FAI Ray Expert
Ray distributed computing specialist — Ray Serve for model serving, Ray Tune for hyperparameter optimization, Ray Data for preprocessing, and distributed training/inference at scale.
Overview
| Property | Value |
|---|---|
| Type | Agent |
| File | agents/fai-ray-expert.agent.md |
| Tools | codebase, terminal |
| Model | gpt-4o, gpt-4o-mini |
| WAF Alignment | performance-efficiency, cost-optimization |
| Compatible Plays | 12-model-serving-aks, 13-fine-tuning-workflow |
| Lines | 148 |
Usage
In VS Code (GitHub Copilot)
@fai-ray-expert How can you help me?
In fai-manifest.json
{
"primitives": {
"agents": ["../../agents/fai-ray-expert.agent.md"]
}
}
Source
- GitHub:
agents/fai-ray-expert.agent.md - Edit: Edit on GitHub →
Auto-generated from the FrootAI primitive catalog. Last updated: 2026-04-20.