AI Foundry
Classic Azure AI Inference recipes and current Foundry migration paths for text, tools, images, knowledge, and structured output.
This source uses Agno's classic AzureAIFoundry adapter and the azure-ai-inference package, which Microsoft retired on August 26, 2026. Existing endpoint availability is separate from SDK retirement. For a new integration, use the current Foundry API setup with a compatible deployment. The classic setup below applies only to an existing compatible endpoint unless a current adaptation is explicitly provided.
| Example | Description |
|---|---|
| Azure Basic | Run a Phi-4 agent through the classic Azure AI Inference adapter, with a link to the current Foundry API. |
| AI Foundry DB | Persist a classic Azure AI Inference session in Postgres and test history with tool-free prompts. |
| Azure Demo Cohere | Migrate a retired Azure Cohere recipe to a current Foundry Chat Completions deployment. |
| Azure Demo Mistral | Migrate a retired Azure Mistral recipe to a current Foundry Chat Completions deployment. |
| Azure Image Agent | Migrate an Azure AI Foundry image-URL agent from retired Llama 3.2 Vision to Llama 4 Scout. |
| Azure Image Agent Bytes | Migrate an Azure AI Foundry image-bytes agent from retired Llama 3.2 Vision to Llama 4 Scout. |
| Knowledge | Query PgVector knowledge through a current Foundry deployment with separate Azure OpenAI embeddings. |
| AI Foundry Structured Output | Understand prompt-guided output in the classic Foundry adapter and use Azure OpenAI for native structured output. |
| AI Foundry Tool Use | Use WebSearchTools with a current Foundry deployment that supports function calling. |