Why use RayAI?
RayAI connects any agent framework (Langchain, Pydantic AI, and more) to Ray’s distributed compute, letting you run parallel tool calls across clusters, mix tools from different frameworks, and execute AI-generated code in isolated sandboxes.Start here
Follow our three step quickstart guide.
How it works
CLI
Use command line to generate production-ready agents in seconds
Framework Agnostic
Use tools from different frameworks together (Langchain, Pydantic AI)
Batch tool
Give LLMs a batch tool to distribute ANY tool calls across a cluster asynchronously
Code Sandboxes
Run AI-generated code safely in isolated sandbox environments