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1.5 KiB
1.5 KiB
provider-databricks (Databricks Provider)
Test Databricks Foundation Model APIs with promptfoo.
Getting Started
You can run this example with:
npx promptfoo@latest init --example provider-databricks
cd provider-databricks
Prerequisites
- A Databricks workspace with Foundation Model APIs enabled
- A Databricks access token
Environment Variables
This example requires the following environment variables:
DATABRICKS_WORKSPACE_URL- Your Databricks workspace URL (e.g., https://your-workspace.cloud.databricks.com)DATABRICKS_TOKEN- Your Databricks access token
You can set these in a .env file or directly in your environment:
export DATABRICKS_WORKSPACE_URL=https://your-workspace.cloud.databricks.com
export DATABRICKS_TOKEN=your-databricks-token
Running the Example
# Run the evaluation
npx promptfoo@latest eval
# View results in the web UI
npx promptfoo@latest view
What This Example Demonstrates
- Using Databricks pay-per-token endpoints (Foundation Models)
- Basic text generation with Llama 3.3
- Cost tracking with usage context
- Simple assertions and quality checks
Vision Models
For vision capabilities, use the dedicated configuration:
npx promptfoo@latest eval -c promptfooconfig.vision.yaml