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Databricks

Databricks lakehouse. Dex profiles Unity Catalog tables and authors dbt models with DBU-aware cost guards.

Why connect Databricks?

Connecting Databricks means your team stops exporting it by hand and starts working with it directly inside Dex.

What you get
  1. 1Query live data in Databricks without exporting it or standing up a new pipeline
  2. 2Keep dashboards and dbt models in sync with Databricks instead of a stale nightly copy
  3. 3Give teams governed, self-serve access to Databricks under the same RBAC and audit trail as everything else
In your repositoryDex

Agent-native analytics engineering for your dbt project.

  • staging/stg_databricks.sql
  • semantic/databricks_metrics.yml

How it works

Explore, transform, maintain: the Dex loop on Databricks.

  1. 1

    Point Dex at Databricks

    Install Dex in Claude Code by running /plugin marketplace add exmergo/exmergo-agent-plugins and /plugin install dex@exmergo, then run /dex:explore against Databricks. Dex connects with your Databricks credentials directly, so they, and your raw data, never enter the model's context.

    databricks
    • /plugin marketplace add exmergo/exmergo-agent-plugins
    • /plugin install dex@exmergo
    • /dex:explore
  2. 2

    Explore before touching anything

    /dex:explore profiles the schema it finds in Databricks and proposes what to model before writing a single line of dbt.

    databricks
    • /dex:explore
  3. 3

    Author governed dbt models

    /dex:transform writes and maintains the dbt models and tests that turn raw Databricks data into trusted, reusable tables in your project.

    databricks
    • /dex:transform
  4. 4

    Stay inside a cost guard

    Dex enforces a cost guard on every query it runs against Databricks, so exploration never turns into a surprise bill.

  5. 5

    Catch drift automatically

    /dex:maintain flags it when Databricks's schema changes and proposes the fix, instead of letting your dbt project silently drift out of sync.

    databricks
    • /dex:maintain

Other warehouses

Dex brings the same loop and the same guardrails to each of these.

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