diff --git a/404.html b/404.html index 18d04046..1225d4e4 100644 --- a/404.html +++ b/404.html @@ -4,7 +4,7 @@ OpenRAG - + diff --git a/agents/index.html b/agents/index.html index 0b9ed3ab..61971609 100644 --- a/agents/index.html +++ b/agents/index.html @@ -4,7 +4,7 @@ Langflow in OpenRAG | OpenRAG - + diff --git a/assets/js/749371cc.baac4764.js b/assets/js/749371cc.baac4764.js deleted file mode 100644 index 230d25c9..00000000 --- a/assets/js/749371cc.baac4764.js +++ /dev/null @@ -1 +0,0 @@ -"use strict";(self.webpackChunkopenrag_docs=self.webpackChunkopenrag_docs||[]).push([[2272],{887:(e,n,s)=>{s.d(n,{Ay:()=>d,RM:()=>a});var r=s(4848),o=s(8453),i=s(1610),l=s(1470),t=s(9365);const a=[{value:"Application onboarding",id:"application-onboarding",level:2}];function c(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",strong:"strong",...(0,o.R)(),...e.components};return(0,r.jsxs)(r.Fragment,{children:[(0,r.jsx)(n.h2,{id:"application-onboarding",children:"Application onboarding"}),"\n",(0,r.jsxs)(n.p,{children:["The first time you start OpenRAG, whether using the TUI or a ",(0,r.jsx)(n.code,{children:".env"})," file, you must complete application onboarding."]}),"\n",(0,r.jsxs)(n.admonition,{type:"warning",children:[(0,r.jsxs)(n.p,{children:["Most values from onboarding can be changed later in the OpenRAG ",(0,r.jsx)(n.strong,{children:"Settings"})," page, but there are important restrictions."]}),(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.strong,{children:"language model provider"})," and ",(0,r.jsx)(n.strong,{children:"embeddings model provider"})," can only be selected at onboarding.\nTo change your provider selection later, you must ",(0,r.jsx)(n.a,{href:"/install#reinstall",children:"reinstall OpenRAG"}),"."]}),(0,r.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 embeddings model."})]}),"\n",(0,r.jsx)(n.p,{children:"Choose one LLM provider and complete these steps:"}),"\n",(0,r.jsxs)(l.A,{groupId:"Provider",children:[(0,r.jsx)(t.A,{value:"OpenAI",label:"OpenAI",default:!0,children:(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Enable ",(0,r.jsx)(n.strong,{children:"Get API key from environment variable"})," to automatically enter your key from the TUI-generated ",(0,r.jsx)(n.code,{children:".env"})," file.\nAlternatively, paste an OpenAI API key into the field."]}),"\n",(0,r.jsxs)(n.li,{children:["Under ",(0,r.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,r.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,r.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,r.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,r.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,r.jsx)(i.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,r.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Continue with the ",(0,r.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})}),(0,r.jsx)(t.A,{value:"IBM watsonx.ai",label:"IBM watsonx.ai",children:(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Complete the fields for ",(0,r.jsx)(n.strong,{children:"watsonx.ai API Endpoint"}),", ",(0,r.jsx)(n.strong,{children:"IBM Project ID"}),", and ",(0,r.jsx)(n.strong,{children:"IBM API key"}),".\nThese values are found in your IBM watsonx deployment."]}),"\n",(0,r.jsxs)(n.li,{children:["Under ",(0,r.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,r.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,r.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,r.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,r.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,r.jsx)(i.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,r.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Continue with the ",(0,r.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})}),(0,r.jsxs)(t.A,{value:"Anthropic",label:"Anthropic",children:[(0,r.jsx)(n.admonition,{type:"info",children:(0,r.jsx)(n.p,{children:"Anthropic does not provide embedding models. If you select Anthropic for your language model, you must then select a different provider for embeddings."})}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Enable ",(0,r.jsx)(n.strong,{children:"Use environment Anthropic API key"})," to automatically use your key from the TUI-generated ",(0,r.jsx)(n.code,{children:".env"})," file.\nAlternatively, paste an Anthropic API key into the field."]}),"\n",(0,r.jsxs)(n.li,{children:["Under ",(0,r.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,r.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,r.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,r.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,r.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,r.jsx)(i.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,r.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Continue with the ",(0,r.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})]}),(0,r.jsxs)(t.A,{value:"Ollama",label:"Ollama",children:[(0,r.jsx)(n.admonition,{type:"tip",children:(0,r.jsxs)(n.p,{children:["Ollama is not included with OpenRAG. To install Ollama, see the ",(0,r.jsx)(n.a,{href:"https://docs.ollama.com/",children:"Ollama documentation"}),"."]})}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Enter your Ollama server's base URL address.\nThe default Ollama server address is ",(0,r.jsx)(n.code,{children:"http://localhost:11434"}),".\nOpenRAG automatically transforms ",(0,r.jsx)(n.code,{children:"localhost"})," to access services outside of the container, and sends a test connection to your Ollama server to confirm connectivity."]}),"\n",(0,r.jsxs)(n.li,{children:["Under ",(0,r.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,r.jsx)(n.strong,{children:"Language Model"})," from the models available on your Ollama server."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["In the second onboarding panel, select your ",(0,r.jsx)(n.strong,{children:"Embedding Model"})," from the models available on your Ollama server."]}),"\n",(0,r.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,r.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,r.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,r.jsx)(i.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,r.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Continue with the ",(0,r.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})]})]})]})}function d(e={}){const{wrapper:n}={...(0,o.R)(),...e.components};return n?(0,r.jsx)(n,{...e,children:(0,r.jsx)(c,{...e})}):c(e)}},5788:(e,n,s)=>{s.r(n),s.d(n,{assets:()=>h,contentTitle:()=>d,default:()=>u,frontMatter:()=>c,metadata:()=>r,toc:()=>p});const r=JSON.parse('{"id":"get-started/docker","title":"Install OpenRAG containers","description":"OpenRAG has two Docker Compose files. Both files deploy the same applications and containers locally, but they are for different environments.","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":"Install OpenRAG containers","slug":"/docker"},"sidebar":"tutorialSidebar","previous":{"title":"Install OpenRAG with TUI","permalink":"/install"},"next":{"title":"Langflow in OpenRAG","permalink":"/agents"}}');var o=s(4848),i=s(8453),l=s(1470),t=s(9365),a=s(887);const c={title:"Install OpenRAG containers",slug:"/docker"},d=void 0,h={},p=[{value:"Prerequisites",id:"prerequisites",level:2},{value:"Install OpenRAG with Docker Compose",id:"install-openrag-with-docker-compose",level:2},...a.RM,{value:"Container management commands",id:"container-management-commands",level:2},{value:"Upgrade containers",id:"upgrade-containers",level:3},{value:"Rebuild containers (destructive)",id:"rebuild-containers-destructive",level:3},{value:"Remove all containers and data (destructive)",id:"remove-all-containers-and-data-destructive",level:3}];function x(e){const n={a:"a",code:"code",h2:"h2",h3:"h3",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,i.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(n.p,{children:"OpenRAG has two Docker Compose files. Both files deploy the same applications and containers locally, but they are for different environments."}),"\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.a,{href:"https://github.com/langflow-ai/openrag/blob/main/docker-compose.yml",children:(0,o.jsx)(n.code,{children:"docker-compose.yml"})})," is an OpenRAG deployment with GPU support for accelerated AI processing. This Docker Compose file requires an NVIDIA GPU with ",(0,o.jsx)(n.a,{href:"https://docs.nvidia.com/cuda/",children:"CUDA"})," support."]}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:[(0,o.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/blob/main/docker-compose-cpu.yml",children:(0,o.jsx)(n.code,{children:"docker-compose-cpu.yml"})})," is a CPU-only version of OpenRAG for systems without NVIDIA GPU support. Use this Docker Compose file for environments where GPU drivers aren't available."]}),"\n"]}),"\n"]}),"\n",(0,o.jsx)(n.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,o.jsxs)(n.ul,{children:["\n",(0,o.jsxs)(n.li,{children:["Install ",(0,o.jsx)(n.a,{href:"https://www.python.org/downloads/release/python-3100/",children:"Python Version 3.10 to 3.13"})]}),"\n",(0,o.jsxs)(n.li,{children:["Install ",(0,o.jsx)(n.a,{href:"https://docs.astral.sh/uv/getting-started/installation/",children:"uv"})]}),"\n",(0,o.jsxs)(n.li,{children:["Install ",(0,o.jsx)(n.a,{href:"https://podman.io/docs/installation",children:"Podman"})," (recommended) or ",(0,o.jsx)(n.a,{href:"https://docs.docker.com/get-docker/",children:"Docker"})]}),"\n",(0,o.jsxs)(n.li,{children:["Install ",(0,o.jsx)(n.a,{href:"https://docs.docker.com/compose/install/",children:"Docker Compose"}),". If using Podman, use ",(0,o.jsx)(n.a,{href:"https://docs.podman.io/en/latest/markdown/podman-compose.1.html",children:"podman-compose"})," or alias Docker compose commands to Podman commands."]}),"\n",(0,o.jsxs)(n.li,{children:["Optional: Create an ",(0,o.jsx)(n.a,{href:"https://platform.openai.com/api-keys",children:"OpenAI API key"}),". You can provide this key during ",(0,o.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"})," or choose a different model provider."]}),"\n",(0,o.jsxs)(n.li,{children:["Optional: Install GPU support with an NVIDIA GPU, ",(0,o.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",(0,o.jsx)(n.h2,{id:"install-openrag-with-docker-compose",children:"Install OpenRAG with Docker Compose"}),"\n",(0,o.jsx)(n.p,{children:"To install OpenRAG with Docker Compose, do the following:"}),"\n",(0,o.jsxs)(n.ol,{children:["\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsx)(n.p,{children:"Clone the OpenRAG repository."}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"git clone https://github.com/langflow-ai/openrag.git\ncd openrag\n"})}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsx)(n.p,{children:"Install dependencies."}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"uv sync\n"})}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:["Copy the example ",(0,o.jsx)(n.code,{children:".env"})," file included in the repository root.\nThe example file includes all environment variables with comments to guide you in finding and setting their values."]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"cp .env.example .env\n"})}),"\n",(0,o.jsxs)(n.p,{children:["Alternatively, create a new ",(0,o.jsx)(n.code,{children:".env"})," file in the repository root."]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{children:"touch .env\n"})}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:["The Docker Compose files are populated with the values from your ",(0,o.jsx)(n.code,{children:".env"})," file.\nThe ",(0,o.jsx)(n.code,{children:"OPENSEARCH_PASSWORD"})," value must be set.\n",(0,o.jsx)(n.code,{children:"OPENSEARCH_PASSWORD"})," can be automatically generated when using the TUI, but for a Docker Compose installation, you can set it manually instead. To generate an OpenSearch admin password, see the ",(0,o.jsx)(n.a,{href:"https://docs.opensearch.org/latest/security/configuration/demo-configuration/#setting-up-a-custom-admin-password",children:"OpenSearch documentation"}),"."]}),"\n",(0,o.jsx)(n.p,{children:"The following values are optional:"}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"OPENAI_API_KEY=your_openai_api_key\nLANGFLOW_SECRET_KEY=your_secret_key\n"})}),"\n",(0,o.jsxs)(n.p,{children:[(0,o.jsx)(n.code,{children:"OPENAI_API_KEY"})," is optional. You can provide it during ",(0,o.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"})," or choose a different model provider. If you want to set it in your ",(0,o.jsx)(n.code,{children:".env"})," file, you can find your OpenAI API key in your ",(0,o.jsx)(n.a,{href:"https://platform.openai.com/api-keys",children:"OpenAI account"}),"."]}),"\n",(0,o.jsxs)(n.p,{children:[(0,o.jsx)(n.code,{children:"LANGFLOW_SECRET_KEY"})," is optional. Langflow will auto-generate it if not set. For more information, see the ",(0,o.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-secret-key",children:"Langflow documentation"}),"."]}),"\n",(0,o.jsx)(n.p,{children:"The following Langflow configuration values are optional but important to consider:"}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"LANGFLOW_SUPERUSER=admin\nLANGFLOW_SUPERUSER_PASSWORD=your_langflow_password\n"})}),"\n",(0,o.jsxs)(n.p,{children:[(0,o.jsx)(n.code,{children:"LANGFLOW_SUPERUSER"})," defaults to ",(0,o.jsx)(n.code,{children:"admin"}),". You can omit it or set it to a different username. 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If set, Langflow requires password authentication."]}),"\n",(0,o.jsxs)(n.p,{children:["For more information on configuring OpenRAG with environment variables, see ",(0,o.jsx)(n.a,{href:"/reference/configuration",children:"Environment variables"}),"."]}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:["Start ",(0,o.jsx)(n.code,{children:"docling serve"})," on the host machine.\nOpenRAG Docker installations require that ",(0,o.jsx)(n.code,{children:"docling serve"})," is running on port 5001 on the host machine.\nThis enables ",(0,o.jsx)(n.a,{href:"https://opensource.apple.com/projects/mlx/",children:"Mac MLX"})," support for document processing."]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"uv run python scripts/docling_ctl.py start --port 5001\n"})}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:["Confirm ",(0,o.jsx)(n.code,{children:"docling serve"})," is running."]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{children:"uv run python scripts/docling_ctl.py status\n"})}),"\n",(0,o.jsxs)(n.p,{children:["Make sure the response shows that ",(0,o.jsx)(n.code,{children:"docling serve"})," is running, for example:"]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.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,o.jsxs)(n.li,{children:["\n",(0,o.jsx)(n.p,{children:"Deploy OpenRAG locally with Docker Compose based on your deployment type."}),"\n",(0,o.jsxs)(l.A,{groupId:"Compose file",children:[(0,o.jsx)(t.A,{value:"docker-compose.yml",label:"docker-compose.yml",default:!0,children:(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"docker compose build\ndocker compose up 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Frontend"}),(0,o.jsx)(n.td,{children:(0,o.jsx)(n.a,{href:"http://localhost:3000",children:"http://localhost:3000"})}),(0,o.jsx)(n.td,{children:"React web interface for users."})]}),(0,o.jsxs)(n.tr,{children:[(0,o.jsx)(n.td,{children:"Langflow"}),(0,o.jsx)(n.td,{children:(0,o.jsx)(n.a,{href:"http://localhost:7860",children:"http://localhost:7860"})}),(0,o.jsx)(n.td,{children:"AI workflow engine and flow management."})]}),(0,o.jsxs)(n.tr,{children:[(0,o.jsx)(n.td,{children:"OpenSearch"}),(0,o.jsx)(n.td,{children:(0,o.jsx)(n.a,{href:"http://localhost:9200",children:"http://localhost:9200"})}),(0,o.jsx)(n.td,{children:"Vector database for document storage."})]}),(0,o.jsxs)(n.tr,{children:[(0,o.jsx)(n.td,{children:"OpenSearch Dashboards"}),(0,o.jsx)(n.td,{children:(0,o.jsx)(n.a,{href:"http://localhost:5601",children:"http://localhost:5601"})}),(0,o.jsx)(n.td,{children:"Database administration interface."})]})]})]}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsx)(n.p,{children:"Verify installation by confirming all services are running."}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"docker compose ps\n"})}),"\n",(0,o.jsx)(n.p,{children:"You can now access OpenRAG at the following endpoints:"}),"\n",(0,o.jsxs)(n.ul,{children:["\n",(0,o.jsxs)(n.li,{children:[(0,o.jsx)(n.strong,{children:"Frontend"}),": ",(0,o.jsx)(n.a,{href:"http://localhost:3000",children:"http://localhost:3000"})]}),"\n",(0,o.jsxs)(n.li,{children:[(0,o.jsx)(n.strong,{children:"Backend API"}),": ",(0,o.jsx)(n.a,{href:"http://localhost:8000",children:"http://localhost:8000"})]}),"\n",(0,o.jsxs)(n.li,{children:[(0,o.jsx)(n.strong,{children:"Langflow"}),": ",(0,o.jsx)(n.a,{href:"http://localhost:7860",children:"http://localhost:7860"})]}),"\n"]}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["\n",(0,o.jsxs)(n.p,{children:["Continue with ",(0,o.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),"."]}),"\n"]}),"\n"]}),"\n",(0,o.jsxs)(n.p,{children:["To stop ",(0,o.jsx)(n.code,{children:"docling serve"})," when you're done with your OpenRAG deployment, run:"]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"uv run python scripts/docling_ctl.py stop\n"})}),"\n",(0,o.jsx)(a.Ay,{}),"\n",(0,o.jsx)(n.h2,{id:"container-management-commands",children:"Container management commands"}),"\n",(0,o.jsxs)(n.p,{children:["Manage your OpenRAG containers with the following commands.\nThese commands are also available in the TUI's ",(0,o.jsx)(n.a,{href:"/install#status",children:"Status menu"}),"."]}),"\n",(0,o.jsx)(n.h3,{id:"upgrade-containers",children:"Upgrade containers"}),"\n",(0,o.jsx)(n.p,{children:"Upgrade your containers to the latest version while preserving your data."}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"docker compose pull\ndocker compose up -d --force-recreate\n"})}),"\n",(0,o.jsx)(n.h3,{id:"rebuild-containers-destructive",children:"Rebuild containers (destructive)"}),"\n",(0,o.jsxs)(n.p,{children:["Reset state by rebuilding all of your containers.\nYour OpenSearch and Langflow databases will be lost.\nDocuments stored in the ",(0,o.jsx)(n.code,{children:"./documents"})," directory will persist, since the directory is mounted as a volume in the OpenRAG backend container."]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"docker compose up --build --force-recreate --remove-orphans\n"})}),"\n",(0,o.jsx)(n.h3,{id:"remove-all-containers-and-data-destructive",children:"Remove all containers and data (destructive)"}),"\n",(0,o.jsx)(n.p,{children:"Completely remove your OpenRAG installation and delete all data.\nThis deletes all of your data, including OpenSearch data, uploaded documents, and authentication."}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-bash",children:"docker compose down --volumes --remove-orphans --rmi local\ndocker system prune -f\n"})})]})}function u(e={}){const{wrapper:n}={...(0,i.R)(),...e.components};return n?(0,o.jsx)(n,{...e,children:(0,o.jsx)(x,{...e})}):x(e)}}}]); \ No newline at end of file diff --git a/assets/js/749371cc.e6a9083e.js b/assets/js/749371cc.e6a9083e.js new file mode 100644 index 00000000..cda27fdd --- /dev/null +++ b/assets/js/749371cc.e6a9083e.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkopenrag_docs=self.webpackChunkopenrag_docs||[]).push([[2272],{3656:(e,n,s)=>{s.d(n,{Ay:()=>p,RM:()=>c});var o=s(4848),r=s(8453),l=s(1610),i=s(1470),t=s(9365);function a(e){const n={a:"a",code:"code",li:"li",ol:"ol",p:"p",strong:"strong",...(0,r.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(n.p,{children:"Using Ollama for your OpenRAG language model provider offers greater flexibility and configuration, but can also be overwhelming to start.\nThese recommendations are a reasonable starting point for users with at least one GPU and experience running LLMs locally."}),"\n",(0,o.jsxs)(n.p,{children:["For best performance, OpenRAG recommends OpenAI's ",(0,o.jsx)(n.code,{children:"gpt-oss:20b"})," language model. However, this model uses 16GB of RAM, so consider using Ollama Cloud or running Ollama on a remote machine."]}),"\n",(0,o.jsxs)(n.p,{children:["For generating embeddings, OpenRAG recommends the ",(0,o.jsx)(n.a,{href:"https://ollama.com/library/nomic-embed-text",children:(0,o.jsx)(n.code,{children:"nomic-embed-text"})})," embedding model, which provides high-quality embeddings optimized for retrieval tasks."]}),"\n",(0,o.jsxs)(n.p,{children:["To run models in ",(0,o.jsx)(n.a,{href:"https://docs.ollama.com/cloud",children:(0,o.jsx)(n.strong,{children:"Ollama Cloud"})}),", follow these steps:"]}),"\n",(0,o.jsxs)(n.ol,{children:["\n",(0,o.jsxs)(n.li,{children:["Sign in to Ollama Cloud.\nIn a terminal, enter ",(0,o.jsx)(n.code,{children:"ollama signin"})," to connect your local environment with Ollama Cloud."]}),"\n",(0,o.jsxs)(n.li,{children:["To run the model, in Ollama, select the ",(0,o.jsx)(n.code,{children:"gpt-oss:20b-cloud"})," model, or run ",(0,o.jsx)(n.code,{children:"ollama run gpt-oss:20b-cloud"})," in a terminal.\nOllama Cloud models are run at the same URL as your local Ollama server at ",(0,o.jsx)(n.code,{children:"http://localhost:11434"}),", and automatically offloaded to Ollama's cloud service."]}),"\n",(0,o.jsxs)(n.li,{children:["Connect OpenRAG to the same local Ollama server as you would for local models in onboarding, using the default address of ",(0,o.jsx)(n.code,{children:"http://localhost:11434"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["In the ",(0,o.jsx)(n.strong,{children:"Language model"})," field, select the ",(0,o.jsx)(n.code,{children:"gpt-oss:20b-cloud"})," model."]}),"\n"]}),"\n",(0,o.jsx)("br",{}),"\n",(0,o.jsxs)(n.p,{children:["To run models on a ",(0,o.jsx)(n.strong,{children:"remote Ollama server"}),", follow these steps:"]}),"\n",(0,o.jsxs)(n.ol,{children:["\n",(0,o.jsx)(n.li,{children:"Ensure your remote Ollama server is accessible from your OpenRAG instance."}),"\n",(0,o.jsxs)(n.li,{children:["In the ",(0,o.jsx)(n.strong,{children:"Ollama Base URL"})," field, enter your remote Ollama server's base URL, such as ",(0,o.jsx)(n.code,{children:"http://your-remote-server:11434"}),".\nOpenRAG connects to the remote Ollama server and populates the lists with the server's available models."]}),"\n",(0,o.jsxs)(n.li,{children:["Select your ",(0,o.jsx)(n.strong,{children:"Embedding model"})," and ",(0,o.jsx)(n.strong,{children:"Language model"})," from the available options."]}),"\n"]})]})}function d(e={}){const{wrapper:n}={...(0,r.R)(),...e.components};return n?(0,o.jsx)(n,{...e,children:(0,o.jsx)(a,{...e})}):a(e)}const c=[{value:"Application onboarding",id:"application-onboarding",level:2}];function h(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",strong:"strong",...(0,r.R)(),...e.components},{Details:s}=n;return s||function(e,n){throw new Error("Expected "+(n?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}("Details",!0),(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(n.h2,{id:"application-onboarding",children:"Application onboarding"}),"\n",(0,o.jsxs)(n.p,{children:["The first time you start OpenRAG, whether using the TUI or a ",(0,o.jsx)(n.code,{children:".env"})," file, you must complete application onboarding."]}),"\n",(0,o.jsxs)(n.admonition,{type:"warning",children:[(0,o.jsxs)(n.p,{children:["Most values from onboarding can be changed later in the OpenRAG ",(0,o.jsx)(n.strong,{children:"Settings"})," page, but there are important restrictions."]}),(0,o.jsxs)(n.p,{children:["The ",(0,o.jsx)(n.strong,{children:"language model provider"})," and ",(0,o.jsx)(n.strong,{children:"embeddings model provider"})," can only be selected at onboarding.\nTo change your provider selection later, you must ",(0,o.jsx)(n.a,{href:"/install#reinstall",children:"reinstall OpenRAG"}),"."]}),(0,o.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 embeddings model."})]}),"\n",(0,o.jsx)(n.p,{children:"Choose one LLM provider and complete these steps:"}),"\n",(0,o.jsxs)(i.A,{groupId:"Provider",children:[(0,o.jsx)(t.A,{value:"OpenAI",label:"OpenAI",default:!0,children:(0,o.jsxs)(n.ol,{children:["\n",(0,o.jsxs)(n.li,{children:["Enable ",(0,o.jsx)(n.strong,{children:"Get API key from environment variable"})," to automatically enter your key from the TUI-generated ",(0,o.jsx)(n.code,{children:".env"})," file.\nAlternatively, paste an OpenAI API key into the field."]}),"\n",(0,o.jsxs)(n.li,{children:["Under ",(0,o.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,o.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["Click ",(0,o.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,o.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,o.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,o.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,o.jsx)(l.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,o.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["Continue with the ",(0,o.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})}),(0,o.jsx)(t.A,{value:"IBM watsonx.ai",label:"IBM watsonx.ai",children:(0,o.jsxs)(n.ol,{children:["\n",(0,o.jsxs)(n.li,{children:["Complete the fields for ",(0,o.jsx)(n.strong,{children:"watsonx.ai API Endpoint"}),", ",(0,o.jsx)(n.strong,{children:"IBM Project ID"}),", and ",(0,o.jsx)(n.strong,{children:"IBM API key"}),".\nThese values are found in your IBM watsonx deployment."]}),"\n",(0,o.jsxs)(n.li,{children:["Under ",(0,o.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,o.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["Click ",(0,o.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,o.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,o.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,o.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,o.jsx)(l.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,o.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["Continue with the ",(0,o.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})}),(0,o.jsxs)(t.A,{value:"Anthropic",label:"Anthropic",children:[(0,o.jsx)(n.admonition,{type:"info",children:(0,o.jsx)(n.p,{children:"Anthropic does not provide embedding models. If you select Anthropic for your language model, you must then select a different provider for embeddings."})}),(0,o.jsxs)(n.ol,{children:["\n",(0,o.jsxs)(n.li,{children:["Enable ",(0,o.jsx)(n.strong,{children:"Use environment Anthropic API key"})," to automatically use your key from the TUI-generated ",(0,o.jsx)(n.code,{children:".env"})," file.\nAlternatively, paste an Anthropic API key into the field."]}),"\n",(0,o.jsxs)(n.li,{children:["Under ",(0,o.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,o.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["Click ",(0,o.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,o.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,o.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,o.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,o.jsx)(l.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,o.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["Continue with the ",(0,o.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})]}),(0,o.jsxs)(t.A,{value:"Ollama",label:"Ollama",children:[(0,o.jsx)(n.admonition,{type:"tip",children:(0,o.jsxs)(n.p,{children:["Ollama is not included with OpenRAG. To install Ollama, see the ",(0,o.jsx)(n.a,{href:"https://docs.ollama.com/",children:"Ollama documentation"}),"."]})}),(0,o.jsxs)(n.ol,{children:["\n",(0,o.jsxs)(n.li,{children:["To connect to an Ollama server running on your local machine, enter your Ollama server's base URL address.\nThe default Ollama server address is ",(0,o.jsx)(n.code,{children:"http://localhost:11434"}),".\nOpenRAG connects to the Ollama server and populates the model lists with the server's available models."]}),"\n",(0,o.jsxs)(n.li,{children:["Select the ",(0,o.jsx)(n.strong,{children:"Embedding Model"})," and ",(0,o.jsx)(n.strong,{children:"Language Model"})," your Ollama server is running.","\n",(0,o.jsxs)(s,{closed:!0,children:[(0,o.jsx)("summary",{children:"Ollama model selection and external server configuration"}),(0,o.jsx)(d,{})]}),"\n"]}),"\n",(0,o.jsxs)(n.li,{children:["Click ",(0,o.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,o.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,o.jsx)(n.strong,{children:"Add a Document"}),"."]}),"\n",(0,o.jsxs)(n.li,{children:["Continue with the ",(0,o.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})]})]})]})}function p(e={}){const{wrapper:n}={...(0,r.R)(),...e.components};return n?(0,o.jsx)(n,{...e,children:(0,o.jsx)(h,{...e})}):h(e)}},5788:(e,n,s)=>{s.r(n),s.d(n,{assets:()=>h,contentTitle:()=>c,default:()=>u,frontMatter:()=>d,metadata:()=>o,toc:()=>p});const o=JSON.parse('{"id":"get-started/docker","title":"Install OpenRAG containers","description":"OpenRAG has two Docker Compose files. Both files deploy the same applications and containers locally, but they are for different environments.","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":"Install OpenRAG containers","slug":"/docker"},"sidebar":"tutorialSidebar","previous":{"title":"Install OpenRAG with TUI","permalink":"/install"},"next":{"title":"Langflow in OpenRAG","permalink":"/agents"}}');var r=s(4848),l=s(8453),i=s(1470),t=s(9365),a=s(3656);const d={title:"Install OpenRAG containers",slug:"/docker"},c=void 0,h={},p=[{value:"Prerequisites",id:"prerequisites",level:2},{value:"Install OpenRAG with Docker Compose",id:"install-openrag-with-docker-compose",level:2},...a.RM,{value:"Container management commands",id:"container-management-commands",level:2},{value:"Upgrade containers",id:"upgrade-containers",level:3},{value:"Rebuild containers (destructive)",id:"rebuild-containers-destructive",level:3},{value:"Remove all containers and data (destructive)",id:"remove-all-containers-and-data-destructive",level:3}];function m(e){const n={a:"a",code:"code",h2:"h2",h3:"h3",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,l.R)(),...e.components};return(0,r.jsxs)(r.Fragment,{children:[(0,r.jsx)(n.p,{children:"OpenRAG has two Docker Compose files. Both files deploy the same applications and containers locally, but they are for different environments."}),"\n",(0,r.jsxs)(n.ul,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:[(0,r.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/blob/main/docker-compose.yml",children:(0,r.jsx)(n.code,{children:"docker-compose.yml"})})," is an OpenRAG deployment with GPU support for accelerated AI processing. This Docker Compose file requires an NVIDIA GPU with ",(0,r.jsx)(n.a,{href:"https://docs.nvidia.com/cuda/",children:"CUDA"})," support."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:[(0,r.jsx)(n.a,{href:"https://github.com/langflow-ai/openrag/blob/main/docker-compose-cpu.yml",children:(0,r.jsx)(n.code,{children:"docker-compose-cpu.yml"})})," is a CPU-only version of OpenRAG for systems without NVIDIA GPU support. Use this Docker Compose file for environments where GPU drivers aren't available."]}),"\n"]}),"\n"]}),"\n",(0,r.jsx)(n.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,r.jsxs)(n.ul,{children:["\n",(0,r.jsxs)(n.li,{children:["Install ",(0,r.jsx)(n.a,{href:"https://www.python.org/downloads/release/python-3100/",children:"Python Version 3.10 to 3.13"})]}),"\n",(0,r.jsxs)(n.li,{children:["Install ",(0,r.jsx)(n.a,{href:"https://docs.astral.sh/uv/getting-started/installation/",children:"uv"})]}),"\n",(0,r.jsxs)(n.li,{children:["Install ",(0,r.jsx)(n.a,{href:"https://podman.io/docs/installation",children:"Podman"})," (recommended) or ",(0,r.jsx)(n.a,{href:"https://docs.docker.com/get-docker/",children:"Docker"})]}),"\n",(0,r.jsxs)(n.li,{children:["Install ",(0,r.jsx)(n.a,{href:"https://docs.docker.com/compose/install/",children:"Docker Compose"}),". If using Podman, use ",(0,r.jsx)(n.a,{href:"https://docs.podman.io/en/latest/markdown/podman-compose.1.html",children:"podman-compose"})," or alias Docker compose commands to Podman commands."]}),"\n",(0,r.jsxs)(n.li,{children:["Optional: Create an ",(0,r.jsx)(n.a,{href:"https://platform.openai.com/api-keys",children:"OpenAI API key"}),". You can provide this key during ",(0,r.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"})," or choose a different model provider."]}),"\n",(0,r.jsxs)(n.li,{children:["Optional: Install GPU support with an NVIDIA GPU, ",(0,r.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",(0,r.jsx)(n.h2,{id:"install-openrag-with-docker-compose",children:"Install OpenRAG with Docker Compose"}),"\n",(0,r.jsx)(n.p,{children:"To install OpenRAG with Docker Compose, do the following:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Clone the OpenRAG repository."}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"git clone https://github.com/langflow-ai/openrag.git\ncd openrag\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Install dependencies."}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv sync\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Copy the example ",(0,r.jsx)(n.code,{children:".env"})," file included in the repository root.\nThe example file includes all environment variables with comments to guide you in finding and setting their values."]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"cp .env.example .env\n"})}),"\n",(0,r.jsxs)(n.p,{children:["Alternatively, create a new ",(0,r.jsx)(n.code,{children:".env"})," file in the repository root."]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{children:"touch .env\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["The Docker Compose files are populated with the values from your ",(0,r.jsx)(n.code,{children:".env"})," file.\nThe ",(0,r.jsx)(n.code,{children:"OPENSEARCH_PASSWORD"})," value must be set.\n",(0,r.jsx)(n.code,{children:"OPENSEARCH_PASSWORD"})," can be automatically generated when using the TUI, but for a Docker Compose installation, you can set it manually instead. To generate an OpenSearch admin password, see the ",(0,r.jsx)(n.a,{href:"https://docs.opensearch.org/latest/security/configuration/demo-configuration/#setting-up-a-custom-admin-password",children:"OpenSearch documentation"}),"."]}),"\n",(0,r.jsx)(n.p,{children:"The following values are optional:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"OPENAI_API_KEY=your_openai_api_key\nLANGFLOW_SECRET_KEY=your_secret_key\n"})}),"\n",(0,r.jsxs)(n.p,{children:[(0,r.jsx)(n.code,{children:"OPENAI_API_KEY"})," is optional. You can provide it during ",(0,r.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"})," or choose a different model provider. If you want to set it in your ",(0,r.jsx)(n.code,{children:".env"})," file, you can find your OpenAI API key in your ",(0,r.jsx)(n.a,{href:"https://platform.openai.com/api-keys",children:"OpenAI account"}),"."]}),"\n",(0,r.jsxs)(n.p,{children:[(0,r.jsx)(n.code,{children:"LANGFLOW_SECRET_KEY"})," is optional. Langflow will auto-generate it if not set. For more information, see the ",(0,r.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-secret-key",children:"Langflow documentation"}),"."]}),"\n",(0,r.jsx)(n.p,{children:"The following Langflow configuration values are optional but important to consider:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"LANGFLOW_SUPERUSER=admin\nLANGFLOW_SUPERUSER_PASSWORD=your_langflow_password\n"})}),"\n",(0,r.jsxs)(n.p,{children:[(0,r.jsx)(n.code,{children:"LANGFLOW_SUPERUSER"})," defaults to ",(0,r.jsx)(n.code,{children:"admin"}),". You can omit it or set it to a different username. ",(0,r.jsx)(n.code,{children:"LANGFLOW_SUPERUSER_PASSWORD"})," is optional. If omitted, Langflow runs in ",(0,r.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-auto-login",children:"autologin mode"})," with no password required. If set, Langflow requires password authentication."]}),"\n",(0,r.jsxs)(n.p,{children:["For more information on configuring OpenRAG with environment variables, see ",(0,r.jsx)(n.a,{href:"/reference/configuration",children:"Environment variables"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Start ",(0,r.jsx)(n.code,{children:"docling serve"})," on the host machine.\nOpenRAG Docker installations require that ",(0,r.jsx)(n.code,{children:"docling serve"})," is running on port 5001 on the host machine.\nThis enables ",(0,r.jsx)(n.a,{href:"https://opensource.apple.com/projects/mlx/",children:"Mac MLX"})," support for document processing."]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv run python scripts/docling_ctl.py start --port 5001\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Confirm ",(0,r.jsx)(n.code,{children:"docling serve"})," is running."]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{children:"uv run python scripts/docling_ctl.py status\n"})}),"\n",(0,r.jsxs)(n.p,{children:["Make sure the response shows that ",(0,r.jsx)(n.code,{children:"docling serve"})," is running, for example:"]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.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,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Deploy OpenRAG locally with Docker Compose based on your deployment type."}),"\n",(0,r.jsxs)(i.A,{groupId:"Compose file",children:[(0,r.jsx)(t.A,{value:"docker-compose.yml",label:"docker-compose.yml",default:!0,children:(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"docker compose build\ndocker compose up -d\n"})})}),(0,r.jsx)(t.A,{value:"docker-compose-cpu.yml",label:"docker-compose-cpu.yml",children:(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"docker compose -f docker-compose-cpu.yml up -d\n"})})})]}),"\n",(0,r.jsx)(n.p,{children:"The OpenRAG Docker Compose file starts five containers:"}),"\n",(0,r.jsxs)(n.table,{children:[(0,r.jsx)(n.thead,{children:(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.th,{children:"Container Name"}),(0,r.jsx)(n.th,{children:"Default Address"}),(0,r.jsx)(n.th,{children:"Purpose"})]})}),(0,r.jsxs)(n.tbody,{children:[(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"OpenRAG Backend"}),(0,r.jsx)(n.td,{children:(0,r.jsx)(n.a,{href:"http://localhost:8000",children:"http://localhost:8000"})}),(0,r.jsx)(n.td,{children:"FastAPI server and core functionality."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"OpenRAG Frontend"}),(0,r.jsx)(n.td,{children:(0,r.jsx)(n.a,{href:"http://localhost:3000",children:"http://localhost:3000"})}),(0,r.jsx)(n.td,{children:"React web interface for users."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"Langflow"}),(0,r.jsx)(n.td,{children:(0,r.jsx)(n.a,{href:"http://localhost:7860",children:"http://localhost:7860"})}),(0,r.jsx)(n.td,{children:"AI workflow engine and flow management."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"OpenSearch"}),(0,r.jsx)(n.td,{children:(0,r.jsx)(n.a,{href:"http://localhost:9200",children:"http://localhost:9200"})}),(0,r.jsx)(n.td,{children:"Vector database for document storage."})]}),(0,r.jsxs)(n.tr,{children:[(0,r.jsx)(n.td,{children:"OpenSearch Dashboards"}),(0,r.jsx)(n.td,{children:(0,r.jsx)(n.a,{href:"http://localhost:5601",children:"http://localhost:5601"})}),(0,r.jsx)(n.td,{children:"Database administration interface."})]})]})]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Verify installation by confirming all services are running."}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"docker compose ps\n"})}),"\n",(0,r.jsx)(n.p,{children:"You can now access OpenRAG at the following endpoints:"}),"\n",(0,r.jsxs)(n.ul,{children:["\n",(0,r.jsxs)(n.li,{children:[(0,r.jsx)(n.strong,{children:"Frontend"}),": ",(0,r.jsx)(n.a,{href:"http://localhost:3000",children:"http://localhost:3000"})]}),"\n",(0,r.jsxs)(n.li,{children:[(0,r.jsx)(n.strong,{children:"Backend API"}),": ",(0,r.jsx)(n.a,{href:"http://localhost:8000",children:"http://localhost:8000"})]}),"\n",(0,r.jsxs)(n.li,{children:[(0,r.jsx)(n.strong,{children:"Langflow"}),": ",(0,r.jsx)(n.a,{href:"http://localhost:7860",children:"http://localhost:7860"})]}),"\n"]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Continue with ",(0,r.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),"."]}),"\n"]}),"\n"]}),"\n",(0,r.jsxs)(n.p,{children:["To stop ",(0,r.jsx)(n.code,{children:"docling serve"})," when you're done with your OpenRAG deployment, run:"]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv run python scripts/docling_ctl.py stop\n"})}),"\n",(0,r.jsx)(a.Ay,{}),"\n",(0,r.jsx)(n.h2,{id:"container-management-commands",children:"Container management commands"}),"\n",(0,r.jsxs)(n.p,{children:["Manage your OpenRAG containers with the following commands.\nThese commands are also available in the TUI's ",(0,r.jsx)(n.a,{href:"/install#status",children:"Status menu"}),"."]}),"\n",(0,r.jsx)(n.h3,{id:"upgrade-containers",children:"Upgrade containers"}),"\n",(0,r.jsx)(n.p,{children:"Upgrade your containers to the latest version while preserving your data."}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"docker compose pull\ndocker compose up -d --force-recreate\n"})}),"\n",(0,r.jsx)(n.h3,{id:"rebuild-containers-destructive",children:"Rebuild containers (destructive)"}),"\n",(0,r.jsxs)(n.p,{children:["Reset state by rebuilding all of your containers.\nYour OpenSearch and Langflow databases will be lost.\nDocuments stored in the ",(0,r.jsx)(n.code,{children:"./documents"})," directory will persist, since the directory is mounted as a volume in the OpenRAG backend container."]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"docker compose up --build --force-recreate --remove-orphans\n"})}),"\n",(0,r.jsx)(n.h3,{id:"remove-all-containers-and-data-destructive",children:"Remove all containers and data (destructive)"}),"\n",(0,r.jsx)(n.p,{children:"Completely remove your OpenRAG installation and delete all data.\nThis deletes all of your data, including OpenSearch data, uploaded documents, and authentication."}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"docker compose down --volumes --remove-orphans --rmi local\ndocker system prune -f\n"})})]})}function u(e={}){const{wrapper:n}={...(0,l.R)(),...e.components};return n?(0,r.jsx)(n,{...e,children:(0,r.jsx)(m,{...e})}):m(e)}}}]); \ No newline at end of file diff --git a/assets/js/d0314b07.73ef1fb3.js b/assets/js/d0314b07.73ef1fb3.js deleted file mode 100644 index ed6df3c8..00000000 --- a/assets/js/d0314b07.73ef1fb3.js +++ /dev/null @@ -1 +0,0 @@ -"use strict";(self.webpackChunkopenrag_docs=self.webpackChunkopenrag_docs||[]).push([[5750],{887:(e,n,s)=>{s.d(n,{Ay:()=>d,RM:()=>a});var i=s(4848),r=s(8453),t=s(1610),l=s(1470),o=s(9365);const a=[{value:"Application onboarding",id:"application-onboarding",level:2}];function c(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",strong:"strong",...(0,r.R)(),...e.components};return(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.h2,{id:"application-onboarding",children:"Application onboarding"}),"\n",(0,i.jsxs)(n.p,{children:["The first time you start OpenRAG, whether using the TUI or a ",(0,i.jsx)(n.code,{children:".env"})," file, you must complete application onboarding."]}),"\n",(0,i.jsxs)(n.admonition,{type:"warning",children:[(0,i.jsxs)(n.p,{children:["Most values from onboarding can be changed later in the OpenRAG ",(0,i.jsx)(n.strong,{children:"Settings"})," page, but there are important restrictions."]}),(0,i.jsxs)(n.p,{children:["The ",(0,i.jsx)(n.strong,{children:"language model provider"})," and ",(0,i.jsx)(n.strong,{children:"embeddings model provider"})," can only be selected at onboarding.\nTo change your provider selection later, you must ",(0,i.jsx)(n.a,{href:"/install#reinstall",children:"reinstall OpenRAG"}),"."]}),(0,i.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 embeddings model."})]}),"\n",(0,i.jsx)(n.p,{children:"Choose one LLM provider and complete these steps:"}),"\n",(0,i.jsxs)(l.A,{groupId:"Provider",children:[(0,i.jsx)(o.A,{value:"OpenAI",label:"OpenAI",default:!0,children:(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["Enable ",(0,i.jsx)(n.strong,{children:"Get API key from environment variable"})," to automatically enter your key from the TUI-generated ",(0,i.jsx)(n.code,{children:".env"})," file.\nAlternatively, paste an OpenAI API key into the field."]}),"\n",(0,i.jsxs)(n.li,{children:["Under ",(0,i.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,i.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["Click ",(0,i.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["In the 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deployment."]}),"\n",(0,i.jsxs)(n.li,{children:["Under ",(0,i.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,i.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["Click ",(0,i.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,i.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,i.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,i.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,i.jsx)(t.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,i.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["Continue with the 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If you select Anthropic for your language model, you must then select a different provider for embeddings."})}),(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["Enable ",(0,i.jsx)(n.strong,{children:"Use environment Anthropic API key"})," to automatically use your key from the TUI-generated ",(0,i.jsx)(n.code,{children:".env"})," file.\nAlternatively, paste an Anthropic API key into the field."]}),"\n",(0,i.jsxs)(n.li,{children:["Under ",(0,i.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,i.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["Click ",(0,i.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,i.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,i.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,i.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,i.jsx)(t.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,i.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,i.jsxs)(n.li,{children:["Continue with the ",(0,i.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})]}),(0,i.jsxs)(o.A,{value:"Ollama",label:"Ollama",children:[(0,i.jsx)(n.admonition,{type:"tip",children:(0,i.jsxs)(n.p,{children:["Ollama is not included with OpenRAG. 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It prompts for variables where required, creates a ",(0,r.jsx)(n.code,{children:".env"})," file for you, and then starts OpenRAG."]}),"\n",(0,r.jsx)(n.p,{children:"Once OpenRAG is running, use the TUI to monitor your application, control your containers, and retrieve logs."}),"\n",(0,r.jsxs)(n.p,{children:["If you prefer running Podman or Docker containers and manually editing ",(0,r.jsx)(n.code,{children:".env"})," files, see ",(0,r.jsx)(n.a,{href:"/docker",children:"Install OpenRAG Containers"}),"."]}),"\n",(0,r.jsx)(n.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,r.jsxs)(n.ul,{children:["\n",(0,r.jsxs)(n.li,{children:["Install ",(0,r.jsx)(n.a,{href:"https://www.python.org/downloads/release/python-3100/",children:"Python Version 3.10 to 3.13"})]}),"\n",(0,r.jsxs)(n.li,{children:["Install ",(0,r.jsx)(n.a,{href:"https://docs.astral.sh/uv/getting-started/installation/",children:"uv"})]}),"\n",(0,r.jsxs)(n.li,{children:["Install ",(0,r.jsx)(n.a,{href:"https://podman.io/docs/installation",children:"Podman"})," (recommended) or ",(0,r.jsx)(n.a,{href:"https://docs.docker.com/get-docker/",children:"Docker"})]}),"\n",(0,r.jsxs)(n.li,{children:["Install ",(0,r.jsx)(n.a,{href:"https://docs.docker.com/compose/install/",children:"Docker Compose"}),". If using Podman, use ",(0,r.jsx)(n.a,{href:"https://docs.podman.io/en/latest/markdown/podman-compose.1.html",children:"podman-compose"})," or alias Docker compose commands to Podman commands."]}),"\n",(0,r.jsxs)(n.li,{children:["Optional: Create an ",(0,r.jsx)(n.a,{href:"https://platform.openai.com/api-keys",children:"OpenAI API key"}),". During ",(0,r.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),", you can provide this key or choose a different model provider."]}),"\n",(0,r.jsxs)(n.li,{children:["Optional: Install GPU support with an NVIDIA GPU, ",(0,r.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",(0,r.jsx)(n.h2,{id:"install",children:"Install OpenRAG"}),"\n",(0,r.jsx)(n.admonition,{title:"Windows users",type:"note",children:(0,r.jsxs)(n.p,{children:["To use OpenRAG on Windows, use ",(0,r.jsx)(n.a,{href:"https://learn.microsoft.com/en-us/windows/wsl/install",children:"WSL (Windows Subsystem for Linux)"}),"."]})}),"\n",(0,r.jsx)(n.p,{children:"Choose an installation method based on your needs:"}),"\n",(0,r.jsxs)(n.ul,{children:["\n",(0,r.jsx)(n.li,{children:"For new users, the automatic installer script detects and installs prerequisites and then runs OpenRAG."}),"\n",(0,r.jsxs)(n.li,{children:["For a quick test, use ",(0,r.jsx)(n.code,{children:"uvx"})," to run OpenRAG without creating a project or modifying files."]}),"\n",(0,r.jsxs)(n.li,{children:["Use ",(0,r.jsx)(n.code,{children:"uv add"})," to install OpenRAG as a managed dependency in a new or existing Python project."]}),"\n",(0,r.jsxs)(n.li,{children:["Use ",(0,r.jsx)(n.code,{children:"uv pip install"})," to install OpenRAG into an existing virtual environment."]}),"\n"]}),"\n",(0,r.jsxs)(l.A,{groupId:"Installation method",children:[(0,r.jsxs)(o.A,{value:"installer",label:"Automatic installer",default:!0,children:[(0,r.jsxs)(n.p,{children:["The script detects and installs uv, Docker/Podman, and Docker Compose prerequisites, then runs OpenRAG with ",(0,r.jsx)(n.code,{children:"uvx"}),"."]}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Create a directory to store the OpenRAG configuration files:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"mkdir openrag-workspace\ncd openrag-workspace\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Run the installer:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"curl -fsSL https://docs.openr.ag/files/run_openrag_with_prereqs.sh | bash\n"})}),"\n"]}),"\n"]}),(0,r.jsxs)(n.p,{children:["The TUI creates a ",(0,r.jsx)(n.code,{children:".env"})," file and docker-compose files in the current working directory."]})]}),(0,r.jsxs)(o.A,{value:"uvx",label:"Quick test with uvx",children:[(0,r.jsxs)(n.p,{children:["Use ",(0,r.jsx)(n.code,{children:"uvx"})," to quickly run OpenRAG without creating a project or modifying any files."]}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Create a directory to store the OpenRAG configuration files:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"mkdir openrag-workspace\ncd openrag-workspace\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Run OpenRAG:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uvx openrag\n"})}),"\n",(0,r.jsx)(n.p,{children:"To run a specific version:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uvx --from openrag==0.1.30 openrag\n"})}),"\n"]}),"\n"]}),(0,r.jsxs)(n.p,{children:["The TUI creates a ",(0,r.jsx)(n.code,{children:".env"})," file and docker-compose files in the current working directory."]})]}),(0,r.jsxs)(o.A,{value:"uv-add",label:"Python project with uv add",children:[(0,r.jsxs)(n.p,{children:["Use ",(0,r.jsx)(n.code,{children:"uv add"})," to install OpenRAG as a dependency in your Python project. This adds OpenRAG to your ",(0,r.jsx)(n.code,{children:"pyproject.toml"})," and lockfile, making your installation reproducible and version-controlled."]}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Create a new project with a virtual environment:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv init YOUR_PROJECT_NAME\ncd YOUR_PROJECT_NAME\n"})}),"\n",(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.code,{children:"(venv)"})," prompt doesn't change, but ",(0,r.jsx)(n.code,{children:"uv"})," commands will automatically use the project's virtual environment."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Add OpenRAG to your project:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv add openrag\n"})}),"\n",(0,r.jsx)(n.p,{children:"To add a specific version:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv add openrag==0.1.30\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Start the OpenRAG TUI:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv run openrag\n"})}),"\n"]}),"\n"]}),(0,r.jsxs)(i,{closed:!0,children:[(0,r.jsx)("summary",{children:"Install a local wheel"}),(0,r.jsx)(n.p,{children:"If you downloaded the OpenRAG wheel to your local machine, install it by specifying its path:"}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Add the wheel to your project:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv add PATH/TO/openrag-VERSION-py3-none-any.whl\n"})}),"\n",(0,r.jsxs)(n.p,{children:["Replace ",(0,r.jsx)(n.code,{children:"PATH/TO/"})," and ",(0,r.jsx)(n.code,{children:"VERSION"})," with the path and version of your downloaded OpenRAG ",(0,r.jsx)(n.code,{children:".whl"})," file."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Run OpenRAG:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv run openrag\n"})}),"\n"]}),"\n"]})]})]}),(0,r.jsxs)(o.A,{value:"uv-pip",label:"Existing virtual environment with uv pip install",children:[(0,r.jsxs)(n.p,{children:["Use ",(0,r.jsx)(n.code,{children:"uv pip install"})," to install OpenRAG into an existing virtual environment that isn't managed by ",(0,r.jsx)(n.code,{children:"uv"}),"."]}),(0,r.jsx)(n.admonition,{type:"tip",children:(0,r.jsxs)(n.p,{children:["For new projects, ",(0,r.jsx)(n.code,{children:"uv add"})," is recommended as it manages dependencies in your project's lockfile."]})}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Activate your virtual environment."}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Install OpenRAG:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"uv pip install openrag\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Run OpenRAG:"}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"openrag\n"})}),"\n"]}),"\n"]})]})]}),"\n",(0,r.jsxs)(n.p,{children:["Continue with ",(0,r.jsx)(n.a,{href:"#setup",children:"Set up OpenRAG with the TUI"}),"."]}),"\n",(0,r.jsx)(n.h2,{id:"setup",children:"Set up OpenRAG with the TUI"}),"\n",(0,r.jsxs)(n.p,{children:["The TUI creates a ",(0,r.jsx)(n.code,{children:".env"})," file in your OpenRAG directory root and starts OpenRAG.\nIf the TUI detects a ",(0,r.jsx)(n.code,{children:".env"})," file in the OpenRAG root directory, it sources any variables from the ",(0,r.jsx)(n.code,{children:".env"})," file.\nIf the TUI detects OAuth credentials, it enforces the ",(0,r.jsx)(n.strong,{children:"Advanced Setup"})," path."]}),"\n",(0,r.jsxs)(l.A,{groupId:"Setup method",children:[(0,r.jsxs)(o.A,{value:"Basic setup",label:"Basic setup",default:!0,children:[(0,r.jsxs)(n.p,{children:[(0,r.jsx)(n.strong,{children:"Basic Setup"})," can generate all of the required values for OpenRAG. The OpenAI API key is optional and can be provided during onboarding.\n",(0,r.jsx)(n.strong,{children:"Basic Setup"})," does not set up OAuth connections for ingestion from cloud providers.\nFor OAuth setup, use ",(0,r.jsx)(n.strong,{children:"Advanced Setup"}),".\nFor information about the difference between basic (no auth) and OAuth in OpenRAG, see ",(0,r.jsx)(n.a,{href:"/knowledge#auth",children:"Authentication and document access"}),"."]}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To install OpenRAG with ",(0,r.jsx)(n.strong,{children:"Basic Setup"}),", click ",(0,r.jsx)(n.strong,{children:"Basic Setup"})," or press ",(0,r.jsx)("kbd",{children:"1"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Generate Passwords"})," to generate passwords for OpenSearch and Langflow."]}),"\n",(0,r.jsxs)(n.p,{children:["The OpenSearch password is required. The Langflow admin password is optional.\nIf no Langflow admin password is generated, Langflow runs in ",(0,r.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-auto-login",children:"autologin mode"})," with no password required."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Optional: Paste your OpenAI API key in the OpenAI API key field. You can also provide this during onboarding or choose a different model provider."}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Save Configuration"}),".\nYour passwords are saved in the ",(0,r.jsx)(n.code,{children:".env"})," file used to start OpenRAG."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To start OpenRAG, click ",(0,r.jsx)(n.strong,{children:"Start All Services"}),".\nStartup pulls container images and runs them, so it can take some time.\nWhen startup is complete, the TUI displays the following:"]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"Services started successfully\nCommand completed successfully\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To start the Docling service, under ",(0,r.jsx)(n.strong,{children:"Native Services"}),", click ",(0,r.jsx)(n.strong,{children:"Start"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To open the OpenRAG application, navigate to the TUI main menu, and then click ",(0,r.jsx)(n.strong,{children:"Open App"}),".\nAlternatively, in your browser, navigate to ",(0,r.jsx)(n.code,{children:"localhost:3000"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Continue with ",(0,r.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),"."]}),"\n"]}),"\n"]})]}),(0,r.jsx)(o.A,{value:"Advanced setup",label:"Advanced setup",children:(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To install OpenRAG with ",(0,r.jsx)(n.strong,{children:"Advanced Setup"}),", click ",(0,r.jsx)(n.strong,{children:"Advanced Setup"})," or press ",(0,r.jsx)("kbd",{children:"2"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Generate Passwords"})," to generate passwords for OpenSearch and Langflow."]}),"\n",(0,r.jsxs)(n.p,{children:["The OpenSearch password is required. The Langflow admin password is optional.\nIf no Langflow admin password is generated, Langflow runs in ",(0,r.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-auto-login",children:"autologin mode"})," with no password required."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"Paste your OpenAI API key in the OpenAI API key field."}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Add your client and secret values for Google or Microsoft OAuth.\nThese values can be found with your OAuth provider.\nFor more information, see the ",(0,r.jsx)(n.a,{href:"https://developers.google.com/identity/protocols/oauth2",children:"Google OAuth client"})," or ",(0,r.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"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsx)(n.p,{children:"The OpenRAG TUI presents redirect URIs for your OAuth app.\nThese are the URLs your OAuth provider will redirect back to after user sign-in.\nRegister these redirect values with your OAuth provider as they are presented in the TUI."}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Save Configuration"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To start OpenRAG, click ",(0,r.jsx)(n.strong,{children:"Start All Services"}),".\nStartup pulls container images and runs them, so it can take some time.\nWhen startup is complete, the TUI displays the following:"]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"Services started successfully\nCommand completed successfully\n"})}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To start the Docling service, under ",(0,r.jsx)(n.strong,{children:"Native Services"}),", click ",(0,r.jsx)(n.strong,{children:"Start"}),"."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["To open the OpenRAG application, navigate to the TUI main menu, and then click ",(0,r.jsx)(n.strong,{children:"Open App"}),".\nAlternatively, in your browser, navigate to ",(0,r.jsx)(n.code,{children:"localhost:3000"}),".\nYou are presented with your provider's OAuth sign-in screen.\nAfter sign-in, you are redirected to the redirect URI."]}),"\n",(0,r.jsx)(n.p,{children:"Two additional variables are available for Advanced Setup:"}),"\n",(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.code,{children:"LANGFLOW_PUBLIC_URL"})," controls where the Langflow web interface can be accessed. This is where users interact with their flows in a browser."]}),"\n",(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.code,{children:"WEBHOOK_BASE_URL"})," controls where the endpoint for ",(0,r.jsx)(n.code,{children:"/connectors/CONNECTOR_TYPE/webhook"})," will be available.\nThis connection enables real-time document synchronization with external services.\nSupported webhook endpoints:"]}),"\n",(0,r.jsxs)(n.ul,{children:["\n",(0,r.jsxs)(n.li,{children:["Google Drive: ",(0,r.jsx)(n.code,{children:"/connectors/google_drive/webhook"})]}),"\n",(0,r.jsxs)(n.li,{children:["OneDrive: ",(0,r.jsx)(n.code,{children:"/connectors/onedrive/webhook"})]}),"\n",(0,r.jsxs)(n.li,{children:["SharePoint: ",(0,r.jsx)(n.code,{children:"/connectors/sharepoint/webhook"})]}),"\n"]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Continue with ",(0,r.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),"."]}),"\n"]}),"\n"]})})]}),"\n",(0,r.jsx)(a.Ay,{}),"\n",(0,r.jsx)(n.h2,{id:"close-the-openrag-tui",children:"Close the OpenRAG TUI"}),"\n",(0,r.jsxs)(n.p,{children:["To close the OpenRAG TUI, press ",(0,r.jsx)("kbd",{children:"q"}),".\nThe OpenRAG containers will continue to be served until the containers are stopped.\nFor more information, see ",(0,r.jsx)(n.a,{href:"#tui-container-management",children:"Manage OpenRAG containers with the TUI "}),"."]}),"\n",(0,r.jsxs)(n.p,{children:["To start the TUI again, run ",(0,r.jsx)(n.code,{children:"uv run openrag"}),"."]}),"\n",(0,r.jsx)(n.h2,{id:"tui-container-management",children:"Manage OpenRAG containers with the TUI"}),"\n",(0,r.jsx)(n.p,{children:"After installation, the TUI can deploy, manage, and upgrade your OpenRAG containers."}),"\n",(0,r.jsx)(n.h3,{id:"start-all-services",children:"Start all services"}),"\n",(0,r.jsxs)(n.p,{children:["Click ",(0,r.jsx)(n.strong,{children:"Start All Services"})," to start the OpenRAG containers.\nThe TUI automatically detects your container runtime, and then checks if your machine has compatible GPU support by checking for ",(0,r.jsx)(n.code,{children:"CUDA"}),", ",(0,r.jsx)(n.code,{children:"NVIDIA_SMI"}),", and Docker/Podman runtime support. This check determines which Docker Compose file OpenRAG uses.\nThe TUI then pulls the images and deploys the containers with the following command."]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-bash",children:"docker compose up -d\n"})}),"\n",(0,r.jsxs)(n.p,{children:["If images are missing, the TUI runs ",(0,r.jsx)(n.code,{children:"docker compose pull"}),", then runs ",(0,r.jsx)(n.code,{children:"docker compose up -d"}),"."]}),"\n",(0,r.jsx)(n.h3,{id:"status",children:"Status"}),"\n",(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.strong,{children:"Status"})," menu displays information on your container deployment.\nHere you can check container health, find your service ports, view logs, and upgrade your containers."]}),"\n",(0,r.jsxs)(n.p,{children:["To view streaming logs, select the container you want to view, and press ",(0,r.jsx)("kbd",{children:"l"}),".\nTo copy your logs, click ",(0,r.jsx)(n.strong,{children:"Copy to Clipboard"}),"."]}),"\n",(0,r.jsxs)(n.p,{children:["To ",(0,r.jsx)(n.strong,{children:"upgrade"})," your containers, click ",(0,r.jsx)(n.strong,{children:"Upgrade"}),".\n",(0,r.jsx)(n.strong,{children:"Upgrade"})," runs ",(0,r.jsx)(n.code,{children:"docker compose pull"})," and then ",(0,r.jsx)(n.code,{children:"docker compose up -d --force-recreate"}),".\nThe first command pulls the latest images of OpenRAG.\nThe second command recreates the containers with your data persisted."]}),"\n",(0,r.jsxs)(n.p,{children:["To ",(0,r.jsx)(n.strong,{children:"reset"})," your containers, click ",(0,r.jsx)(n.strong,{children:"Reset"}),".\nReset gives you a completely fresh start.\nReset deletes all of your data, including OpenSearch data, uploaded documents, and authentication.\n",(0,r.jsx)(n.strong,{children:"Reset"})," runs two commands.\nIt first stops and removes all containers, volumes, and local images."]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{children:"docker compose down --volumes --remove-orphans --rmi local\n"})}),"\n",(0,r.jsxs)(n.p,{children:["When the first command is complete, OpenRAG removes any additional Docker objects with ",(0,r.jsx)(n.code,{children:"prune"}),"."]}),"\n",(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{children:"docker system prune -f\n"})}),"\n",(0,r.jsx)(n.h3,{id:"native-services-status",children:"Native services status"}),"\n",(0,r.jsxs)(n.p,{children:["A ",(0,r.jsx)(n.em,{children:"native service"})," in OpenRAG refers to a service run locally on your machine, and not within a container.\nThe ",(0,r.jsx)(n.code,{children:"docling serve"})," process is a native service in OpenRAG, because it's a document processing service that is run on your local machine, and controlled separately from the containers."]}),"\n",(0,r.jsxs)(n.p,{children:["To start or stop ",(0,r.jsx)(n.code,{children:"docling serve"})," or any other native services, in the TUI Status menu, click ",(0,r.jsx)(n.strong,{children:"Stop"})," or ",(0,r.jsx)(n.strong,{children:"Restart"}),"."]}),"\n",(0,r.jsxs)(n.p,{children:["To view the status, port, or PID of a native service, in the TUI main menu, click ",(0,r.jsx)(n.a,{href:"#status",children:"Status"}),"."]}),"\n",(0,r.jsx)(n.h2,{id:"diagnostics",children:"Diagnostics"}),"\n",(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.strong,{children:"Diagnostics"})," menu provides health monitoring for your container runtimes and monitoring of your OpenSearch security."]}),"\n",(0,r.jsx)(n.h2,{id:"reinstall",children:"Reinstall OpenRAG"}),"\n",(0,r.jsx)(n.p,{children:"To reinstall OpenRAG with a completely fresh setup:"}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Reset your containers using the ",(0,r.jsx)(n.strong,{children:"Reset"})," button in the ",(0,r.jsx)(n.a,{href:"#status",children:"TUI status"})," menu.\nThis removes all containers, volumes, and data."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["Optional: Delete your project's ",(0,r.jsx)(n.code,{children:".env"})," file.\nThe Reset operation does not remove your project's ",(0,r.jsx)(n.code,{children:".env"})," file, so your passwords, API keys, and OAuth settings can be preserved.\nIf you delete the ",(0,r.jsx)(n.code,{children:".env"})," file, run the ",(0,r.jsx)(n.a,{href:"#setup",children:"Set up OpenRAG with the TUI"})," process again to create a new configuration."]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["\n",(0,r.jsxs)(n.p,{children:["In the TUI Setup menu, follow these steps from ",(0,r.jsx)(n.a,{href:"#setup",children:"Basic Setup"}),":"]}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Start All Services"})," to pull container images and start them."]}),"\n",(0,r.jsxs)(n.li,{children:["Under ",(0,r.jsx)(n.strong,{children:"Native Services"}),", click ",(0,r.jsx)(n.strong,{children:"Start"})," to start the Docling service."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Open App"})," to open the OpenRAG application."]}),"\n",(0,r.jsxs)(n.li,{children:["Continue with ",(0,r.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),"."]}),"\n"]}),"\n"]}),"\n"]})]})}function x(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,r.jsx)(n,{...e,children:(0,r.jsx)(u,{...e})}):u(e)}},5689:(e,n,s)=>{s.d(n,{A:()=>i});const i=s.p+"assets/images/OpenRAG_TUI_2025-09-10T13_04_11_757637-9441c53ba39162a88ac6c11cbeaed0e0.svg"}}]); \ No newline at end of file diff --git a/assets/js/d0314b07.a5322a7b.js b/assets/js/d0314b07.a5322a7b.js new file mode 100644 index 00000000..d366c542 --- /dev/null +++ b/assets/js/d0314b07.a5322a7b.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkopenrag_docs=self.webpackChunkopenrag_docs||[]).push([[5750],{3656:(e,n,s)=>{s.d(n,{Ay:()=>p,RM:()=>d});var r=s(4848),i=s(8453),l=s(1610),t=s(1470),o=s(9365);function a(e){const n={a:"a",code:"code",li:"li",ol:"ol",p:"p",strong:"strong",...(0,i.R)(),...e.components};return(0,r.jsxs)(r.Fragment,{children:[(0,r.jsx)(n.p,{children:"Using Ollama for your OpenRAG language model provider offers greater flexibility and configuration, but can also be overwhelming to start.\nThese recommendations are a reasonable starting point for users with at least one GPU and experience running LLMs locally."}),"\n",(0,r.jsxs)(n.p,{children:["For best performance, OpenRAG recommends OpenAI's ",(0,r.jsx)(n.code,{children:"gpt-oss:20b"})," language model. However, this model uses 16GB of RAM, so consider using Ollama Cloud or running Ollama on a remote machine."]}),"\n",(0,r.jsxs)(n.p,{children:["For generating embeddings, OpenRAG recommends the ",(0,r.jsx)(n.a,{href:"https://ollama.com/library/nomic-embed-text",children:(0,r.jsx)(n.code,{children:"nomic-embed-text"})})," embedding model, which provides high-quality embeddings optimized for retrieval tasks."]}),"\n",(0,r.jsxs)(n.p,{children:["To run models in ",(0,r.jsx)(n.a,{href:"https://docs.ollama.com/cloud",children:(0,r.jsx)(n.strong,{children:"Ollama Cloud"})}),", follow these steps:"]}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Sign in to Ollama Cloud.\nIn a terminal, enter ",(0,r.jsx)(n.code,{children:"ollama signin"})," to connect your local environment with Ollama Cloud."]}),"\n",(0,r.jsxs)(n.li,{children:["To run the model, in Ollama, select the ",(0,r.jsx)(n.code,{children:"gpt-oss:20b-cloud"})," model, or run ",(0,r.jsx)(n.code,{children:"ollama run gpt-oss:20b-cloud"})," in a terminal.\nOllama Cloud models are run at the same URL as your local Ollama server at ",(0,r.jsx)(n.code,{children:"http://localhost:11434"}),", and automatically offloaded to Ollama's cloud service."]}),"\n",(0,r.jsxs)(n.li,{children:["Connect OpenRAG to the same local Ollama server as you would for local models in onboarding, using the default address of ",(0,r.jsx)(n.code,{children:"http://localhost:11434"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Language model"})," field, select the ",(0,r.jsx)(n.code,{children:"gpt-oss:20b-cloud"})," model."]}),"\n"]}),"\n",(0,r.jsx)("br",{}),"\n",(0,r.jsxs)(n.p,{children:["To run models on a ",(0,r.jsx)(n.strong,{children:"remote Ollama server"}),", follow these steps:"]}),"\n",(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsx)(n.li,{children:"Ensure your remote Ollama server is accessible from your OpenRAG instance."}),"\n",(0,r.jsxs)(n.li,{children:["In the ",(0,r.jsx)(n.strong,{children:"Ollama Base URL"})," field, enter your remote Ollama server's base URL, such as ",(0,r.jsx)(n.code,{children:"http://your-remote-server:11434"}),".\nOpenRAG connects to the remote Ollama server and populates the lists with the server's available models."]}),"\n",(0,r.jsxs)(n.li,{children:["Select your ",(0,r.jsx)(n.strong,{children:"Embedding model"})," and ",(0,r.jsx)(n.strong,{children:"Language model"})," from the available options."]}),"\n"]})]})}function c(e={}){const{wrapper:n}={...(0,i.R)(),...e.components};return n?(0,r.jsx)(n,{...e,children:(0,r.jsx)(a,{...e})}):a(e)}const d=[{value:"Application onboarding",id:"application-onboarding",level:2}];function h(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",strong:"strong",...(0,i.R)(),...e.components},{Details:s}=n;return s||function(e,n){throw new Error("Expected "+(n?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}("Details",!0),(0,r.jsxs)(r.Fragment,{children:[(0,r.jsx)(n.h2,{id:"application-onboarding",children:"Application onboarding"}),"\n",(0,r.jsxs)(n.p,{children:["The first time you start OpenRAG, whether using the TUI or a ",(0,r.jsx)(n.code,{children:".env"})," file, you must complete application onboarding."]}),"\n",(0,r.jsxs)(n.admonition,{type:"warning",children:[(0,r.jsxs)(n.p,{children:["Most values from onboarding can be changed later in the OpenRAG ",(0,r.jsx)(n.strong,{children:"Settings"})," page, but there are important restrictions."]}),(0,r.jsxs)(n.p,{children:["The ",(0,r.jsx)(n.strong,{children:"language model provider"})," and ",(0,r.jsx)(n.strong,{children:"embeddings model provider"})," can only be selected at onboarding.\nTo change your provider selection later, you must ",(0,r.jsx)(n.a,{href:"/install#reinstall",children:"reinstall OpenRAG"}),"."]}),(0,r.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 embeddings model."})]}),"\n",(0,r.jsx)(n.p,{children:"Choose one LLM provider and complete these steps:"}),"\n",(0,r.jsxs)(t.A,{groupId:"Provider",children:[(0,r.jsx)(o.A,{value:"OpenAI",label:"OpenAI",default:!0,children:(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Enable ",(0,r.jsx)(n.strong,{children:"Get API key from environment variable"})," to automatically enter your key from the TUI-generated ",(0,r.jsx)(n.code,{children:".env"})," file.\nAlternatively, paste an OpenAI API key into the field."]}),"\n",(0,r.jsxs)(n.li,{children:["Under ",(0,r.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,r.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,r.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,r.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,r.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,r.jsx)(l.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,r.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Continue with the ",(0,r.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})}),(0,r.jsx)(o.A,{value:"IBM watsonx.ai",label:"IBM watsonx.ai",children:(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["Complete the fields for ",(0,r.jsx)(n.strong,{children:"watsonx.ai API Endpoint"}),", ",(0,r.jsx)(n.strong,{children:"IBM Project ID"}),", and ",(0,r.jsx)(n.strong,{children:"IBM API key"}),".\nThese values are found in your IBM watsonx deployment."]}),"\n",(0,r.jsxs)(n.li,{children:["Under ",(0,r.jsx)(n.strong,{children:"Advanced settings"}),", select your ",(0,r.jsx)(n.strong,{children:"Language Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["In the second onboarding panel, select a provider for embeddings and select your ",(0,r.jsx)(n.strong,{children:"Embedding Model"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,r.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,r.jsx)(n.strong,{children:"Add a Document"}),".\nAlternatively, click ",(0,r.jsx)(l.A,{name:"ArrowRight","aria-hidden":"true"})," ",(0,r.jsx)(n.strong,{children:"Skip overview"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Continue with the ",(0,r.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})}),(0,r.jsxs)(o.A,{value:"Anthropic",label:"Anthropic",children:[(0,r.jsx)(n.admonition,{type:"info",children:(0,r.jsx)(n.p,{children:"Anthropic does not provide embedding models. 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To install Ollama, see the ",(0,r.jsx)(n.a,{href:"https://docs.ollama.com/",children:"Ollama documentation"}),"."]})}),(0,r.jsxs)(n.ol,{children:["\n",(0,r.jsxs)(n.li,{children:["To connect to an Ollama server running on your local machine, enter your Ollama server's base URL address.\nThe default Ollama server address is ",(0,r.jsx)(n.code,{children:"http://localhost:11434"}),".\nOpenRAG connects to the Ollama server and populates the model lists with the server's available models."]}),"\n",(0,r.jsxs)(n.li,{children:["Select the ",(0,r.jsx)(n.strong,{children:"Embedding Model"})," and ",(0,r.jsx)(n.strong,{children:"Language Model"})," your Ollama server is running.","\n",(0,r.jsxs)(s,{closed:!0,children:[(0,r.jsx)("summary",{children:"Ollama model selection and external server configuration"}),(0,r.jsx)(c,{})]}),"\n"]}),"\n",(0,r.jsxs)(n.li,{children:["Click ",(0,r.jsx)(n.strong,{children:"Complete"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["To complete the onboarding tasks, click ",(0,r.jsx)(n.strong,{children:"What is OpenRAG"}),", and then click ",(0,r.jsx)(n.strong,{children:"Add a Document"}),"."]}),"\n",(0,r.jsxs)(n.li,{children:["Continue with the ",(0,r.jsx)(n.a,{href:"/quickstart",children:"Quickstart"}),"."]}),"\n"]})]})]})]})}function p(e={}){const{wrapper:n}={...(0,i.R)(),...e.components};return n?(0,r.jsx)(n,{...e,children:(0,r.jsx)(h,{...e})}):h(e)}},4398:(e,n,s)=>{s.r(n),s.d(n,{assets:()=>h,contentTitle:()=>d,default:()=>x,frontMatter:()=>c,metadata:()=>r,toc:()=>p});const r=JSON.parse('{"id":"get-started/install","title":"Install OpenRAG with TUI","description":"Install OpenRAG and then run the OpenRAG Terminal User Interface(TUI) to start your OpenRAG deployment with a guided setup process.","source":"@site/docs/get-started/install.mdx","sourceDirName":"get-started","slug":"/install","permalink":"/install","draft":false,"unlisted":false,"editUrl":"https://github.com/openrag/openrag/tree/main/docs/docs/get-started/install.mdx","tags":[],"version":"current","frontMatter":{"title":"Install OpenRAG with TUI","slug":"/install"},"sidebar":"tutorialSidebar","previous":{"title":"Quickstart","permalink":"/quickstart"},"next":{"title":"Install OpenRAG containers","permalink":"/docker"}}');var i=s(4848),l=s(8453),t=s(1470),o=s(9365),a=s(3656);const c={title:"Install OpenRAG with TUI",slug:"/install"},d=void 0,h={},p=[{value:"Prerequisites",id:"prerequisites",level:2},{value:"Install OpenRAG",id:"install",level:2},{value:"Set up OpenRAG with the TUI",id:"setup",level:2},...a.RM,{value:"Close the OpenRAG TUI",id:"close-the-openrag-tui",level:2},{value:"Manage OpenRAG containers with the TUI",id:"tui-container-management",level:2},{value:"Start all services",id:"start-all-services",level:3},{value:"Status",id:"status",level:3},{value:"Native services status",id:"native-services-status",level:3},{value:"Diagnostics",id:"diagnostics",level:2},{value:"Reinstall OpenRAG",id:"reinstall",level:2}];function u(e){const n={a:"a",admonition:"admonition",code:"code",em:"em",h2:"h2",h3:"h3",img:"img",li:"li",ol:"ol",p:"p",pre:"pre",strong:"strong",ul:"ul",...(0,l.R)(),...e.components},{Details:r}=n;return r||function(e,n){throw new Error("Expected "+(n?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}("Details",!0),(0,i.jsxs)(i.Fragment,{children:[(0,i.jsxs)(n.p,{children:[(0,i.jsx)(n.a,{href:"#install",children:"Install OpenRAG"})," and then run the ",(0,i.jsx)(n.a,{href:"#setup",children:"OpenRAG Terminal User Interface(TUI)"})," to start your OpenRAG deployment with a guided setup process."]}),"\n",(0,i.jsx)(n.p,{children:"The OpenRAG Terminal User Interface (TUI) allows you to set up, configure, and monitor your OpenRAG deployment directly from the terminal."}),"\n",(0,i.jsx)(n.p,{children:(0,i.jsx)(n.img,{alt:"OpenRAG TUI Interface",src:s(5689).A+"",width:"1995",height:"1099"})}),"\n",(0,i.jsxs)(n.p,{children:["Instead of starting OpenRAG using Docker commands and manually editing values in the ",(0,i.jsx)(n.code,{children:".env"})," file, the TUI walks you through the setup. It prompts for variables where required, creates a ",(0,i.jsx)(n.code,{children:".env"})," file for you, and then starts OpenRAG."]}),"\n",(0,i.jsx)(n.p,{children:"Once OpenRAG is running, use the TUI to monitor your application, control your containers, and retrieve logs."}),"\n",(0,i.jsxs)(n.p,{children:["If you prefer running Podman or Docker containers and manually editing ",(0,i.jsx)(n.code,{children:".env"})," files, see ",(0,i.jsx)(n.a,{href:"/docker",children:"Install OpenRAG Containers"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,i.jsxs)(n.ul,{children:["\n",(0,i.jsxs)(n.li,{children:["Install ",(0,i.jsx)(n.a,{href:"https://www.python.org/downloads/release/python-3100/",children:"Python Version 3.10 to 3.13"})]}),"\n",(0,i.jsxs)(n.li,{children:["Install ",(0,i.jsx)(n.a,{href:"https://docs.astral.sh/uv/getting-started/installation/",children:"uv"})]}),"\n",(0,i.jsxs)(n.li,{children:["Install ",(0,i.jsx)(n.a,{href:"https://podman.io/docs/installation",children:"Podman"})," (recommended) or ",(0,i.jsx)(n.a,{href:"https://docs.docker.com/get-docker/",children:"Docker"})]}),"\n",(0,i.jsxs)(n.li,{children:["Install ",(0,i.jsx)(n.a,{href:"https://docs.docker.com/compose/install/",children:"Docker Compose"}),". If using Podman, use ",(0,i.jsx)(n.a,{href:"https://docs.podman.io/en/latest/markdown/podman-compose.1.html",children:"podman-compose"})," or alias Docker compose commands to Podman commands."]}),"\n",(0,i.jsxs)(n.li,{children:["Optional: Create an ",(0,i.jsx)(n.a,{href:"https://platform.openai.com/api-keys",children:"OpenAI API key"}),". During ",(0,i.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),", you can provide this key or choose a different model provider."]}),"\n",(0,i.jsxs)(n.li,{children:["Optional: Install GPU support with an NVIDIA GPU, ",(0,i.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",(0,i.jsx)(n.h2,{id:"install",children:"Install OpenRAG"}),"\n",(0,i.jsx)(n.admonition,{title:"Windows users",type:"note",children:(0,i.jsxs)(n.p,{children:["To use OpenRAG on Windows, use ",(0,i.jsx)(n.a,{href:"https://learn.microsoft.com/en-us/windows/wsl/install",children:"WSL (Windows Subsystem for Linux)"}),"."]})}),"\n",(0,i.jsx)(n.p,{children:"Choose an installation method based on your needs:"}),"\n",(0,i.jsxs)(n.ul,{children:["\n",(0,i.jsx)(n.li,{children:"For new users, the automatic installer script detects and installs prerequisites and then runs OpenRAG."}),"\n",(0,i.jsxs)(n.li,{children:["For a quick test, use ",(0,i.jsx)(n.code,{children:"uvx"})," to run OpenRAG without creating a project or modifying files."]}),"\n",(0,i.jsxs)(n.li,{children:["Use ",(0,i.jsx)(n.code,{children:"uv add"})," to install OpenRAG as a managed dependency in a new or existing Python project."]}),"\n",(0,i.jsxs)(n.li,{children:["Use ",(0,i.jsx)(n.code,{children:"uv pip install"})," to install OpenRAG into an existing virtual environment."]}),"\n"]}),"\n",(0,i.jsxs)(t.A,{groupId:"Installation method",children:[(0,i.jsxs)(o.A,{value:"installer",label:"Automatic installer",default:!0,children:[(0,i.jsxs)(n.p,{children:["The script detects and installs uv, Docker/Podman, and Docker Compose prerequisites, then runs OpenRAG with ",(0,i.jsx)(n.code,{children:"uvx"}),"."]}),(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Create a directory to store the OpenRAG configuration files:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"mkdir openrag-workspace\ncd openrag-workspace\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Run the installer:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"curl -fsSL https://docs.openr.ag/files/run_openrag_with_prereqs.sh | bash\n"})}),"\n"]}),"\n"]}),(0,i.jsxs)(n.p,{children:["The TUI creates a ",(0,i.jsx)(n.code,{children:".env"})," file and docker-compose files in the current working directory."]})]}),(0,i.jsxs)(o.A,{value:"uvx",label:"Quick test with uvx",children:[(0,i.jsxs)(n.p,{children:["Use ",(0,i.jsx)(n.code,{children:"uvx"})," to quickly run OpenRAG without creating a project or modifying any files."]}),(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Create a directory to store the OpenRAG configuration files:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"mkdir openrag-workspace\ncd openrag-workspace\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Run OpenRAG:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uvx openrag\n"})}),"\n",(0,i.jsx)(n.p,{children:"To run a specific version:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uvx --from openrag==0.1.30 openrag\n"})}),"\n"]}),"\n"]}),(0,i.jsxs)(n.p,{children:["The TUI creates a ",(0,i.jsx)(n.code,{children:".env"})," file and docker-compose files in the current working directory."]})]}),(0,i.jsxs)(o.A,{value:"uv-add",label:"Python project with uv add",children:[(0,i.jsxs)(n.p,{children:["Use ",(0,i.jsx)(n.code,{children:"uv add"})," to install OpenRAG as a dependency in your Python project. This adds OpenRAG to your ",(0,i.jsx)(n.code,{children:"pyproject.toml"})," and lockfile, making your installation reproducible and version-controlled."]}),(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Create a new project with a virtual environment:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv init YOUR_PROJECT_NAME\ncd YOUR_PROJECT_NAME\n"})}),"\n",(0,i.jsxs)(n.p,{children:["The ",(0,i.jsx)(n.code,{children:"(venv)"})," prompt doesn't change, but ",(0,i.jsx)(n.code,{children:"uv"})," commands will automatically use the project's virtual environment."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Add OpenRAG to your project:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv add openrag\n"})}),"\n",(0,i.jsx)(n.p,{children:"To add a specific version:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv add openrag==0.1.30\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Start the OpenRAG TUI:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv run openrag\n"})}),"\n"]}),"\n"]}),(0,i.jsxs)(r,{closed:!0,children:[(0,i.jsx)("summary",{children:"Install a local wheel"}),(0,i.jsx)(n.p,{children:"If you downloaded the OpenRAG wheel to your local machine, install it by specifying its path:"}),(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Add the wheel to your project:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv add PATH/TO/openrag-VERSION-py3-none-any.whl\n"})}),"\n",(0,i.jsxs)(n.p,{children:["Replace ",(0,i.jsx)(n.code,{children:"PATH/TO/"})," and ",(0,i.jsx)(n.code,{children:"VERSION"})," with the path and version of your downloaded OpenRAG ",(0,i.jsx)(n.code,{children:".whl"})," file."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Run OpenRAG:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv run openrag\n"})}),"\n"]}),"\n"]})]})]}),(0,i.jsxs)(o.A,{value:"uv-pip",label:"Existing virtual environment with uv pip install",children:[(0,i.jsxs)(n.p,{children:["Use ",(0,i.jsx)(n.code,{children:"uv pip install"})," to install OpenRAG into an existing virtual environment that isn't managed by ",(0,i.jsx)(n.code,{children:"uv"}),"."]}),(0,i.jsx)(n.admonition,{type:"tip",children:(0,i.jsxs)(n.p,{children:["For new projects, ",(0,i.jsx)(n.code,{children:"uv add"})," is recommended as it manages dependencies in your project's lockfile."]})}),(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Activate your virtual environment."}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Install OpenRAG:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"uv pip install openrag\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Run OpenRAG:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"openrag\n"})}),"\n"]}),"\n"]})]})]}),"\n",(0,i.jsxs)(n.p,{children:["Continue with ",(0,i.jsx)(n.a,{href:"#setup",children:"Set up OpenRAG with the TUI"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"setup",children:"Set up OpenRAG with the TUI"}),"\n",(0,i.jsxs)(n.p,{children:["The TUI creates a ",(0,i.jsx)(n.code,{children:".env"})," file in your OpenRAG directory root and starts OpenRAG.\nIf the TUI detects a ",(0,i.jsx)(n.code,{children:".env"})," file in the OpenRAG root directory, it sources any variables from the ",(0,i.jsx)(n.code,{children:".env"})," file.\nIf the TUI detects OAuth credentials, it enforces the ",(0,i.jsx)(n.strong,{children:"Advanced Setup"})," path."]}),"\n",(0,i.jsxs)(t.A,{groupId:"Setup method",children:[(0,i.jsxs)(o.A,{value:"Basic setup",label:"Basic setup",default:!0,children:[(0,i.jsxs)(n.p,{children:[(0,i.jsx)(n.strong,{children:"Basic Setup"})," can generate all of the required values for OpenRAG. The OpenAI API key is optional and can be provided during onboarding.\n",(0,i.jsx)(n.strong,{children:"Basic Setup"})," does not set up OAuth connections for ingestion from cloud providers.\nFor OAuth setup, use ",(0,i.jsx)(n.strong,{children:"Advanced Setup"}),".\nFor information about the difference between basic (no auth) and OAuth in OpenRAG, see ",(0,i.jsx)(n.a,{href:"/knowledge#auth",children:"Authentication and document access"}),"."]}),(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["To install OpenRAG with ",(0,i.jsx)(n.strong,{children:"Basic Setup"}),", click ",(0,i.jsx)(n.strong,{children:"Basic Setup"})," or press ",(0,i.jsx)("kbd",{children:"1"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Click ",(0,i.jsx)(n.strong,{children:"Generate Passwords"})," to generate passwords for OpenSearch and Langflow."]}),"\n",(0,i.jsxs)(n.p,{children:["The OpenSearch password is required. The Langflow admin password is optional.\nIf no Langflow admin password is generated, Langflow runs in ",(0,i.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-auto-login",children:"autologin mode"})," with no password required."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Optional: Paste your OpenAI API key in the OpenAI API key field. You can also provide this during onboarding or choose a different model provider."}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Click ",(0,i.jsx)(n.strong,{children:"Save Configuration"}),".\nYour passwords are saved in the ",(0,i.jsx)(n.code,{children:".env"})," file used to start OpenRAG."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["To start OpenRAG, click ",(0,i.jsx)(n.strong,{children:"Start All Services"}),".\nStartup pulls container images and runs them, so it can take some time.\nWhen startup is complete, the TUI displays the following:"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"Services started successfully\nCommand completed successfully\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["To start the Docling service, under ",(0,i.jsx)(n.strong,{children:"Native Services"}),", click ",(0,i.jsx)(n.strong,{children:"Start"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["To open the OpenRAG application, navigate to the TUI main menu, and then click ",(0,i.jsx)(n.strong,{children:"Open App"}),".\nAlternatively, in your browser, navigate to ",(0,i.jsx)(n.code,{children:"localhost:3000"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Continue with ",(0,i.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),"."]}),"\n"]}),"\n"]})]}),(0,i.jsx)(o.A,{value:"Advanced setup",label:"Advanced setup",children:(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["To install OpenRAG with ",(0,i.jsx)(n.strong,{children:"Advanced Setup"}),", click ",(0,i.jsx)(n.strong,{children:"Advanced Setup"})," or press ",(0,i.jsx)("kbd",{children:"2"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Click ",(0,i.jsx)(n.strong,{children:"Generate Passwords"})," to generate passwords for OpenSearch and Langflow."]}),"\n",(0,i.jsxs)(n.p,{children:["The OpenSearch password is required. The Langflow admin password is optional.\nIf no Langflow admin password is generated, Langflow runs in ",(0,i.jsx)(n.a,{href:"https://docs.langflow.org/api-keys-and-authentication#langflow-auto-login",children:"autologin mode"})," with no password required."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"Paste your OpenAI API key in the OpenAI API key field."}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Add your client and secret values for Google or Microsoft OAuth.\nThese values can be found with your OAuth provider.\nFor more information, see the ",(0,i.jsx)(n.a,{href:"https://developers.google.com/identity/protocols/oauth2",children:"Google OAuth client"})," or ",(0,i.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"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsx)(n.p,{children:"The OpenRAG TUI presents redirect URIs for your OAuth app.\nThese are the URLs your OAuth provider will redirect back to after user sign-in.\nRegister these redirect values with your OAuth provider as they are presented in the TUI."}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Click ",(0,i.jsx)(n.strong,{children:"Save Configuration"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["To start OpenRAG, click ",(0,i.jsx)(n.strong,{children:"Start All Services"}),".\nStartup pulls container images and runs them, so it can take some time.\nWhen startup is complete, the TUI displays the following:"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"Services started successfully\nCommand completed successfully\n"})}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["To start the Docling service, under ",(0,i.jsx)(n.strong,{children:"Native Services"}),", click ",(0,i.jsx)(n.strong,{children:"Start"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["To open the OpenRAG application, navigate to the TUI main menu, and then click ",(0,i.jsx)(n.strong,{children:"Open App"}),".\nAlternatively, in your browser, navigate to ",(0,i.jsx)(n.code,{children:"localhost:3000"}),".\nYou are presented with your provider's OAuth sign-in screen.\nAfter sign-in, you are redirected to the redirect URI."]}),"\n",(0,i.jsx)(n.p,{children:"Two additional variables are available for Advanced Setup:"}),"\n",(0,i.jsxs)(n.p,{children:["The ",(0,i.jsx)(n.code,{children:"LANGFLOW_PUBLIC_URL"})," controls where the Langflow web interface can be accessed. This is where users interact with their flows in a browser."]}),"\n",(0,i.jsxs)(n.p,{children:["The ",(0,i.jsx)(n.code,{children:"WEBHOOK_BASE_URL"})," controls where the endpoint for ",(0,i.jsx)(n.code,{children:"/connectors/CONNECTOR_TYPE/webhook"})," will be available.\nThis connection enables real-time document synchronization with external services.\nSupported webhook endpoints:"]}),"\n",(0,i.jsxs)(n.ul,{children:["\n",(0,i.jsxs)(n.li,{children:["Google Drive: ",(0,i.jsx)(n.code,{children:"/connectors/google_drive/webhook"})]}),"\n",(0,i.jsxs)(n.li,{children:["OneDrive: ",(0,i.jsx)(n.code,{children:"/connectors/onedrive/webhook"})]}),"\n",(0,i.jsxs)(n.li,{children:["SharePoint: ",(0,i.jsx)(n.code,{children:"/connectors/sharepoint/webhook"})]}),"\n"]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Continue with ",(0,i.jsx)(n.a,{href:"#application-onboarding",children:"Application Onboarding"}),"."]}),"\n"]}),"\n"]})})]}),"\n",(0,i.jsx)(a.Ay,{}),"\n",(0,i.jsx)(n.h2,{id:"close-the-openrag-tui",children:"Close the OpenRAG TUI"}),"\n",(0,i.jsxs)(n.p,{children:["To close the OpenRAG TUI, press ",(0,i.jsx)("kbd",{children:"q"}),".\nThe OpenRAG containers will continue to be served until the containers are stopped.\nFor more information, see ",(0,i.jsx)(n.a,{href:"#tui-container-management",children:"Manage OpenRAG containers with the TUI "}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["To start the TUI again, run ",(0,i.jsx)(n.code,{children:"uv run openrag"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"tui-container-management",children:"Manage OpenRAG containers with the TUI"}),"\n",(0,i.jsx)(n.p,{children:"After installation, the TUI can deploy, manage, and upgrade your OpenRAG containers."}),"\n",(0,i.jsx)(n.h3,{id:"start-all-services",children:"Start all services"}),"\n",(0,i.jsxs)(n.p,{children:["Click ",(0,i.jsx)(n.strong,{children:"Start All Services"})," to start the OpenRAG containers.\nThe TUI automatically detects your container runtime, and then checks if your machine has compatible GPU support by checking for ",(0,i.jsx)(n.code,{children:"CUDA"}),", ",(0,i.jsx)(n.code,{children:"NVIDIA_SMI"}),", and Docker/Podman runtime support. This check determines which Docker Compose file OpenRAG uses.\nThe TUI then pulls the images and deploys the containers with the following command."]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"docker compose up -d\n"})}),"\n",(0,i.jsxs)(n.p,{children:["If images are missing, the TUI runs ",(0,i.jsx)(n.code,{children:"docker compose pull"}),", then runs ",(0,i.jsx)(n.code,{children:"docker compose up -d"}),"."]}),"\n",(0,i.jsx)(n.h3,{id:"status",children:"Status"}),"\n",(0,i.jsxs)(n.p,{children:["The ",(0,i.jsx)(n.strong,{children:"Status"})," menu displays information on your container deployment.\nHere you can check container health, find your service ports, view logs, and upgrade your containers."]}),"\n",(0,i.jsxs)(n.p,{children:["To view streaming logs, select the container you want to view, and press ",(0,i.jsx)("kbd",{children:"l"}),".\nTo copy your logs, click ",(0,i.jsx)(n.strong,{children:"Copy to Clipboard"}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["To ",(0,i.jsx)(n.strong,{children:"upgrade"})," your containers, click ",(0,i.jsx)(n.strong,{children:"Upgrade"}),".\n",(0,i.jsx)(n.strong,{children:"Upgrade"})," runs ",(0,i.jsx)(n.code,{children:"docker compose pull"})," and then ",(0,i.jsx)(n.code,{children:"docker compose up -d --force-recreate"}),".\nThe first command pulls the latest images of OpenRAG.\nThe second command recreates the containers with your data persisted."]}),"\n",(0,i.jsxs)(n.p,{children:["To ",(0,i.jsx)(n.strong,{children:"reset"})," your containers, click ",(0,i.jsx)(n.strong,{children:"Reset"}),".\nReset gives you a completely fresh start.\nReset deletes all of your data, including OpenSearch data, uploaded documents, and authentication.\n",(0,i.jsx)(n.strong,{children:"Reset"})," runs two commands.\nIt first stops and removes all containers, volumes, and local images."]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"docker compose down --volumes --remove-orphans --rmi local\n"})}),"\n",(0,i.jsxs)(n.p,{children:["When the first command is complete, OpenRAG removes any additional Docker objects with ",(0,i.jsx)(n.code,{children:"prune"}),"."]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"docker system prune -f\n"})}),"\n",(0,i.jsx)(n.h3,{id:"native-services-status",children:"Native services status"}),"\n",(0,i.jsxs)(n.p,{children:["A ",(0,i.jsx)(n.em,{children:"native service"})," in OpenRAG refers to a service run locally on your machine, and not within a container.\nThe ",(0,i.jsx)(n.code,{children:"docling serve"})," process is a native service in OpenRAG, because it's a document processing service that is run on your local machine, and controlled separately from the containers."]}),"\n",(0,i.jsxs)(n.p,{children:["To start or stop ",(0,i.jsx)(n.code,{children:"docling serve"})," or any other native services, in the TUI Status menu, click ",(0,i.jsx)(n.strong,{children:"Stop"})," or ",(0,i.jsx)(n.strong,{children:"Restart"}),"."]}),"\n",(0,i.jsxs)(n.p,{children:["To view the status, port, or PID of a native service, in the TUI main menu, click ",(0,i.jsx)(n.a,{href:"#status",children:"Status"}),"."]}),"\n",(0,i.jsx)(n.h2,{id:"diagnostics",children:"Diagnostics"}),"\n",(0,i.jsxs)(n.p,{children:["The ",(0,i.jsx)(n.strong,{children:"Diagnostics"})," menu provides health monitoring for your container runtimes and monitoring of your OpenSearch security."]}),"\n",(0,i.jsx)(n.h2,{id:"reinstall",children:"Reinstall OpenRAG"}),"\n",(0,i.jsx)(n.p,{children:"To reinstall OpenRAG with a completely fresh setup:"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Reset your containers using the ",(0,i.jsx)(n.strong,{children:"Reset"})," button in the ",(0,i.jsx)(n.a,{href:"#status",children:"TUI status"})," menu.\nThis removes all containers, volumes, and 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Anthropic API key into the field. Alternatively, click Skip overview.
  • Continue with the Quickstart.

    • Container management commands​

    diff --git a/index.html b/index.html index b4aca065..e965eb26 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 89daa71c..e2d37627 100644 --- a/ingestion/index.html +++ b/ingestion/index.html @@ -4,7 +4,7 @@ Docling in OpenRAG | OpenRAG - + diff --git a/install/index.html b/install/index.html index fbc2367e..af8d01dc 100644 --- a/install/index.html +++ b/install/index.html @@ -4,7 +4,7 @@ Install OpenRAG with TUI | OpenRAG - + @@ -221,14 +221,34 @@ Alternatively, paste an Anthropic API key into the field. Alternatively, click Skip overview.
  • Continue with the Quickstart.

    • Close the OpenRAG TUI​

    diff --git a/knowledge/index.html b/knowledge/index.html index 2585dc46..1acae465 100644 --- a/knowledge/index.html +++ b/knowledge/index.html @@ -4,7 +4,7 @@ OpenSearch in OpenRAG | OpenRAG - + diff --git a/quickstart/index.html b/quickstart/index.html index 353e61b8..1fef0da7 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 f12ca6eb..fafa0083 100644 --- a/reference/configuration/index.html +++ b/reference/configuration/index.html @@ -4,7 +4,7 @@ Environment variables | OpenRAG - + diff --git a/support/troubleshoot/index.html b/support/troubleshoot/index.html index c8949210..e6c9ec6a 100644 --- a/support/troubleshoot/index.html +++ b/support/troubleshoot/index.html @@ -4,7 +4,7 @@ Troubleshooting | OpenRAG - +