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Update notes on the o3-deep-research model availability...
...and requirements for the AI Foundry project in deep-research.md.
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articles/ai-foundry/agents/how-to/tools/deep-research.md

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# Deep Research tool (preview)
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> [!NOTE]
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> * The Agents SDK use the Azure OpenAI `o3-deep-research` model. This model is **not** available for use in Azure OpenAI Chat Completions and Responses APIs.
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> * The AI Foundry project (parent resource) and the contained `o3-deep-research` and GPT models (child resources) **must exist** in the same Azure subscription and region. Supported regions are **West US** and **Norway East**.
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> * The `o3-deep-research` model is available for use only with the Deep Research tool. It is **not** available for use with the Azure OpenAI Chat Completions and Responses APIs.
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> * The **parent** AI Foundry project resource and the contained `o3-deep-research` and GPT models **children** resources **must exist** in the same Azure subscription and region. Supported regions are **West US** and **Norway East**.
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The Deep Research tool in the Azure AI Foundry Agent Service enables you to integrate a web-based research capability into your systems. The Deep Research capability is a specialized AI capability designed to perform in-depth, multi-step research using data from the public web.
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