ragflow/sandbox

RAGFlow Sandbox

A secure, pluggable code execution backend for RAGFlow and beyond.

🔧 Features

• ✅ Seamless RAGFlow Integration — Out-of-the-box compatibility with the code component.
• 🔐 High Security — Leverages gVisor for syscall-level sandboxing.
• 🔧 Customizable Sandboxing — Easily modify seccomp settings as needed.
• 🧩 Pluggable Runtime Support — Easily extend to support any programming language.
• ⚙️ Developer Friendly — Get started with a single command using Makefile.

🏗 Architecture

🚀 Quick Start

📋 Prerequisites

Required

• Linux distro compatible with gVisor
• gVisor
• Docker >= 24.0.0
• Docker Compose >= v2.26.1 like RAGFlow
• uv as package and project manager

Optional (Recommended)

• GNU Make for simplified CLI management

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🐳 Build Docker Base Images

We use isolated base images for secure containerized execution:

# Build base images manually
docker build -t sandbox-base-python:latest ./sandbox_base_image/python
docker build -t sandbox-base-nodejs:latest ./sandbox_base_image/nodejs

# OR use Makefile
make build

Then, build the executor manager image:

docker build -t sandbox-executor-manager:latest ./executor_manager

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📦 Running with RAGFlow

1. Ensure gVisor is correctly installed.

2. Configure your .env in docker/.env:

   • Uncomment sandbox-related variables.
   • Enable sandbox profile at the bottom.

3. Add the following line to /etc/hosts as recommended:

   127.0.0.1 sandbox-executor-manager
   

4. Start RAGFlow service.

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🧭 Running Standalone

Manual Setup

1. Initialize environment:

   cp .env.example .env
   

2. Launch:

   docker compose -f docker-compose.yml up
   

3. Test:

   source .venv/bin/activate
   export PYTHONPATH=$(pwd)
   uv pip install -r executor_manager/requirements.txt
   uv run tests/sandbox_security_tests_full.py
   

With Make

make          # setup + build + launch + test

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📈 Monitoring

docker logs -f sandbox-executor-manager  # Manual
make logs                                 # With Make

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🧰 Makefile Toolbox

Command	Description
make	Setup, build, launch and test all at once
make setup	Initialize environment and install uv
make ensure_env	Auto-create .env if missing
make ensure_uv	Install uv package manager if missing
make build	Build all Docker base images
make start	Start services with safe env loading and testing
make stop	Gracefully stop all services
make restart	Shortcut for stop + start
make test	Run full test suite
make logs	Stream container logs
make clean	Stop and remove orphan containers and volumes

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🔐 Security

The RAGFlow sandbox is designed to balance security and usability, offering solid protection without compromising developer experience.

✅ gVisor Isolation

At its core, we use gVisor, a user-space kernel, to isolate code execution from the host system. gVisor intercepts and restricts syscalls, offering robust protection against container escapes and privilege escalations.

🔒 Optional seccomp Support (Advanced)

For users who need zero-trust-level syscall control, we support an additional seccomp profile. This feature restricts containers to only a predefined set of system calls, as specified in executor_manager/seccomp-profile-default.json.

⚠️ This feature is disabled by default to maintain compatibility and usability. Enabling it may cause compatibility issues with some dependencies.

To enable seccomp

1. Edit your .env file:

   SANDBOX_ENABLE_SECCOMP=true
   

2. Customize allowed syscalls in:

   executor_manager/seccomp-profile-default.json
   

   This profile is passed to the container with:

   --security-opt seccomp=/app/seccomp-profile-default.json
   

🧠 Python Code AST Inspection

In addition to sandboxing, Python code is statically analyzed via AST (Abstract Syntax Tree) before execution. Potentially malicious code (e.g. file operations, subprocess calls, etc.) is rejected early, providing an extra layer of protection.

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This security model strikes a balance between robust isolation and developer usability. While seccomp can be highly restrictive, our default setup aims to keep things usable for most developers — no obscure crashes or cryptic setup required.

📦 Add Extra Dependencies for Supported Languages

Currently, the following languages are officially supported:

Language	Priority
Python	High
Node.js	Medium

🐍 Python

To add Python dependencies, simply edit the following file:

sandbox_base_image/python/requirements.txt

Add any additional packages you need, one per line (just like a normal pip requirements file).

🟨 Node.js

To add Node.js dependencies:

1. Navigate to the Node.js base image directory:

   cd sandbox_base_image/nodejs
   

2. Use npm to install the desired packages. For example:

   npm install lodash
   

3. The dependencies will be saved to package.json and package-lock.json, and included in the Docker image when rebuilt.

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🤝 Contribution

Contributions are welcome!