FAI Azure AI Search Expert

Azure AI Search specialist — HNSW vector indexes, hybrid keyword+vector retrieval, semantic ranker, integrated vectorization pipelines, custom skillsets, scoring profiles, and RAG optimization for production search experiences.

Overview

Property	Value
Type	Agent
File	`agents/fai-azure-ai-search-expert.agent.md`
Tools	codebase, terminal, azure
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`performance-efficiency`, `reliability`, `cost-optimization`, `security`
Compatible Plays	`01-enterprise-rag`, `09-ai-search-portal`, `15-document-intelligence`, `21-agentic-rag`, `26-personalized-search`, `52-hybrid-search`
Lines	122

Usage

In VS Code (GitHub Copilot)


@fai-azure-ai-search-expert How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-azure-ai-search-expert.agent.md"]
  }
}

Source

GitHub: agents/fai-azure-ai-search-expert.agent.md
Edit: Edit on GitHub →

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