Databricks

Figure 1: Databricks Integration Example

• System Prompt - Your application’s system prompt. It sets the initial instructions or context for the AI model, defines the behavior, tone, and specific guidelines the AI should follow while interacting. For best practices, refer to the OpenAI documentation on prompt engineering.

• Workspace URL - The base URL of your Databricks workspace. Open your Databricks workspace in the browser and copy the URL.

• Authentication - Supported authentication methods are Personal Access Token and Service Principal using OAuth

  • Personal Access Token - For authentication with PAT, an access token needs to be provided, which can be generated in the Databricks platform.

  • Service Principal using OAuth - For authentication with OAuth, a client ID and client secret need to be provided, which can be generated in the Databricks platform.

• Model - The Databricks model endpoint name. Available models can be found on the Serving page under the Machine Learning section in the Databricks platform sidebar. More information about available models can be found in the Databricks documentation.