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FAI RAG Expert

RAG expert — advanced retrieval patterns (agentic, graph, multi-modal RAG), chunking strategies, hybrid search, re-ranking, evaluation metrics, and production RAG optimization.

Overview​

PropertyValue
TypeAgent
Fileagents/fai-rag-expert.agent.md
Toolscodebase, terminal
Modelgpt-4o, gpt-4o-mini
WAF Alignmentreliability, performance-efficiency, cost-optimization
Compatible Plays01-enterprise-rag, 21-agentic-rag, 28-knowledge-graph
Lines169

Usage​

In VS Code (GitHub Copilot)​

@fai-rag-expert How can you help me?

In fai-manifest.json​

{
  "primitives": {
    "agents": ["../../agents/fai-rag-expert.agent.md"]
  }
}

Source​

Auto-generated from the FrootAI primitive catalog. Last updated: 2026-04-20.