Databricks AI Dev Kit provides installer-driven access to Databricks AI Tools skills via the Databricks CLI, including a self-contained Visual Builder App and a core library for Python.
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What it is
Databricks AI Dev Kit is a repository that coordinates installation and usage of Databricks AI Tools skills. It includes an installer, a Visual Builder App, and a Core Library for Python integration.
How it works
The project delegates skill installation to the Databricks CLI (databricks aitools install) and provides scripts to install, update, and uninstall tools and skills. The Visual Builder App can run with a self-contained setup, provisioning Lakebase and related components, or deploy to Databricks Apps. The Core Library exposes a Python API for executing SQL and integrates with LangChain, OpenAI Agents SDK, or other Python frameworks.
Getting started
Install in existing project
bash <(curl -sL https://raw.githubusercontent.com/databricks-solutions/ai-dev-kit/main/install.sh)
Advanced options (examples):
bash <(curl -sL https://raw.githubusercontent.com/databricks-solutions/ai-dev-kit/main/install.sh) --global --force
bash <(curl -sL https://raw.githubusercontent.com/databricks-solutions/ai-dev-kit/main/install.sh) --skills databricks-core,databricks-bundles,databricks-pipelines
Uninstall
bash <(curl -sL https://raw.githubusercontent.com/databricks-solutions/ai-dev-kit/main/install.sh) --uninstall
**Visual Builder App usage**
```bash
cd ai-dev-kit/databricks-builder-app
./scripts/start_local.sh --profile <your-profile>
Core Library usage
from databricks_tools_core.sql import execute_sql
results = execute_sql("SELECT * FROM my_catalog.schema.table LIMIT 10")
Recent releases
- v0.2.0 (2026-07-28): Builder App self-contained; install skills from databricks-
- v0.1.14 (2026-07-21): add --uninstall; Hotfix: update-check hook
- v0.1.13 (2026-07-02): small correctness/security cleanups; Fix SQL timeout
- v0.1.12 (2026-05-19): docs and builder-app fixes
- v0.1.11 (2026-05-08): Windsurf and OpenCode support
Traction
stars_7d: N/A stars_1d: N/A
Behind the repo
The repository is linked to Databricks AI Tools ecosystem and references Databricks CLI and multiple skill sources. It includes a Visual Builder App and MCP gateway capabilities within the builder.
Caveats
- License: none listed
- Created: 2025-12-17
- Last push: 2026-08-03
- Language: Python
- Open issues: 67
- Topics include agents, claude, cursor, databricks, vibecoding
- The README notes that bundled skill files are deprecated and kept for reference only; skills are delivered via Databricks AI Tools installed by the CLI.