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azure-ai

Orchestrate Azure AI services via MCP-enabled CLI commands.

242|189|Updated Oct 28, 2024
Search Tags:#search#openai#foundry#ai-services#speech#document-intelligence#azure-ai
One-click install
npx skills add https://github.com/microsoft/GitHub-Copilot-for-Azure --skill azure-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: azure-ai
Source: https://github.com/microsoft/GitHub-Copilot-for-Azure/tree/main/plugin/skills/azure-ai
Command: npx skills add https://github.com/microsoft/GitHub-Copilot-for-Azure --skill azure-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Azure AI services are powerful, and this skill helps developers access and orchestrate Azure AI capabilities (AI Search, Speech, Foundry, OpenAI, and Document Intelligence) from within their IDE/Copilot environment. It provides a unified reference to configure and run Azure AI tasks, speeding up prototyping and integration.

Core Features & Use Cases

  • AI Search: indexing and querying text data, vector search, and hybrid search workflows within Azure
  • Speech: speech-to-text and text-to-speech for transcripts and accessibility
  • Foundry: model catalog, AI agents, prompt flows
  • OpenAI: GPT models, embeddings
  • Document Intelligence: form extraction, OCR, document processing
  • Use Case: For example, quickly index codebase docs and run a semantic search to locate relevant API docs and guidance.

Quick Start

Ask the assistant to list available Azure AI services, run a sample search on your codebase, or transcribe a short audio clip.

Frequently Asked Questions about azure-ai

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run vector search and hybrid search on my codebase documentation using Azure AI services?▼

Azure AI Search enables full-text and vector search by indexing your codebase documentation, allowing you to run semantic queries to locate relevant API docs directly within your IDE.

Can I transcribe speech to text and synthesize audio without leaving my development environment?▼

Yes, Azure AI Speech provides speech-to-text transcription and text-to-speech synthesis, allowing you to generate transcripts and audio outputs directly from your IDE via CLI tooling.

Do I need an MCP-enabled Azure setup to deploy GPT models and prompt flows in my IDE?▼

Yes, deploying OpenAI GPT models, generating embeddings, and orchestrating Foundry prompt flows requires an MCP-enabled Azure setup and CLI tooling to execute the relevant commands.

What's the best way to extract text and data from forms using Azure Document Intelligence?▼

Azure Document Intelligence performs document OCR and form extraction, allowing you to process and extract structured data from documents directly within your Copilot development workflow.

How does orchestrating Azure AI services in my IDE speed up prototyping and integration?▼

Orchestrating Azure AI services in your IDE provides a unified reference to configure and run tasks, speeding up prototyping and integration by eliminating context switching between external tools.

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