Ray Agents

Experimental API for running LLM agents (LangGraph, CrewAI, etc.) with distributed tool execution on Ray.

Note: This is an experimental package and currently in active development.

Features

• Distributed tool execution on Ray clusters
• Framework-agnostic agent adapters (LangGraph, etc.)
• Code Interpreter: Secure Python execution in gVisor-sandboxed environments (see CODE_INTERPRETER.md)
• Session management with conversation history

Quick Start

Install gVisor (Required for Code Interpreter)

macOS with Docker Desktop:

make setup-gvisor-macos
# Then quit and restart Docker Desktop
make verify-gvisor

Linux:

sudo apt-get update && sudo apt-get install -y runsc
sudo runsc install
docker run --rm --runtime=runsc hello-world

License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.