AI Adapters | Databricks, OpenAI, and Bedrock

Intro

This article explains how to set up a Databricks, OpenAI, or Amazon Bedrock adapter account in the Data Center, enter the credentials each provider requires, and make the adapter available when you create a new AI model.

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Set Up an Adapter Account

You set up each adapter account in the Data Center under Accounts. Each provider requires different credentials, described in the sections below.

1. In the navigation header, select Data to open the Data Center. The Data Center opens to your accounts and DataSets.

2. In the left sidebar, select Accounts.

3. Select Add New > Account. The Add Account modal opens.

4. From the dropdown, select the adapter you want to connect: Databricks, OpenAI, or Amazon Bedrock.

5. Enter the credentials required for the provider you selected. See the provider sections below for the required fields.

   Note: To ask someone else to connect the account, select Assign Someone, then find the user in Domo or invite them to your Domo instance.

6. Select Connect.

After you connect your account, it appears in the available account list when you create a new model. Learn how to add and test new models.

Tip: To edit, share, or delete an existing account, see Manage Connector/Adapter Accounts.

After you add a model, it appears in the list of AI Models in the scrollable, searchable sidebar. Select Endpoint to see the Test Endpoint input and output. To test your model, enter the input, then select Test Model.

Connect Databricks

Build models and workspaces in Databricks and bring them into Domo as MLflow models.

To add your Databricks account and make it available as a model, you need the following:

• Host name — Your Databricks host name.
• Personal access token — Your Databricks personal access token.

After you connect your Databricks account, you can add your Databricks models into Domo in the Domo.AI section. Learn how to add new models.

Connect OpenAI

To add your OpenAI account and make it available as a model, you need the following:

• API key — Your OpenAI API key.

Connect Amazon Bedrock

Domo uses Amazon Bedrock’s authorizing and versioning when bringing a model into Domo.

To add your Amazon Bedrock account and make it available as a model, you need the following for your AWS account:

• Access key — Your AWS access key.
• Region — The region your AWS account resides in.
• Secret key — Your AWS secret key.

Connect with Amazon Bedrock Assume Role

To add an Amazon Bedrock Assume Role account, configure an AWS IAM role in your AWS account with an external ID that lets Domo assume that role.

Enter the following fields when you add the account:

• Region — The region your AWS account resides in.

• External Id — The external ID that verifies the account Domo assumes, which provides an added security measure. Select Generate Code to generate a random external ID, then paste it into your AWS security policy for the assumed role.

• Role Session Name — Identifies the session while Domo assumes the role. You can set this to any value.

• Role ARN — The ARN of the role you want Domo to assume. It looks something like this:

  arn:aws:iam::{accountId}:role/{roleToAssume}
  

The role you assume needs a policy configuration that includes the following:

{
    "Effect": "Allow",
    "Principal": {
        "AWS": "arn:aws:iam::{domoAccountId}:root"
    },
    "Action": "sts:AssumeRole",
    "Condition": {
        "StringEquals": {
            "sts:ExternalId": "chosenExternalId"
        }
    }
}

In this policy:

• chosenExternalId is your generated ID that Domo uses to verify that the correct role is assumed. Select Generate Code in the Domo account menu, then copy and paste the value here. The value here must match the value in the Domo account.
• domoAccountId is the account ID for Domo that assumes the role, based on your region.

Important: The value in the sts:ExternalId condition must exactly match the external ID you entered in the Domo account. If the values do not match, Domo cannot assume the role.

The account IDs for Domo environments are as follows:

Region	Domo account ID
US	339405024189
AU	010251424122
EMEA (IE)	687132894031
JP	622384692065
CA	710710207408

The Amazon Bedrock adapter currently provides access to these providers:

• AI21
• Anthropic
• Amazon Titan
• Meta
• Cohere