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Prepare applications for Azure deployment by generating infrastructure code, Dockerfiles, and config files.
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references/services/foundry/README.md
1# Azure AI Foundry23Azure AI Foundry (formerly Azure OpenAI) for building AI-powered applications with models like GPT-4o, GPT-4, and embeddings.45> **💡 For detailed AI guidance**, invoke the **`microsoft-foundry`** skill. It provides model catalog access, RAG patterns, agent creation, and evaluation workflows.67## When to Use89- Chat and conversational AI applications10- Text generation and completion11- Code generation assistants12- Document analysis and summarization13- Embeddings for search and RAG14- Multi-modal applications (vision + text)1516## Service Type in azure.yaml1718```yaml19services:20my-ai-service:21host: containerapp # AI services typically deployed via Container Apps22project: ./src/ai-service23```2425## Required Supporting Resources2627| Resource | Purpose |28|----------|---------|29| Azure AI Foundry account | Model hosting |30| Model deployment | Specific model (GPT-4o, GPT-4, etc.) |31| Key Vault | Store API keys securely |32| Application Insights | Monitor usage and costs |3334## Model Selection3536| Model | Best For | Context Window |37|-------|----------|----------------|38| GPT-4o | General purpose, vision, latest | 128K |39| GPT-4 | Complex reasoning | 32K |40| GPT-3.5-Turbo | Cost-effective, simple tasks | 16K |41| text-embedding-ada-002 | Embeddings for RAG/search | 8K |4243## References4445- [Region Availability](region-availability.md)46