| --- |
| sidebar_position: 1 |
| slug: /build_docker_image |
| --- |
| |
| # Build a RAGFlow Docker Image |
| import Tabs from '@theme/Tabs'; |
| import TabItem from '@theme/TabItem'; |
|
|
| 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. |
|
|
| ## Target Audience |
|
|
| - Developers who have added new features or modified the existing code and require a Docker image to view and debug their changes. |
| - Testers looking to explore the latest features of RAGFlow in a Docker image. |
|
|
| ## Prerequisites |
|
|
| - CPU ≥ 4 cores |
| - RAM ≥ 16 GB |
| - Disk ≥ 50 GB |
| - Docker ≥ 24.0.0 & Docker Compose ≥ v2.26.1 |
|
|
| ## Build a Docker image |
|
|
| <Tabs |
| defaultValue="without" |
| values={[ |
| {label: 'Build a Docker image without embedding models', value: 'without'}, |
| {label: 'Build a Docker image including embedding models', value: 'including'} |
| ]}> |
| <TabItem value="without"> |
|
|
| This image is approximately 2 GB in size and relies on external LLM and embedding services. |
|
|
| :::tip NOTE |
| 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. |
| ::: |
|
|
| ```bash |
| git clone https://github.com/infiniflow/ragflow.git |
| cd ragflow/ |
| docker build --build-arg LIGHTEN=1 -f Dockerfile -t infiniflow/ragflow:nightly-slim . |
| ``` |
|
|
|
|
| </TabItem> |
| <TabItem value="including"> |
|
|
| This image is approximately 9 GB in size. As it includes embedding models, it relies on external LLM services only. |
|
|
| :::tip NOTE |
| 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. |
| ::: |
|
|
| ```bash |
| git clone https://github.com/infiniflow/ragflow.git |
| cd ragflow/ |
| pip3 install huggingface_hub nltk |
| python3 download_deps.py |
| docker build -f Dockerfile.deps -t infiniflow/ragflow_deps . |
| docker build -f Dockerfile -t infiniflow/ragflow:nightly . |
| docker build --build-arg LIGHTEN=1 -f Dockerfile -t infiniflow/ragflow:nightly-slim . |
| ``` |
|
|
| </TabItem> |
| </Tabs> |