# dltHub

> dltHub is a managed platform for dlt pipelines with a web UI, pipeline runner, and collaboration features.

- [Command Line Interface](/docs/hub/command-line-interface.md): Command line interface (CLI) full reference of dlt
- [License](/docs/hub/license.md): dltHub License governing the use of dltHub Software and toolkits

## Getting started
- [Introduction](/docs/hub/getting-started/introduction.md): Introduction to dltHub
- [dlt and dltHub](/docs/hub/getting-started/oss-and-dlthub.md): A map of the dlt and dltHub ecosystem
- [Installation](/docs/hub/getting-started/installation.md): Install dlt[hub], create a workspace, and license paid features
- [Deploy to the dltHub platform](/docs/hub/getting-started/platform-tutorial.md): Tutorial walking through deployment on the managed dltHub Platform

## Ingestion
- [Initialize a pipeline](/docs/hub/ingestion/init.md): How to initialize and develop a dlt pipeline using CLI, workspace, or verified sources
- [REST API Source with dlthub AI Workbench](/docs/hub/ingestion/rest-api-source.md): Build any REST API source with dltHub AI Workbench toolkits - workflows, skills, rules, and MCP tools
- [Pipeline and dataset troubleshooting](/docs/hub/ingestion/dashboard.md): Troubleshoot pipelines and inspect loaded datasets using the local dltHub dashboard, a marimo-based web app
- [Source: MS SQL replication](/docs/hub/ingestion/ms-sql.md): MS SQL replication
- [Destination: Delta](/docs/hub/ingestion/delta.md): Delta destination
- [Destination: Iceberg](/docs/hub/ingestion/iceberg.md): Iceberg destination
- [Destination: Snowflake+ Iceberg / Open Catalog](/docs/hub/ingestion/snowflake-plus.md): Snowflake destination with Iceberg and Open Catalog

## Transformations
- [Transformations](/docs/hub/transformations.md): Define Python-based or mixed SQL + Python transformations on data that is **already** in your destination.
- [dbt model generator](/docs/hub/transformations/dbt-transformations.md): Generate dbt models automatically
- [Explore and Transform your data with dltHub AI Workbench](/docs/hub/transformations/explore-and-transform.md): Explore loaded pipeline data, build interactive dashboards, and transform data into a Canonical Data Model using dltHub AI Workbench toolkits

## Pipeline operations
- [Profiles](/docs/hub/pipeline-operations/profiles.md): Manage environment-specific configurations and secrets in dltHub Workspace
- [Overview](/docs/hub/pipeline-operations/overview.md): Deploy and run dlt pipelines, transformations and notebooks in the cloud with the dltHub platform
- [Workspace setup](/docs/hub/pipeline-operations/workspace-setup.md): Convert a Python project into a dltHub platform workspace and configure credentials for dev, prod, and access profiles
- [Deployments](/docs/hub/pipeline-operations/deployments.md): Deploy dlt pipelines, jobs, and interactive applications to the dltHub platform with ad-hoc runs or a versioned deployment manifest
- [Triggers and scheduling](/docs/hub/pipeline-operations/triggers.md): Schedule jobs on the dltHub platform with cron, intervals, follow-up chains, freshness constraints, and refresh cascades
- [Job configuration](/docs/hub/pipeline-operations/job-configuration.md): Per-job options on the dltHub platform — execution timeouts, dependency groups, and TOML configuration sections
- [Monitoring and debugging](/docs/hub/pipeline-operations/monitoring.md): Monitor pipeline health, view logs, and diagnose failures on the dltHub platform

## Data quality & governance
- [Data quality](/docs/hub/data-quality.md): Validate your data and control its quality
- [Data quality (advanced)](/docs/hub/data-quality/advanced.md): Validate your data and control its quality

## Data discovery & serving
- [datasets](/docs/hub/data-discovery/datasets.md)

## Platform capabilities
- [Regions and data residency](/docs/hub/platform-capabilities/regions.md): How the dltHub platform splits the control plane from regional data planes, and what that means for where your code, configuration, and workload data are stored.
- [Users and roles](/docs/hub/platform-capabilities/users-and-roles.md): How users, organizations, and workspaces relate on the dltHub platform, and what each role can do.
- [Settings](/docs/hub/platform-capabilities/settings.md): Configure workspaces, organizations, and personal account settings — including members, usage, and API keys — on the dltHub platform.