.. _azureportal_foundry:

Microsoft Foundry models
-------------------------

Microsoft Foundry Models is your one-stop destination for discovering, evaluating, and deploying powerful AI models. Foundry offers a comprehensive catalog of AI models.

* Go to Microsoft Foundry --> Create a Foundry resource
  Enter Subscription
    * Resource group -> create new if required (aizen-openai-resource)
    * Name (aizen-ai-project-res)    
    * Region westus2  
    * Default project name (aizen-ai-project)
    
    Click Next and use all defaults

* Go to Foundry portal
   * Models + endpoints --> Deploy model (basemodel)
     
     * Example: gpt-5.4-mini 
        
        To increase the rate limit(tokens per min). Select the model and Edit increase the slider and submit changes

   Similarly add the othe models, text-embedding-3-large,gpt-oss-120b,gpt-5.4-nano

   * Guardrails + controls

       Select tab Content filters --> Create Content

        * Enter Name: AzienCustomContent
        * Click next and set "Prompt shields for jailbreak attacks" to "Off"
        * Click next and in Connection select all the models that was added and create