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Build and troubleshoot Azure AI Search, Speech, OpenAI, and Document Intelligence apps. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, Speech SDK logs, session ID, result ID, OCR, convert text to speech.
npx skills add microsoft/azure-skills --skill azure-aiInstalls from the source repository, including any supporting files.
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| Service | Use When | MCP Tools | CLI |
|---|---|---|---|
| AI Search | Full-text, vector, hybrid search | azure__search | az search |
| Speech | Speech-to-text, text-to-speech, SDK logs | azure__speech | - |
| OpenAI | GPT models, embeddings, DALL-E | - | az cognitiveservices |
| Document Intelligence | Form extraction, OCR | - | - |
When Azure MCP is enabled:
azure__search with command search_index_list - List search indexesazure__search with command search_index_get - Get index detailsazure__search with command search_query - Query search indexazure__speech with command speech_transcribe - Speech to textazure__speech with command speech_synthesize - Text to speechIf Azure MCP is not enabled: In Copilot CLI or Claude Code, ask the user to run /mcp and enable Azure MCP; in other hosts, ask the user to enable Azure MCP through the host's MCP configuration.
| Feature | Description |
|---|---|
| Full-text search | Linguistic analysis, stemming |
| Vector search | Semantic similarity with embeddings |
| Hybrid search | Combined keyword + vector |
| AI enrichment | Entity extraction, OCR, sentiment |
| Feature | Description |
|---|---|
| Speech-to-text | Real-time and batch transcription |
| Text-to-speech | Neural voices, SSML support |
| Speaker diarization |
| Identify who spoke when |
| Custom models | Domain-specific vocabulary |
| Client SDK diagnostics | Speech SDK client diagnostics for log collection, offline analysis, features, and session/result IDs (no MCP or login required) |
For programmatic access to these services, see the condensed SDK guides:
For deep documentation on specific services:
--- name: azure-ai description: "Build and troubleshoot Azure AI Search, Speech, OpenAI, and Document Intelligence apps. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, Speech SDK logs, session ID, result ID, OCR, convert text to speech." license: MIT metadata: author: Microsoft version: "1.2.3" --- # Azure AI Services ## Services | Service | Use When | MCP Tools | CLI | |---------|----------|-----------|-----| | AI Search | Full-text, vector, hybrid search | `azure__search` | `az search` | | Speech | Speech-to-text, text-to-speech, SDK logs | `azure__speech` | - | | OpenAI | GPT models, embeddings, DALL-E | - | `az cognitiveservices` | | Document Intelligence | Form extraction, OCR | - | - | ## MCP Server (Preferred) When Azure MCP is enabled: ### AI Search - `azure__search` with command `search_index_list` - List search indexes - `azure__search` with command `search_index_get` - Get index details - `azure__search` with command `search_query` - Query search index ### Speech - `azure__speech` with command `speech_transcribe` - Speech to text - `azure__speech` with command `speech_synthesize` - Text to speech **If Azure MCP is not enabled:** In Copilot CLI or Claude Code, ask the user to run `/mcp` and enable Azure MCP; in other hosts, ask the user to enable Azure MCP through the host's MCP configuration. ## AI Search Capabilities | Feature | Description | |---------|-------------| | Full-text search | Linguistic analysis, stemming | | Vector search | Semantic similarity with embeddings | | Hybrid search | Combined keyword + vector | | AI enrichment | Entity extraction, OCR, sentiment | ## Speech Capabilities | Feature | Description | |---------|-------------| | Speech-to-text | Real-time and batch transcription | | Text-to-speech | Neural voices, SSML support | | Speaker diarization | Identify who spoke when | | Custom models | Domain-specific vocabulary | | Client SDK diagnostics | [Speech SDK client diagnostics](references/speech/diagnostics.md) for log collection, offline analysis, features, and session/result IDs (no MCP or login required) | ## SDK Quick References For programmatic access to these services, see the condensed SDK guides: - **AI Search**: [Python](references/sdk/azure-search-documents-py.md) | [TypeScript](references/sdk/azure-search-documents-ts.md) | [.NET](references/sdk/azure-search-documents-dotnet.md) - **OpenAI**: [.NET](references/sdk/azure-ai-openai-dotnet.md) - **Vision**: [Python](references/sdk/azure-ai-vision-imageanalysis-py.md) | [Java](references/sdk/azure-ai-vision-imageanalysis-java.md) - **Transcription**: [Python](references/sdk/azure-ai-transcription-py.md) - **Translation**: [Python](references/sdk/azure-ai-translation-text-py.md) | [TypeScript](references/sdk/azure-ai-translation-ts.md) - **Document Intelligence**: [.NET](references/sdk/azure-ai-document-intelligence-dotnet.md) | [TypeScript](references/sdk/azure-ai-document-intelligence-ts.md) - **Content Safety**: [Python](references/sdk/azure-ai-contentsafety-py.md) | [TypeScript](references/sdk/azure-ai-contentsafety-ts.md) | [Java](references/sdk/azure-ai-contentsafety-java.md) ## Service Details For deep documentation on specific services: - AI Search indexing and queries -> [Azure AI Search documentation](https://learn.microsoft.com/azure/search/search-what-is-azure-search) - Speech transcription patterns -> [Azure AI Speech documentation](https://learn.microsoft.com/azure/ai-services/speech-service/overview) - Speech SDK client logs and troubleshooting -> [Speech SDK client diagnostics](references/speech/diagnostics.md)