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--- |
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sidebar_position: 1 |
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slug: /build_docker_image |
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--- |
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# Build a RAGFlow Docker Image |
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import Tabs from '@theme/Tabs'; |
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import TabItem from '@theme/TabItem'; |
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A guide explaining how to build a RAGFlow Docker image from its source code. By following this guide, you'll be able to create a local Docker image that can be used for development, debugging, or testing purposes. |
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## Target Audience |
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- Developers who have added new features or modified the existing code and require a Docker image to view and debug their changes. |
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- Developers looking to build a RAGFlow Docker image for an ARM64 platform. |
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- Testers looking to explore the latest features of RAGFlow in a Docker image. |
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## Prerequisites |
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- CPU ≥ 4 cores |
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- RAM ≥ 16 GB |
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- Disk ≥ 50 GB |
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- Docker ≥ 24.0.0 & Docker Compose ≥ v2.26.1 |
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## Build a Docker image |
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<Tabs |
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defaultValue="without" |
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values={[ |
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{label: 'Build a Docker image without embedding models', value: 'without'}, |
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{label: 'Build a Docker image including embedding models', value: 'including'} |
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]}> |
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<TabItem value="without"> |
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This image is approximately 2 GB in size and relies on external LLM and embedding services. |
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:::tip NOTE |
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While we also test RAGFlow on ARM64 platforms, we do not plan to maintain RAGFlow Docker images for ARM. However, you can build an image yourself on a `linux/arm64` or `darwin/arm64` host machine as well. |
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::: |
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```bash |
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git clone https://github.com/infiniflow/ragflow.git |
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cd ragflow/ |
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docker build --build-arg LIGHTEN=1 -f Dockerfile -t infiniflow/ragflow:nightly-slim . |
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``` |
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</TabItem> |
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<TabItem value="including"> |
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This image is approximately 9 GB in size. As it includes embedding models, it relies on external LLM services only. |
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:::tip NOTE |
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While we also test RAGFlow on ARM64 platforms, we do not plan to maintain RAGFlow Docker images for ARM. However, you can build an image yourself on a `linux/arm64` or `darwin/arm64` host machine. |
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::: |
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```bash |
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git clone https://github.com/infiniflow/ragflow.git |
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cd ragflow/ |
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pip3 install huggingface_hub nltk |
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python3 download_deps.py |
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docker build -f Dockerfile.deps -t infiniflow/ragflow_deps . |
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docker build -f Dockerfile -t infiniflow/ragflow:nightly . |
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docker build --build-arg LIGHTEN=1 -f Dockerfile -t infiniflow/ragflow:nightly-slim . |
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``` |
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</TabItem> |
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</Tabs> |
