Quickstart & Authentication

Name: quickstart
Rating: 87
Author: databricks

Prerequisites

•uv (Python package manager)
•nvm with Node 20 (for frontend)
•Databricks CLI v0.283.0+

Check CLI version:

bash

databricks -v  # Must be v0.283.0 or above
brew upgrade databricks  # If version is too old

Run Quickstart

bash

uv run quickstart

Options:

•--profile NAME: Use specified profile (non-interactive)
•--host URL: Workspace URL for initial setup
•-h, --help: Show help

Examples:

bash

# Interactive (prompts for profile selection)
uv run quickstart

# Non-interactive with existing profile
uv run quickstart --profile DEFAULT

# New workspace setup
uv run quickstart --host https://your-workspace.cloud.databricks.com

What Quickstart Configures

Creates/updates .env with:

•DATABRICKS_CONFIG_PROFILE - Selected CLI profile
•MLFLOW_TRACKING_URI - Set to databricks://<profile-name> for local auth
•MLFLOW_EXPERIMENT_ID - Auto-created experiment ID

Manual Authentication (Fallback)

If quickstart fails:

bash

# Create new profile
databricks auth login --host https://your-workspace.cloud.databricks.com

# Verify
databricks auth profiles

Then manually create .env (copy from .env.example):

bash

# Authentication (choose one method)
DATABRICKS_CONFIG_PROFILE=DEFAULT
# DATABRICKS_HOST=https://<your-workspace-here>.databricks.com
# DATABRICKS_TOKEN=dapi....

# MLflow configuration
MLFLOW_EXPERIMENT_ID=<your-experiment-id>
MLFLOW_TRACKING_URI="databricks://DEFAULT"
MLFLOW_REGISTRY_URI="databricks-uc"

# Frontend proxy settings
CHAT_APP_PORT=3000
CHAT_PROXY_TIMEOUT_SECONDS=300

Next Steps

After quickstart completes:

•Run uv run discover-tools to find available workspace resources (see discover-tools skill)
•Run uv run start-app to test locally (see run-locally skill)