azure-ai

Integrate Azure AI services for search, speech, OpenAI, and document intelligence.

Updated Apr 10, 2026
One-click install
npx skills add https://github.com/attentiondotnet/azure-skills --skill azure-ai-attentiondotnet
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: azure-ai
Source: https://github.com/attentiondotnet/azure-skills/tree/main/.github/plugins/azure-skills/skills/azure-ai
Command: npx skills add https://github.com/attentiondotnet/azure-skills --skill azure-ai-attentiondotnet

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Developers and teams need a unified way to tap into Azure AI capabilities—search, speech, OpenAI, and document intelligence—without stitching together disparate tools or scripts.

Core Features & Use Cases

  • Unified Access: Single entry point to Azure Search, Speech, OpenAI, and Document Intelligence via MCP tools or CLI fallbacks.
  • Flexible Scenarios: Supports semantic/full‑text/vector search, speech‑to‑text and text‑to‑speech, generative AI with OpenAI models, and form extraction with OCR.
  • Use Case: A developer can query an index for relevant docs, transcribe a meeting recording, generate a summary with OpenAI, and extract key fields from scanned invoices—all in one streamlined workflow.

Quick Start

Ask the azure-ai skill to perform a semantic search for “cloud cost optimization” and return the top three results.

Frequently Asked Questions about azure-ai

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

FAQPage Schema
How do I integrate Azure AI search and OpenAI into a single workflow?

You can integrate Azure AI search and OpenAI by using a unified interface that leverages Azure MCP tools or CLI fallbacks, enabling semantic search and OpenAI model interactions within a single workflow.

Can I extract text from scanned invoices using Azure document intelligence and OCR?

Azure document intelligence supports form extraction with OCR for enterprise workloads, enabling you to extract key fields from scanned invoices by leveraging Azure credentials and network connectivity to Azure services.

What is the best way to perform vector search and speech-to-text transcription in Azure?

The best way to perform vector search and speech-to-text is through a unified Azure AI access point that supports vector search alongside speech transcription, utilizing Azure MCP tools when available or falling back to CLI commands.

Does Azure AI search support hybrid search capabilities for enterprise applications?

Azure AI search supports hybrid search capabilities for enterprise applications, offering full-text, vector, and semantic search functionalities through a single interface that connects to Azure services via MCP tools or CLI fallbacks.

Do I need Azure credentials to use speech-to-text and text-to-speech transcription services?

You need Azure credentials and network connectivity to Azure services to use speech-to-text and text-to-speech transcription, as the skill leverages Azure MCP tools or falls back to CLI setup commands for accessing these capabilities.

Why use a unified Azure AI interface instead of separate scripts for OpenAI and search?

A unified Azure AI interface eliminates the need to stitch together disparate scripts for OpenAI and search, providing a single entry point to streamline workflows across document intelligence, speech, and search for enterprise workloads.