diff --git a/404.html b/404.html index 8fea2608..f2a5ffbb 100644 --- a/404.html +++ b/404.html @@ -4,7 +4,7 @@ OpenRAG - + diff --git a/agents/index.html b/agents/index.html index 6182b1f8..bcc446ab 100644 --- a/agents/index.html +++ b/agents/index.html @@ -4,7 +4,7 @@ Use Langflow in OpenRAG | OpenRAG - + diff --git a/assets/js/749371cc.676ec1ad.js b/assets/js/749371cc.5005a885.js similarity index 86% rename from assets/js/749371cc.676ec1ad.js rename to assets/js/749371cc.5005a885.js index 891a3de9..2de3f152 100644 --- a/assets/js/749371cc.676ec1ad.js +++ b/assets/js/749371cc.5005a885.js @@ -1 +1 @@ -"use strict";(globalThis.webpackChunkopenrag_docs=globalThis.webpackChunkopenrag_docs||[]).push([[2272],{309:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[];function i(e){const n={a:"a",code:"code",li:"li",p:"p",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Install ",(0,s.jsx)(n.a,{href:"https://docs.astral.sh/uv/getting-started/installation/",children:"uv"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Install ",(0,s.jsx)(n.a,{href:"https://podman.io/docs/installation",children:"Podman"})," (recommended) or ",(0,s.jsx)(n.a,{href:"https://docs.docker.com/get-docker/",children:"Docker"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Install ",(0,s.jsx)(n.a,{href:"https://docs.podman.io/en/latest/markdown/podman-compose.1.html",children:(0,s.jsx)(n.code,{children:"podman-compose"})})," or ",(0,s.jsx)(n.a,{href:"https://docs.docker.com/compose/install/",children:"Docker Compose"}),".\nTo use Docker Compose with Podman, you must alias Docker Compose commands to Podman commands."]}),"\n"]}),"\n"]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},887:(e,n,r)=>{r.d(n,{Ay:()=>h,RM:()=>c});var s=r(4848),t=r(8453),o=r(9179),i=r(1470),l=r(9365),a=r(3059);const c=[{value:"Complete the application onboarding process",id:"application-onboarding",level:2},...a.RM];function d(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",strong:"strong",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(n.h2,{id:"application-onboarding",children:"Complete the application onboarding process"}),"\n",(0,s.jsxs)(n.p,{children:["The first time you start the OpenRAG application, you must complete the application onboarding process to select language and embedding models that are essential for OpenRAG features like the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["Some of these variables, such as the embedding models, can be changed seamlessly after onboarding.\nOthers are immutable and require you to destroy and recreate the OpenRAG containers.\nFor more information, see the ",(0,s.jsx)(n.a,{href:"/reference/configuration",children:"OpenRAG environment variables reference"}),"."]}),"\n",(0,s.jsx)(n.p,{children:"You can use different providers for your language model and embedding model, such as Anthropic for the language model and OpenAI for the embedding model.\nAdditionally, you can set multiple embedding models."}),"\n",(0,s.jsx)(n.p,{children:"You only need to complete onboarding for your preferred providers."}),"\n",(0,s.jsxs)(i.A,{groupId:"Provider",children:[(0,s.jsxs)(l.A,{value:"Anthropic",label:"Anthropic",default:!0,children:[(0,s.jsx)(n.admonition,{type:"info",children:(0,s.jsx)(n.p,{children:"Anthropic doesn't provide embedding models. If you select Anthropic for your language model, you must select a different provider for the embedding model."})}),(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Enter your Anthropic API key, or enable ",(0,s.jsx)(n.strong,{children:"Use environment API key"})," to pull the key from your ",(0,s.jsxs)(n.a,{href:"/reference/configuration",children:["OpenRAG ",(0,s.jsx)(n.code,{children:".env"})," file"]}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Under ",(0,s.jsx)(n.strong,{children:"Advanced settings"}),", select the language model that you want to use."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select a provider for embeddings, provide the required information, and then select the embedding model you want to use.\nFor information about another provider's credentials and settings, see the instructions for that provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["After you configure the embedding model, OpenRAG uses your credentials and models to ingest some ",(0,s.jsx)(n.a,{href:"/knowledge#default-documents",children:"initial documents"}),". This tests the connection, and it allows you to ask OpenRAG about itself in the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),".\nIf there is a problem with the model configuration, an error occurs and you are redirected back to the application onboarding screen.\nVerify that the credential is valid and has access to the selected model, and then click ",(0,s.jsx)(n.strong,{children:"Complete"})," to retry ingestion."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Continue through the overview slides for a brief introduction to OpenRAG, or click ",(0,s.jsx)(o.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Skip overview"}),".\nThe overview demonstrates some basic functionality that is covered in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"})," and in other parts of the OpenRAG documentation."]}),"\n"]}),"\n"]})]}),(0,s.jsx)(l.A,{value:"IBM watsonx.ai",label:"IBM watsonx.ai",children:(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["For ",(0,s.jsx)(n.strong,{children:"watsonx.ai API Endpoint"}),", select the base URL for your watsonx.ai model deployment."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Enter your watsonx.ai deployment's project ID and API key."}),"\n",(0,s.jsxs)(n.p,{children:["You can enable ",(0,s.jsx)(n.strong,{children:"Use environment API key"})," to pull the key from your ",(0,s.jsxs)(n.a,{href:"/reference/configuration",children:["OpenRAG ",(0,s.jsx)(n.code,{children:".env"})," file"]}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Under ",(0,s.jsx)(n.strong,{children:"Advanced settings"}),", select the language model that you want to use."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select a provider for embeddings, provide the required information, and then select the embedding model you want to use.\nFor information about another provider's credentials and settings, see the instructions for that provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["After you configure the embedding model, OpenRAG uses your credentials and models to ingest some ",(0,s.jsx)(n.a,{href:"/knowledge#default-documents",children:"initial documents"}),". This tests the connection, and it allows you to ask OpenRAG about itself in the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),".\nIf there is a problem with the model configuration, an error occurs and you are redirected back to the application onboarding screen.\nVerify that the credentials are valid and have access to the selected model, and then click ",(0,s.jsx)(n.strong,{children:"Complete"})," to retry ingestion."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Continue through the overview slides for a brief introduction to OpenRAG, or click ",(0,s.jsx)(o.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Skip overview"}),".\nThe overview demonstrates some basic functionality that is covered in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"})," and in other parts of the OpenRAG documentation."]}),"\n"]}),"\n"]})}),(0,s.jsxs)(l.A,{value:"Ollama",label:"Ollama",children:[(0,s.jsx)(n.p,{children:"Using Ollama as your language and embedding model provider offers greater flexibility and configuration options for hosting models.\nHowever, it requires additional setup because Ollama isn't included with OpenRAG.\nYou must deploy Ollama separately if you want to use Ollama as a model provider."}),(0,s.jsx)(n.admonition,{type:"info",children:(0,s.jsx)(a.Ay,{})}),(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.a,{href:"https://docs.ollama.com/",children:"Install Ollama locally or on a remote server"}),", or ",(0,s.jsx)(n.a,{href:"https://docs.ollama.com/cloud",children:"run models in Ollama Cloud"}),"."]}),"\n",(0,s.jsx)(n.p,{children:"If you are running a remote server, it must be accessible from your OpenRAG deployment."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"In the OpenRAG onboarding dialog, enter your Ollama server's base URL:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Local Ollama server"}),": Enter your Ollama server's base URL and port. The default Ollama server address is ",(0,s.jsx)(n.code,{children:"http://localhost:11434"}),"."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Ollama Cloud"}),": Because Ollama Cloud models run at the same address as a local Ollama server and automatically offload to Ollama's cloud service, you can use the same base URL and port as you would for a local Ollama server. The default address is ",(0,s.jsx)(n.code,{children:"http://localhost:11434"}),"."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Remote server"}),": Enter your remote Ollama server's base URL and port, such as ",(0,s.jsx)(n.code,{children:"http://your-remote-server:11434"}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select the language model that your Ollama server is running."}),"\n",(0,s.jsx)(n.p,{children:"If your server isn't running any language models, you must either deploy a language model on your Ollama server, or use another provider for the language model."}),"\n",(0,s.jsx)(n.p,{children:"Language model and embedding model selections are independent.\nYou can use the same or different servers for each model."}),"\n",(0,s.jsx)(n.p,{children:"To use different providers for each model, you must configure both providers, and select the relevant model for each provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select a provider for embeddings, provide the required information, and then select the embedding model you want to use.\nFor information about another provider's credentials and settings, see the instructions for that provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["After you configure the embedding model, OpenRAG uses your credentials and models to ingest some ",(0,s.jsx)(n.a,{href:"/knowledge#default-documents",children:"initial documents"}),". This tests the connection, and it allows you to ask OpenRAG about itself in the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),".\nIf there is a problem with the model configuration, an error occurs and you are redirected back to the application onboarding screen.\nVerify that the server address is valid, and that the selected model is running on the server.\nThen, click ",(0,s.jsx)(n.strong,{children:"Complete"})," to retry ingestion."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Continue through the overview slides for a brief introduction to OpenRAG, or click ",(0,s.jsx)(o.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Skip overview"}),".\nThe overview demonstrates some basic functionality that is covered in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"})," and in other parts of the OpenRAG documentation."]}),"\n"]}),"\n"]})]}),(0,s.jsx)(l.A,{value:"OpenAI",label:"OpenAI (default)",children:(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Enter your OpenAI API key, or enable ",(0,s.jsx)(n.strong,{children:"Use environment API key"})," to pull the key from your ",(0,s.jsxs)(n.a,{href:"/reference/configuration",children:["OpenRAG ",(0,s.jsx)(n.code,{children:".env"})," file"]}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Under ",(0,s.jsx)(n.strong,{children:"Advanced settings"}),", select the language model that you want to use."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select a provider for embeddings, provide the required information, and then select the embedding model you want to use.\nFor information about another provider's credentials and settings, see the instructions for that provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["After you configure the embedding model, OpenRAG uses your credentials and models to ingest some ",(0,s.jsx)(n.a,{href:"/knowledge#default-documents",children:"initial documents"}),". This tests the connection, and it allows you to ask OpenRAG about itself in the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),".\nIf there is a problem with the model configuration, an error occurs and you are redirected back to the application onboarding screen.\nVerify that the credential is valid and has access to the selected model, and then click ",(0,s.jsx)(n.strong,{children:"Complete"})," to retry ingestion."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Continue through the overview slides for a brief introduction to OpenRAG, or click ",(0,s.jsx)(o.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Skip overview"}),".\nThe overview demonstrates some basic functionality that is covered in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"})," and in other parts of the OpenRAG documentation."]}),"\n"]}),"\n"]})})]})]})}function h(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(d,{...e})}):d(e)}},927:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[{value:"Next steps",id:"next-steps",level:2}];function i(e){const n={a:"a",h2:"h2",li:"li",strong:"strong",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(n.h2,{id:"next-steps",children:"Next steps"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["Try some of OpenRAG's core features in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"}),"."]}),"\n",(0,s.jsxs)(n.li,{children:["Learn how to ",(0,s.jsx)(n.a,{href:"/manage-services",children:"manage OpenRAG services"}),"."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.a,{href:"/ingestion",children:"Upload documents"}),", and then use the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})})," to explore your data."]}),"\n"]})]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},1470:(e,n,r)=>{r.d(n,{A:()=>w});var s=r(6540),t=r(4164),o=r(7559),i=r(3104),l=r(6347),a=r(205),c=r(7485),d=r(1682),h=r(679);function u(e){return s.Children.toArray(e).filter(e=>"\n"!==e).map(e=>{if(!e||(0,s.isValidElement)(e)&&function(e){const{props:n}=e;return!!n&&"object"==typeof n&&"value"in n}(e))return e;throw new Error(`Docusaurus error: Bad child <${"string"==typeof e.type?e.type:e.type.name}>: all children of the component should be , and every should have a unique "value" prop.`)})?.filter(Boolean)??[]}function p(e){const{values:n,children:r}=e;return(0,s.useMemo)(()=>{const e=n??function(e){return u(e).map(({props:{value:e,label:n,attributes:r,default:s}})=>({value:e,label:n,attributes:r,default:s}))}(r);return function(e){const n=(0,d.XI)(e,(e,n)=>e.value===n.value);if(n.length>0)throw new Error(`Docusaurus error: Duplicate values "${n.map(e=>e.value).join(", ")}" found in . Every value needs to be unique.`)}(e),e},[n,r])}function m({value:e,tabValues:n}){return n.some(n=>n.value===e)}function x({queryString:e=!1,groupId:n}){const r=(0,l.W6)(),t=function({queryString:e=!1,groupId:n}){if("string"==typeof e)return e;if(!1===e)return null;if(!0===e&&!n)throw new Error('Docusaurus error: The component groupId prop is required if queryString=true, because this value is used as the search param name. You can also provide an explicit value such as queryString="my-search-param".');return n??null}({queryString:e,groupId:n});return[(0,c.aZ)(t),(0,s.useCallback)(e=>{if(!t)return;const n=new URLSearchParams(r.location.search);n.set(t,e),r.replace({...r.location,search:n.toString()})},[t,r])]}function j(e){const{defaultValue:n,queryString:r=!1,groupId:t}=e,o=p(e),[i,l]=(0,s.useState)(()=>function({defaultValue:e,tabValues:n}){if(0===n.length)throw new Error("Docusaurus error: the component requires at least one children component");if(e){if(!m({value:e,tabValues:n}))throw new Error(`Docusaurus error: The has a defaultValue "${e}" but none of its children has the corresponding value. Available values are: ${n.map(e=>e.value).join(", ")}. If you intend to show no default tab, use defaultValue={null} instead.`);return e}const r=n.find(e=>e.default)??n[0];if(!r)throw new Error("Unexpected error: 0 tabValues");return r.value}({defaultValue:n,tabValues:o})),[c,d]=x({queryString:r,groupId:t}),[u,j]=function({groupId:e}){const n=function(e){return e?`docusaurus.tab.${e}`:null}(e),[r,t]=(0,h.Dv)(n);return[r,(0,s.useCallback)(e=>{n&&t.set(e)},[n,t])]}({groupId:t}),f=(()=>{const e=c??u;return m({value:e,tabValues:o})?e:null})();(0,a.A)(()=>{f&&l(f)},[f]);return{selectedValue:i,selectValue:(0,s.useCallback)(e=>{if(!m({value:e,tabValues:o}))throw new Error(`Can't select invalid tab value=${e}`);l(e),d(e),j(e)},[d,j,o]),tabValues:o}}var f=r(2303);const g={tabList:"tabList__CuJ",tabItem:"tabItem_LNqP"};var y=r(4848);function v({className:e,block:n,selectedValue:r,selectValue:s,tabValues:o}){const l=[],{blockElementScrollPositionUntilNextRender:a}=(0,i.a_)(),c=e=>{const n=e.currentTarget,t=l.indexOf(n),i=o[t].value;i!==r&&(a(n),s(i))},d=e=>{let n=null;switch(e.key){case"Enter":c(e);break;case"ArrowRight":{const r=l.indexOf(e.currentTarget)+1;n=l[r]??l[0];break}case"ArrowLeft":{const r=l.indexOf(e.currentTarget)-1;n=l[r]??l[l.length-1];break}}n?.focus()};return(0,y.jsx)("ul",{role:"tablist","aria-orientation":"horizontal",className:(0,t.A)("tabs",{"tabs--block":n},e),children:o.map(({value:e,label:n,attributes:s})=>(0,y.jsx)("li",{role:"tab",tabIndex:r===e?0:-1,"aria-selected":r===e,ref:e=>{l.push(e)},onKeyDown:d,onClick:c,...s,className:(0,t.A)("tabs__item",g.tabItem,s?.className,{"tabs__item--active":r===e}),children:n??e},e))})}function b({lazy:e,children:n,selectedValue:r}){const o=(Array.isArray(n)?n:[n]).filter(Boolean);if(e){const e=o.find(e=>e.props.value===r);return e?(0,s.cloneElement)(e,{className:(0,t.A)("margin-top--md",e.props.className)}):null}return(0,y.jsx)("div",{className:"margin-top--md",children:o.map((e,n)=>(0,s.cloneElement)(e,{key:n,hidden:e.props.value!==r}))})}function A(e){const n=j(e);return(0,y.jsxs)("div",{className:(0,t.A)(o.G.tabs.container,"tabs-container",g.tabList),children:[(0,y.jsx)(v,{...n,...e}),(0,y.jsx)(b,{...n,...e})]})}function w(e){const n=(0,f.A)();return(0,y.jsx)(A,{...e,children:u(e.children)},String(n))}},3059:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[];function i(e){const n={a:"a",code:"code",li:"li",p:"p",strong:"strong",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(n.p,{children:"OpenRAG isn't guaranteed to be compatible with all models that are available through Ollama.\nFor example, some models might produce unexpected results, such as JSON-formatted output instead of natural language responses, and some models aren't appropriate for the types of tasks that OpenRAG performs, such as those that generate media."}),"\n",(0,s.jsx)(n.p,{children:"The OpenRAG team recommends the following models when using Ollama as your model provider:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Language models"}),": ",(0,s.jsx)(n.code,{children:"gpt-oss:20b"})," or ",(0,s.jsx)(n.code,{children:"mistral-nemo:12b"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["If you choose ",(0,s.jsx)(n.code,{children:"gpt-oss:20b"}),", consider using Ollama Cloud or running Ollama on a remote machine because this model requires at least 16GB of RAM."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Embedding models"}),": ",(0,s.jsx)(n.a,{href:"https://ollama.com/library/nomic-embed-text",children:(0,s.jsx)(n.code,{children:"nomic-embed-text:latest"})}),", ",(0,s.jsx)(n.code,{children:"mxbai-embed-large:latest"}),", or ",(0,s.jsx)(n.code,{children:"embeddinggemma:latest"}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["You can experiment with other models, but if you encounter issues that you are unable to resolve through other RAG best practices (like context filters and prompt engineering), try switching to one of the recommended models.\nYou can submit an ",(0,s.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/issues",children:"OpenRAG GitHub issue"})," to request support for specific models."]})]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},3351:(e,n,r)=>{r.d(n,{Ay:()=>a,RM:()=>i});var s=r(4848),t=r(8453),o=r(3059);const i=[...o.RM];function l(e){const n={a:"a",admonition:"admonition",li:"li",p:"p",strong:"strong",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Gather the credentials and connection details for your preferred model providers.\nYou must have access to at least one language model and one embedding model.\nIf a provider offers both types, you can use the same provider for both models.\nIf a provider offers only one type, you must select two providers."}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"OpenAI"}),": Create an ",(0,s.jsx)(n.a,{href:"https://platform.openai.com/api-keys",children:"OpenAI API key"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Anthropic"}),": Create an ",(0,s.jsx)(n.a,{href:"https://www.anthropic.com/docs/api/reference",children:"Anthropic API key"}),".\nAnthropic provides language models only; you must select an additional provider for embeddings."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"IBM watsonx.ai"}),": Get your watsonx.ai API endpoint, IBM project ID, and IBM API key from your watsonx deployment."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Ollama"}),": Deploy an ",(0,s.jsx)(n.a,{href:"https://docs.ollama.com/",children:"Ollama instance and models"})," locally, in the cloud, or on a remote server. Then, get your Ollama server's base URL and the names of the models that you want to use."]}),"\n",(0,s.jsx)(n.admonition,{type:"info",children:(0,s.jsx)(o.Ay,{})}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Optional: Install GPU support with an NVIDIA GPU, ",(0,s.jsx)(n.a,{href:"https://docs.nvidia.com/cuda/",children:"CUDA"})," support, and compatible NVIDIA drivers on the OpenRAG host machine. If you don't have GPU capabilities, OpenRAG provides an alternate CPU-only deployment."]}),"\n"]}),"\n"]})}function a(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(l,{...e})}):l(e)}},4042:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[];function i(e){const n={a:"a",li:"li",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["Install ",(0,s.jsx)(n.a,{href:"https://www.python.org/downloads/release/python-3100/",children:"Python"})," version 3.13 or later."]}),"\n"]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},5788:(e,n,r)=>{r.r(n),r.d(n,{assets:()=>m,contentTitle:()=>p,default:()=>f,frontMatter:()=>u,metadata:()=>s,toc:()=>x});const s=JSON.parse('{"id":"get-started/docker","title":"Deploy OpenRAG with self-managed services","description":"To manage your own OpenRAG services, deploy OpenRAG with Docker or Podman.","source":"@site/docs/get-started/docker.mdx","sourceDirName":"get-started","slug":"/docker","permalink":"/docker","draft":false,"unlisted":false,"editUrl":"https://github.com/openrag/openrag/tree/main/docs/docs/get-started/docker.mdx","tags":[],"version":"current","frontMatter":{"title":"Deploy OpenRAG with self-managed services","slug":"/docker"},"sidebar":"tutorialSidebar","previous":{"title":"Install OpenRAG on Windows","permalink":"/install-windows"},"next":{"title":"Upgrade OpenRAG","permalink":"/upgrade"}}');var t=r(4848),o=r(8453),i=(r(1470),r(9365),r(887)),l=r(3351),a=r(309),c=r(6149),d=r(4042),h=r(927);r(3059);const u={title:"Deploy OpenRAG with self-managed services",slug:"/docker"},p=void 0,m={},x=[{value:"Prerequisites",id:"prerequisites",level:2},...c.RM,...d.RM,...a.RM,...l.RM,{value:"Prepare your deployment",id:"setup",level:2},{value:"Start services",id:"start-services",level:2},...i.RM,...h.RM];function j(e){const n={a:"a",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",pre:"pre",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",ul:"ul",...(0,o.R)(),...e.components};return(0,t.jsxs)(t.Fragment,{children:[(0,t.jsx)(n.p,{children:"To manage your own OpenRAG services, deploy OpenRAG with Docker or Podman."}),"\n",(0,t.jsxs)(n.p,{children:["Use this installation method if you don't want to ",(0,t.jsx)(n.a,{href:"/tui",children:"use the Terminal User Interface (TUI)"}),", or you need to run OpenRAG in an environment where using the TUI is unfeasible."]}),"\n",(0,t.jsx)(n.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,t.jsx)(c.Ay,{}),"\n",(0,t.jsx)(d.Ay,{}),"\n",(0,t.jsx)(a.Ay,{}),"\n",(0,t.jsx)(l.Ay,{}),"\n",(0,t.jsx)(n.h2,{id:"setup",children:"Prepare your deployment"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Clone the OpenRAG repository:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"git clone https://github.com/langflow-ai/openrag.git\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Change to the root of the cloned repository:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"cd openrag\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Install dependencies:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"uv sync\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Create a ",(0,t.jsx)(n.code,{children:".env"})," file at the root of the cloned repository."]}),"\n",(0,t.jsxs)(n.p,{children:["You can create an empty file or copy the repository's ",(0,t.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/blob/main/.env.example",children:(0,t.jsx)(n.code,{children:".env.example"})})," file.\nThe example file contains some of the ",(0,t.jsx)(n.a,{href:"/reference/configuration",children:"OpenRAG environment variables"})," to get you started with configuring your deployment."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"cp .env.example .env\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Edit the ",(0,t.jsx)(n.code,{children:".env"})," file to configure your deployment using ",(0,t.jsx)(n.a,{href:"/reference/configuration",children:"OpenRAG environment variables"}),".\nThe OpenRAG Docker Compose files pull values from your ",(0,t.jsx)(n.code,{children:".env"})," file to configure the OpenRAG containers.\nThe following variables are required or recommended:"]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsxs)(n.strong,{children:[(0,t.jsx)(n.code,{children:"OPENSEARCH_PASSWORD"})," (Required)"]}),": Sets the OpenSearch administrator password. It must adhere to the ",(0,t.jsx)(n.a,{href:"https://docs.opensearch.org/latest/security/configuration/demo-configuration/#setting-up-a-custom-admin-password",children:"OpenSearch password complexity requirements"}),"."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:(0,t.jsx)(n.code,{children:"LANGFLOW_SUPERUSER"})}),": The username for the Langflow administrator user. If ",(0,t.jsx)(n.code,{children:"LANGFLOW_SUPERUSER"})," isn't set, then the default value is ",(0,t.jsx)(n.code,{children:"admin"}),"."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsxs)(n.strong,{children:[(0,t.jsx)(n.code,{children:"LANGFLOW_SUPERUSER_PASSWORD"})," (Strongly recommended)"]}),": Sets the Langflow administrator password, and determines the Langflow server's default authentication mode. If ",(0,t.jsx)(n.code,{children:"LANGFLOW_SUPERUSER_PASSWORD"})," isn't set, then the Langflow server starts without authentication enabled. For more information, see ",(0,t.jsx)(n.a,{href:"/reference/configuration#langflow-settings",children:"Langflow settings"}),"."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsxs)(n.strong,{children:[(0,t.jsx)(n.code,{children:"LANGFLOW_SECRET_KEY"})," (Strongly recommended)"]}),": A secret encryption key for internal Langflow operations. It is recommended to ",(0,t.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-secret-key",children:"generate your own Langflow secret key"}),". If ",(0,t.jsx)(n.code,{children:"LANGFLOW_SECRET_KEY"})," isn't set, then Langflow generates a secret key automatically."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"Model provider credentials"}),": Provide credentials for your preferred model providers. If none of these are set in the ",(0,t.jsx)(n.code,{children:".env"})," file, you must configure at least one provider during the ",(0,t.jsx)(n.a,{href:"#application-onboarding",children:"application onboarding process"}),"."]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"OPENAI_API_KEY"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"ANTHROPIC_API_KEY"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"OLLAMA_ENDPOINT"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"WATSONX_API_KEY"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"WATSONX_ENDPOINT"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"WATSONX_PROJECT_ID"})}),"\n"]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"OAuth provider credentials"}),": To upload documents from external storage, such as Google Drive, set the required OAuth credentials for the connectors that you want to use. You can ",(0,t.jsx)(n.a,{href:"/ingestion#oauth-ingestion",children:"manage OAuth credentials"})," later, but it is recommended to configure them during initial set up so you don't have to rebuild the containers."]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Google"}),": Provide your Google OAuth Client ID and Google OAuth Client Secret. You can generate these in the ",(0,t.jsx)(n.a,{href:"https://console.cloud.google.com/apis/credentials",children:"Google Cloud Console"}),". For more information, see the ",(0,t.jsx)(n.a,{href:"https://developers.google.com/identity/protocols/oauth2",children:"Google OAuth client documentation"}),"."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Microsoft"}),": For the Microsoft OAuth Client ID and Microsoft OAuth Client Secret, provide ",(0,t.jsx)(n.a,{href:"https://learn.microsoft.com/en-us/onedrive/developer/rest-api/getting-started/app-registration?view=odsp-graph-online",children:"Azure application registration credentials for SharePoint and OneDrive"}),". For more information, see the ",(0,t.jsx)(n.a,{href:"https://learn.microsoft.com/en-us/onedrive/developer/rest-api/getting-started/graph-oauth",children:"Microsoft Graph OAuth client documentation"}),"."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Amazon"}),": Provide your AWS Access Key ID and AWS Secret Access Key with access to your S3 instance. For more information, see the AWS documentation on ",(0,t.jsx)(n.a,{href:"https://docs.aws.amazon.com/singlesignon/latest/userguide/manage-your-applications.html",children:"Configuring access to AWS applications"}),"."]}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,t.jsxs)(n.p,{children:["For more information and variables, see ",(0,t.jsx)(n.a,{href:"/reference/configuration",children:"OpenRAG environment variables"}),"."]}),"\n"]}),"\n"]}),"\n",(0,t.jsx)(n.h2,{id:"start-services",children:"Start services"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Start ",(0,t.jsx)(n.code,{children:"docling serve"})," on port 5001 on the host machine:"]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"uv run python scripts/docling_ctl.py start --port 5001\n"})}),"\n",(0,t.jsxs)(n.p,{children:["Docling cannot run inside a Docker container due to system-level dependencies, so you must manage it as a separate service on the host machine.\nFor more information, see ",(0,t.jsx)(n.a,{href:"/manage-services#start-native-services",children:"Stop, start, and inspect native services"}),"."]}),"\n",(0,t.jsxs)(n.p,{children:["This port is required to deploy OpenRAG successfully; don't use a different port.\nAdditionally, this enables the ",(0,t.jsx)(n.a,{href:"https://opensource.apple.com/projects/mlx/",children:"MLX framework"})," for accelerated performance on Apple Silicon Mac machines."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Confirm ",(0,t.jsx)(n.code,{children:"docling serve"})," is running."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"uv run python scripts/docling_ctl.py status\n"})}),"\n",(0,t.jsxs)(n.p,{children:["If ",(0,t.jsx)(n.code,{children:"docling serve"})," is running, the output includes the status, address, and process ID (PID):"]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"Status: running\nEndpoint: http://127.0.0.1:5001\nDocs: http://127.0.0.1:5001/docs\nPID: 27746\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Deploy the OpenRAG containers locally using the appropriate Docker Compose file for your environment.\nBoth files deploy the same services."}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/blob/main/docker-compose.yml",children:(0,t.jsx)(n.code,{children:"docker-compose.yml"})}),": If your host machine has an NVIDIA GPU with CUDA support and compatible NVIDIA drivers, you can use this file to deploy OpenRAG with accelerated processing."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker compose build\ndocker compose up -d\n"})}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman compose build\npodman compose up -d\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/blob/main/docker-compose-cpu.yml",children:(0,t.jsx)(n.code,{children:"docker-compose-cpu.yml"})}),": If your host machine doesn't have NVIDIA GPU support, use this file for a CPU-only OpenRAG deployment."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker compose -f docker-compose-cpu.yml up -d\n"})}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman compose -f docker-compose-cpu.yml up -d\n"})}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Wait for the OpenRAG containers to start, and then confirm that all containers are running:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker compose ps\n"})}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman compose ps\n"})}),"\n",(0,t.jsx)(n.p,{children:"The OpenRAG Docker Compose files deploy the following containers:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"Container Name"}),(0,t.jsx)(n.th,{children:"Default address"}),(0,t.jsx)(n.th,{children:"Purpose"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"OpenRAG Backend"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:8000",children:"http://localhost:8000"})}),(0,t.jsx)(n.td,{children:"FastAPI server and core functionality."})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"OpenRAG Frontend"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:3000",children:"http://localhost:3000"})}),(0,t.jsx)(n.td,{children:"React web interface for user interaction."})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"Langflow"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:7860",children:"http://localhost:7860"})}),(0,t.jsxs)(n.td,{children:[(0,t.jsx)(n.a,{href:"/agents",children:"AI workflow engine"}),"."]})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"OpenSearch"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:9200",children:"http://localhost:9200"})}),(0,t.jsxs)(n.td,{children:["Datastore for ",(0,t.jsx)(n.a,{href:"/knowledge",children:"knowledge"}),"."]})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"OpenSearch Dashboards"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:5601",children:"http://localhost:5601"})}),(0,t.jsx)(n.td,{children:"OpenSearch database administration interface."})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"When the containers are running, you can access your OpenRAG services at their addresses."}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Access the OpenRAG frontend at ",(0,t.jsx)(n.code,{children:"http://localhost:3000"}),", and then continue with the ",(0,t.jsx)(n.a,{href:"#application-onboarding",children:"application onboarding process"}),"."]}),"\n"]}),"\n"]}),"\n",(0,t.jsx)(i.Ay,{}),"\n",(0,t.jsx)(h.Ay,{})]})}function f(e={}){const{wrapper:n}={...(0,o.R)(),...e.components};return n?(0,t.jsx)(n,{...e,children:(0,t.jsx)(j,{...e})}):j(e)}},6149:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[];function i(e){const n={a:"a",li:"li",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["For Microsoft Windows, you must use the Windows Subsystem for Linux (WSL).\nSee ",(0,s.jsx)(n.a,{href:"/install-windows",children:"Install OpenRAG on Windows"})," before proceeding."]}),"\n"]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},9179:(e,n,r)=>{r.d(n,{A:()=>o});r(6540);var s=r(7856),t=r(4848);function o({name:e,...n}){const r=s[e];return r?(0,t.jsx)(r,{...n}):null}},9365:(e,n,r)=>{r.d(n,{A:()=>i});r(6540);var s=r(4164);const t={tabItem:"tabItem_Ymn6"};var o=r(4848);function i({children:e,hidden:n,className:r}){return(0,o.jsx)("div",{role:"tabpanel",className:(0,s.A)(t.tabItem,r),hidden:n,children:e})}}}]); \ No newline at end of file +"use strict";(globalThis.webpackChunkopenrag_docs=globalThis.webpackChunkopenrag_docs||[]).push([[2272],{309:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[];function i(e){const n={a:"a",code:"code",li:"li",p:"p",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Install ",(0,s.jsx)(n.a,{href:"https://docs.astral.sh/uv/getting-started/installation/",children:"uv"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Install ",(0,s.jsx)(n.a,{href:"https://podman.io/docs/installation",children:"Podman"})," (recommended) or ",(0,s.jsx)(n.a,{href:"https://docs.docker.com/get-docker/",children:"Docker"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Install ",(0,s.jsx)(n.a,{href:"https://docs.podman.io/en/latest/markdown/podman-compose.1.html",children:(0,s.jsx)(n.code,{children:"podman-compose"})})," or ",(0,s.jsx)(n.a,{href:"https://docs.docker.com/compose/install/",children:"Docker Compose"}),".\nTo use Docker Compose with Podman, you must alias Docker Compose commands to Podman commands."]}),"\n"]}),"\n"]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},887:(e,n,r)=>{r.d(n,{Ay:()=>h,RM:()=>c});var s=r(4848),t=r(8453),o=r(9179),i=r(1470),l=r(9365),a=r(3059);const c=[{value:"Complete the application onboarding process",id:"application-onboarding",level:2},...a.RM];function d(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",strong:"strong",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(n.h2,{id:"application-onboarding",children:"Complete the application onboarding process"}),"\n",(0,s.jsxs)(n.p,{children:["The first time you start the OpenRAG application, you must complete the application onboarding process to select language and embedding models that are essential for OpenRAG features like the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["Some of these variables, such as the embedding models, can be changed seamlessly after onboarding.\nOthers are immutable and require you to destroy and recreate the OpenRAG containers.\nFor more information, see the ",(0,s.jsx)(n.a,{href:"/reference/configuration",children:"OpenRAG environment variables reference"}),"."]}),"\n",(0,s.jsx)(n.p,{children:"You can use different providers for your language model and embedding model, such as Anthropic for the language model and OpenAI for the embedding model.\nAdditionally, you can set multiple embedding models."}),"\n",(0,s.jsx)(n.p,{children:"You only need to complete onboarding for your preferred providers."}),"\n",(0,s.jsxs)(i.A,{groupId:"Provider",children:[(0,s.jsxs)(l.A,{value:"Anthropic",label:"Anthropic",default:!0,children:[(0,s.jsx)(n.admonition,{type:"info",children:(0,s.jsx)(n.p,{children:"Anthropic doesn't provide embedding models. If you select Anthropic for your language model, you must select a different provider for the embedding model."})}),(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Enter your Anthropic API key, or enable ",(0,s.jsx)(n.strong,{children:"Use environment API key"})," to pull the key from your ",(0,s.jsxs)(n.a,{href:"/reference/configuration",children:["OpenRAG ",(0,s.jsx)(n.code,{children:".env"})," file"]}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Under ",(0,s.jsx)(n.strong,{children:"Advanced settings"}),", select the language model that you want to use."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select a provider for embeddings, provide the required information, and then select the embedding model you want to use.\nFor information about another provider's credentials and settings, see the instructions for that provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["After you configure the embedding model, OpenRAG uses your credentials and models to ingest some ",(0,s.jsx)(n.a,{href:"/knowledge#default-documents",children:"initial documents"}),". This tests the connection, and it allows you to ask OpenRAG about itself in the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),".\nIf there is a problem with the model configuration, an error occurs and you are redirected back to the application onboarding screen.\nVerify that the credential is valid and has access to the selected model, and then click ",(0,s.jsx)(n.strong,{children:"Complete"})," to retry ingestion."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Continue through the overview slides for a brief introduction to OpenRAG, or click ",(0,s.jsx)(o.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Skip overview"}),".\nThe overview demonstrates some basic functionality that is covered in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"})," and in other parts of the OpenRAG documentation."]}),"\n"]}),"\n"]})]}),(0,s.jsx)(l.A,{value:"IBM watsonx.ai",label:"IBM watsonx.ai",children:(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["For ",(0,s.jsx)(n.strong,{children:"watsonx.ai API Endpoint"}),", select the base URL for your watsonx.ai model deployment."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Enter your watsonx.ai deployment's project ID and API key."}),"\n",(0,s.jsxs)(n.p,{children:["You can enable ",(0,s.jsx)(n.strong,{children:"Use environment API key"})," to pull the key from your ",(0,s.jsxs)(n.a,{href:"/reference/configuration",children:["OpenRAG ",(0,s.jsx)(n.code,{children:".env"})," file"]}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Under ",(0,s.jsx)(n.strong,{children:"Advanced settings"}),", select the language model that you want to use."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select a provider for embeddings, provide the required information, and then select the embedding model you want to use.\nFor information about another provider's credentials and settings, see the instructions for that provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["After you configure the embedding model, OpenRAG uses your credentials and models to ingest some ",(0,s.jsx)(n.a,{href:"/knowledge#default-documents",children:"initial documents"}),". This tests the connection, and it allows you to ask OpenRAG about itself in the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),".\nIf there is a problem with the model configuration, an error occurs and you are redirected back to the application onboarding screen.\nVerify that the credentials are valid and have access to the selected model, and then click ",(0,s.jsx)(n.strong,{children:"Complete"})," to retry ingestion."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Continue through the overview slides for a brief introduction to OpenRAG, or click ",(0,s.jsx)(o.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Skip overview"}),".\nThe overview demonstrates some basic functionality that is covered in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"})," and in other parts of the OpenRAG documentation."]}),"\n"]}),"\n"]})}),(0,s.jsxs)(l.A,{value:"Ollama",label:"Ollama",children:[(0,s.jsx)(n.p,{children:"Using Ollama as your language and embedding model provider offers greater flexibility and configuration options for hosting models.\nHowever, it requires additional setup because Ollama isn't included with OpenRAG.\nYou must deploy Ollama separately if you want to use Ollama as a model provider."}),(0,s.jsx)(n.admonition,{type:"info",children:(0,s.jsx)(a.Ay,{})}),(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.a,{href:"https://docs.ollama.com/",children:"Install Ollama locally or on a remote server"}),", or ",(0,s.jsx)(n.a,{href:"https://docs.ollama.com/cloud",children:"run models in Ollama Cloud"}),"."]}),"\n",(0,s.jsx)(n.p,{children:"If you are running a remote server, it must be accessible from your OpenRAG deployment."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"In the OpenRAG onboarding dialog, enter your Ollama server's base URL:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Local Ollama server"}),": Enter your Ollama server's base URL and port. The default Ollama server address is ",(0,s.jsx)(n.code,{children:"http://localhost:11434"}),"."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Ollama Cloud"}),": Because Ollama Cloud models run at the same address as a local Ollama server and automatically offload to Ollama's cloud service, you can use the same base URL and port as you would for a local Ollama server. The default address is ",(0,s.jsx)(n.code,{children:"http://localhost:11434"}),"."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Remote server"}),": Enter your remote Ollama server's base URL and port, such as ",(0,s.jsx)(n.code,{children:"http://your-remote-server:11434"}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select the language model that your Ollama server is running."}),"\n",(0,s.jsx)(n.p,{children:"If your server isn't running any language models, you must either deploy a language model on your Ollama server, or use another provider for the language model."}),"\n",(0,s.jsx)(n.p,{children:"Language model and embedding model selections are independent.\nYou can use the same or different servers for each model."}),"\n",(0,s.jsx)(n.p,{children:"To use different providers for each model, you must configure both providers, and select the relevant model for each provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select a provider for embeddings, provide the required information, and then select the embedding model you want to use.\nFor information about another provider's credentials and settings, see the instructions for that provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["After you configure the embedding model, OpenRAG uses your credentials and models to ingest some ",(0,s.jsx)(n.a,{href:"/knowledge#default-documents",children:"initial documents"}),". This tests the connection, and it allows you to ask OpenRAG about itself in the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),".\nIf there is a problem with the model configuration, an error occurs and you are redirected back to the application onboarding screen.\nVerify that the server address is valid, and that the selected model is running on the server.\nThen, click ",(0,s.jsx)(n.strong,{children:"Complete"})," to retry ingestion."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Continue through the overview slides for a brief introduction to OpenRAG, or click ",(0,s.jsx)(o.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Skip overview"}),".\nThe overview demonstrates some basic functionality that is covered in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"})," and in other parts of the OpenRAG documentation."]}),"\n"]}),"\n"]})]}),(0,s.jsx)(l.A,{value:"OpenAI",label:"OpenAI (default)",children:(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Enter your OpenAI API key, or enable ",(0,s.jsx)(n.strong,{children:"Use environment API key"})," to pull the key from your ",(0,s.jsxs)(n.a,{href:"/reference/configuration",children:["OpenRAG ",(0,s.jsx)(n.code,{children:".env"})," file"]}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Under ",(0,s.jsx)(n.strong,{children:"Advanced settings"}),", select the language model that you want to use."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select a provider for embeddings, provide the required information, and then select the embedding model you want to use.\nFor information about another provider's credentials and settings, see the instructions for that provider."}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["After you configure the embedding model, OpenRAG uses your credentials and models to ingest some ",(0,s.jsx)(n.a,{href:"/knowledge#default-documents",children:"initial documents"}),". This tests the connection, and it allows you to ask OpenRAG about itself in the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})}),".\nIf there is a problem with the model configuration, an error occurs and you are redirected back to the application onboarding screen.\nVerify that the credential is valid and has access to the selected model, and then click ",(0,s.jsx)(n.strong,{children:"Complete"})," to retry ingestion."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Continue through the overview slides for a brief introduction to OpenRAG, or click ",(0,s.jsx)(o.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Skip overview"}),".\nThe overview demonstrates some basic functionality that is covered in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"})," and in other parts of the OpenRAG documentation."]}),"\n"]}),"\n"]})})]})]})}function h(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(d,{...e})}):d(e)}},927:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[{value:"Next steps",id:"next-steps",level:2}];function i(e){const n={a:"a",h2:"h2",li:"li",strong:"strong",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(n.h2,{id:"next-steps",children:"Next steps"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["Try some of OpenRAG's core features in the ",(0,s.jsx)(n.a,{href:"/quickstart#chat-with-documents",children:"quickstart"}),"."]}),"\n",(0,s.jsxs)(n.li,{children:["Learn how to ",(0,s.jsx)(n.a,{href:"/manage-services",children:"manage OpenRAG services"}),"."]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.a,{href:"/ingestion",children:"Upload documents"}),", and then use the ",(0,s.jsx)(n.a,{href:"/chat",children:(0,s.jsx)(n.strong,{children:"Chat"})})," to explore your data."]}),"\n"]})]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},1470:(e,n,r)=>{r.d(n,{A:()=>w});var s=r(6540),t=r(4164),o=r(7559),i=r(3104),l=r(6347),a=r(205),c=r(7485),d=r(1682),h=r(679);function u(e){return s.Children.toArray(e).filter(e=>"\n"!==e).map(e=>{if(!e||(0,s.isValidElement)(e)&&function(e){const{props:n}=e;return!!n&&"object"==typeof n&&"value"in n}(e))return e;throw new Error(`Docusaurus error: Bad child <${"string"==typeof e.type?e.type:e.type.name}>: all children of the component should be , and every should have a unique "value" prop.`)})?.filter(Boolean)??[]}function p(e){const{values:n,children:r}=e;return(0,s.useMemo)(()=>{const e=n??function(e){return u(e).map(({props:{value:e,label:n,attributes:r,default:s}})=>({value:e,label:n,attributes:r,default:s}))}(r);return function(e){const n=(0,d.XI)(e,(e,n)=>e.value===n.value);if(n.length>0)throw new Error(`Docusaurus error: Duplicate values "${n.map(e=>e.value).join(", ")}" found in . Every value needs to be unique.`)}(e),e},[n,r])}function m({value:e,tabValues:n}){return n.some(n=>n.value===e)}function x({queryString:e=!1,groupId:n}){const r=(0,l.W6)(),t=function({queryString:e=!1,groupId:n}){if("string"==typeof e)return e;if(!1===e)return null;if(!0===e&&!n)throw new Error('Docusaurus error: The component groupId prop is required if queryString=true, because this value is used as the search param name. You can also provide an explicit value such as queryString="my-search-param".');return n??null}({queryString:e,groupId:n});return[(0,c.aZ)(t),(0,s.useCallback)(e=>{if(!t)return;const n=new URLSearchParams(r.location.search);n.set(t,e),r.replace({...r.location,search:n.toString()})},[t,r])]}function j(e){const{defaultValue:n,queryString:r=!1,groupId:t}=e,o=p(e),[i,l]=(0,s.useState)(()=>function({defaultValue:e,tabValues:n}){if(0===n.length)throw new Error("Docusaurus error: the component requires at least one children component");if(e){if(!m({value:e,tabValues:n}))throw new Error(`Docusaurus error: The has a defaultValue "${e}" but none of its children has the corresponding value. Available values are: ${n.map(e=>e.value).join(", ")}. If you intend to show no default tab, use defaultValue={null} instead.`);return e}const r=n.find(e=>e.default)??n[0];if(!r)throw new Error("Unexpected error: 0 tabValues");return r.value}({defaultValue:n,tabValues:o})),[c,d]=x({queryString:r,groupId:t}),[u,j]=function({groupId:e}){const n=function(e){return e?`docusaurus.tab.${e}`:null}(e),[r,t]=(0,h.Dv)(n);return[r,(0,s.useCallback)(e=>{n&&t.set(e)},[n,t])]}({groupId:t}),f=(()=>{const e=c??u;return m({value:e,tabValues:o})?e:null})();(0,a.A)(()=>{f&&l(f)},[f]);return{selectedValue:i,selectValue:(0,s.useCallback)(e=>{if(!m({value:e,tabValues:o}))throw new Error(`Can't select invalid tab value=${e}`);l(e),d(e),j(e)},[d,j,o]),tabValues:o}}var f=r(2303);const g={tabList:"tabList__CuJ",tabItem:"tabItem_LNqP"};var v=r(4848);function y({className:e,block:n,selectedValue:r,selectValue:s,tabValues:o}){const l=[],{blockElementScrollPositionUntilNextRender:a}=(0,i.a_)(),c=e=>{const n=e.currentTarget,t=l.indexOf(n),i=o[t].value;i!==r&&(a(n),s(i))},d=e=>{let n=null;switch(e.key){case"Enter":c(e);break;case"ArrowRight":{const r=l.indexOf(e.currentTarget)+1;n=l[r]??l[0];break}case"ArrowLeft":{const r=l.indexOf(e.currentTarget)-1;n=l[r]??l[l.length-1];break}}n?.focus()};return(0,v.jsx)("ul",{role:"tablist","aria-orientation":"horizontal",className:(0,t.A)("tabs",{"tabs--block":n},e),children:o.map(({value:e,label:n,attributes:s})=>(0,v.jsx)("li",{role:"tab",tabIndex:r===e?0:-1,"aria-selected":r===e,ref:e=>{l.push(e)},onKeyDown:d,onClick:c,...s,className:(0,t.A)("tabs__item",g.tabItem,s?.className,{"tabs__item--active":r===e}),children:n??e},e))})}function b({lazy:e,children:n,selectedValue:r}){const o=(Array.isArray(n)?n:[n]).filter(Boolean);if(e){const e=o.find(e=>e.props.value===r);return e?(0,s.cloneElement)(e,{className:(0,t.A)("margin-top--md",e.props.className)}):null}return(0,v.jsx)("div",{className:"margin-top--md",children:o.map((e,n)=>(0,s.cloneElement)(e,{key:n,hidden:e.props.value!==r}))})}function A(e){const n=j(e);return(0,v.jsxs)("div",{className:(0,t.A)(o.G.tabs.container,"tabs-container",g.tabList),children:[(0,v.jsx)(y,{...n,...e}),(0,v.jsx)(b,{...n,...e})]})}function w(e){const n=(0,f.A)();return(0,v.jsx)(A,{...e,children:u(e.children)},String(n))}},3059:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[];function i(e){const n={a:"a",code:"code",li:"li",p:"p",strong:"strong",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(n.p,{children:"OpenRAG isn't guaranteed to be compatible with all models that are available through Ollama.\nFor example, some models might produce unexpected results, such as JSON-formatted output instead of natural language responses, and some models aren't appropriate for the types of tasks that OpenRAG performs, such as those that generate media."}),"\n",(0,s.jsx)(n.p,{children:"The OpenRAG team recommends the following models when using Ollama as your model provider:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Language models"}),": ",(0,s.jsx)(n.code,{children:"gpt-oss:20b"})," or ",(0,s.jsx)(n.code,{children:"mistral-nemo:12b"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["If you choose ",(0,s.jsx)(n.code,{children:"gpt-oss:20b"}),", consider using Ollama Cloud or running Ollama on a remote machine because this model requires at least 16GB of RAM."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Embedding models"}),": ",(0,s.jsx)(n.a,{href:"https://ollama.com/library/nomic-embed-text",children:(0,s.jsx)(n.code,{children:"nomic-embed-text:latest"})}),", ",(0,s.jsx)(n.code,{children:"mxbai-embed-large:latest"}),", or ",(0,s.jsx)(n.code,{children:"embeddinggemma:latest"}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["You can experiment with other models, but if you encounter issues that you are unable to resolve through other RAG best practices (like context filters and prompt engineering), try switching to one of the recommended models.\nYou can submit an ",(0,s.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/issues",children:"OpenRAG GitHub issue"})," to request support for specific models."]})]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},3351:(e,n,r)=>{r.d(n,{Ay:()=>a,RM:()=>i});var s=r(4848),t=r(8453),o=r(3059);const i=[...o.RM];function l(e){const n={a:"a",admonition:"admonition",li:"li",p:"p",strong:"strong",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Gather the credentials and connection details for your preferred model providers.\nYou must have access to at least one language model and one embedding model.\nIf a provider offers both types, you can use the same provider for both models.\nIf a provider offers only one type, you must select two providers."}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"OpenAI"}),": Create an ",(0,s.jsx)(n.a,{href:"https://platform.openai.com/api-keys",children:"OpenAI API key"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Anthropic"}),": Create an ",(0,s.jsx)(n.a,{href:"https://www.anthropic.com/docs/api/reference",children:"Anthropic API key"}),".\nAnthropic provides language models only; you must select an additional provider for embeddings."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"IBM watsonx.ai"}),": Get your watsonx.ai API endpoint, IBM project ID, and IBM API key from your watsonx deployment."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.strong,{children:"Ollama"}),": Deploy an ",(0,s.jsx)(n.a,{href:"https://docs.ollama.com/",children:"Ollama instance and models"})," locally, in the cloud, or on a remote server. Then, get your Ollama server's base URL and the names of the models that you want to use."]}),"\n",(0,s.jsx)(n.admonition,{type:"info",children:(0,s.jsx)(o.Ay,{})}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Optional: Install GPU support with an NVIDIA GPU, ",(0,s.jsx)(n.a,{href:"https://docs.nvidia.com/cuda/",children:"CUDA"})," support, and compatible NVIDIA drivers on the OpenRAG host machine. If you don't have GPU capabilities, OpenRAG provides an alternate CPU-only deployment."]}),"\n"]}),"\n"]})}function a(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(l,{...e})}):l(e)}},4042:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[];function i(e){const n={a:"a",li:"li",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["Install ",(0,s.jsx)(n.a,{href:"https://www.python.org/downloads/release/python-3100/",children:"Python"})," version 3.13 or later."]}),"\n"]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},5788:(e,n,r)=>{r.r(n),r.d(n,{assets:()=>m,contentTitle:()=>p,default:()=>f,frontMatter:()=>u,metadata:()=>s,toc:()=>x});const s=JSON.parse('{"id":"get-started/docker","title":"Deploy OpenRAG with self-managed services","description":"To manage your own OpenRAG services, deploy OpenRAG with Docker or Podman.","source":"@site/docs/get-started/docker.mdx","sourceDirName":"get-started","slug":"/docker","permalink":"/docker","draft":false,"unlisted":false,"editUrl":"https://github.com/openrag/openrag/tree/main/docs/docs/get-started/docker.mdx","tags":[],"version":"current","frontMatter":{"title":"Deploy OpenRAG with self-managed services","slug":"/docker"},"sidebar":"tutorialSidebar","previous":{"title":"Install OpenRAG on Windows","permalink":"/install-windows"},"next":{"title":"Upgrade OpenRAG","permalink":"/upgrade"}}');var t=r(4848),o=r(8453),i=(r(1470),r(9365),r(887)),l=r(3351),a=r(309),c=r(6149),d=r(4042),h=r(927);r(3059);const u={title:"Deploy OpenRAG with self-managed services",slug:"/docker"},p=void 0,m={},x=[{value:"Prerequisites",id:"prerequisites",level:2},...c.RM,...d.RM,...a.RM,...l.RM,{value:"Prepare your deployment",id:"setup",level:2},{value:"Start services",id:"start-services",level:2},...i.RM,...h.RM];function j(e){const n={a:"a",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",pre:"pre",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",ul:"ul",...(0,o.R)(),...e.components};return(0,t.jsxs)(t.Fragment,{children:[(0,t.jsx)(n.p,{children:"To manage your own OpenRAG services, deploy OpenRAG with Docker or Podman."}),"\n",(0,t.jsxs)(n.p,{children:["Use this installation method if you don't want to ",(0,t.jsx)(n.a,{href:"/tui",children:"use the Terminal User Interface (TUI)"}),", or you need to run OpenRAG in an environment where using the TUI is unfeasible."]}),"\n",(0,t.jsx)(n.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,t.jsx)(c.Ay,{}),"\n",(0,t.jsx)(d.Ay,{}),"\n",(0,t.jsx)(a.Ay,{}),"\n",(0,t.jsx)(l.Ay,{}),"\n",(0,t.jsx)(n.h2,{id:"setup",children:"Prepare your deployment"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Clone the OpenRAG repository:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"git clone https://github.com/langflow-ai/openrag.git\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Change to the root of the cloned repository:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"cd openrag\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Install dependencies:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"uv sync\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Create a ",(0,t.jsx)(n.code,{children:".env"})," file at the root of the cloned repository."]}),"\n",(0,t.jsxs)(n.p,{children:["You can create an empty file or copy the repository's ",(0,t.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/blob/main/.env.example",children:(0,t.jsx)(n.code,{children:".env.example"})})," file.\nThe example file contains some of the ",(0,t.jsx)(n.a,{href:"/reference/configuration",children:"OpenRAG environment variables"})," to get you started with configuring your deployment."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"cp .env.example .env\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Edit the ",(0,t.jsx)(n.code,{children:".env"})," file to configure your deployment using ",(0,t.jsx)(n.a,{href:"/reference/configuration",children:"OpenRAG environment variables"}),".\nThe OpenRAG Docker Compose files pull values from your ",(0,t.jsx)(n.code,{children:".env"})," file to configure the OpenRAG containers.\nThe following variables are required or recommended:"]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsxs)(n.strong,{children:[(0,t.jsx)(n.code,{children:"OPENSEARCH_PASSWORD"})," (Required)"]}),": Sets the OpenSearch administrator password. It must adhere to the ",(0,t.jsx)(n.a,{href:"https://docs.opensearch.org/latest/security/configuration/demo-configuration/#setting-up-a-custom-admin-password",children:"OpenSearch password complexity requirements"}),"."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:(0,t.jsx)(n.code,{children:"LANGFLOW_SUPERUSER"})}),": The username for the Langflow administrator user. If ",(0,t.jsx)(n.code,{children:"LANGFLOW_SUPERUSER"})," isn't set, then the default value is ",(0,t.jsx)(n.code,{children:"admin"}),"."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsxs)(n.strong,{children:[(0,t.jsx)(n.code,{children:"LANGFLOW_SUPERUSER_PASSWORD"})," (Strongly recommended)"]}),": Sets the Langflow administrator password, and determines the Langflow server's default authentication mode. If ",(0,t.jsx)(n.code,{children:"LANGFLOW_SUPERUSER_PASSWORD"})," isn't set, then the Langflow server starts without authentication enabled. For more information, see ",(0,t.jsx)(n.a,{href:"/reference/configuration#langflow-settings",children:"Langflow settings"}),"."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsxs)(n.strong,{children:[(0,t.jsx)(n.code,{children:"LANGFLOW_SECRET_KEY"})," (Strongly recommended)"]}),": A secret encryption key for internal Langflow operations. It is recommended to ",(0,t.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-secret-key",children:"generate your own Langflow secret key"}),". If ",(0,t.jsx)(n.code,{children:"LANGFLOW_SECRET_KEY"})," isn't set, then Langflow generates a secret key automatically."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"Model provider credentials"}),": Provide credentials for your preferred model providers. If none of these are set in the ",(0,t.jsx)(n.code,{children:".env"})," file, you must configure at least one provider during the ",(0,t.jsx)(n.a,{href:"#application-onboarding",children:"application onboarding process"}),"."]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"OPENAI_API_KEY"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"ANTHROPIC_API_KEY"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"OLLAMA_ENDPOINT"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"WATSONX_API_KEY"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"WATSONX_ENDPOINT"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.code,{children:"WATSONX_PROJECT_ID"})}),"\n"]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"OAuth provider credentials"}),": To upload documents from external storage, such as Google Drive, set the required OAuth credentials for the connectors that you want to use. You can ",(0,t.jsx)(n.a,{href:"/ingestion#oauth-ingestion",children:"manage OAuth credentials"})," later, but it is recommended to configure them during initial set up so you don't have to rebuild the containers."]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Google"}),": Provide your Google OAuth Client ID and Google OAuth Client Secret. You can generate these in the ",(0,t.jsx)(n.a,{href:"https://console.cloud.google.com/apis/credentials",children:"Google Cloud Console"}),". For more information, see the ",(0,t.jsx)(n.a,{href:"https://developers.google.com/identity/protocols/oauth2",children:"Google OAuth client documentation"}),"."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Microsoft"}),": For the Microsoft OAuth Client ID and Microsoft OAuth Client Secret, provide ",(0,t.jsx)(n.a,{href:"https://learn.microsoft.com/en-us/onedrive/developer/rest-api/getting-started/app-registration?view=odsp-graph-online",children:"Azure application registration credentials for SharePoint and OneDrive"}),". For more information, see the ",(0,t.jsx)(n.a,{href:"https://learn.microsoft.com/en-us/onedrive/developer/rest-api/getting-started/graph-oauth",children:"Microsoft Graph OAuth client documentation"}),"."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Amazon"}),": Provide your AWS Access Key ID and AWS Secret Access Key with access to your S3 instance. For more information, see the AWS documentation on ",(0,t.jsx)(n.a,{href:"https://docs.aws.amazon.com/singlesignon/latest/userguide/manage-your-applications.html",children:"Configuring access to AWS applications"}),"."]}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,t.jsxs)(n.p,{children:["For more information and variables, see ",(0,t.jsx)(n.a,{href:"/reference/configuration",children:"OpenRAG environment variables"}),"."]}),"\n"]}),"\n"]}),"\n",(0,t.jsx)(n.h2,{id:"start-services",children:"Start services"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Start ",(0,t.jsx)(n.code,{children:"docling serve"})," on port 5001 on the host machine:"]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"uv run python scripts/docling_ctl.py start --port 5001\n"})}),"\n",(0,t.jsxs)(n.p,{children:["Docling cannot run inside a Docker container due to system-level dependencies, so you must manage it as a separate service on the host machine.\nFor more information, see ",(0,t.jsx)(n.a,{href:"/manage-services#start-native-services",children:"Stop, start, and inspect native services"}),"."]}),"\n",(0,t.jsxs)(n.p,{children:["This port is required to deploy OpenRAG successfully; don't use a different port.\nAdditionally, this enables the ",(0,t.jsx)(n.a,{href:"https://opensource.apple.com/projects/mlx/",children:"MLX framework"})," for accelerated performance on Apple Silicon Mac machines."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Confirm ",(0,t.jsx)(n.code,{children:"docling serve"})," is running."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"uv run python scripts/docling_ctl.py status\n"})}),"\n",(0,t.jsxs)(n.p,{children:["If ",(0,t.jsx)(n.code,{children:"docling serve"})," is running, the output includes the status, address, and process ID (PID):"]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"Status: running\nEndpoint: http://127.0.0.1:5001\nDocs: http://127.0.0.1:5001/docs\nPID: 27746\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Deploy the OpenRAG containers locally using the appropriate Docker Compose configuration for your environment."}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"GPU-accelerated deployment"}),": If your host machine has an NVIDIA GPU with CUDA support and compatible NVIDIA drivers, use the base ",(0,t.jsx)(n.code,{children:"docker-compose.yml"})," file with the ",(0,t.jsx)(n.code,{children:"docker-compose.gpu.yml"})," override."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker compose -f docker-compose.yml -f docker-compose.gpu.yml up -d\n"})}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman compose -f docker-compose.yml -f docker-compose.gpu.yml up -d\n"})}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"CPU-only deployment"})," (default): If your host machine doesn't have NVIDIA GPU support, use the base ",(0,t.jsx)(n.code,{children:"docker-compose.yml"})," file."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker compose up -d\n"})}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman compose up -d\n"})}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsx)(n.p,{children:"Wait for the OpenRAG containers to start, and then confirm that all containers are running:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker compose ps\n"})}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman compose ps\n"})}),"\n",(0,t.jsx)(n.p,{children:"The OpenRAG Docker Compose files deploy the following containers:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"Container Name"}),(0,t.jsx)(n.th,{children:"Default address"}),(0,t.jsx)(n.th,{children:"Purpose"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"OpenRAG Backend"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:8000",children:"http://localhost:8000"})}),(0,t.jsx)(n.td,{children:"FastAPI server and core functionality."})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"OpenRAG Frontend"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:3000",children:"http://localhost:3000"})}),(0,t.jsx)(n.td,{children:"React web interface for user interaction."})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"Langflow"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:7860",children:"http://localhost:7860"})}),(0,t.jsxs)(n.td,{children:[(0,t.jsx)(n.a,{href:"/agents",children:"AI workflow engine"}),"."]})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"OpenSearch"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:9200",children:"http://localhost:9200"})}),(0,t.jsxs)(n.td,{children:["Datastore for ",(0,t.jsx)(n.a,{href:"/knowledge",children:"knowledge"}),"."]})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"OpenSearch Dashboards"}),(0,t.jsx)(n.td,{children:(0,t.jsx)(n.a,{href:"http://localhost:5601",children:"http://localhost:5601"})}),(0,t.jsx)(n.td,{children:"OpenSearch database administration interface."})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"When the containers are running, you can access your OpenRAG services at their addresses."}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Access the OpenRAG frontend at ",(0,t.jsx)(n.code,{children:"http://localhost:3000"}),", and then continue with the ",(0,t.jsx)(n.a,{href:"#application-onboarding",children:"application onboarding process"}),"."]}),"\n"]}),"\n"]}),"\n",(0,t.jsx)(i.Ay,{}),"\n",(0,t.jsx)(h.Ay,{})]})}function f(e={}){const{wrapper:n}={...(0,o.R)(),...e.components};return n?(0,t.jsx)(n,{...e,children:(0,t.jsx)(j,{...e})}):j(e)}},6149:(e,n,r)=>{r.d(n,{Ay:()=>l,RM:()=>o});var s=r(4848),t=r(8453);const o=[];function i(e){const n={a:"a",li:"li",ul:"ul",...(0,t.R)(),...e.components};return(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["For Microsoft Windows, you must use the Windows Subsystem for Linux (WSL).\nSee ",(0,s.jsx)(n.a,{href:"/install-windows",children:"Install OpenRAG on Windows"})," before proceeding."]}),"\n"]})}function l(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(i,{...e})}):i(e)}},9179:(e,n,r)=>{r.d(n,{A:()=>o});r(6540);var s=r(7856),t=r(4848);function o({name:e,...n}){const r=s[e];return r?(0,t.jsx)(r,{...n}):null}},9365:(e,n,r)=>{r.d(n,{A:()=>i});r(6540);var s=r(4164);const t={tabItem:"tabItem_Ymn6"};var o=r(4848);function i({children:e,hidden:n,className:r}){return(0,o.jsx)("div",{role:"tabpanel",className:(0,s.A)(t.tabItem,r),hidden:n,children:e})}}}]); \ No newline at end of file diff --git a/assets/js/eb5b356a.0097fd59.js b/assets/js/eb5b356a.abe6dea3.js similarity index 51% rename from assets/js/eb5b356a.0097fd59.js rename to assets/js/eb5b356a.abe6dea3.js index 06299104..e7ef1a6d 100644 --- a/assets/js/eb5b356a.0097fd59.js +++ b/assets/js/eb5b356a.abe6dea3.js @@ -1 +1 @@ -"use strict";(globalThis.webpackChunkopenrag_docs=globalThis.webpackChunkopenrag_docs||[]).push([[2668],{3059:(e,n,s)=>{s.d(n,{Ay:()=>l,RM:()=>r});var o=s(4848),i=s(8453);const r=[];function t(e){const n={a:"a",code:"code",li:"li",p:"p",strong:"strong",ul:"ul",...(0,i.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(n.p,{children:"OpenRAG isn't guaranteed to be compatible with all models that are available through Ollama.\nFor example, some models might produce unexpected results, such as JSON-formatted output instead of natural language responses, and some models aren't appropriate for the types of tasks that OpenRAG performs, such as those that generate media."}),"\n",(0,o.jsx)(n.p,{children:"The OpenRAG team recommends the following models when using Ollama as your model provider:"}),"\n",(0,o.jsxs)(n.ul,{children:["\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:[(0,o.jsx)(n.strong,{children:"Language models"}),": ",(0,o.jsx)(n.code,{children:"gpt-oss:20b"})," or ",(0,o.jsx)(n.code,{children:"mistral-nemo:12b"}),"."]}),"\n",(0,o.jsxs)(n.p,{children:["If you choose ",(0,o.jsx)(n.code,{children:"gpt-oss:20b"}),", consider using Ollama Cloud or running Ollama on a remote machine because this model requires at least 16GB of RAM."]}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:[(0,o.jsx)(n.strong,{children:"Embedding models"}),": ",(0,o.jsx)(n.a,{href:"https://ollama.com/library/nomic-embed-text",children:(0,o.jsx)(n.code,{children:"nomic-embed-text:latest"})}),", ",(0,o.jsx)(n.code,{children:"mxbai-embed-large:latest"}),", or ",(0,o.jsx)(n.code,{children:"embeddinggemma:latest"}),"."]}),"\n"]}),"\n"]}),"\n",(0,o.jsxs)(n.p,{children:["You can experiment with other models, but if you encounter issues that you are unable to resolve through other RAG best practices (like context filters and prompt engineering), try switching to one of the recommended models.\nYou can submit an ",(0,o.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/issues",children:"OpenRAG GitHub issue"})," to request support for specific models."]})]})}function l(e={}){const{wrapper:n}={...(0,i.R)(),...e.components};return n?(0,o.jsx)(n,{...e,children:(0,o.jsx)(t,{...e})}):t(e)}},5014:(e,n,s)=>{s.r(n),s.d(n,{assets:()=>c,contentTitle:()=>a,default:()=>u,frontMatter:()=>l,metadata:()=>o,toc:()=>d});const o=JSON.parse('{"id":"support/troubleshoot","title":"Troubleshoot OpenRAG","description":"This page provides troubleshooting advice for issues you might encounter when using OpenRAG or contributing to OpenRAG.","source":"@site/docs/support/troubleshoot.mdx","sourceDirName":"support","slug":"/support/troubleshoot","permalink":"/support/troubleshoot","draft":false,"unlisted":false,"editUrl":"https://github.com/openrag/openrag/tree/main/docs/docs/support/troubleshoot.mdx","tags":[],"version":"current","frontMatter":{"title":"Troubleshoot OpenRAG","slug":"/support/troubleshoot"},"sidebar":"tutorialSidebar","previous":{"title":"Environment variables","permalink":"/reference/configuration"}}');var i=s(4848),r=s(8453),t=s(3059);const l={title:"Troubleshoot OpenRAG",slug:"/support/troubleshoot"},a=void 0,c={},d=[{value:"OpenSearch fails to start",id:"opensearch-fails-to-start",level:2},{value:"OpenRAG fails to start from the TUI with operation not supported",id:"openrag-fails-to-start-from-the-tui-with-operation-not-supported",level:2},{value:"OpenRAG installation fails with unable to get local issuer certificate",id:"openrag-installation-fails-with-unable-to-get-local-issuer-certificate",level:2},{value:"Langflow connection issues",id:"langflow-connection-issues",level:2},{value:"Container out of memory errors",id:"container-out-of-memory-errors",level:2},{value:"Memory issue with Podman on macOS",id:"memory-issue-with-podman-on-macos",level:2},{value:"Port conflicts",id:"port-conflicts",level:2},{value:"OCR ingestion fails (easyocr not installed)",id:"ocr-ingestion-fails-easyocr-not-installed",level:2},{value:"Upgrade fails due to Langflow container already exists",id:"langflow-container-already-exists-during-upgrade",level:2},{value:"Document ingestion or similarity search issues",id:"document-ingestion-or-similarity-search-issues",level:2},{value:"Ollama model issues",id:"ollama-model-issues",level:2},...t.RM];function h(e){const n={a:"a",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",pre:"pre",strong:"strong",ul:"ul",...(0,r.R)(),...e.components};return(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.p,{children:"This page provides troubleshooting advice for issues you might encounter when using OpenRAG or contributing to OpenRAG."}),"\n",(0,i.jsx)(n.h2,{id:"opensearch-fails-to-start",children:"OpenSearch fails to start"}),"\n",(0,i.jsxs)(n.p,{children:["Check that the value of the ",(0,i.jsx)(n.code,{children:"OPENSEARCH_PASSWORD"})," ",(0,i.jsx)(n.a,{href:"/reference/configuration",children:"environment variable"})," meets the ",(0,i.jsx)(n.a,{href:"https://docs.opensearch.org/latest/security/configuration/demo-configuration/#setting-up-a-custom-admin-password",children:"OpenSearch password complexity requirements"}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["If you need to change the password, you must ",(0,i.jsx)(n.a,{href:"/manage-services",children:"reset the OpenRAG services"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"openrag-fails-to-start-from-the-tui-with-operation-not-supported",children:"OpenRAG fails to start from the TUI with operation not supported"}),"\n",(0,i.jsxs)(n.p,{children:["This error occurs when starting OpenRAG with the TUI in ",(0,i.jsx)(n.a,{href:"https://learn.microsoft.com/en-us/windows/wsl/install",children:"WSL (Windows Subsystem for Linux)"}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["The error occurs because OpenRAG is running within a WSL environment, so ",(0,i.jsx)(n.code,{children:"webbrowser.open()"})," can't launch a browser automatically."]}),"\n",(0,i.jsxs)(n.p,{children:["To access the OpenRAG application, open a web browser and enter ",(0,i.jsx)(n.code,{children:"http://localhost:3000"})," in the address bar."]}),"\n",(0,i.jsx)(n.h2,{id:"openrag-installation-fails-with-unable-to-get-local-issuer-certificate",children:"OpenRAG installation fails with unable to get local issuer certificate"}),"\n",(0,i.jsxs)(n.p,{children:["If you are installing OpenRAG on macOS, and the installation fails with ",(0,i.jsx)(n.code,{children:"unable to get local issuer certificate"}),", run the following command, and then retry the installation:"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:'open "/Applications/Python VERSION/Install Certificates.command"\n'})}),"\n",(0,i.jsxs)(n.p,{children:["Replace ",(0,i.jsx)(n.code,{children:"VERSION"})," with your installed Python version, such as ",(0,i.jsx)(n.code,{children:"3.13"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"langflow-connection-issues",children:"Langflow connection issues"}),"\n",(0,i.jsxs)(n.p,{children:["Verify that the value of the ",(0,i.jsx)(n.code,{children:"LANGFLOW_SUPERUSER"})," environment variable is correct.\nFor more information about this variable and how this variable controls Langflow access, see ",(0,i.jsx)(n.a,{href:"/reference/configuration#langflow-settings",children:"Langflow settings"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"container-out-of-memory-errors",children:"Container out of memory errors"}),"\n",(0,i.jsxs)(n.p,{children:["Increase Docker memory allocation or use ",(0,i.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/blob/main/docker-compose-cpu.yml",children:"docker-compose-cpu.yml"})," to deploy OpenRAG."]}),"\n",(0,i.jsx)(n.h2,{id:"memory-issue-with-podman-on-macos",children:"Memory issue with Podman on macOS"}),"\n",(0,i.jsx)(n.p,{children:"If you're using Podman on macOS, you might need to increase VM memory on your Podman machine.\nThis example increases the machine size to 8 GB of RAM, which should be sufficient to run OpenRAG."}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"podman machine stop\npodman machine rm\npodman machine init --memory 8192 # 8 GB example\npodman machine start\n"})}),"\n",(0,i.jsx)(n.h2,{id:"port-conflicts",children:"Port conflicts"}),"\n",(0,i.jsxs)(n.p,{children:["With the default ",(0,i.jsx)(n.a,{href:"/reference/configuration",children:"environment variable"})," values, OpenRAG requires the following ports to be available on the host machine:"]}),"\n",(0,i.jsxs)(n.ul,{children:["\n",(0,i.jsx)(n.li,{children:"3000: Langflow application"}),"\n",(0,i.jsx)(n.li,{children:"5001: Docling local ingestion service"}),"\n",(0,i.jsx)(n.li,{children:"5601: OpenSearch Dashboards"}),"\n",(0,i.jsx)(n.li,{children:"7860: Docling UI"}),"\n",(0,i.jsx)(n.li,{children:"8000: Docling API"}),"\n",(0,i.jsx)(n.li,{children:"9200: OpenSearch service"}),"\n"]}),"\n",(0,i.jsx)(n.h2,{id:"ocr-ingestion-fails-easyocr-not-installed",children:"OCR ingestion fails (easyocr not installed)"}),"\n",(0,i.jsxs)(n.p,{children:["Docling ingestion can fail with an OCR-related error that mentions ",(0,i.jsx)(n.code,{children:"easyocr"})," is missing.\nThis is likely due to a stale ",(0,i.jsx)(n.code,{children:"uv"})," cache when you ",(0,i.jsxs)(n.a,{href:"/install-uvx",children:["install OpenRAG with ",(0,i.jsx)(n.code,{children:"uvx"})]}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["When you invoke OpenRAG with ",(0,i.jsx)(n.code,{children:"uvx openrag"}),", ",(0,i.jsx)(n.code,{children:"uvx"})," creates a cached, ephemeral environment that doesn't modify your project.\nThe location and path of this cache depends on your operating system.\nFor example, on macOS, this is typically a user cache directory, such as ",(0,i.jsx)(n.code,{children:"~/.cache/uv"}),"."]}),"\n",(0,i.jsx)(n.p,{children:"This cache can become stale, producing errors like missing dependencies."}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["If the TUI is open, press ",(0,i.jsx)("kbd",{children:"q"})," to exit the TUI."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Clear the ",(0,i.jsx)(n.code,{children:"uv"})," cache:"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv cache clean\n"})}),"\n",(0,i.jsx)(n.p,{children:"To clear the OpenRAG cache only, run:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv cache clean openrag\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Invoke OpenRAG to restart the TUI:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uvx openrag\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Click ",(0,i.jsx)(n.strong,{children:"Launch OpenRAG"}),", and then retry document ingestion."]}),"\n"]}),"\n"]}),"\n",(0,i.jsxs)(n.p,{children:["If you install OpenRAG with ",(0,i.jsx)(n.code,{children:"uv"}),", dependencies are synced directly from your ",(0,i.jsx)(n.code,{children:"pyproject.toml"})," file.\nThis should automatically install ",(0,i.jsx)(n.code,{children:"easyocr"})," because ",(0,i.jsx)(n.code,{children:"easyocr"})," is included as a dependency in OpenRAG's ",(0,i.jsx)(n.code,{children:"pyproject.toml"}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["If you don't need OCR, you can disable OCR-based processing in your ",(0,i.jsx)(n.a,{href:"/knowledge#knowledge-ingestion-settings",children:"ingestion settings"})," to avoid requiring ",(0,i.jsx)(n.code,{children:"easyocr"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"langflow-container-already-exists-during-upgrade",children:"Upgrade fails due to Langflow container already exists"}),"\n",(0,i.jsxs)(n.p,{children:["If you encounter a ",(0,i.jsx)(n.code,{children:"langflow container already exists"})," error when upgrading OpenRAG, this typically means you upgraded OpenRAG with ",(0,i.jsx)(n.code,{children:"uv"}),", but you didn't remove or upgrade containers from a previous installation."]}),"\n",(0,i.jsx)(n.p,{children:"To resolve this issue, do the following:"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Remove only the Langflow container:"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Stop the Langflow container:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker stop langflow\n"})}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman stop langflow\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Remove the Langflow container:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker rm langflow --force\n"})}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman rm langflow --force\n"})}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Retry the ",(0,i.jsx)(n.a,{href:"/upgrade",children:"upgrade"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["If reinstalling the Langflow container doesn't resolve the issue, then you must ",(0,i.jsx)(n.a,{href:"/manage-services",children:"reset all containers"})," or ",(0,i.jsx)(n.a,{href:"/reinstall",children:"reinstall OpenRAG"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Retry the ",(0,i.jsx)(n.a,{href:"/upgrade",children:"upgrade"}),"."]}),"\n",(0,i.jsx)(n.p,{children:"If no updates are available after reinstalling OpenRAG, then you reinstalled at the latest version, and your deployment is up to date."}),"\n"]}),"\n"]}),"\n",(0,i.jsx)(n.h2,{id:"document-ingestion-or-similarity-search-issues",children:"Document ingestion or similarity search issues"}),"\n",(0,i.jsxs)(n.p,{children:["See ",(0,i.jsx)(n.a,{href:"/ingestion#troubleshoot-ingestion",children:"Troubleshoot ingestion"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"ollama-model-issues",children:"Ollama model issues"}),"\n",(0,i.jsx)(t.Ay,{})]})}function u(e={}){const{wrapper:n}={...(0,r.R)(),...e.components};return n?(0,i.jsx)(n,{...e,children:(0,i.jsx)(h,{...e})}):h(e)}},8453:(e,n,s)=>{s.d(n,{R:()=>t,x:()=>l});var o=s(6540);const i={},r=o.createContext(i);function t(e){const n=o.useContext(r);return o.useMemo(function(){return"function"==typeof e?e(n):{...n,...e}},[n,e])}function l(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(i):e.components||i:t(e.components),o.createElement(r.Provider,{value:n},e.children)}}}]); \ No newline at end of file +"use strict";(globalThis.webpackChunkopenrag_docs=globalThis.webpackChunkopenrag_docs||[]).push([[2668],{3059:(e,n,s)=>{s.d(n,{Ay:()=>l,RM:()=>r});var o=s(4848),i=s(8453);const r=[];function t(e){const n={a:"a",code:"code",li:"li",p:"p",strong:"strong",ul:"ul",...(0,i.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(n.p,{children:"OpenRAG isn't guaranteed to be compatible with all models that are available through Ollama.\nFor example, some models might produce unexpected results, such as JSON-formatted output instead of natural language responses, and some models aren't appropriate for the types of tasks that OpenRAG performs, such as those that generate media."}),"\n",(0,o.jsx)(n.p,{children:"The OpenRAG team recommends the following models when using Ollama as your model provider:"}),"\n",(0,o.jsxs)(n.ul,{children:["\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:[(0,o.jsx)(n.strong,{children:"Language models"}),": ",(0,o.jsx)(n.code,{children:"gpt-oss:20b"})," or ",(0,o.jsx)(n.code,{children:"mistral-nemo:12b"}),"."]}),"\n",(0,o.jsxs)(n.p,{children:["If you choose ",(0,o.jsx)(n.code,{children:"gpt-oss:20b"}),", consider using Ollama Cloud or running Ollama on a remote machine because this model requires at least 16GB of RAM."]}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:[(0,o.jsx)(n.strong,{children:"Embedding models"}),": ",(0,o.jsx)(n.a,{href:"https://ollama.com/library/nomic-embed-text",children:(0,o.jsx)(n.code,{children:"nomic-embed-text:latest"})}),", ",(0,o.jsx)(n.code,{children:"mxbai-embed-large:latest"}),", or ",(0,o.jsx)(n.code,{children:"embeddinggemma:latest"}),"."]}),"\n"]}),"\n"]}),"\n",(0,o.jsxs)(n.p,{children:["You can experiment with other models, but if you encounter issues that you are unable to resolve through other RAG best practices (like context filters and prompt engineering), try switching to one of the recommended models.\nYou can submit an ",(0,o.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/issues",children:"OpenRAG GitHub issue"})," to request support for specific models."]})]})}function l(e={}){const{wrapper:n}={...(0,i.R)(),...e.components};return n?(0,o.jsx)(n,{...e,children:(0,o.jsx)(t,{...e})}):t(e)}},5014:(e,n,s)=>{s.r(n),s.d(n,{assets:()=>c,contentTitle:()=>a,default:()=>u,frontMatter:()=>l,metadata:()=>o,toc:()=>d});const o=JSON.parse('{"id":"support/troubleshoot","title":"Troubleshoot OpenRAG","description":"This page provides troubleshooting advice for issues you might encounter when using OpenRAG or contributing to OpenRAG.","source":"@site/docs/support/troubleshoot.mdx","sourceDirName":"support","slug":"/support/troubleshoot","permalink":"/support/troubleshoot","draft":false,"unlisted":false,"editUrl":"https://github.com/openrag/openrag/tree/main/docs/docs/support/troubleshoot.mdx","tags":[],"version":"current","frontMatter":{"title":"Troubleshoot OpenRAG","slug":"/support/troubleshoot"},"sidebar":"tutorialSidebar","previous":{"title":"Environment variables","permalink":"/reference/configuration"}}');var i=s(4848),r=s(8453),t=s(3059);const l={title:"Troubleshoot OpenRAG",slug:"/support/troubleshoot"},a=void 0,c={},d=[{value:"OpenSearch fails to start",id:"opensearch-fails-to-start",level:2},{value:"OpenRAG fails to start from the TUI with operation not supported",id:"openrag-fails-to-start-from-the-tui-with-operation-not-supported",level:2},{value:"OpenRAG installation fails with unable to get local issuer certificate",id:"openrag-installation-fails-with-unable-to-get-local-issuer-certificate",level:2},{value:"Langflow connection issues",id:"langflow-connection-issues",level:2},{value:"Container out of memory errors",id:"container-out-of-memory-errors",level:2},{value:"Memory issue with Podman on macOS",id:"memory-issue-with-podman-on-macos",level:2},{value:"Port conflicts",id:"port-conflicts",level:2},{value:"OCR ingestion fails (easyocr not installed)",id:"ocr-ingestion-fails-easyocr-not-installed",level:2},{value:"Upgrade fails due to Langflow container already exists",id:"langflow-container-already-exists-during-upgrade",level:2},{value:"Document ingestion or similarity search issues",id:"document-ingestion-or-similarity-search-issues",level:2},{value:"Ollama model issues",id:"ollama-model-issues",level:2},...t.RM];function h(e){const n={a:"a",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",pre:"pre",strong:"strong",ul:"ul",...(0,r.R)(),...e.components};return(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.p,{children:"This page provides troubleshooting advice for issues you might encounter when using OpenRAG or contributing to OpenRAG."}),"\n",(0,i.jsx)(n.h2,{id:"opensearch-fails-to-start",children:"OpenSearch fails to start"}),"\n",(0,i.jsxs)(n.p,{children:["Check that the value of the ",(0,i.jsx)(n.code,{children:"OPENSEARCH_PASSWORD"})," ",(0,i.jsx)(n.a,{href:"/reference/configuration",children:"environment variable"})," meets the ",(0,i.jsx)(n.a,{href:"https://docs.opensearch.org/latest/security/configuration/demo-configuration/#setting-up-a-custom-admin-password",children:"OpenSearch password complexity requirements"}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["If you need to change the password, you must ",(0,i.jsx)(n.a,{href:"/manage-services",children:"reset the OpenRAG services"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"openrag-fails-to-start-from-the-tui-with-operation-not-supported",children:"OpenRAG fails to start from the TUI with operation not supported"}),"\n",(0,i.jsxs)(n.p,{children:["This error occurs when starting OpenRAG with the TUI in ",(0,i.jsx)(n.a,{href:"https://learn.microsoft.com/en-us/windows/wsl/install",children:"WSL (Windows Subsystem for Linux)"}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["The error occurs because OpenRAG is running within a WSL environment, so ",(0,i.jsx)(n.code,{children:"webbrowser.open()"})," can't launch a browser automatically."]}),"\n",(0,i.jsxs)(n.p,{children:["To access the OpenRAG application, open a web browser and enter ",(0,i.jsx)(n.code,{children:"http://localhost:3000"})," in the address bar."]}),"\n",(0,i.jsx)(n.h2,{id:"openrag-installation-fails-with-unable-to-get-local-issuer-certificate",children:"OpenRAG installation fails with unable to get local issuer certificate"}),"\n",(0,i.jsxs)(n.p,{children:["If you are installing OpenRAG on macOS, and the installation fails with ",(0,i.jsx)(n.code,{children:"unable to get local issuer certificate"}),", run the following command, and then retry the installation:"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:'open "/Applications/Python VERSION/Install Certificates.command"\n'})}),"\n",(0,i.jsxs)(n.p,{children:["Replace ",(0,i.jsx)(n.code,{children:"VERSION"})," with your installed Python version, such as ",(0,i.jsx)(n.code,{children:"3.13"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"langflow-connection-issues",children:"Langflow connection issues"}),"\n",(0,i.jsxs)(n.p,{children:["Verify that the value of the ",(0,i.jsx)(n.code,{children:"LANGFLOW_SUPERUSER"})," environment variable is correct.\nFor more information about this variable and how this variable controls Langflow access, see ",(0,i.jsx)(n.a,{href:"/reference/configuration#langflow-settings",children:"Langflow settings"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"container-out-of-memory-errors",children:"Container out of memory errors"}),"\n",(0,i.jsxs)(n.p,{children:["Increase Docker memory allocation or use the CPU-only deployment (base ",(0,i.jsx)(n.code,{children:"docker-compose.yml"})," without GPU override) to reduce memory usage."]}),"\n",(0,i.jsx)(n.h2,{id:"memory-issue-with-podman-on-macos",children:"Memory issue with Podman on macOS"}),"\n",(0,i.jsx)(n.p,{children:"If you're using Podman on macOS, you might need to increase VM memory on your Podman machine.\nThis example increases the machine size to 8 GB of RAM, which should be sufficient to run OpenRAG."}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"podman machine stop\npodman machine rm\npodman machine init --memory 8192 # 8 GB example\npodman machine start\n"})}),"\n",(0,i.jsx)(n.h2,{id:"port-conflicts",children:"Port conflicts"}),"\n",(0,i.jsxs)(n.p,{children:["With the default ",(0,i.jsx)(n.a,{href:"/reference/configuration",children:"environment variable"})," values, OpenRAG requires the following ports to be available on the host machine:"]}),"\n",(0,i.jsxs)(n.ul,{children:["\n",(0,i.jsx)(n.li,{children:"3000: Langflow application"}),"\n",(0,i.jsx)(n.li,{children:"5001: Docling local ingestion service"}),"\n",(0,i.jsx)(n.li,{children:"5601: OpenSearch Dashboards"}),"\n",(0,i.jsx)(n.li,{children:"7860: Docling UI"}),"\n",(0,i.jsx)(n.li,{children:"8000: Docling API"}),"\n",(0,i.jsx)(n.li,{children:"9200: OpenSearch service"}),"\n"]}),"\n",(0,i.jsx)(n.h2,{id:"ocr-ingestion-fails-easyocr-not-installed",children:"OCR ingestion fails (easyocr not installed)"}),"\n",(0,i.jsxs)(n.p,{children:["Docling ingestion can fail with an OCR-related error that mentions ",(0,i.jsx)(n.code,{children:"easyocr"})," is missing.\nThis is likely due to a stale ",(0,i.jsx)(n.code,{children:"uv"})," cache when you ",(0,i.jsxs)(n.a,{href:"/install-uvx",children:["install OpenRAG with ",(0,i.jsx)(n.code,{children:"uvx"})]}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["When you invoke OpenRAG with ",(0,i.jsx)(n.code,{children:"uvx openrag"}),", ",(0,i.jsx)(n.code,{children:"uvx"})," creates a cached, ephemeral environment that doesn't modify your project.\nThe location and path of this cache depends on your operating system.\nFor example, on macOS, this is typically a user cache directory, such as ",(0,i.jsx)(n.code,{children:"~/.cache/uv"}),"."]}),"\n",(0,i.jsx)(n.p,{children:"This cache can become stale, producing errors like missing dependencies."}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["If the TUI is open, press ",(0,i.jsx)("kbd",{children:"q"})," to exit the TUI."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Clear the ",(0,i.jsx)(n.code,{children:"uv"})," cache:"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv cache clean\n"})}),"\n",(0,i.jsx)(n.p,{children:"To clear the OpenRAG cache only, run:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv cache clean openrag\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Invoke OpenRAG to restart the TUI:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uvx openrag\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Click ",(0,i.jsx)(n.strong,{children:"Launch OpenRAG"}),", and then retry document ingestion."]}),"\n"]}),"\n"]}),"\n",(0,i.jsxs)(n.p,{children:["If you install OpenRAG with ",(0,i.jsx)(n.code,{children:"uv"}),", dependencies are synced directly from your ",(0,i.jsx)(n.code,{children:"pyproject.toml"})," file.\nThis should automatically install ",(0,i.jsx)(n.code,{children:"easyocr"})," because ",(0,i.jsx)(n.code,{children:"easyocr"})," is included as a dependency in OpenRAG's ",(0,i.jsx)(n.code,{children:"pyproject.toml"}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["If you don't need OCR, you can disable OCR-based processing in your ",(0,i.jsx)(n.a,{href:"/knowledge#knowledge-ingestion-settings",children:"ingestion settings"})," to avoid requiring ",(0,i.jsx)(n.code,{children:"easyocr"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"langflow-container-already-exists-during-upgrade",children:"Upgrade fails due to Langflow container already exists"}),"\n",(0,i.jsxs)(n.p,{children:["If you encounter a ",(0,i.jsx)(n.code,{children:"langflow container already exists"})," error when upgrading OpenRAG, this typically means you upgraded OpenRAG with ",(0,i.jsx)(n.code,{children:"uv"}),", but you didn't remove or upgrade containers from a previous installation."]}),"\n",(0,i.jsx)(n.p,{children:"To resolve this issue, do the following:"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Remove only the Langflow container:"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Stop the Langflow container:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker stop langflow\n"})}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman stop langflow\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Remove the Langflow container:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",metastring:'title="Docker"',children:"docker rm langflow --force\n"})}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",metastring:'title="Podman"',children:"podman rm langflow --force\n"})}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Retry the ",(0,i.jsx)(n.a,{href:"/upgrade",children:"upgrade"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["If reinstalling the Langflow container doesn't resolve the issue, then you must ",(0,i.jsx)(n.a,{href:"/manage-services",children:"reset all containers"})," or ",(0,i.jsx)(n.a,{href:"/reinstall",children:"reinstall OpenRAG"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Retry the ",(0,i.jsx)(n.a,{href:"/upgrade",children:"upgrade"}),"."]}),"\n",(0,i.jsx)(n.p,{children:"If no updates are available after reinstalling OpenRAG, then you reinstalled at the latest version, and your deployment is up to date."}),"\n"]}),"\n"]}),"\n",(0,i.jsx)(n.h2,{id:"document-ingestion-or-similarity-search-issues",children:"Document ingestion or similarity search issues"}),"\n",(0,i.jsxs)(n.p,{children:["See ",(0,i.jsx)(n.a,{href:"/ingestion#troubleshoot-ingestion",children:"Troubleshoot ingestion"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"ollama-model-issues",children:"Ollama model issues"}),"\n",(0,i.jsx)(t.Ay,{})]})}function u(e={}){const{wrapper:n}={...(0,r.R)(),...e.components};return n?(0,i.jsx)(n,{...e,children:(0,i.jsx)(h,{...e})}):h(e)}},8453:(e,n,s)=>{s.d(n,{R:()=>t,x:()=>l});var o=s(6540);const i={},r=o.createContext(i);function t(e){const n=o.useContext(r);return o.useMemo(function(){return"function"==typeof e?e(n):{...n,...e}},[n,e])}function l(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(i):e.components||i:t(e.components),o.createElement(r.Provider,{value:n},e.children)}}}]); \ No newline at end of file diff --git a/assets/js/runtime~main.a299070f.js b/assets/js/runtime~main.38e31353.js similarity index 54% rename from assets/js/runtime~main.a299070f.js rename to assets/js/runtime~main.38e31353.js index 51b9c0d6..6dbe2497 100644 --- a/assets/js/runtime~main.a299070f.js +++ b/assets/js/runtime~main.38e31353.js @@ -1 +1 @@ -(()=>{"use strict";var e,a,r,t,f,c={},o={};function d(e){var a=o[e];if(void 0!==a)return a.exports;var r=o[e]={exports:{}};return c[e].call(r.exports,r,r.exports,d),r.exports}d.m=c,e=[],d.O=(a,r,t,f)=>{if(!r){var c=1/0;for(i=0;i=f)&&Object.keys(d.O).every(e=>d.O[e](r[b]))?r.splice(b--,1):(o=!1,f0&&e[i-1][2]>f;i--)e[i]=e[i-1];e[i]=[r,t,f]},d.n=e=>{var a=e&&e.__esModule?()=>e.default:()=>e;return d.d(a,{a:a}),a},r=Object.getPrototypeOf?e=>Object.getPrototypeOf(e):e=>e.__proto__,d.t=function(e,t){if(1&t&&(e=this(e)),8&t)return e;if("object"==typeof e&&e){if(4&t&&e.__esModule)return e;if(16&t&&"function"==typeof e.then)return e}var f=Object.create(null);d.r(f);var c={};a=a||[null,r({}),r([]),r(r)];for(var o=2&t&&e;("object"==typeof o||"function"==typeof o)&&!~a.indexOf(o);o=r(o))Object.getOwnPropertyNames(o).forEach(a=>c[a]=()=>e[a]);return c.default=()=>e,d.d(f,c),f},d.d=(e,a)=>{for(var r in a)d.o(a,r)&&!d.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:a[r]})},d.f={},d.e=e=>Promise.all(Object.keys(d.f).reduce((a,r)=>(d.f[r](e,a),a),[])),d.u=e=>"assets/js/"+({98:"af920ffe",571:"0ba6a408",961:"21afe7ac",1567:"22dd74f7",2272:"749371cc",2668:"eb5b356a",3207:"27b4a875",5490:"71478a5d",5668:"c5b64a02",5742:"aba21aa0",5750:"d0314b07",6152:"52896773",6190:"7b5e550f",6235:"915a24fd",6919:"ca2c3c0c",6976:"4ba45368",7098:"a7bd4aaa",8186:"03ef5215",8401:"17896441",8615:"ae242f53",8617:"441f609b",9026:"c8078f0a",9048:"a94703ab",9172:"e633a5ea",9532:"33362219",9647:"5e95c892"}[e]||e)+"."+{98:"fae170b0",165:"7b1d067d",291:"1b64972f",571:"efa6fc46",617:"e8fa27b8",961:"7f9f70e7",1e3:"f9af7a41",1203:"b618bb61",1567:"7a0edff6",1741:"b927934f",1746:"1ce4b99b",2130:"09232a19",2237:"70c48bab",2272:"676ec1ad",2279:"44341cb1",2291:"2753844f",2325:"7c4239a7",2334:"6d98e48e",2492:"e6c78669",2668:"0097fd59",2821:"7e574346",3207:"5585873a",3490:"026802f4",3624:"a9a49a51",3815:"f87fc96a",4218:"0662e556",4250:"77e8e6c6",4616:"0d0b0873",4802:"a8b2857c",4981:"61cf4b0a",5480:"23265b76",5490:"6bdf311d",5668:"8aade99d",5742:"2f625fe1",5750:"0bb94724",5901:"f6ccb00b",5955:"14464ff3",5996:"b2d1663e",6152:"66bfb2f3",6190:"a397b62a",6235:"df85b0ea",6241:"a1fa513c",6319:"9020eb44",6366:"0c77f825",6567:"08800141",6919:"0943a68e",6976:"4168b16c",6992:"eb4cc2ed",7098:"9fea9356",7465:"7e0b8008",7592:"d6165eff",7873:"083fcc2e",7928:"5f633e47",8142:"5edfc34d",8186:"c65167a4",8249:"4f81048e",8401:"afd63cb1",8565:"6a562290",8615:"33b6f886",8617:"8f0bf0a1",8731:"4bc22343",8756:"74d5516d",9026:"1db22c20",9032:"f4369ef2",9048:"fa9eaf65",9172:"88a60d4e",9412:"ca1dda85",9510:"81e2df6a",9532:"9fafa665",9647:"d28d5273"}[e]+".js",d.miniCssF=e=>{},d.o=(e,a)=>Object.prototype.hasOwnProperty.call(e,a),t={},f="openrag-docs:",d.l=(e,a,r,c)=>{if(t[e])t[e].push(a);else{var o,b;if(void 0!==r)for(var n=document.getElementsByTagName("script"),i=0;i{o.onerror=o.onload=null,clearTimeout(s);var f=t[e];if(delete t[e],o.parentNode&&o.parentNode.removeChild(o),f&&f.forEach(e=>e(r)),a)return a(r)},s=setTimeout(u.bind(null,void 0,{type:"timeout",target:o}),12e4);o.onerror=u.bind(null,o.onerror),o.onload=u.bind(null,o.onload),b&&document.head.appendChild(o)}},d.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},d.p="/",d.gca=function(e){return e={17896441:"8401",33362219:"9532",52896773:"6152",af920ffe:"98","0ba6a408":"571","21afe7ac":"961","22dd74f7":"1567","749371cc":"2272",eb5b356a:"2668","27b4a875":"3207","71478a5d":"5490",c5b64a02:"5668",aba21aa0:"5742",d0314b07:"5750","7b5e550f":"6190","915a24fd":"6235",ca2c3c0c:"6919","4ba45368":"6976",a7bd4aaa:"7098","03ef5215":"8186",ae242f53:"8615","441f609b":"8617",c8078f0a:"9026",a94703ab:"9048",e633a5ea:"9172","5e95c892":"9647"}[e]||e,d.p+d.u(e)},(()=>{var e={5354:0,1869:0};d.f.j=(a,r)=>{var t=d.o(e,a)?e[a]:void 0;if(0!==t)if(t)r.push(t[2]);else if(/^(1869|5354)$/.test(a))e[a]=0;else{var f=new Promise((r,f)=>t=e[a]=[r,f]);r.push(t[2]=f);var c=d.p+d.u(a),o=new Error;d.l(c,r=>{if(d.o(e,a)&&(0!==(t=e[a])&&(e[a]=void 0),t)){var f=r&&("load"===r.type?"missing":r.type),c=r&&r.target&&r.target.src;o.message="Loading chunk "+a+" failed.\n("+f+": "+c+")",o.name="ChunkLoadError",o.type=f,o.request=c,t[1](o)}},"chunk-"+a,a)}},d.O.j=a=>0===e[a];var a=(a,r)=>{var t,f,[c,o,b]=r,n=0;if(c.some(a=>0!==e[a])){for(t in o)d.o(o,t)&&(d.m[t]=o[t]);if(b)var i=b(d)}for(a&&a(r);n{"use strict";var e,a,r,t,f,c={},d={};function o(e){var a=d[e];if(void 0!==a)return a.exports;var r=d[e]={exports:{}};return c[e].call(r.exports,r,r.exports,o),r.exports}o.m=c,e=[],o.O=(a,r,t,f)=>{if(!r){var c=1/0;for(i=0;i=f)&&Object.keys(o.O).every(e=>o.O[e](r[b]))?r.splice(b--,1):(d=!1,f0&&e[i-1][2]>f;i--)e[i]=e[i-1];e[i]=[r,t,f]},o.n=e=>{var a=e&&e.__esModule?()=>e.default:()=>e;return o.d(a,{a:a}),a},r=Object.getPrototypeOf?e=>Object.getPrototypeOf(e):e=>e.__proto__,o.t=function(e,t){if(1&t&&(e=this(e)),8&t)return e;if("object"==typeof e&&e){if(4&t&&e.__esModule)return e;if(16&t&&"function"==typeof e.then)return e}var f=Object.create(null);o.r(f);var c={};a=a||[null,r({}),r([]),r(r)];for(var d=2&t&&e;("object"==typeof d||"function"==typeof d)&&!~a.indexOf(d);d=r(d))Object.getOwnPropertyNames(d).forEach(a=>c[a]=()=>e[a]);return c.default=()=>e,o.d(f,c),f},o.d=(e,a)=>{for(var r in a)o.o(a,r)&&!o.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:a[r]})},o.f={},o.e=e=>Promise.all(Object.keys(o.f).reduce((a,r)=>(o.f[r](e,a),a),[])),o.u=e=>"assets/js/"+({98:"af920ffe",571:"0ba6a408",961:"21afe7ac",1567:"22dd74f7",2272:"749371cc",2668:"eb5b356a",3207:"27b4a875",5490:"71478a5d",5668:"c5b64a02",5742:"aba21aa0",5750:"d0314b07",6152:"52896773",6190:"7b5e550f",6235:"915a24fd",6919:"ca2c3c0c",6976:"4ba45368",7098:"a7bd4aaa",8186:"03ef5215",8401:"17896441",8615:"ae242f53",8617:"441f609b",9026:"c8078f0a",9048:"a94703ab",9172:"e633a5ea",9532:"33362219",9647:"5e95c892"}[e]||e)+"."+{98:"fae170b0",165:"7b1d067d",291:"1b64972f",571:"efa6fc46",617:"e8fa27b8",961:"7f9f70e7",1e3:"f9af7a41",1203:"b618bb61",1567:"7a0edff6",1741:"b927934f",1746:"1ce4b99b",2130:"09232a19",2237:"70c48bab",2272:"5005a885",2279:"44341cb1",2291:"2753844f",2325:"7c4239a7",2334:"6d98e48e",2492:"e6c78669",2668:"abe6dea3",2821:"7e574346",3207:"5585873a",3490:"026802f4",3624:"a9a49a51",3815:"f87fc96a",4218:"0662e556",4250:"77e8e6c6",4616:"0d0b0873",4802:"a8b2857c",4981:"61cf4b0a",5480:"23265b76",5490:"6bdf311d",5668:"8aade99d",5742:"2f625fe1",5750:"0bb94724",5901:"f6ccb00b",5955:"14464ff3",5996:"b2d1663e",6152:"66bfb2f3",6190:"a397b62a",6235:"df85b0ea",6241:"a1fa513c",6319:"9020eb44",6366:"0c77f825",6567:"08800141",6919:"0943a68e",6976:"4168b16c",6992:"eb4cc2ed",7098:"9fea9356",7465:"7e0b8008",7592:"d6165eff",7873:"083fcc2e",7928:"5f633e47",8142:"5edfc34d",8186:"c65167a4",8249:"4f81048e",8401:"afd63cb1",8565:"6a562290",8615:"33b6f886",8617:"8f0bf0a1",8731:"4bc22343",8756:"74d5516d",9026:"1db22c20",9032:"f4369ef2",9048:"fa9eaf65",9172:"88a60d4e",9412:"ca1dda85",9510:"81e2df6a",9532:"9fafa665",9647:"d28d5273"}[e]+".js",o.miniCssF=e=>{},o.o=(e,a)=>Object.prototype.hasOwnProperty.call(e,a),t={},f="openrag-docs:",o.l=(e,a,r,c)=>{if(t[e])t[e].push(a);else{var d,b;if(void 0!==r)for(var n=document.getElementsByTagName("script"),i=0;i{d.onerror=d.onload=null,clearTimeout(s);var f=t[e];if(delete t[e],d.parentNode&&d.parentNode.removeChild(d),f&&f.forEach(e=>e(r)),a)return a(r)},s=setTimeout(u.bind(null,void 0,{type:"timeout",target:d}),12e4);d.onerror=u.bind(null,d.onerror),d.onload=u.bind(null,d.onload),b&&document.head.appendChild(d)}},o.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},o.p="/",o.gca=function(e){return e={17896441:"8401",33362219:"9532",52896773:"6152",af920ffe:"98","0ba6a408":"571","21afe7ac":"961","22dd74f7":"1567","749371cc":"2272",eb5b356a:"2668","27b4a875":"3207","71478a5d":"5490",c5b64a02:"5668",aba21aa0:"5742",d0314b07:"5750","7b5e550f":"6190","915a24fd":"6235",ca2c3c0c:"6919","4ba45368":"6976",a7bd4aaa:"7098","03ef5215":"8186",ae242f53:"8615","441f609b":"8617",c8078f0a:"9026",a94703ab:"9048",e633a5ea:"9172","5e95c892":"9647"}[e]||e,o.p+o.u(e)},(()=>{var e={5354:0,1869:0};o.f.j=(a,r)=>{var t=o.o(e,a)?e[a]:void 0;if(0!==t)if(t)r.push(t[2]);else if(/^(1869|5354)$/.test(a))e[a]=0;else{var f=new Promise((r,f)=>t=e[a]=[r,f]);r.push(t[2]=f);var c=o.p+o.u(a),d=new Error;o.l(c,r=>{if(o.o(e,a)&&(0!==(t=e[a])&&(e[a]=void 0),t)){var f=r&&("load"===r.type?"missing":r.type),c=r&&r.target&&r.target.src;d.message="Loading chunk "+a+" failed.\n("+f+": "+c+")",d.name="ChunkLoadError",d.type=f,d.request=c,t[1](d)}},"chunk-"+a,a)}},o.O.j=a=>0===e[a];var a=(a,r)=>{var t,f,[c,d,b]=r,n=0;if(c.some(a=>0!==e[a])){for(t in d)o.o(d,t)&&(o.m[t]=d[t]);if(b)var i=b(o)}for(a&&a(r);n Chat in OpenRAG | OpenRAG - + diff --git a/docker/index.html b/docker/index.html index 277b661d..c39e1335 100644 --- a/docker/index.html +++ b/docker/index.html @@ -4,7 +4,7 @@ Deploy OpenRAG with self-managed services | OpenRAG - + @@ -150,18 +150,17 @@ Additionally, this enables the 
Status: running
Endpoint: http://127.0.0.1:5001
Docs: http://127.0.0.1:5001/docs
PID: 27746
  • -

    Deploy the OpenRAG containers locally using the appropriate Docker Compose file for your environment. -Both files deploy the same services.

    +

    Deploy the OpenRAG containers locally using the appropriate Docker Compose configuration for your environment.

    • -

      docker-compose.yml: If your host machine has an NVIDIA GPU with CUDA support and compatible NVIDIA drivers, you can use this file to deploy OpenRAG with accelerated processing.

      -
      Docker
      docker compose build
      docker compose up -d
      -
      Podman
      podman compose build
      podman compose up -d
      +

      GPU-accelerated deployment: If your host machine has an NVIDIA GPU with CUDA support and compatible NVIDIA drivers, use the base docker-compose.yml file with the docker-compose.gpu.yml override.

      +
      Docker
      docker compose -f docker-compose.yml -f docker-compose.gpu.yml up -d
      +
      Podman
      podman compose -f docker-compose.yml -f docker-compose.gpu.yml up -d
    • -

      docker-compose-cpu.yml: If your host machine doesn't have NVIDIA GPU support, use this file for a CPU-only OpenRAG deployment.

      -
      Docker
      docker compose -f docker-compose-cpu.yml up -d
      -
      Podman
      podman compose -f docker-compose-cpu.yml up -d
      +

      CPU-only deployment (default): If your host machine doesn't have NVIDIA GPU support, use the base docker-compose.yml file.

      +
      Docker
      docker compose up -d
      +
      Podman
      podman compose up -d
    • diff --git a/index.html b/index.html index 388028f5..945754ac 100644 --- a/index.html +++ b/index.html @@ -4,7 +4,7 @@ What is OpenRAG? | OpenRAG - + diff --git a/ingestion/index.html b/ingestion/index.html index c5f21cb7..6c6d003d 100644 --- a/ingestion/index.html +++ b/ingestion/index.html @@ -4,7 +4,7 @@ Ingest knowledge | OpenRAG - + diff --git a/install-options/index.html b/install-options/index.html index 5e752cc2..2f0e7f92 100644 --- a/install-options/index.html +++ b/install-options/index.html @@ -4,7 +4,7 @@ Select an installation method | OpenRAG - + diff --git a/install-uv/index.html b/install-uv/index.html index 39e562d9..9f3cd9ef 100644 --- a/install-uv/index.html +++ b/install-uv/index.html @@ -4,7 +4,7 @@ Install OpenRAG in a Python project with uv | OpenRAG - + diff --git a/install-uvx/index.html b/install-uvx/index.html index 692ed583..c23d5047 100644 --- a/install-uvx/index.html +++ b/install-uvx/index.html @@ -4,7 +4,7 @@ Invoke OpenRAG with uvx | OpenRAG - + diff --git a/install-windows/index.html b/install-windows/index.html index 15b2e77a..4308c383 100644 --- a/install-windows/index.html +++ b/install-windows/index.html @@ -4,7 +4,7 @@ Install OpenRAG on Microsoft Windows | OpenRAG - + diff --git a/install/index.html b/install/index.html index 1953f4cf..5b8a03ee 100644 --- a/install/index.html +++ b/install/index.html @@ -4,7 +4,7 @@ Install OpenRAG with the automatic installer script | OpenRAG - + diff --git a/knowledge-filters/index.html b/knowledge-filters/index.html index 5434aafe..f0e1e981 100644 --- a/knowledge-filters/index.html +++ b/knowledge-filters/index.html @@ -4,7 +4,7 @@ Filter knowledge | OpenRAG - + diff --git a/knowledge/index.html b/knowledge/index.html index 6fcd76c2..d44b4874 100644 --- a/knowledge/index.html +++ b/knowledge/index.html @@ -4,7 +4,7 @@ Configure knowledge | OpenRAG - + diff --git a/manage-services/index.html b/manage-services/index.html index 5ca2b5b9..e5c5dfbc 100644 --- a/manage-services/index.html +++ b/manage-services/index.html @@ -4,7 +4,7 @@ Manage OpenRAG containers and services | OpenRAG - + diff --git a/quickstart/index.html b/quickstart/index.html index 0afd94bf..50f58bbd 100644 --- a/quickstart/index.html +++ b/quickstart/index.html @@ -4,7 +4,7 @@ Quickstart | OpenRAG - + diff --git a/reference/configuration/index.html b/reference/configuration/index.html index 097f15d2..b338beea 100644 --- a/reference/configuration/index.html +++ b/reference/configuration/index.html @@ -4,7 +4,7 @@ Environment variables | OpenRAG - + diff --git a/reinstall/index.html b/reinstall/index.html index e6a9d211..94cdeb97 100644 --- a/reinstall/index.html +++ b/reinstall/index.html @@ -4,7 +4,7 @@ Reinstall OpenRAG | OpenRAG - + diff --git a/support/troubleshoot/index.html b/support/troubleshoot/index.html index c5ad0800..96ad6e16 100644 --- a/support/troubleshoot/index.html +++ b/support/troubleshoot/index.html @@ -4,7 +4,7 @@ Troubleshoot OpenRAG | OpenRAG - + @@ -27,7 +27,7 @@

    Verify that the value of the LANGFLOW_SUPERUSER environment variable is correct. For more information about this variable and how this variable controls Langflow access, see Langflow settings.

    Container out of memory errors​

    -

    Increase Docker memory allocation or use docker-compose-cpu.yml to deploy OpenRAG.

    +

    Increase Docker memory allocation or use the CPU-only deployment (base docker-compose.yml without GPU override) to reduce memory usage.

    Memory issue with Podman on macOS​

    If you're using Podman on macOS, you might need to increase VM memory on your Podman machine. This example increases the machine size to 8 GB of RAM, which should be sufficient to run OpenRAG.

    diff --git a/tui/index.html b/tui/index.html index 11aceb93..3a625e5f 100644 --- a/tui/index.html +++ b/tui/index.html @@ -4,7 +4,7 @@ Use the TUI | OpenRAG - + diff --git a/uninstall/index.html b/uninstall/index.html index 131fd4a3..e6d28bb5 100644 --- a/uninstall/index.html +++ b/uninstall/index.html @@ -4,7 +4,7 @@ Remove OpenRAG | OpenRAG - + diff --git a/upgrade/index.html b/upgrade/index.html index cea77cb4..fc45ae5e 100644 --- a/upgrade/index.html +++ b/upgrade/index.html @@ -4,7 +4,7 @@ Upgrade OpenRAG | OpenRAG - +