RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It combines cutting-edge RAG technology with agent capabilities to create an excellent contextual layer for lifecycle management (LLM). It provides streamlined RAG workflows that can adapt to enterprises of all sizes. Powered by a unified context engine and prebuilt agent templates, RAGFlow enables developers to transform complex data into high-fidelity, production-ready AI systems with exceptional efficiency and precision.To help everyone make better use of RAGFlow, we have prepared a detailed tutorial. From environment configuration to connecting to 『Interface AI』, this guide will teach you how to get started with RAGFlow in 3 minutes!
Register and log in to JieKou.AI. Enter the invitation code【YGHNZ0】during registration to receive a $2 signup reward.Open the【API key】management page, click the add button, enter a custom key name, and generate an API key.
!Note: The key is encrypted and stored on the server. After creation, it cannot be viewed again. Please keep the key safe. If it is lost, you need to delete it in the console and create a new key.
For more configuration details about RAGFlow, you can refer to the RAGFlow documentation.
Last modified on June 10, 2026
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https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=f67b70957216af8b3e7a5977f5b5034a 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=9ae87c8ca8f575e54b092bc342e1c22a 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=f9c2737d628e9e753b86a347e0d4813a 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=fa35bd8ba2808601a9c7191b5520fdf4 2500w`}),`\n`,_jsx(_components.p,{children:`Open the【API key】management page, click the add button, enter a custom key name, and generate an API key.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=c9e84d535312e3f853410855663fd2e7`,alt:`Example Image2`,\"data-og-width\":`1893`,width:`1893`,\"data-og-height\":`1056`,height:`1056`,\"data-path\":`images/common_apikey_menu.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=280\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=5ceb4753969c68eca81715725c672614 280w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=560\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=788c5fecd67d38362677c17ffcc4bd6b 560w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=840\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=5019b93e87178e95ef47449f287bff6b 840w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=1100\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=3ef20d91dcdeb585ab3454d933788df7 1100w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=1650\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=066207e11ec63dcaf74be042a2042240 1650w, https://mintcdn.com/jiekou/jZWTU8DENg390ghC/images/common_apikey_menu.png?w=2500\u0026fit=max\u0026auto=format\u0026n=jZWTU8DENg390ghC\u0026q=85\u0026s=7415477787f1f5a27f922ae2e78432fa 2500w`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_3.png?fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=f0c6277859a61e9610b18844c6239b4e`,alt:`Example Image3`,\"data-og-width\":`1897`,width:`1897`,\"data-og-height\":`938`,height:`938`,\"data-path\":`images/ragflow_3.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_3.png?w=280\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=77c2e382aa4866c679e3192a8d4b8194 280w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_3.png?w=560\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=14728a0709ab9d9bccef91976ece3d5c 560w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_3.png?w=840\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=895398a7f67470a62efc53ce0a5df97e 840w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_3.png?w=1100\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=977e78237b6edb19686a911bfb14dd99 1100w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_3.png?w=1650\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=6f9c19ee6a9283341772a3dfffe2127f 1650w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_3.png?w=2500\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=1d290a1c5a041f5b71c4407b65ad4c10 2500w`}),`\n`,_jsx(Heading,{level:`3`,id:`2-generate-and-save-the-api-key`,children:`(2) Generate and save the API key`}),`\n`,_jsx(_components.p,{children:`!Note: The key is encrypted and stored on the server. After creation, it cannot be viewed again. Please keep the key safe. If it is lost, you need to delete it in the console and create a new key.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=30053211224f16298aefbe8602e71089`,alt:`Example Image4`,\"data-og-width\":`1909`,width:`1909`,\"data-og-height\":`906`,height:`906`,\"data-path\":`images/common_apikey_save.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=e00d49076738f1f49932d65ad63dae89 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=75e94eb42a7908f2447d046ec787a169 560w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=98f0d28470f57642346820484f396dd6 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=3b24e7f8dccec9f4332c94bec5e8ae65 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=f7d9d3807ae7acb4f29a37b3d93da07f 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=95e16ca97be77d0f9021b2c9379fba2f 2500w`}),`\n`,_jsx(Heading,{level:`3`,id:`3-obtain-the-model-id-you-need-to-use`,children:`(3) Obtain the model ID you need to use`}),`\n`,_jsx(_components.p,{children:`Find the model you want to use in the JieKou.AI Model Marketplace, then copy the modelid and base URL.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=29c3faf0dd833d9b8bbee105c96c80f1`,alt:`Example Image5`,\"data-og-width\":`1894`,width:`1894`,\"data-og-height\":`887`,height:`887`,\"data-path\":`images/common_model_square-gemini-3-pro.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=517d8efab995c8bce423f689bc3d387b 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=89532669305d19d9568d1d322b27dd70 560w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=87aeabc880cef2f0a2a5602b6c6b9315 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=d1be176cd1ecdd229af0f474e0a9439d 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=7fef709f3a118f5da26a760b992adf8d 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_model_square-gemini-3-pro.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=cfc441137129ef83a8b007d29b465a13 2500w`}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsx(_components.li,{children:`Gemini-3-pro-preview`}),`\n`,_jsx(_components.li,{children:`Gemini-2.5-pro`}),`\n`,_jsx(_components.li,{children:`Claude-sonnet-4-5`}),`\n`,_jsx(_components.li,{children:`Gpt-5.1`}),`\n`,_jsx(_components.li,{children:`Gpt-4o`}),`\n`]}),`\n`,_jsxs(_components.p,{children:[`For other model IDs, maximum context lengths, and pricing, refer to: `,_jsx(_components.a,{href:`https://jiekou.ai/models-console/library?auth_res=success\u0026is_reg=false`,children:`Model Marketplace`})]}),`\n`,_jsx(Heading,{level:`2`,id:`2-add-and-configure-an-llm-in-ragflow`,children:`2. Add and configure an LLM in RAGFlow`}),`\n`,_jsxs(Heading,{level:`3`,id:`1-visit-the-ragflow-official-website`,children:[`(1) Visit the `,_jsx(_components.a,{href:`https://ragflow.io/`,children:`RAGFlow official website`})]}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_6.png?fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=e2bee53f85c4032e71edd30dac854d90`,alt:`Example Image6`,\"data-og-width\":`1890`,width:`1890`,\"data-og-height\":`940`,height:`940`,\"data-path\":`images/ragflow_6.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_6.png?w=280\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=0fc6f66f4beb9154fcc6f2cd3207d2fd 280w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_6.png?w=560\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=9c97794ba6d240f7ad89560f5a3ab497 560w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_6.png?w=840\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=a7c7aab45a94d2b3a10a8512cddda130 840w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_6.png?w=1100\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=d49ef9f5e2c0db54e7c7b18424fe9784 1100w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_6.png?w=1650\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=8d514fdbf23efc4786add5575867f728 1650w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_6.png?w=2500\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=8e73f3e3f8397ea083e54366a25c67ee 2500w`}),`\n`,_jsx(Heading,{level:`3`,id:`2-add-a-model`,children:`(2) Add a model`}),`\n`,_jsx(_components.p,{children:`Select【Model Provider】, find【OpenAI-API-Compatible】, and click【Add Model】`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_7.png?fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=b596fd313f9a4b5b09337c983913ab03`,alt:`Example Image7`,\"data-og-width\":`1891`,width:`1891`,\"data-og-height\":`935`,height:`935`,\"data-path\":`images/ragflow_7.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_7.png?w=280\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=d6732efcfc2e85293821887cd95f71cf 280w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_7.png?w=560\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=064a914fbf48f4d63c1fd3198286be00 560w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_7.png?w=840\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=f938685f99913914807db5cf612d35a4 840w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_7.png?w=1100\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=2eb4ed338abec3869c02655f24398712 1100w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_7.png?w=1650\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=9a15c20a8efb8f3b41ccf398e2ae813c 1650w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_7.png?w=2500\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=a7c84a78b27cbf0678bec9f54d61819c 2500w`}),`\n`,_jsx(Heading,{level:`3`,id:`3-select-and-fill-in-the-corresponding-configuration`,children:`(3) Select and fill in the corresponding configuration.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_8.png?fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=08a07e66bdd0b2af890450caaed6df0e`,alt:`Example Image8`,\"data-og-width\":`1873`,width:`1873`,\"data-og-height\":`929`,height:`929`,\"data-path\":`images/ragflow_8.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_8.png?w=280\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=66ae705d0bfe66f2b60ba15a96f247b4 280w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_8.png?w=560\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=ad1caf939da814a9d79290efbf29f4d5 560w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_8.png?w=840\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=a74c41e2fcae1addf78b5a2069681f34 840w, https://mintcdn.com/jiekou/pF-N45tDYnwOGbkA/images/ragflow_8.png?w=1100\u0026fit=max\u0026auto=format\u0026n=pF-N45tDYnwOGbkA\u0026q=85\u0026s=cfc8a34a3a3cb436b94eeb35df67badd 1100w, 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