528\u81ea\u54ea\u4e2a\u6587\u6863\u4e00\u5e76\u629b\u51fa\uff09<\/p>\n\n\n\n<p>\u5185\u5bb9\u5ba1\u67e5<\/p>\n\n\n\n<p>\u6b64\u652f\u6301\u68c0\u6d4b\u7279\u5b9a\u654f\u611f\u8bcd\uff0c\u6216\u8005\u8c03\u7528\u7279\u5b9a\u4f9b\u5e94\u5546\u63d0\u4f9b\u7684\u5ba1\u67e5\u7684API\uff0c<\/p>\n\n\n\n<p>\u8bf8\u5982OpenAI Moderation API\uff0c\u4ee5\u53ca\u6211\u4eec\u53ef\u4ee5\u81ea\u5b9a\u4e49\u4e00\u4e2aApi\u8fdb\u884c\u96c6\u6210\u3002\uff08\u5224\u65ad\u7528\u6237\u8f93\u5165\u8bcd\uff09<\/p>\n\n\n\n<p>\u6807\u6ce8\u56de\u590d<\/p>\n\n\n\n<p>\u7c7b\u4f3c\u8bbe\u5b9a\u63d0\u524d\u5199\u597d\u7684\u95ee\u9898+\u56de\u590d<\/p>\n\n\n\n<p>\u5982\u679c\u7528\u6237\u63d0\u51fa\u7684\u95ee\u9898\u53ef\u4ee5\u5339\u914d\u5411\u91cf\u5e93\u4e2d\u5b58\u50a8\u7684\u95ee\u9898\u7684\u65f6\u5019\uff0c\u76f4\u63a5\u8fd4\u56de\u9884\u5148\u8bbe\u5b9a\u597d\u7684\u56de\u590d\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u5f00\u542f\u5e76\u8bbe\u7f6eScore\u548cEmbedding\u6a21\u578b\uff0c\u5176\u4e2dEmbedding\u6a21\u578b\u4f9b\u6587\u672c\u5411\u91cf\u5316\u548c\u67e5\u8be2\u3002<\/p>\n\n\n\n<p>\u4f7f\u7528\u65b9\u5f0f\u4e3a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"388\" height=\"160\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-33.png\" alt=\"\" class=\"wp-image-5634\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-33.png 388w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-33-300x124.png 300w\" sizes=\"(max-width: 388px) 100vw, 388px\" \/><\/figure>\n\n\n\n<p>\u7f16\u8f91\u56de\u590d\u3002<\/p>\n\n\n\n<p>\u522b\u5fd8\u4e86\u5728\u5e94\u7528\u6784\u5efa-\u65e5\u5fd7\u6807\u6ce8-\u6807\u6ce8\u4e2d\u5f00\u542f\u6807\u6ce8\u56de\u590d\u5f00\u5173\u3002<\/p>\n\n\n\n<p>\u9664\u6b64\u5916\u8fd8\u652f\u6301\u6807\u6ce8\u7684\u5bfc\u5165\u5bfc\u51fa\u529f\u80fd\u4ee5\u53ca\u67e5\u770b\u6807\u6ce8\u547d\u4e2d\u5386\u53f2\u3002<\/p>\n\n\n<p>Dify \u4e2d\u5e94\u7528\u7c7b\u578b\u53ca\u7b80\u4ecb<\/p>\n<p>Dify\u4e2d\u63d0\u4f9b\u4e86\u4e94\u79cd\u7c7b\u578b\u7684\u5e94\u7528<\/p>\n<p>\u804a\u5929\u52a9\u624b \u6587\u672c\u751f\u6210\u5e94\u7528 Agent \u5bf9\u8bdd\u6d41 \u5de5\u4f5c\u6d41<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"1382\" height=\"1176\" class=\"wp-image-5628\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27.png\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27.png 1382w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27-300x255.png 300w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27-1024x871.png 1024w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-27-768x654.png 768w\" sizes=\"(max-width: 1382px) 100vw, 1382px\" \/><\/p>\n<p>\u5982\u679c\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5e94\u7528<\/p>\n<p>\u90a3\u4e48\u76f4\u63a5\u5728\u5bfc\u822a\u680f\u4e2d\u7684\u5de5\u4f5c\u5ba4\u9875\u9762\u4e2d\uff0c\u9009\u62e9\u4ece\u7a7a\u767d\u521b\u5efa\u4e00\u4e2a\u5373\u53ef\u3002<\/p>\n<p>\u9700\u8981\u8bbe\u7f6e\u540d\u5b57\u548c\u56fe\u6807\u7b49\u3002<\/p>\n<p>\u9664\u4e86\u8fd9\u79cd\u65b9\u5f0f\uff0c\u4e5f\u53ef\u4ee5\u5c06\u521b\u5efa\u597d\u7684\u5e94\u7528\u4f5c\u4e3aDSL\u6587\u4ef6\u8fdb\u884c\u5bfc\u51fa<\/p>\n<p>\u5c06DSL\u6587\u4ef6\u5bfc\u5165\u4e3a\u5e94\u7528<\/p>\n<p>\u8fd9\u91cc\u9996\u5148\u521b\u5efa\u4e00\u4e2a\u804a\u5929\u52a9\u624b<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"518\" height=\"302\" class=\"wp-image-5629\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-28.png\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-28.png 518w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-28-300x175.png 300w\" sizes=\"(max-width: 518px) 100vw, 518px\" \/><\/p>\n<p>\u8fdb\u5165\u5230\u7f16\u6392\u9875\u9762<\/p>\n<p>\u9996\u5148\u7ed9\u51fa\u63d0\u793a\u8bcd<\/p>\n<p>\u4e3b\u8981\u662f\u544a\u8bc9AI\u8be5\u505a\u4ec0\u4e48\uff0c\u626e\u6f14\u4ec0\u4e48\u89d2\u8272\uff0c\u6709\u4ec0\u4e48\u53ef\u7528\u7684\u4e0a\u4e0b\u6587<\/p>\n<p>\u9664\u6b64\u5916\uff0c\u8fd8\u6709\u4e9b\u4f18\u5316\u9879\uff0c\u6bd4\u5982\u52a0\u4e0a\u5bf9\u8bdd\u5f00\u573a\u767d<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"442\" height=\"332\" class=\"wp-image-5630\" src=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-29.png\" srcset=\"http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-29.png 442w, http:\/\/xinblog.ltd\/wp-content\/uploads\/2025\/03\/word-image-29-300x225.png 300w\" sizes=\"(max-width: 442px) 100vw, 442px\" 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