| | --- |
| | 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. |
| | - Developers looking to build a RAGFlow Docker image for an ARM64 platform. |
| | - 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 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 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> |
| |
|