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OpenAI or Azure OpenAI Instance

Before you can deploy the application, you need to have an OpenAI or Azure OpenAI instance. This instance will provide the AI capabilities required by the application. Below are the steps to create an OpenAI or Azure OpenAI instance.

Creating an OpenAI Instance

See pricing details here

  1. Sign Up for OpenAI:

    • Go to the OpenAI website.
    • Login or sign in (you can use your ChatGPT account)
      • You will need a phone number to confirm your account.

  2. Create the project

    • Click on Create a new project.
    • Give it an identifiable name and click create.

  3. Add billing details

    • On the top bar on the right, click on your profile.
    • Click on Billing on the left panel.
    • Add your payment details.

  4. Get API Key:

    • On the top bar on the right, click on your profile.
    • Click on API keys on the left panel.
    • Click on + Create new secret key on the top right.
    • Give it an identifiable name and select the project you created.
    • Click Create secret key.
    • Copy your key and store it safely. It won't show again and if lost you'll need to create a new one.
    • Use these to configure your access when deploying intelligence-toolkit app or using the Settings page.

Creating an Azure OpenAI Instance

See pricing details here

  1. Log in to the Azure portal:

    • Go to the Azure portal.
      • If you don't have an account, click on "Create one" and follow the steps to set up your account.

  2. Create the resource:

    • Click on "Create a resource" and search for "Azure OpenAI".
    • Select "Azure OpenAI Service" and click "Create".
    • Fill in the required details (subscription, resource group, region, etc.).
    • Click next until the Review + submit step.
    • If validation passes, click create.

  3. Deploy the models:

    • Go to the resource page.
    • Click on Go to Azure AI Foundry portal
    • Click on Deployments on the left panel.
    • Create the AI model
      • Click on Deploy model and Deploy base model.
      • Choose gpt-4o-mini then Confirm and Deploy
    • Create the embedding model
      • Click on Deploy model and Deploy base model.
      • Choose text-embedding-3-small then Confirm and Deploy

  4. Get the Azure OpenAI key:

    • In the resource page on Azure portal, go to "Keys and Endpoint" section.
    • Copy one of the keys (KEY 1 or KEY 2) and Endpoint URL.
    • Use these to configure your access when deploying intelligence-toolkit app or using the Settings page.