# Collate Documentation ## Docs - [Authentication](https://docs.getcollate.io/api-reference/authentication.md): Authenticate API requests to Collate using JWT Bearer tokens obtained from SSO, service accounts, or bot authentication for secure access to metadata endpoints. - [Create an API Collection](https://docs.getcollate.io/api-reference/data-assets/api-collections/create.md): Create a new API collection entity with endpoints, authentication methods, owners, tags, and metadata within an API service using the Collate REST API. - [Delete an API Collection](https://docs.getcollate.io/api-reference/data-assets/api-collections/delete.md): Soft delete or permanently remove an API collection entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [API Collections](https://docs.getcollate.io/api-reference/data-assets/api-collections/index.md): Create, retrieve, update, list, and delete API collection entities with endpoints, authentication, and metadata within an API service using the Collate REST API. - [List API Collections](https://docs.getcollate.io/api-reference/data-assets/api-collections/list.md): List all API collection entities with optional filtering by service, owner, tag, domain, and pagination support for browsing large catalogs via the Collate REST API. - [Retrieve an API Collection](https://docs.getcollate.io/api-reference/data-assets/api-collections/retrieve.md): Retrieve an API collection entity by UUID or fully qualified name with optional field expansion for endpoints, owners, tags, and metadata using the Collate REST API. - [Update an API Collection](https://docs.getcollate.io/api-reference/data-assets/api-collections/update.md): Update API collection properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [API Collection Versions](https://docs.getcollate.io/api-reference/data-assets/api-collections/versions.md): List and retrieve historical versions of an API collection entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create an API Endpoint](https://docs.getcollate.io/api-reference/data-assets/api-endpoints/create.md): Create a new API endpoint entity with HTTP method, parameters, responses, owners, tags, and metadata within an API collection using the Collate REST API. - [Delete an API Endpoint](https://docs.getcollate.io/api-reference/data-assets/api-endpoints/delete.md): Soft delete or permanently remove an API endpoint entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [API Endpoints](https://docs.getcollate.io/api-reference/data-assets/api-endpoints/index.md): Create, retrieve, update, list, and delete API endpoint entities with parameters, responses, and metadata within an API collection using the Collate REST API. - [List API Endpoints](https://docs.getcollate.io/api-reference/data-assets/api-endpoints/list.md): List all API endpoint entities with optional filtering by collection, method, status code, owner, tag, and pagination support via the Collate REST API. - [Retrieve an API Endpoint](https://docs.getcollate.io/api-reference/data-assets/api-endpoints/retrieve.md): Retrieve an API endpoint entity by UUID or fully qualified name with optional field expansion for owners, tags, parameters, and metadata using the Collate REST API. - [Update an API Endpoint](https://docs.getcollate.io/api-reference/data-assets/api-endpoints/update.md): Update API endpoint properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [API Endpoint Versions](https://docs.getcollate.io/api-reference/data-assets/api-endpoints/versions.md): List and retrieve historical versions of an API endpoint entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Chart](https://docs.getcollate.io/api-reference/data-assets/charts/create.md): Create a new chart entity with name, chart type, owners, tags, and custom properties within a dashboard service using the Collate REST API. - [Delete a Chart](https://docs.getcollate.io/api-reference/data-assets/charts/delete.md): Soft delete or permanently remove a chart entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Charts](https://docs.getcollate.io/api-reference/data-assets/charts/index.md): Create, retrieve, update, list, and delete chart entities with visualization types, owners, tags, and lineage within a dashboard service using the Collate REST API. - [List Charts](https://docs.getcollate.io/api-reference/data-assets/charts/list.md): List all chart entities with optional filtering by dashboard service, chart type, owner, tag, domain, and pagination support via the Collate REST API. - [Retrieve a Chart](https://docs.getcollate.io/api-reference/data-assets/charts/retrieve.md): Retrieve a chart entity by UUID or fully qualified name with optional field expansion for owners, tags, domains, and custom properties using the Collate REST API. - [Update a Chart](https://docs.getcollate.io/api-reference/data-assets/charts/update.md): Update chart properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Chart Versions](https://docs.getcollate.io/api-reference/data-assets/charts/versions.md): List and retrieve historical versions of a chart entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Container](https://docs.getcollate.io/api-reference/data-assets/containers/create.md): Create a new container entity with data structure, owners, tags, domains, and custom properties within a storage service using the Collate REST API for object storage. - [Delete a Container](https://docs.getcollate.io/api-reference/data-assets/containers/delete.md): Soft delete or permanently remove a container entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Containers](https://docs.getcollate.io/api-reference/data-assets/containers/index.md): Create, retrieve, update, list, and delete container entities with data structure, owners, tags, and domains within a storage service using the Collate REST API. - [List Containers](https://docs.getcollate.io/api-reference/data-assets/containers/list.md): List all container entities with optional filtering by storage service, data type, owner, tag, domain, and pagination support via the Collate REST API. - [Retrieve a Container](https://docs.getcollate.io/api-reference/data-assets/containers/retrieve.md): Retrieve a container entity by UUID or fully qualified name with optional field expansion for owners, tags, domains, and custom properties using the Collate REST API. - [Update a Container](https://docs.getcollate.io/api-reference/data-assets/containers/update.md): Update container properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Container Versions](https://docs.getcollate.io/api-reference/data-assets/containers/versions.md): List and retrieve historical versions of a container entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Dashboard Service](https://docs.getcollate.io/api-reference/data-assets/dashboard-services/create.md): Create a new dashboard service connection with authentication, configuration, owners, and tags using the Collate REST API for metadata ingestion and discovery. - [Delete a Dashboard Service](https://docs.getcollate.io/api-reference/data-assets/dashboard-services/delete.md): Soft delete or permanently remove a dashboard service connection by UUID or name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Import & Export Dashboard Services](https://docs.getcollate.io/api-reference/data-assets/dashboard-services/import-export.md): Import and export dashboard service connection metadata as CSV files for bulk operations, backup, migration, or external processing using the Collate REST API. - [Dashboard Services](https://docs.getcollate.io/api-reference/data-assets/dashboard-services/index.md): Create, retrieve, update, and delete dashboard service connections with authentication and configuration for metadata ingestion across your data infrastructure using the Collate REST API. - [List Dashboard Services](https://docs.getcollate.io/api-reference/data-assets/dashboard-services/list.md): List all dashboard service connections with optional filtering by service type, owner, status, and pagination support for browsing integrations via the Collate REST API. - [Retrieve a Dashboard Service](https://docs.getcollate.io/api-reference/data-assets/dashboard-services/retrieve.md): Retrieve a dashboard service connection by UUID or fully qualified name with optional field expansion for configuration and metadata using the Collate REST API. - [Update a Dashboard Service](https://docs.getcollate.io/api-reference/data-assets/dashboard-services/update.md): Update dashboard service connection properties using JSON Patch operations to modify configuration, authentication, owners, and tags via the Collate REST API. - [Dashboard Service Versions](https://docs.getcollate.io/api-reference/data-assets/dashboard-services/versions.md): List and retrieve historical versions of a dashboard entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. service - [Create a Dashboard](https://docs.getcollate.io/api-reference/data-assets/dashboards/create.md): Create a new dashboard entity with charts, owners, tags, domains, and metadata within a dashboard service using the Collate REST API for visualization tracking. - [Delete a Dashboard](https://docs.getcollate.io/api-reference/data-assets/dashboards/delete.md): Soft delete or permanently remove a dashboard entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Followers & Votes](https://docs.getcollate.io/api-reference/data-assets/dashboards/followers-votes.md): Add or remove followers and manage upvotes/downvotes for dashboards to track popularity and enable change notifications using the Collate REST API. - [Dashboards](https://docs.getcollate.io/api-reference/data-assets/dashboards/index.md): Create, retrieve, update, list, and delete dashboard entities with charts, owners, tags, and domains within a dashboard service using the Collate REST API. - [List Dashboards](https://docs.getcollate.io/api-reference/data-assets/dashboards/list.md): List all dashboard entities with optional filtering by service, project, owner, tag, domain, and pagination support via the Collate REST API. - [Retrieve a Dashboard](https://docs.getcollate.io/api-reference/data-assets/dashboards/retrieve.md): Retrieve a dashboard entity by UUID or fully qualified name with optional field expansion for owners, tags, domains, and custom properties using the Collate REST API. - [Update a Dashboard](https://docs.getcollate.io/api-reference/data-assets/dashboards/update.md): Update dashboard properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Dashboard Versions](https://docs.getcollate.io/api-reference/data-assets/dashboards/versions.md): List and retrieve historical versions of a dashboard entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Advanced Database Schema Operations](https://docs.getcollate.io/api-reference/data-assets/database-schemas/advanced.md): Add or remove followers, manage upvotes/downvotes, and configure profiler settings for database schemas to track popularity and data quality monitoring via the Collate REST API. - [Create a Database Schema](https://docs.getcollate.io/api-reference/data-assets/database-schemas/create.md): Create a new database schema entity with tables, owners, tags, retention policies, and custom properties within a database using the Collate REST API. - [Delete a Database Schema](https://docs.getcollate.io/api-reference/data-assets/database-schemas/delete.md): Soft delete or permanently remove a database schema entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Import & Export Database Schemas](https://docs.getcollate.io/api-reference/data-assets/database-schemas/import-export.md): Import and export database schema metadata as CSV files for bulk operations, backup, migration, or external processing using the Collate REST API. - [Database Schemas](https://docs.getcollate.io/api-reference/data-assets/database-schemas/index.md): Create, retrieve, update, list, and delete database schema entities with tables, owners, tags, and retention policies within a database using the Collate REST API. - [List Database Schemas](https://docs.getcollate.io/api-reference/data-assets/database-schemas/list.md): List all database schema entities with optional filtering by database, owner, tag, domain, and pagination support via the Collate REST API. - [Retrieve a Database Schema](https://docs.getcollate.io/api-reference/data-assets/database-schemas/retrieve.md): Retrieve a database schema entity by UUID or fully qualified name with optional field expansion for tables, owners, tags, and custom properties using the Collate REST API. - [Update a Database Schema](https://docs.getcollate.io/api-reference/data-assets/database-schemas/update.md): Update database schema properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Database Schema Versions](https://docs.getcollate.io/api-reference/data-assets/database-schemas/versions.md): List and retrieve historical versions of a database schema entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Database Service](https://docs.getcollate.io/api-reference/data-assets/database-services/create.md): Create a new database service connection with authentication, configuration, owners, and tags using the Collate REST API for metadata ingestion and discovery. - [Delete a Database Service](https://docs.getcollate.io/api-reference/data-assets/database-services/delete.md): Soft delete or permanently remove a database service connection by UUID or name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Import & Export Database Services](https://docs.getcollate.io/api-reference/data-assets/database-services/import-export.md): Import and export database service connection metadata as CSV files for bulk operations, backup, migration, or external processing using the Collate REST API. - [Database Services](https://docs.getcollate.io/api-reference/data-assets/database-services/index.md): Create, retrieve, update, and delete database service connections with authentication and configuration for metadata ingestion across your data infrastructure using the Collate REST API. - [List Database Services](https://docs.getcollate.io/api-reference/data-assets/database-services/list.md): List all database service connections with optional filtering by service type, owner, status, and pagination support for browsing integrations via the Collate REST API. - [Retrieve a Database Service](https://docs.getcollate.io/api-reference/data-assets/database-services/retrieve.md): Retrieve a database service connection by UUID or fully qualified name with optional field expansion for configuration and metadata using the Collate REST API. - [Update a Database Service](https://docs.getcollate.io/api-reference/data-assets/database-services/update.md): Update database service connection properties using JSON Patch operations to modify configuration, authentication, owners, and tags via the Collate REST API. - [Database Service Versions](https://docs.getcollate.io/api-reference/data-assets/database-services/versions.md): List and retrieve historical versions of a database service entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Databases](https://docs.getcollate.io/api-reference/data-assets/databases-overview.md): API reference for the database hierarchy — services, databases, schemas, tables, and stored procedures - [Advanced Database Operations](https://docs.getcollate.io/api-reference/data-assets/databases/advanced.md): Add or remove followers, manage upvotes/downvotes, and configure profiler settings for databases to track popularity and data quality monitoring via the Collate REST API. - [Create a Database](https://docs.getcollate.io/api-reference/data-assets/databases/create.md): Create a new database entity with schema, owners, tags, retention settings, and custom properties within a database service using the Collate REST API. - [Delete a Database](https://docs.getcollate.io/api-reference/data-assets/databases/delete.md): Soft delete or permanently remove a database entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Import & Export Databases](https://docs.getcollate.io/api-reference/data-assets/databases/import-export.md): Import and export database metadata as CSV files for bulk operations, backup, migration, or external processing using the Collate REST API. - [Databases](https://docs.getcollate.io/api-reference/data-assets/databases/index.md): Create, retrieve, update, list, and delete database entities with schemas, owners, tags, and retention settings within a database service using the Collate REST API. - [List Databases](https://docs.getcollate.io/api-reference/data-assets/databases/list.md): List all database entities with optional filtering by service, owner, tag, domain, and pagination support via the Collate REST API. - [Retrieve a Database](https://docs.getcollate.io/api-reference/data-assets/databases/retrieve.md): Retrieve a database entity by UUID or fully qualified name with optional field expansion for owners, tags, domains, and custom properties using the Collate REST API. - [Update a Database](https://docs.getcollate.io/api-reference/data-assets/databases/update.md): Update database properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Database Versions](https://docs.getcollate.io/api-reference/data-assets/databases/versions.md): List and retrieve historical versions of a database entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Data Assets](https://docs.getcollate.io/api-reference/data-assets/index.md): REST API endpoints for creating, retrieving, updating, listing, and deleting all types of data assets including tables, dashboards, pipelines, and topics across your metadata catalog. - [Create a Messaging Service](https://docs.getcollate.io/api-reference/data-assets/messaging-services/create.md): Create a new messaging service connection with authentication, configuration, owners, and tags using the Collate REST API for metadata ingestion and discovery. - [Delete a Messaging Service](https://docs.getcollate.io/api-reference/data-assets/messaging-services/delete.md): Soft delete or permanently remove a messaging service connection by UUID or name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Import & Export Messaging Services](https://docs.getcollate.io/api-reference/data-assets/messaging-services/import-export.md): Import and export messaging service connection metadata as CSV files for bulk operations, backup, migration, or external processing using the Collate REST API. - [Messaging Services](https://docs.getcollate.io/api-reference/data-assets/messaging-services/index.md): Create, retrieve, update, and delete messaging service connections with authentication and configuration for metadata ingestion across your data infrastructure using the Collate REST API. - [List Messaging Services](https://docs.getcollate.io/api-reference/data-assets/messaging-services/list.md): List all messaging service connections with optional filtering by service type, owner, status, and pagination support for browsing integrations via the Collate REST API. - [Retrieve a Messaging Service](https://docs.getcollate.io/api-reference/data-assets/messaging-services/retrieve.md): Retrieve a messaging service connection by UUID or fully qualified name with optional field expansion for configuration and metadata using the Collate REST API. - [Update a Messaging Service](https://docs.getcollate.io/api-reference/data-assets/messaging-services/update.md): Update messaging service connection properties using JSON Patch operations to modify configuration, authentication, owners, and tags via the Collate REST API. - [Messaging Service Versions](https://docs.getcollate.io/api-reference/data-assets/messaging-services/versions.md): List and retrieve historical versions of a messaging service connection to track changes over time including configuration modifications and metadata updates via the Collate REST API. - [Create an ML Model Service](https://docs.getcollate.io/api-reference/data-assets/mlmodel-services/create.md): Create a new ML model service connection with authentication, endpoint configuration, owners, and tags using the Collate REST API for model registry integration. - [Delete an ML Model Service](https://docs.getcollate.io/api-reference/data-assets/mlmodel-services/delete.md): Soft delete or permanently remove an ML model service connection by UUID or name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [ML Model Services](https://docs.getcollate.io/api-reference/data-assets/mlmodel-services/index.md): Create, retrieve, update, and delete ML model service connections with authentication and configuration for model registry integration and metadata discovery using the Collate REST API. - [List ML Model Services](https://docs.getcollate.io/api-reference/data-assets/mlmodel-services/list.md): List all ML model service connections with optional filtering by service type, owner, status, and pagination support for browsing integrations via the Collate REST API. - [Retrieve an ML Model Service](https://docs.getcollate.io/api-reference/data-assets/mlmodel-services/retrieve.md): Retrieve an ML model service connection by UUID or fully qualified name with optional field expansion for configuration and metadata using the Collate REST API. - [Update an ML Model Service](https://docs.getcollate.io/api-reference/data-assets/mlmodel-services/update.md): Update ML model service connection properties using JSON Patch operations to modify configuration, authentication, owners, and tags via the Collate REST API. - [ML Model Service Versions](https://docs.getcollate.io/api-reference/data-assets/mlmodel-services/versions.md): List and retrieve historical versions of an ML model entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. service - [Create an ML Model](https://docs.getcollate.io/api-reference/data-assets/mlmodels/create.md): Create a new machine learning model entity with algorithm, features, owners, tags, and version metadata within an ML model service using the Collate REST API. - [Delete an ML Model](https://docs.getcollate.io/api-reference/data-assets/mlmodels/delete.md): Soft delete or permanently remove an ML model entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Followers & Votes](https://docs.getcollate.io/api-reference/data-assets/mlmodels/followers-votes.md): Add or remove followers and manage upvotes/downvotes for ML models to track popularity and enable change notifications using the Collate REST API. - [ML Models](https://docs.getcollate.io/api-reference/data-assets/mlmodels/index.md): Create, retrieve, update, list, and delete ML model entities with algorithms, features, owners, and tags within an ML model service using the Collate REST API. - [List ML Models](https://docs.getcollate.io/api-reference/data-assets/mlmodels/list.md): List all machine learning model entities with optional filtering by service, algorithm, owner, tag, domain, and pagination support via the Collate REST API. - [Retrieve an ML Model](https://docs.getcollate.io/api-reference/data-assets/mlmodels/retrieve.md): Retrieve a machine learning model entity by UUID or fully qualified name with optional field expansion for owners, tags, features, and metadata using the Collate REST API. - [Update an ML Model](https://docs.getcollate.io/api-reference/data-assets/mlmodels/update.md): Update ML model properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [ML Model Versions](https://docs.getcollate.io/api-reference/data-assets/mlmodels/versions.md): List and retrieve historical versions of an ML model entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Pipeline Service](https://docs.getcollate.io/api-reference/data-assets/pipeline-services/create.md): Create a new pipeline service connection with authentication, configuration, owners, and tags using the Collate REST API for metadata ingestion and discovery. - [Delete a Pipeline Service](https://docs.getcollate.io/api-reference/data-assets/pipeline-services/delete.md): Soft delete or permanently remove a pipeline service connection by UUID or name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Import & Export Pipeline Services](https://docs.getcollate.io/api-reference/data-assets/pipeline-services/import-export.md): Import and export pipeline service connection metadata as CSV files for bulk operations, backup, migration, or external processing using the Collate REST API. - [Pipeline Services](https://docs.getcollate.io/api-reference/data-assets/pipeline-services/index.md): Create, retrieve, update, and delete pipeline service connections with authentication and configuration for metadata ingestion across your data infrastructure using the Collate REST API. - [List Pipeline Services](https://docs.getcollate.io/api-reference/data-assets/pipeline-services/list.md): List all pipeline service connections with optional filtering by service type, owner, status, and pagination support for browsing integrations via the Collate REST API. - [Retrieve a Pipeline Service](https://docs.getcollate.io/api-reference/data-assets/pipeline-services/retrieve.md): Retrieve a pipeline service connection by UUID or fully qualified name with optional field expansion for configuration and metadata using the Collate REST API. - [Update a Pipeline Service](https://docs.getcollate.io/api-reference/data-assets/pipeline-services/update.md): Update pipeline service connection properties using JSON Patch operations to modify configuration, authentication, owners, and tags via the Collate REST API. - [Pipeline Service Versions](https://docs.getcollate.io/api-reference/data-assets/pipeline-services/versions.md): List and retrieve historical versions of a pipeline entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. service - [Create a Pipeline](https://docs.getcollate.io/api-reference/data-assets/pipelines/create.md): Create a new pipeline entity with tasks, schedules, owners, tags, and lineage information within a pipeline service using the Collate REST API for orchestration tracking. - [Delete a Pipeline](https://docs.getcollate.io/api-reference/data-assets/pipelines/delete.md): Soft delete or permanently remove a pipeline entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Followers & Votes](https://docs.getcollate.io/api-reference/data-assets/pipelines/followers-votes.md): Add or remove followers and manage upvotes/downvotes for pipelines to track popularity and enable change notifications using the Collate REST API. - [Pipelines](https://docs.getcollate.io/api-reference/data-assets/pipelines/index.md): Create, retrieve, update, list, and delete pipeline entities with tasks, schedules, owners, tags, and lineage within a pipeline service using the Collate REST API. - [List Pipelines](https://docs.getcollate.io/api-reference/data-assets/pipelines/list.md): List all pipeline entities with optional filtering by service, schedule type, owner, tag, domain, and pagination support via the Collate REST API. - [Retrieve a Pipeline](https://docs.getcollate.io/api-reference/data-assets/pipelines/retrieve.md): Retrieve a pipeline entity by UUID or fully qualified name with optional field expansion for owners, tags, tasks, and lineage using the Collate REST API. - [Update a Pipeline](https://docs.getcollate.io/api-reference/data-assets/pipelines/update.md): Update pipeline properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Pipeline Versions](https://docs.getcollate.io/api-reference/data-assets/pipelines/versions.md): List and retrieve historical versions of a pipeline entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Search Index](https://docs.getcollate.io/api-reference/data-assets/search-indexes/create.md): Create a new search index entity with fields, mappings, owners, tags, and configuration within a search service using the Collate REST API for search infrastructure. - [Delete a Search Index](https://docs.getcollate.io/api-reference/data-assets/search-indexes/delete.md): Soft delete or permanently remove a search index entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Followers & Votes](https://docs.getcollate.io/api-reference/data-assets/search-indexes/followers-votes.md): Add or remove followers and manage upvotes/downvotes for search indexes to track popularity and enable change notifications using the Collate REST API. - [Search Indexes](https://docs.getcollate.io/api-reference/data-assets/search-indexes/index.md): Create, retrieve, update, list, and delete search index entities with fields, mappings, owners, and tags within a search service using the Collate REST API. - [List Search Indexes](https://docs.getcollate.io/api-reference/data-assets/search-indexes/list.md): List all search index entities with optional filtering by service, owner, tag, domain, and pagination support via the Collate REST API. - [Retrieve a Search Index](https://docs.getcollate.io/api-reference/data-assets/search-indexes/retrieve.md): Retrieve a search index entity by UUID or fully qualified name with optional field expansion for owners, tags, fields, and configuration using the Collate REST API. - [Update a Search Index](https://docs.getcollate.io/api-reference/data-assets/search-indexes/update.md): Update search index properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Search Index Versions](https://docs.getcollate.io/api-reference/data-assets/search-indexes/versions.md): List and retrieve historical versions of a search index entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Storage Service](https://docs.getcollate.io/api-reference/data-assets/storage-services/create.md): Create a new storage service connection with authentication, configuration, owners, and tags using the Collate REST API for metadata ingestion and discovery. - [Delete a Storage Service](https://docs.getcollate.io/api-reference/data-assets/storage-services/delete.md): Soft delete or permanently remove a storage service connection by UUID or name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Storage Services](https://docs.getcollate.io/api-reference/data-assets/storage-services/index.md): Create, retrieve, update, and delete storage service connections with authentication and configuration for metadata ingestion across your data infrastructure using the Collate REST API. - [List Storage Services](https://docs.getcollate.io/api-reference/data-assets/storage-services/list.md): List all storage service connections with optional filtering by service type, owner, status, and pagination support for browsing integrations via the Collate REST API. - [Retrieve a Storage Service](https://docs.getcollate.io/api-reference/data-assets/storage-services/retrieve.md): Retrieve a storage service connection by UUID or fully qualified name with optional field expansion for configuration and metadata using the Collate REST API. - [Update a Storage Service](https://docs.getcollate.io/api-reference/data-assets/storage-services/update.md): Update storage service connection properties using JSON Patch operations to modify configuration, authentication, owners, and tags via the Collate REST API. - [Storage Service Versions](https://docs.getcollate.io/api-reference/data-assets/storage-services/versions.md): List and retrieve historical versions of a storage service - [Create a Stored Procedure](https://docs.getcollate.io/api-reference/data-assets/stored-procedures/create.md): Create a new stored procedure within a database schema - [Delete a Stored Procedure](https://docs.getcollate.io/api-reference/data-assets/stored-procedures/delete.md): Delete a stored procedure by ID or name, with soft/hard delete options - [Followers & Votes](https://docs.getcollate.io/api-reference/data-assets/stored-procedures/followers-votes.md): Add or remove followers and manage upvotes/downvotes for stored procedures to track popularity and enable change notifications using the Collate REST API. - [Stored Procedures](https://docs.getcollate.io/api-reference/data-assets/stored-procedures/index.md): Create and manage stored procedures within a database schema - [List Stored Procedures](https://docs.getcollate.io/api-reference/data-assets/stored-procedures/list.md): List all stored procedures with optional filtering and pagination - [Retrieve a Stored Procedure](https://docs.getcollate.io/api-reference/data-assets/stored-procedures/retrieve.md): Get a stored procedure by ID or fully qualified name - [Update a Stored Procedure](https://docs.getcollate.io/api-reference/data-assets/stored-procedures/update.md): Update stored procedure properties using JSON Patch - [Stored Procedure Versions](https://docs.getcollate.io/api-reference/data-assets/stored-procedures/versions.md): List and retrieve historical versions of a stored procedure - [Create a Table](https://docs.getcollate.io/api-reference/data-assets/tables/create.md): Create a new table entity with columns, constraints, owners, tags, domains, and custom properties within a database schema using the Collate REST API. - [Custom Metrics](https://docs.getcollate.io/api-reference/data-assets/tables/custom-metrics.md): Add and delete custom metrics for tables to track business KPIs, data quality measures, and usage statistics beyond standard metadata using the Collate REST API. - [Delete a Table](https://docs.getcollate.io/api-reference/data-assets/tables/delete.md): Soft delete or permanently remove a table entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Followers & Votes](https://docs.getcollate.io/api-reference/data-assets/tables/followers-votes.md): Add or remove followers and manage upvotes/downvotes for tables to track popularity and enable change notifications using the Collate REST API. - [Import & Export Tables](https://docs.getcollate.io/api-reference/data-assets/tables/import-export.md): Import and export table metadata as CSV files for bulk operations, backup, migration, or external processing using the Collate REST API. - [Tables](https://docs.getcollate.io/api-reference/data-assets/tables/index.md): Create and manage table entities within a database schema - [List Tables](https://docs.getcollate.io/api-reference/data-assets/tables/list.md): List all tables with optional filtering and pagination - [Pipeline Observability](https://docs.getcollate.io/api-reference/data-assets/tables/observability.md): Get and set pipeline observability data for tables - [Table Profiler](https://docs.getcollate.io/api-reference/data-assets/tables/profiler.md): Manage profiler configuration and retrieve profile data for tables - [Table Relationships](https://docs.getcollate.io/api-reference/data-assets/tables/relationships.md): Manage joins, data models, columns, and entity relationships for tables - [Retrieve a Table](https://docs.getcollate.io/api-reference/data-assets/tables/retrieve.md): Retrieve a table entity by UUID or fully qualified name with optional field expansion for owners, tags, domains, columns, and custom properties using the Collate REST API. - [Table Sample Data](https://docs.getcollate.io/api-reference/data-assets/tables/sample-data.md): Retrieve, upload, or delete sample data rows for a table to provide data previews and examples for discovery and understanding using the Collate REST API. - [Update a Table](https://docs.getcollate.io/api-reference/data-assets/tables/update.md): Update table properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Table Versions](https://docs.getcollate.io/api-reference/data-assets/tables/versions.md): List and retrieve historical versions of a table entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Topic](https://docs.getcollate.io/api-reference/data-assets/topics/create.md): Create a new topic entity with schema, partitions, owners, tags, and message configuration within a messaging service using the Collate REST API for event streaming. - [Delete a Topic](https://docs.getcollate.io/api-reference/data-assets/topics/delete.md): Soft delete or permanently remove a topic entity by UUID or fully qualified name, controlling cascade behavior and maintaining audit trails via the Collate REST API. - [Followers & Votes](https://docs.getcollate.io/api-reference/data-assets/topics/followers-votes.md): Add or remove followers and manage upvotes/downvotes for topics to track popularity and enable change notifications using the Collate REST API. - [Topics](https://docs.getcollate.io/api-reference/data-assets/topics/index.md): Create and manage topics within a messaging service - [List Topics](https://docs.getcollate.io/api-reference/data-assets/topics/list.md): List all topics with optional filtering and pagination - [Retrieve a Topic](https://docs.getcollate.io/api-reference/data-assets/topics/retrieve.md): Retrieve a topic entity by UUID or fully qualified name with optional field expansion for owners, tags, schema, and custom properties using the Collate REST API. - [Update a Topic](https://docs.getcollate.io/api-reference/data-assets/topics/update.md): Update topic properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Topic Versions](https://docs.getcollate.io/api-reference/data-assets/topics/versions.md): List and retrieve historical versions of a topic entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Data Contract](https://docs.getcollate.io/api-reference/data-contracts/create.md): Create a new data contract defining quality expectations, SLAs, schema requirements, and ownership agreements for a data asset using the Collate REST API. - [Delete a Data Contract](https://docs.getcollate.io/api-reference/data-contracts/delete.md): Soft delete or restore a data contract to deactivate quality agreements without losing historical records, maintaining audit trails using the Collate REST API. - [Data Contracts](https://docs.getcollate.io/api-reference/data-contracts/index.md): Define schema, quality, and governance guarantees for data assets - [List Data Contracts](https://docs.getcollate.io/api-reference/data-contracts/list.md): List and filter data contracts with query parameters for ownership, status, entity type, and date ranges to manage data quality agreements using the Collate REST API. - [Import & Export](https://docs.getcollate.io/api-reference/data-contracts/odcs.md): Import and export data contracts using the Open Data Contract Standard (ODCS) v3.1.0 format - [Retrieve a Data Contract](https://docs.getcollate.io/api-reference/data-contracts/retrieve.md): Get a data contract by ID, fully qualified name, or entity reference - [Update a Data Contract](https://docs.getcollate.io/api-reference/data-contracts/update.md): Update data contract properties using JSON Patch operations to modify quality rules, SLAs, schema definitions, and ownership agreements via the Collate REST API. - [Validate & Results](https://docs.getcollate.io/api-reference/data-contracts/validate.md): Validate data contracts and manage execution results - [Data Contract Versions](https://docs.getcollate.io/api-reference/data-contracts/versions.md): Track version history of data contract changes over time including rule modifications, SLA adjustments, and ownership updates to maintain audit trails via the Collate REST API. - [Data Quality](https://docs.getcollate.io/api-reference/data-quality/index.md): APIs for managing data quality test definitions, test suites, and test cases - [Create a Test Case](https://docs.getcollate.io/api-reference/data-quality/test-cases/create.md): Create a new test case instance applied to a specific table or column - [Delete a Test Case](https://docs.getcollate.io/api-reference/data-quality/test-cases/delete.md): Delete a test case by ID or name, with soft/hard delete options - [Test Cases](https://docs.getcollate.io/api-reference/data-quality/test-cases/index.md): Create and manage data quality test case instances applied to specific tables and columns - [List Test Cases](https://docs.getcollate.io/api-reference/data-quality/test-cases/list.md): List all test cases with optional filtering and pagination - [Test Case Results](https://docs.getcollate.io/api-reference/data-quality/test-cases/results.md): Retrieve historical test case execution results and submit new test run outcomes with pass/fail status and metrics for data quality monitoring using the Collate REST API. - [Retrieve a Test Case](https://docs.getcollate.io/api-reference/data-quality/test-cases/retrieve.md): Retrieve a test case by UUID or fully qualified name with optional field expansion for execution history and configuration using the Collate REST API. - [Update a Test Case](https://docs.getcollate.io/api-reference/data-quality/test-cases/update.md): Update test case properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, and configuration via the Collate REST API. - [Test Case Versions](https://docs.getcollate.io/api-reference/data-quality/test-cases/versions.md): List and retrieve historical versions of a test case - [Create a Test Definition](https://docs.getcollate.io/api-reference/data-quality/test-definitions/create.md): Create a custom test definition for data quality validation - [Test Definitions](https://docs.getcollate.io/api-reference/data-quality/test-definitions/index.md): Define reusable data quality validation rules for tables and columns - [List Test Definitions](https://docs.getcollate.io/api-reference/data-quality/test-definitions/list.md): List all test definitions with optional filtering and pagination - [Retrieve a Test Definition](https://docs.getcollate.io/api-reference/data-quality/test-definitions/retrieve.md): Retrieve a test definition by UUID or name to access predefined data quality test types and their parameter specifications using the Collate REST API. - [Create a Test Suite](https://docs.getcollate.io/api-reference/data-quality/test-suites/create.md): Create executable or logical test suite entities to group related data quality test cases for organized quality monitoring and testing workflows using the Collate REST API. - [Delete a Test Suite](https://docs.getcollate.io/api-reference/data-quality/test-suites/delete.md): Delete a test suite by ID or name, with soft/hard delete options - [Test Suites](https://docs.getcollate.io/api-reference/data-quality/test-suites/index.md): Organize test cases into executable or logical groupings - [List Test Suites](https://docs.getcollate.io/api-reference/data-quality/test-suites/list.md): List all test suites with optional filtering and pagination - [Retrieve a Test Suite](https://docs.getcollate.io/api-reference/data-quality/test-suites/retrieve.md): Retrieve a test suite by UUID or fully qualified name with optional field expansion for test cases, execution history, and configuration using the Collate REST API. - [Update a Test Suite](https://docs.getcollate.io/api-reference/data-quality/test-suites/update.md): Update test suite properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, and test configuration via the Collate REST API. - [Test Suite Versions](https://docs.getcollate.io/api-reference/data-quality/test-suites/versions.md): List and retrieve historical versions of a test suite - [Field Query](https://docs.getcollate.io/api-reference/discovery/field-query.md): Search and filter entities by specific field values using advanced query syntax to find tables, dashboards, pipelines, and other assets matching exact criteria via the Collate REST API. - [Discovery](https://docs.getcollate.io/api-reference/discovery/index.md): Search and discover data assets across your metadata catalog - [Search Entities](https://docs.getcollate.io/api-reference/discovery/search.md): Full-text search across all entity types in the metadata catalog - [Errors](https://docs.getcollate.io/api-reference/errors.md): Learn about Collate REST API error codes, response formats, common error scenarios, and troubleshooting strategies for authentication, validation, and request failures. - [Getting Started](https://docs.getcollate.io/api-reference/getting-started.md): Set up your environment and make your first API call in minutes - [Create a Classification](https://docs.getcollate.io/api-reference/governance/classifications/create.md): Create a classification system for organizing tags with mutually exclusive or multi-select behavior to categorize data assets for governance using the Collate REST API. - [Delete a Classification](https://docs.getcollate.io/api-reference/governance/classifications/delete.md): Delete a classification by ID or name, with soft/hard delete options - [Classifications](https://docs.getcollate.io/api-reference/governance/classifications/index.md): Create and manage classifications for organizing tags - [List Classifications](https://docs.getcollate.io/api-reference/governance/classifications/list.md): List all classifications with optional filtering and pagination - [Retrieve a Classification](https://docs.getcollate.io/api-reference/governance/classifications/retrieve.md): Get a classification by ID or fully qualified name - [Update a Classification](https://docs.getcollate.io/api-reference/governance/classifications/update.md): Update classification properties using JSON Patch operations to modify display name, description, mutually exclusive settings, and domains via the Collate REST API. - [Classification Versions](https://docs.getcollate.io/api-reference/governance/classifications/versions.md): List and retrieve historical versions of a classification - [Create a Data Product](https://docs.getcollate.io/api-reference/governance/data-products/create.md): Create a new data product within a domain to represent a business-aligned collection of data assets with owners, experts, and governance policies using the Collate REST API. - [Delete a Data Product](https://docs.getcollate.io/api-reference/governance/data-products/delete.md): Delete a data product by ID or name, with soft/hard delete options - [Data Products](https://docs.getcollate.io/api-reference/governance/data-products/index.md): Create, retrieve, update, and delete data products within domains to organize and govern data assets as business-aligned products using the Collate REST API. - [List Data Products](https://docs.getcollate.io/api-reference/governance/data-products/list.md): List all data products with optional filtering and pagination - [Ports & Assets](https://docs.getcollate.io/api-reference/governance/data-products/ports-assets.md): Manage input ports, output ports, and assets for a data product - [Retrieve a Data Product](https://docs.getcollate.io/api-reference/governance/data-products/retrieve.md): Retrieve a data product by UUID or fully qualified name with optional field expansion for assets, owners, experts, and governance metadata using the Collate REST API. - [Update a Data Product](https://docs.getcollate.io/api-reference/governance/data-products/update.md): Update data product properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, assets, and policies via the Collate REST API. - [Data Product Versions](https://docs.getcollate.io/api-reference/governance/data-products/versions.md): List and retrieve historical versions of a data product - [Create a Domain](https://docs.getcollate.io/api-reference/governance/domains/create.md): Create a new domain for organizing data assets by business area - [Delete a Domain](https://docs.getcollate.io/api-reference/governance/domains/delete.md): Delete a domain by ID or name, with soft/hard delete options - [Domains](https://docs.getcollate.io/api-reference/governance/domains/index.md): Create and manage domains for organizing data assets by business areas - [List Domains](https://docs.getcollate.io/api-reference/governance/domains/list.md): List all domains with optional filtering and pagination - [Retrieve a Domain](https://docs.getcollate.io/api-reference/governance/domains/retrieve.md): Retrieve a domain by UUID or fully qualified name with optional field expansion for data products, owners, and related entities using the Collate REST API. - [Update a Domain](https://docs.getcollate.io/api-reference/governance/domains/update.md): Update domain properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, experts, and custom properties via the Collate REST API. - [Domain Versions](https://docs.getcollate.io/api-reference/governance/domains/versions.md): List and retrieve historical versions of a domain entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Create a Glossary](https://docs.getcollate.io/api-reference/governance/glossaries/create.md): Create a new glossary entity to organize business terminology, definitions, and hierarchical term relationships for consistent data understanding using the Collate REST API. - [Delete a Glossary](https://docs.getcollate.io/api-reference/governance/glossaries/delete.md): Delete a glossary by ID or name, with soft/hard delete options - [Glossaries](https://docs.getcollate.io/api-reference/governance/glossaries/index.md): Create and manage glossaries for business terminology - [List Glossaries](https://docs.getcollate.io/api-reference/governance/glossaries/list.md): List all glossaries with optional filtering and pagination - [Retrieve a Glossary](https://docs.getcollate.io/api-reference/governance/glossaries/retrieve.md): Retrieve a glossary by UUID or fully qualified name with optional field expansion for terms, ownership, and related metadata using the Collate REST API. - [Update a Glossary](https://docs.getcollate.io/api-reference/governance/glossaries/update.md): Update glossary properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, owners, tags, and custom properties via the Collate REST API. - [Glossary Versions](https://docs.getcollate.io/api-reference/governance/glossaries/versions.md): List and retrieve historical versions of a glossary - [Create a Glossary Term](https://docs.getcollate.io/api-reference/governance/glossary-terms/create.md): Create a new glossary term with definition, synonyms, related terms, references, and governance metadata within a glossary hierarchy using the Collate REST API. - [Delete a Glossary Term](https://docs.getcollate.io/api-reference/governance/glossary-terms/delete.md): Delete a glossary term by ID or name, with soft/hard delete options - [Glossary Terms](https://docs.getcollate.io/api-reference/governance/glossary-terms/index.md): Create and manage glossary terms within glossaries - [List Glossary Terms](https://docs.getcollate.io/api-reference/governance/glossary-terms/list.md): List all glossary terms with optional filtering and pagination - [Retrieve a Glossary Term](https://docs.getcollate.io/api-reference/governance/glossary-terms/retrieve.md): Retrieve a glossary term by UUID or fully qualified name with optional field expansion for relationships, tags, and governance metadata using the Collate REST API. - [Update a Glossary Term](https://docs.getcollate.io/api-reference/governance/glossary-terms/update.md): Update glossary term properties using JSON Patch operations (add, remove, replace) to modify definition, synonyms, relationships, and metadata via the Collate REST API. - [Glossary Term Versions](https://docs.getcollate.io/api-reference/governance/glossary-terms/versions.md): List and retrieve historical versions of a glossary term - [Governance](https://docs.getcollate.io/api-reference/governance/index.md): APIs for data governance — domains, data products, glossaries, classifications, and tags - [Create a Tag](https://docs.getcollate.io/api-reference/governance/tags/create.md): Create a new tag within a classification hierarchy with display name, description, parent relationships, and styling for data asset categorization using the Collate REST API. - [Delete a Tag](https://docs.getcollate.io/api-reference/governance/tags/delete.md): Delete a tag by ID or name, with soft/hard delete options - [Tags](https://docs.getcollate.io/api-reference/governance/tags/index.md): Create, retrieve, update, and delete tags within classification hierarchies to categorize and classify data assets for governance and discovery using the Collate REST API. - [List Tags](https://docs.getcollate.io/api-reference/governance/tags/list.md): List all tags with optional filtering and pagination - [Retrieve a Tag](https://docs.getcollate.io/api-reference/governance/tags/retrieve.md): Retrieve a tag by UUID or fully qualified name with optional field expansion for related entities and metadata using the Collate REST API. - [Update a Tag](https://docs.getcollate.io/api-reference/governance/tags/update.md): Update tag properties using JSON Patch operations (add, remove, replace) to modify metadata fields like description, style, and parent relationships via the Collate REST API. - [Tag Versions](https://docs.getcollate.io/api-reference/governance/tags/versions.md): List and retrieve historical versions of a tag entity to track changes over time including field modifications, metadata updates, and change authors via the Collate REST API. - [Collate SDKs & APIs](https://docs.getcollate.io/api-reference/index.md): Programmatic access to your Collate data catalog through REST APIs and native SDKs - [Add Lineage](https://docs.getcollate.io/api-reference/lineage/add.md): Add a lineage edge between two entities to represent data flow, transformation dependencies, or upstream/downstream relationships using the Collate REST API for impact analysis. - [Delete Lineage](https://docs.getcollate.io/api-reference/lineage/delete.md): Remove a lineage edge between two entities to delete a data flow relationship while preserving entity metadata using the Collate REST API for lineage graph maintenance. - [Export Lineage](https://docs.getcollate.io/api-reference/lineage/export.md): Export the complete upstream and downstream lineage graph for an entity as CSV including all connected entities and relationships for external analysis or visualization. - [Get Lineage](https://docs.getcollate.io/api-reference/lineage/get.md): Retrieve the lineage graph for an entity by ID or fully qualified name - [Lineage](https://docs.getcollate.io/api-reference/lineage/index.md): Query, create, delete, and export data lineage between entities - [Pagination](https://docs.getcollate.io/api-reference/pagination.md): Navigate through large result sets using cursor-based pagination - [Teams & Users](https://docs.getcollate.io/api-reference/teams-and-users/index.md): REST API endpoints for creating, retrieving, updating, and deleting users and teams with roles, permissions, and organizational hierarchy for access control and collaboration. - [Create a Team](https://docs.getcollate.io/api-reference/teams-and-users/teams/create.md): Create a new team for organizing users and controlling access - [Delete a Team](https://docs.getcollate.io/api-reference/teams-and-users/teams/delete.md): Delete a team by ID, with soft/hard delete options - [Teams](https://docs.getcollate.io/api-reference/teams-and-users/teams/index.md): Create and manage teams for organizing users and controlling access - [List Teams](https://docs.getcollate.io/api-reference/teams-and-users/teams/list.md): List all teams with optional filtering and pagination - [Retrieve a Team](https://docs.getcollate.io/api-reference/teams-and-users/teams/retrieve.md): Retrieve a team entity by UUID or fully qualified name with optional field expansion for users, roles, policies, and parent/child team relationships using the Collate REST API. - [Update a Team](https://docs.getcollate.io/api-reference/teams-and-users/teams/update.md): Update team properties using JSON Patch operations to modify team type, users, roles, policies, domains, and organizational hierarchy via the Collate REST API. - [Team Versions](https://docs.getcollate.io/api-reference/teams-and-users/teams/versions.md): List and retrieve historical versions of a team entity to track changes in membership, roles, policies, and organizational structure over time via the Collate REST API. - [Create a User](https://docs.getcollate.io/api-reference/teams-and-users/users/create.md): Create a new user in your organization - [Delete a User](https://docs.getcollate.io/api-reference/teams-and-users/users/delete.md): Delete a user by ID or name, with soft/hard delete options - [Users](https://docs.getcollate.io/api-reference/teams-and-users/users/index.md): Create and manage users in your organization - [List Users](https://docs.getcollate.io/api-reference/teams-and-users/users/list.md): List all users with optional filtering and pagination - [Retrieve a User](https://docs.getcollate.io/api-reference/teams-and-users/users/retrieve.md): Get a user by ID or fully qualified name - [Update a User](https://docs.getcollate.io/api-reference/teams-and-users/users/update.md): Update user properties using JSON Patch - [User Versions](https://docs.getcollate.io/api-reference/teams-and-users/users/versions.md): List and retrieve historical versions of a user - [Create and Manage AI Agents with Collate AI Studio](https://docs.getcollate.io/collate-ai/ai-studio.md) - [AskCollate | Natural Language Data Assistant](https://docs.getcollate.io/collate-ai/ask-collate.md): Discover assets, generate SQL, explore lineage, and create data quality tests using natural language in Collate. - [Streamlining Metadata with Collate AI and Autopilot Integration](https://docs.getcollate.io/collate-ai/collate-ai-autopilot-workflows.md) - [Automate Metadata Descriptions with Collate AI Documentation Agent](https://docs.getcollate.io/collate-ai/documentation-agent.md) - [How to Use Collate AI](https://docs.getcollate.io/collate-ai/how-to-use-collate-ai.md) - [Collate AI](https://docs.getcollate.io/collate-ai/index.md) - [Getting Started with Claude Desktop](https://docs.getcollate.io/collate-ai/mcp/claude.md): Set up MCP Server to connect Claude Desktop with OAuth or PAT-based authentication for AI-powered access to your data. - [Getting Started with Claude Code](https://docs.getcollate.io/collate-ai/mcp/claude-code.md): Connect your Collate MCP Server to Claude Code (CLI) for AI-powered metadata exploration from the terminal. - [Collate MCP Server Connection Guide](https://docs.getcollate.io/collate-ai/mcp/connect.md) - [Getting Started with Cursor](https://docs.getcollate.io/collate-ai/mcp/cursor.md): Connect your Collate MCP Server to Cursor IDE with OAuth or PAT-based authentication for AI-powered metadata exploration. - [Getting Started with Goose Desktop](https://docs.getcollate.io/collate-ai/mcp/goose.md): Learn how to connect Goose Desktop with MCP Server, create tokens, and enable secure AI-powered access to your data platform. - [Data Discovery](https://docs.getcollate.io/collate-ai/mcp/index.md) - [OAuth 2.0 Authentication for MCP Server](https://docs.getcollate.io/collate-ai/mcp/oauth.md): Connect to Collate's MCP Server using OAuth 2.0 with your existing SSO provider. No Personal Access Tokens required. - [Collate MCP Tools Reference](https://docs.getcollate.io/collate-ai/mcp/reference.md) - [Getting Started with VS Code](https://docs.getcollate.io/collate-ai/mcp/vscode.md): Connect your Collate MCP Server to Visual Studio Code for AI-powered metadata exploration. - [Microsoft Teams Integration Setup Guide](https://docs.getcollate.io/collate-ai/microsoft-teams.md): Set up the Microsoft Teams bot integration with Collate, including Azure Bot registration, credentials, and Teams app setup. - [Enhance Data Quality with Collate AI Quality Agent](https://docs.getcollate.io/collate-ai/quality-agent.md) - [Slack Integration with Collate for Data Collaboration](https://docs.getcollate.io/collate-ai/slack.md): Integrate Collate with Slack to enable real-time data collaboration, search assets, receive notifications, and share metadata insights directly in Slack. - [Classify Business-Critical Data with Collate AI Tier Agent](https://docs.getcollate.io/collate-ai/tier-agent.md) - [API Services | Collate Connector Integration Guide](https://docs.getcollate.io/connectors/api/index.md): Discover Collate API connectors to seamlessly integrate your data sources. Complete documentation, setup guides, and examples for all supported APIs. - [REST API Hybrid Runner | Collate Integration Documentation](https://docs.getcollate.io/connectors/api/rest/hybrid-runner.md): Connect REST APIs to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [REST API Connector | Collate Integration Documentation](https://docs.getcollate.io/connectors/api/rest/index.md): Learn how to integrate REST APIs with Collate connectors. Complete documentation, setup guides, and examples for seamless data source connections. - [REST Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/api/rest/troubleshooting.md): Solve Collate REST API connector issues fast with our comprehensive troubleshooting guide. Debug common problems, error codes, and connection failures. - [Domo Dashboard Hybrid Runner | Collate Connector Setup Guide](https://docs.getcollate.io/connectors/dashboard/domo-dashboard/hybrid-runner.md): Connect Domo dashboards to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Domo Dashboard | Collate Connector Setup Guide](https://docs.getcollate.io/connectors/dashboard/domo-dashboard/index.md): Connect Domo dashboards to Collate with our comprehensive connector guide. Easy setup, configuration steps, and metadata extraction explained. - [Domo Dashboard Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/domo-dashboard/troubleshooting.md): Resolve Domo Dashboard connector issues in Collate with expert troubleshooting guides, common error fixes, and step-by-step solutions. - [Grafana Hybrid Runner | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/grafana/hybrid-runner.md): Connect Grafana to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Grafana Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/grafana/index.md): Learn how to configure and use the Grafana connector in Collate. Includes setup, authentication, metadata ingestion, and lineage. - [Grafana Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/grafana/troubleshooting.md): Troubleshoot Grafana connector issues related to table ingestion, schema parsing, or access errors. - [Hex Hybrid Runner | OpenMetadata Integration Documentation](https://docs.getcollate.io/connectors/dashboard/hex/hybrid-runner.md): Connect Hex to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Hex Connector | OpenMetadata Integration Documentation](https://docs.getcollate.io/connectors/dashboard/hex/index.md): Connect Hex to OpenMetadata with our comprehensive dashboard connector guide. Setup instructions, configuration tips, and metadata extraction made simple. - [Hex Troubleshooting Guide | OpenMetadata Support](https://docs.getcollate.io/connectors/dashboard/hex/troubleshooting.md): Troubleshoot Hex connector issues related to table ingestion, schema parsing, or access errors. - [Dashboard Services | Connect BI Tools with Collate](https://docs.getcollate.io/connectors/dashboard/index.md): Discover Collate dashboard connectors to integrate Tableau, PowerBI, Superset & more. Complete setup guides, configurations & metadata extraction. - [Lightdash Hybrid Runner | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/lightdash/hybrid-runner.md): Hybrid Runner - Deploy the ingestion agent in your environment for secure, private network metadata extraction from Lightdash dashboards to Collate. - [Lightdash Connector | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/lightdash/index.md): Connect Lightdash to Collate with our comprehensive dashboard connector guide. Set up data lineage, metadata extraction, and BI integration easily. - [Lightdash Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/lightdash/troubleshooting.md): Solve Lightdash connector issues in Collate with our comprehensive troubleshooting guide. Fix common problems, debug errors, and optimize your setup. - [Looker Hybrid Runner | Integrate BI with Collate Docs](https://docs.getcollate.io/connectors/dashboard/looker/hybrid-runner.md): Hybrid Runner - Deploy the ingestion agent in your environment for secure, private network metadata extraction from Looker dashboards to Collate. - [Looker Connector | Integrate BI with Collate Docs](https://docs.getcollate.io/connectors/dashboard/looker/index.md): Connect Looker dashboards to Collate with our comprehensive connector guide. Setup instructions, configuration steps, and metadata extraction tips. - [Looker Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/looker/troubleshooting.md): Solve Looker connector issues in Collate with expert troubleshooting guides. Fix authentication, API errors, and data sync problems quickly. - [Metabase Hybrid Runner | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/metabase/hybrid-runner.md): Hybrid Runner - Deploy the ingestion agent in your environment for secure, private network metadata extraction from Metabase dashboards to Collate. - [Metabase Connector | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/metabase/index.md): Connect Metabase dashboards to Collate effortlessly. Complete setup guide, configuration steps, and metadata extraction for seamless integration. - [Metabase Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/metabase/troubleshooting.md): Resolve Metabase connector issues with Collate's comprehensive troubleshooting guide. Fix common errors, configuration problems, and data sync issues. - [MicroStrategy Hybrid Runner | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/microstrategy/hybrid-runner.md): Hybrid Runner - Deploy the ingestion agent in your environment for secure, private network metadata extraction from MicroStrategy dashboards to Collate. - [MicroStrategy Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/microstrategy/index.md): Connect MicroStrategy dashboards to Collate with our comprehensive connector guide. Setup instructions, configuration options, and metadata extraction steps. - [MicroStrategy Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/microstrategy/troubleshooting.md): Resolve MicroStrategy connector issues in Collate with expert troubleshooting tips, common error fixes, and step-by-step solutions for seamless integration. - [Mode Hybrid Runner | Collate Dashboard Integration Guide](https://docs.getcollate.io/connectors/dashboard/mode/hybrid-runner.md): Hybrid Runner - Deploy the ingestion agent in your environment for secure, private network metadata extraction from Mode Analytics dashboards to Collate. - [Mode Connector | Collate Dashboard Integration Guide](https://docs.getcollate.io/connectors/dashboard/mode/index.md): Connect Mode Analytics dashboards to Collate with our comprehensive connector guide. Easy setup, configuration steps, and metadata extraction instructions. - [Mode Dashboard Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/mode/troubleshooting.md): Fix Mode dashboard connector issues with Collate's comprehensive troubleshooting guide. Resolve common errors, debug connections, and optimize performance. - [PowerBI Hybrid Runner | Collate Integration Documentation](https://docs.getcollate.io/connectors/dashboard/powerbi/hybrid-runner.md): Hybrid Runner - Deploy the ingestion agent in your environment for secure, private network metadata extraction from Power BI dashboards to Collate. - [PowerBI Connector | Collate Integration Documentation](https://docs.getcollate.io/connectors/dashboard/powerbi/index.md): Connect Power BI to Collate with our comprehensive dashboard connector guide. Setup instructions, configuration tips, and metadata extraction made simple. - [Lineage from pbit files](https://docs.getcollate.io/connectors/dashboard/powerbi/powerbi-pbit-lineage.md) - [PowerBI Dashboard Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/powerbi/troubleshooting.md): Resolve PowerBI connector issues with Collate's comprehensive troubleshooting guide. Fix common errors, debug connections, and optimize your setup. - [Run the PowerBI Report Server Hybrid Runner Connector Externally](https://docs.getcollate.io/connectors/dashboard/powerbireportserver/hybrid-runner.md): Hybrid Runner - Deploy the ingestion agent in your environment for secure, private network metadata extraction from Power BI Report Server to Collate. - [Run the PowerBI Report Server Connector Externally](https://docs.getcollate.io/connectors/dashboard/powerbireportserver/index.md): Connect Power BI Report Server to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [PowerBI Report Server Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/powerbireportserver/troubleshooting.md): Fix Power BI Report Server integration issues like failed authentication, metadata extraction gaps, or visualization syncing. - [Qlik Cloud](https://docs.getcollate.io/connectors/dashboard/qlikcloud/api_keys.md) - [Qlik Cloud Hybrid Runner | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/qlikcloud/hybrid-runner.md): Connect QlikCloud dashboards to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Qlik Cloud Connector | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/qlikcloud/index.md): Connect QlikCloud dashboards to Collate effortlessly. Complete setup guide, configuration steps, and metadata extraction for seamless data governance. - [Qlik Cloud Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/qlikcloud/troubleshooting.md): Fix QlikCloud connector issues fast with Collate'sexpert troubleshooting guide. Solve common problems, debug connections, and optimize your setup. - [Qlik Sense Certificates | Collate Connector Setup](https://docs.getcollate.io/connectors/dashboard/qliksense/certificates.md): Configure QlikSense certificate authentication for Collate dashboard connectors. Step-by-step setup guide for secure SSL/TLS connections and data integration. - [Qlik Sense Hybrid Runner | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/qliksense/hybrid-runner.md): Connect QlikSense dashboards to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Qlik Sense Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/qliksense/index.md): Connect QlikSense dashboards to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [Qlik Sense Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/qliksense/troubleshooting.md): Resolve QlikSense connector issues in Collate with expert troubleshooting guides. Fix dashboard integration problems and get your data flowing smoothly. - [QuickSight Hybrid Runner | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/quicksight/hybrid-runner.md): Connect Amazon QuickSight to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [QuickSight Connector | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/quicksight/index.md): Connect Amazon QuickSight to Collate with our comprehensive dashboard connector guide. Step-by-step setup, configuration, and metadata extraction. - [QuickSight Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/quicksight/troubleshooting.md) - [Redash Hybrid Runner | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/redash/hybrid-runner.md): Connect Redash dashboards to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Redash Connector | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/redash/index.md): Connect Redash dashboards to Collate Easily. Complete setup guide, configuration steps, and integration instructions for seamless data lineage tracking. - [Redash Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/redash/troubleshooting.md): Solve Redash connector issues in Collate with expert troubleshooting guides. Fix connection errors, data sync problems, and configuration issues fast. - [Sigma Hybrid Runner | Collate Dashboard Integration Guide](https://docs.getcollate.io/connectors/dashboard/sigma/hybrid-runner.md): Connect Sigma Analytics to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Sigma Connector | Collate Dashboard Integration Guide](https://docs.getcollate.io/connectors/dashboard/sigma/index.md): Connect Sigma Analytics to Collate seamlessly. Learn how to configure the Sigma dashboard connector for automated metadata extraction and lineage tracking. - [Sigma Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/sigma/troubleshooting.md): Fix Sigma dashboard connector issues fast with Collate'stroubleshooting guide. Solve common errors, connection problems, and data sync issues. - [SSRS Hybrid Runner | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/ssrs/hybrid-runner.md): Hybrid Runner - Deploy the ingestion agent in your environment for secure, private network metadata extraction from SSRS dashboards to Collate. - [SSRS Connector | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/ssrs/index.md): Connect SQL Server Reporting Services (SSRS) to Collate with our comprehensive dashboard connector guide. Step-by-step setup, configuration examples, and metadata extraction tips. - [SSRS Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/ssrs/troubleshooting.md): Troubleshoot common SSRS connector issues in Collate — connection failures, NTLM authentication errors, and ingestion problems. - [Superset Hybrid Runner | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/superset/hybrid-runner.md): Learn how to connect Apache Superset dashboards to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Superset Connector | Collate Dashboard Integration](https://docs.getcollate.io/connectors/dashboard/superset/index.md): Learn how to connect Apache Superset dashboards to Collate with our comprehensive connector guide. Setup instructions, configuration, and metadata integration. - [Superset](https://docs.getcollate.io/connectors/dashboard/superset/sso.md) - [Superset Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/superset/troubleshooting.md): Solve Apache Superset connector issues with Collate's comprehensive troubleshooting guide. Fix common dashboard integration problems quickly. - [Tableau Hybrid Runner | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/tableau/hybrid-runner.md): Connect Tableau dashboards to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Tableau Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/tableau/index.md): Connect Tableau dashboards to Collate with our comprehensive connector guide. Setup instructions, configuration options, and metadata extraction steps. - [Tableau Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/tableau/troubleshooting.md): Fix Tableau connector issues in Collate with expert troubleshooting guides. Resolve common errors, connection problems, and data ingestion failures fast. - [ThoughtSpot Hybrid Runner | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/thoughtspot/hybrid-runner.md): Learn how to configure and use the ThoughtSpot connector in Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [ThoughtSpot Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/dashboard/thoughtspot/index.md): Learn how to configure and use the ThoughtSpot connector in Collate. Includes setup, authentication, API access, metadata ingestion, and lineage. - [ThoughtSpot Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/dashboard/thoughtspot/troubleshooting.md): Fix Tableau connector issues in Collate with expert troubleshooting guides. Resolve common errors, connection problems, and data ingestion failures fast. - [ADLS Datalake | Collate Database Connector Guide](https://docs.getcollate.io/connectors/database/adls-datalake/hybrid-runner.md): Connect your Azure Data Lake Storage to Collate with our ADLS connector. Simple setup guide, configuration steps, and metadata extraction tips. - [ADLS Datalake | Collate Database Connector Guide](https://docs.getcollate.io/connectors/database/adls-datalake/index.md): Connect your Azure Data Lake Storage to Collate with our ADLS connector. Simple setup guide, configuration steps, and metadata extraction tips. - [ADLS Datalake Connector Troubleshooting](https://docs.getcollate.io/connectors/database/adls-datalake/troubleshooting.md): Resolve ADLS Data Lake connector issues in Collate with expert troubleshooting guides, common fixes, and step-by-step solutions for seamless integration. - [Athena | Collate Database Connector Configuration](https://docs.getcollate.io/connectors/database/athena/hybrid-runner.md): Connect Amazon Athena to Collate effortlessly. Complete setup guide, configuration steps, and best practices for database metadata ingestion. - [Athena | Collate Database Connector Configuration](https://docs.getcollate.io/connectors/database/athena/index.md): Connect Amazon Athena to Collate effortlessly. Complete setup guide, configuration steps, and best practices for database metadata ingestion. - [Athena Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/athena/troubleshooting.md): Resolve Collate Athena connector issues fast with our comprehensive troubleshooting guide. Fix common database connection problems and errors quickly. - [AzureSQL | Collate Connector Setup & Integration Guide](https://docs.getcollate.io/connectors/database/azuresql/hybrid-runner.md): Learn how to connect Azure SQL Collate to Collate with step-by-step setup guides, configuration options, and metadata extraction features. - [AzureSQL | Collate Connector Setup & Integration Guide](https://docs.getcollate.io/connectors/database/azuresql/index.md): Learn how to connect Azure SQL Collate to Collate with step-by-step setup guides, configuration options, and metadata extraction features. - [AzureSQL Connector Troubleshooting](https://docs.getcollate.io/connectors/database/azuresql/troubleshooting.md): Solve Azure SQL connector issues in Collate with expert troubleshooting guides. Fix common connection problems, authentication errors, and data ingestion issues. - [BigQuery Connector | Set Up Credentials in Collate](https://docs.getcollate.io/connectors/database/bigquery/create-credentials.md): Learn how to create and configure BigQuery credentials for Collate Database Connector. Step-by-step guide with authentication setup and best practices. - [BigQuery | Collate Connector Setup & Integration Guide](https://docs.getcollate.io/connectors/database/bigquery/hybrid-runner.md): Connect BigQuery to Collate seamlessly with our comprehensive database connector guide. Setup instructions, configuration tips, and metadata extraction workflows. - [BigQuery | Collate Connector Setup & Integration Guide](https://docs.getcollate.io/connectors/database/bigquery/index.md): Connect BigQuery to Collate seamlessly with our comprehensive database connector guide. Setup instructions, configuration tips, and metadata extraction workflows. - [BigQuery Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/bigquery/troubleshooting.md): Solve BigQuery connector issues in Collate with expert troubleshooting guides. Fix connection errors, authentication problems, and data ingestion failures fast. - [BigTable Connector | Collate Database Integration](https://docs.getcollate.io/connectors/database/bigtable/hybrid-runner.md): Connect Google Cloud Bigtable to Collate with our comprehensive database connector guide. Setup instructions, configuration steps, and metadata extraction tips. - [BigTable Connector | Collate Database Integration](https://docs.getcollate.io/connectors/database/bigtable/index.md): Connect Google Cloud Bigtable to Collate with our comprehensive database connector guide. Setup instructions, configuration steps, and metadata extraction tips. - [BigTable Roles | Configure Access for Collate Connector](https://docs.getcollate.io/connectors/database/bigtable/roles.md): Configure BigTable database roles and permissions in Collate connectors. Learn essential access control setup for seamless data cataloging and metadata extraction. - [BigTable Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/bigtable/troubleshooting.md): Resolve BigTable connector issues quickly with Collate's comprehensive troubleshooting guide. Fix common errors, configuration problems, and connection issues. - [BurstIQ Connector | Collate LifeGraph Database Guide](https://docs.getcollate.io/connectors/database/burstiq/hybrid-runner.md): Connect BurstIQ LifeGraph to Collate with our comprehensive database connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [BurstIQ Connector | Collate LifeGraph Database Guide](https://docs.getcollate.io/connectors/database/burstiq/index.md): Connect BurstIQ LifeGraph to Collate with our comprehensive database connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [BurstIQ Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/burstiq/troubleshooting.md): Solve BurstIQ connector issues in Collate with expert troubleshooting guides. Fix connection errors, authentication problems, and data ingestion failures fast. - [Cassandra Connector | Collate Database Integration](https://docs.getcollate.io/connectors/database/cassandra/hybrid-runner.md): Connect Cassandra to Collate with our database connector. Step-by-step setup guide, configuration options, and metadata extraction for your NoSQL database. - [Cassandra Connector | Collate Database Integration](https://docs.getcollate.io/connectors/database/cassandra/index.md): Connect Cassandra to Collate with our database connector. Step-by-step setup guide, configuration options, and metadata extraction for your NoSQL database. - [Cassandra Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/cassandra/troubleshooting.md): Resolve Cassandra ingestion issues related to schema mismatches, driver compatibility, or tokens. - [ClickHouse Connector | Collate Database Integration](https://docs.getcollate.io/connectors/database/clickhouse/hybrid-runner.md): Learn how to connect ClickHouse databases to Collate with our comprehensive connector guide. Setup instructions, configuration options, and troubleshooting guidance. - [ClickHouse Connector | Collate Database Integration](https://docs.getcollate.io/connectors/database/clickhouse/index.md): Learn how to connect ClickHouse databases to Collate with our comprehensive connector guide. Setup instructions, configuration options, and troubleshooting guidance. - [Clickhouse Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/clickhouse/troubleshooting.md): Resolve ClickHouse connector issues such as type mismatches, invalid credentials, or ingestion slowdowns. - [CockroachDB Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/database/cockroach/hybrid-runner.md): Set up CockroachDB connector in Collate to discover, catalog, and manage your database metadata. Complete integration guide with configuration steps. - [CockroachDB Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/database/cockroach/index.md): Set up CockroachDB connector in Collate to discover, catalog, and manage your database metadata. Complete integration guide with configuration steps. - [Cockroach Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/cockroach/troubleshooting.md): Fix CockroachDB ingestion errors like connection timeouts, incorrect credentials, or unsupported SQL dialects. - [Couchbase Connector | Collate NoSQL Integration Guide](https://docs.getcollate.io/connectors/database/couchbase/hybrid-runner.md): Connect Couchbase to Collate effortlessly. Complete setup guide, configuration steps, and metadata extraction for your NoSQL database connector. - [Couchbase Connector | Collate NoSQL Integration Guide](https://docs.getcollate.io/connectors/database/couchbase/index.md): Connect Couchbase to Collate effortlessly. Complete setup guide, configuration steps, and metadata extraction for your NoSQL database connector. - [Couchbase Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/couchbase/troubleshooting.md): Troubleshoot Couchbase connector integration issues, including access denial, document mapping, or data model mismatches. - [Databricks Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/database/databricks/hybrid-runner.md): Connect Databricks to Collate effortlessly. Complete setup guide, configuration steps, and metadata extraction for your data lakehouse platform. - [Databricks Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/database/databricks/index.md): Connect Databricks to Collate effortlessly. Complete setup guide, configuration steps, and metadata extraction for your data lakehouse platform. - [Databricks Connector Troubleshooting](https://docs.getcollate.io/connectors/database/databricks/troubleshooting.md): Troubleshoot Databricks connector issues including schema extraction errors or driver failures. - [DB2 Connector | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/db2/hybrid-runner.md): Connect DB2 databases to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [DB2 Connector | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/db2/index.md): Connect DB2 databases to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [DB2 Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/db2/troubleshooting.md): Troubleshoot DB2 connector setup, query failures, or credential problems to ensure smooth ingestion and profiling operations. - [Auto Ingest dbt-core](https://docs.getcollate.io/connectors/database/dbt/auto-ingest-dbt-core.md) - [Configure dbt workflow](https://docs.getcollate.io/connectors/database/dbt/configure-dbt-workflow.md): Learn to configure dbt workflows in Collate with our step-by-step guide. Streamline data lineage, documentation, and metadata management effortlessly. - [dbt Cloud API Configuration | Collate](https://docs.getcollate.io/connectors/database/dbt/dbt-cloud-api-guide.md): Connect Collate to dbt Cloud with zero infrastructure setup. No storage configuration needed - pull artifacts directly via API. - [dbt Troubleshooting | Collate Integration Support](https://docs.getcollate.io/connectors/database/dbt/dbt-troubleshooting.md): Troubleshoot dbt ingestion for configuration issues, parsing errors, or incomplete metadata syncing. - [dbt Workflow | Collate Data Build Tool Integration](https://docs.getcollate.io/connectors/database/dbt/index.md): Learn how to integrate dbt workflows with Collate connectors for seamless data lineage tracking and metadata ingestion. Step-by-step setup guide included. - [Ingest Custom Properties from dbt | Collate Custom Metadata Guide](https://docs.getcollate.io/connectors/database/dbt/ingest-dbt-custom-properties.md): Ingest dbt custom properties to enrich table metadata with organization-specific attributes and values. - [Ingest Descriptions from dbt | Official Documentation](https://docs.getcollate.io/connectors/database/dbt/ingest-dbt-descriptions.md): Ingest dbt model and column descriptions to improve discoverability and context for analysts and developers. - [Ingest Domain from dbt | Collate Domain Assignment Guide](https://docs.getcollate.io/connectors/database/dbt/ingest-dbt-domain.md): Ingest dbt domain metadata to assign tables to organizational domains for better data governance and discoverability. - [Ingest Glossary from dbt | Official Documentation](https://docs.getcollate.io/connectors/database/dbt/ingest-dbt-glossary.md): Import glossary definitions from dbt projects to align semantic metadata with business context and governance. - [Ingest Lineage from dbt | Official Documentation](https://docs.getcollate.io/connectors/database/dbt/ingest-dbt-lineage.md): Ingest dbt lineage to build upstream and downstream traceability for models, columns, and data products. - [Ingest Owner from dbt | Official Documentation](https://docs.getcollate.io/connectors/database/dbt/ingest-dbt-owner.md): Configure dbt workflows to ingest owner metadata from dbt models into your governance platform. - [Ingest Tags from dbt | Collate Metadata Tagging Guide](https://docs.getcollate.io/connectors/database/dbt/ingest-dbt-tags.md): Ingest dbt tags to enhance metadata with labels that support classification, governance, and searchability. - [Ingest Tiers from dbt | Collate Data Tiering Guide](https://docs.getcollate.io/connectors/database/dbt/ingest-dbt-tier.md): Ingest dbt tier metadata to support quality scoring and classification for critical datasets and models. - [Run dbt Workflow Externally | Collate Guide](https://docs.getcollate.io/connectors/database/dbt/run-dbt-workflow-externally.md): Run dbt workflows externally to sync metadata from CI/CD systems or scheduled orchestrations. - [Setup Multiple dbt Projects | Official Documentation](https://docs.getcollate.io/connectors/database/dbt/setup-multiple-dbt-projects.md): Set up multiple dbt projects in ingestion workflows to orchestrate metadata extraction from distinct models and teams. - [dbt Artifact Storage - Azure Blob Storage Configuration | Collate](https://docs.getcollate.io/connectors/database/dbt/storage-azure-guide.md): Complete guide to configuring Azure Blob Storage for dbt artifact storage with Collate. Includes managed identity, DAG, and setup instructions. - [dbt Artifact Configuration Guide | Collate](https://docs.getcollate.io/connectors/database/dbt/storage-configuration-overview.md): Choose the right storage method for your dbt artifacts with Collate. Compare S3, GCS, Azure, HTTP, and Local storage options. - [dbt Artifact Storage - Google Cloud Storage Configuration | Collate](https://docs.getcollate.io/connectors/database/dbt/storage-gcs-guide.md): Complete guide to configuring Google Cloud Storage for dbt artifact storage with Collate. Includes Cloud Composer DAG, service accounts, and setup. - [dbt Artifact Storage - HTTP Server Configuration | Collate](https://docs.getcollate.io/connectors/database/dbt/storage-http-guide.md): Configure HTTP/HTTPS servers for dbt artifact storage with Collate. Includes Nginx, Apache, and S3+CloudFront examples. - [dbt Artifact Storage - Local Filesystem Configuration | Collate](https://docs.getcollate.io/connectors/database/dbt/storage-local-guide.md): Configure local or shared filesystem for dbt artifact storage with Collate. Includes Docker Compose and Kubernetes PVC examples. - [dbt Artifact Storage - AWS S3 Configuration | Collate](https://docs.getcollate.io/connectors/database/dbt/storage-s3-guide.md): Complete guide to configuring AWS S3 for dbt artifact storage with Collate. Includes Airflow DAG examples, IAM policies, and setup instructions. - [Delta Lake Hybrid Runner | Collate Data Lake Integration](https://docs.getcollate.io/connectors/database/deltalake/hybrid-runner.md): Connect Collate to Delta Lake using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [DeltaLake Connector | Collate Data Lake Integration](https://docs.getcollate.io/connectors/database/deltalake/index.md): Connect Collate to Delta Lake with our comprehensive database connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [DeltaLake Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/deltalake/troubleshooting.md): Fix Delta Lake ingestion issues such as path misconfigurations, schema evolution errors, or versioning mismatches. - [Domo Database Hybrid Runner | Collate Integration Guide](https://docs.getcollate.io/connectors/database/domo-database/hybrid-runner.md): Connect Domo Database to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Domo Database Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/database/domo-database/index.md): Connect Domo Database to Collate with our comprehensive connector guide. Setup instructions, configuration steps, and metadata extraction tips. - [Domo Database Connector Troubleshooting](https://docs.getcollate.io/connectors/database/domo-database/troubleshoot.md): Debug Domo database ingestion errors like access token mismatches, schema fetch failures, or rate-limit violations. - [Doris Hybrid Runner | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/doris/hybrid-runner.md): Connect Apache Doris to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Doris Connector | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/doris/index.md): Connect Apache Doris to Collate with our comprehensive database connector guide. Setup instructions, configuration steps, and metadata extraction tips. - [Doris Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/doris/troubleshooting.md): Troubleshoot Doris connector ingestion problems like schema drift or metadata gaps. - [Dremio Hybrid Runner | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/dremio/hybrid-runner.md): Connect Dremio to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Dremio Connector | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/dremio/index.md): Connect Dremio to Collate with our comprehensive connector guide. Setup instructions, configuration steps, and metadata synchronization details. - [Dremio Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/dremio/troubleshooting.md): Troubleshoot Dremio connector ingestion issues and resolve common errors. - [Druid Hybrid Runner | Collate Real-Time Analytics Guide](https://docs.getcollate.io/connectors/database/druid/hybrid-runner.md): Connect Apache Druid to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Druid Connector | Collate Real-Time Analytics Guide](https://docs.getcollate.io/connectors/database/druid/index.md): Learn how to connect Apache Druid to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction. - [Druid Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/druid/troubleshooting.md): Resolve Druid ingestion problems such as source errors, metadata fetch failures, or unsupported schema structures. - [DynamoDB Hybrid Runner | Collate NoSQL Database Integration](https://docs.getcollate.io/connectors/database/dynamodb/hybrid-runner.md): Connect DynamoDB to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [DynamoDB Connector | Collate NoSQL Database Integration](https://docs.getcollate.io/connectors/database/dynamodb/index.md): Connect DynamoDB to Collate with our comprehensive database connector guide. Setup instructions, configuration options, and metadata extraction steps. - [DynamoDB Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/dynamodb/troubleshooting.md): Debug DynamoDB integration for issues like permission errors, partition key mismatches, or ingestion slowdowns. - [Epic FHIR Hybrid Runner | Collate Healthcare Integration Guide](https://docs.getcollate.io/connectors/database/epic/hybrid-runner.md): Connect Epic FHIR to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Epic FHIR Connector | Collate Healthcare Integration Guide](https://docs.getcollate.io/connectors/database/epic/index.md): Connect Epic FHIR to Collate to automatically discover, catalog, and manage your Epic FHIR metadata. Step-by-step configuration guide. - [Epic Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/epic/troubleshooting.md): Debug Epic database integration for issues like permission errors, partition key mismatches, or ingestion slowdowns. - [Exasol Hybrid Runner | Collate High-Performance Database](https://docs.getcollate.io/connectors/database/exasol/hybrid-runner.md): Connect Exasol database to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Exasol Connector | Collate High-Performance Database](https://docs.getcollate.io/connectors/database/exasol/index.md): Connect Exasol database to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [Exasol Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/exasol/troubleshooting.md): Fix Exasol ingestion errors like JDBC connection failures, incorrect credentials, or schema parsing issues. - [GCS Datalake Hybrid Runner | Collate Cloud Storage Integration](https://docs.getcollate.io/connectors/database/gcs-datalake/hybrid-runner.md): Connect your Google Cloud Storage data lake to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [GCS Datalake Connector | Collate Cloud Storage Integration](https://docs.getcollate.io/connectors/database/gcs-datalake/index.md): Connect your Google Cloud Storage data lake to Collate with our comprehensive GCS connector guide. Setup instructions, configuration tips & best practices. - [GCS Datalake Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/gcs-datalake/troubleshooting.md): Troubleshoot GCS Datalake ingestion problems including permission errors, data parsing failures, or config gaps. - [AWS Glue Hybrid Runner | Collate Data Integration Guide](https://docs.getcollate.io/connectors/database/glue/hybrid-runner.md): Integrate AWS Glue with Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [AWS Glue Connector | Collate Data Integration Guide](https://docs.getcollate.io/connectors/database/glue/index.md): Learn how to integrate AWS Glue with Collate using our comprehensive database connector guide. Step-by-step setup, configuration, and metadata extraction. - [Glue Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/glue/troubleshooting.md): Debug Glue connector issues involving IAM permissions, metadata fetch errors, or schema loading failures. - [Greenplum Hybrid Runner | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/greenplum/hybrid-runner.md): Connect Greenplum to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Greenplum Connector | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/greenplum/index.md): Connect Greenplum to Collate with our comprehensive database connector guide. Setup instructions, configuration details, and metadata extraction made simple. - [Greenplum Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/greenplum/troubleshooting.md): Troubleshoot Greenplum connector issues related to table ingestion, schema parsing, or access errors. - [Hive Hybrid Runner | Collate Big Data Integration Guide](https://docs.getcollate.io/connectors/database/hive/hybrid-runner.md): Connect Apache Hive to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Hive Connector | Collate Big Data Integration Guide](https://docs.getcollate.io/connectors/database/hive/index.md): Connect Apache Hive to Collate with our comprehensive database connector guide. Setup instructions, configuration options, and metadata extraction steps. - [Hive Connector Troubleshooting | Official Documentation](https://docs.getcollate.io/connectors/database/hive/troubleshooting.md): Resolve Hive ingestion issues like metastore connection failures, schema fetch errors, or unsupported data types. - [Impala Hybrid Runner | Collate SQL-on-Hadoop Integration](https://docs.getcollate.io/connectors/database/impala/hybrid-runner.md): Connect Apache Impala to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Impala Connector | Collate SQL-on-Hadoop Integration](https://docs.getcollate.io/connectors/database/impala/index.md): Connect Apache Impala to Collate seamlessly. Complete setup guide, configuration steps, and troubleshooting for database metadata integration. - [Impala Connector Troubleshooting | Official Documentation](https://docs.getcollate.io/connectors/database/impala/troubleshooting.md): Troubleshoot Impala connector for ingestion failures, type mismatches, and driver issues. - [Database Services | Collate Connector Integration](https://docs.getcollate.io/connectors/database/index.md): Discover Collate's database connectors to seamlessly integrate MySQL, PostgreSQL, Snowflake, and 50+ data sources for metadata management. - [IBM Informix Hybrid Runner | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/informix/hybrid-runner.md): Connect IBM Informix database to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [IBM Informix Connector | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/informix/index.md): Set up IBM Informix database connector for Collate to automatically discover, catalog, and manage your Informix metadata. Step-by-step configuration guide. - [Informix Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/informix/troubleshooting.md): Fix Informix connector issues fast with Collate's troubleshooting guide. Get solutions for common problems, error codes, and connection failures. - [MariaDB Hybrid Runner | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/mariadb/hybrid-runner.md): Connect MariaDB to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [MariaDB Connector | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/mariadb/index.md): Connect MariaDB to Collate with our comprehensive database connector guide. Easy setup, configuration steps, and metadata extraction for your data catalog. - [MariaDB Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/mariadb/troubleshooting.md): Resolve MariaDB connector issues including schema drift, access denial, or ingestion configuration errors. - [Microsoft Fabric Hybrid Runner | Collate Database Guide](https://docs.getcollate.io/connectors/database/microsoftfabric/hybrid-runner.md): Connect Microsoft Fabric Warehouses and Lakehouses to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Microsoft Fabric Connector | Collate Database Guide](https://docs.getcollate.io/connectors/database/microsoftfabric/index.md): Connect Microsoft Fabric Warehouses and Lakehouses to Collate with our comprehensive database connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [Microsoft Fabric Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/microsoftfabric/troubleshooting.md): Fix Microsoft Fabric connector issues fast with Collate's troubleshooting guide. Get solutions for common problems, error codes, and connection failures. - [MongoDB Hybrid Runner | Collate NoSQL Database Integration](https://docs.getcollate.io/connectors/database/mongodb/hybrid-runner.md): Connect MongoDB to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [MongoDB Connector | Collate NoSQL Database Integration](https://docs.getcollate.io/connectors/database/mongodb/index.md): Connect MongoDB to Collate with our comprehensive database connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [MongoDB Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/mongodb/troubleshooting.md): Troubleshoot MongoDB integration errors such as connection failures, schema fetch issues, or metadata mismatches. - [MSSQL Hybrid Runner | Collate SQL Server Integration Guide](https://docs.getcollate.io/connectors/database/mssql/hybrid-runner.md): Connect your Microsoft SQL Server to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [MSSQL Connector | Collate SQL Server Integration Guide](https://docs.getcollate.io/connectors/database/mssql/index.md): Connect your Microsoft SQL Server to Collate with our comprehensive MSSQL connector guide. Step-by-step setup, configuration, and metadata extraction. - [Troubleshooting for MSSQL | Official Documentation](https://docs.getcollate.io/connectors/database/mssql/troubleshoot.md): Resolve MSSQL ingestion issues such as incorrect authentication, invalid queries, or schema incompatibilities. - [MySQL Hybrid Runner | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/mysql/hybrid-runner.md): Set up MySQL database connector for Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [MySQL Connector | Collate Database Integration Guide](https://docs.getcollate.io/connectors/database/mysql/index.md): Set up MySQL database connector for Collate to automatically discover, catalog, and manage your MySQL metadata. Step-by-step configuration guide. - [MySQL Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/mysql/troubleshooting.md): Troubleshoot MySQL ingestion including connection string errors, access restrictions, and schema version conflicts. - [Oracle Hybrid Runner | Collate Enterprise Database Guide](https://docs.getcollate.io/connectors/database/oracle/hybrid-runner.md): Connect Oracle Collate to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Oracle Connector | Collate Enterprise Database Guide](https://docs.getcollate.io/connectors/database/oracle/index.md): Connect Oracle Collate to Collate effortlessly. Complete setup guide, configuration steps, and troubleshooting tips for seamless data catalog integration. - [Oracle Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/oracle/troubleshooting.md) - [PinotDB Hybrid Runner | Collate Real-Time Analytics Guide](https://docs.getcollate.io/connectors/database/pinotdb/hybrid-runner.md): Connect Apache Pinot to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [PinotDB Connector | Collate Real-Time Analytics Guide](https://docs.getcollate.io/connectors/database/pinotdb/index.md): Connect Apache Pinot to Collate with our comprehensive database connector guide. Setup instructions, configuration examples, and metadata extraction tips. - [PinotDB Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/pinotdb/troubleshooting.md): Resolve Pinot connector issues including schema ingestion failures, query misalignment, or connection problems. - [PostgreSQL Hybrid Runner | Collate Database Integration](https://docs.getcollate.io/connectors/database/postgres/hybrid-runner.md): Connect PostgreSQL to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [PostgreSQL Connector | Collate Database Integration](https://docs.getcollate.io/connectors/database/postgres/index.md): Connect PostgreSQL to Collate with our comprehensive database connector guide. Step-by-step setup, configuration examples, and metadata extraction tips. - [PostgreSQL Connector Troubleshooting](https://docs.getcollate.io/connectors/database/postgres/troubleshooting.md): Troubleshoot Postgres connector for issues like access denial, column mismatch, or timeouts. - [Presto Hybrid Runner | Collate Distributed SQL Guide](https://docs.getcollate.io/connectors/database/presto/hybrid-runner.md): Connect Presto to Collate using the Hybrid Runner deployment. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Presto Connector | Collate Distributed SQL Guide](https://docs.getcollate.io/connectors/database/presto/index.md): Connect Presto to Collate with our comprehensive database connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [Presto Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/presto/troubleshooting.md): Troubleshoot Presto connector for query failures, ingestion errors, or unsupported schema configurations. - [Redshift Connector | Collate AWS Data Warehouse | Hybrid Runner](https://docs.getcollate.io/connectors/database/redshift/hybrid-runner.md): Connect Amazon Redshift to Collate easily with our comprehensive database connector guide. Setup instructions, configuration tips, and metadata extraction workflows. - [Redshift Connector | Collate AWS Data Warehouse](https://docs.getcollate.io/connectors/database/redshift/index.md): Connect Amazon Redshift to Collate easily with our comprehensive database connector guide. Setup instructions, configuration tips, and metadata extraction workflows. - [Redshift Connector Troubleshooting](https://docs.getcollate.io/connectors/database/redshift/troubleshooting.md): Troubleshoot Redshift ingestion errors like driver issues, throttling, or missing table metadata. - [S3 Datalake Connector | Collate Cloud Storage Guide | Hybrid Runner](https://docs.getcollate.io/connectors/database/s3-datalake/hybrid-runner.md): Connect your S3 data lake to Collate with our comprehensive database connector guide. Setup instructions, configuration examples, and best practices included. - [S3 Datalake Connector | Collate Cloud Storage Guide](https://docs.getcollate.io/connectors/database/s3-datalake/index.md): Connect your S3 data lake to Collate with our comprehensive database connector guide. Setup instructions, configuration examples, and best practices included. - [S3 Datalake Connector Troubleshooting](https://docs.getcollate.io/connectors/database/s3-datalake/troubleshooting.md): Fix S3 Datalake ingestion problems like IAM permission errors, schema discovery, or format issues. - [Salesforce Connector | Collate CRM Integration Guide | Hybrid Runner](https://docs.getcollate.io/connectors/database/salesforce/hybrid-runner.md): Connect Salesforce to Collate with our comprehensive database connector guide. Setup instructions, configuration tips, and metadata extraction made easy. - [Salesforce Connector | Collate CRM Integration Guide](https://docs.getcollate.io/connectors/database/salesforce/index.md): Connect Salesforce to Collate with our comprehensive database connector guide. Setup instructions, configuration tips, and metadata extraction made easy. - [Salesforce Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/salesforce/troubleshooting.md): Fix Salesforce ingestion errors such as access denial, API rate limits, or object sync issues. - [SAP ERP Connector | Collate Enterprise Integration | Hybrid Runner](https://docs.getcollate.io/connectors/database/sap-erp/hybrid-runner.md): Connect SAP ERP to Collate with our comprehensive database connector guide. Setup instructions, configuration steps, and metadata extraction tips. - [SAP ERP Connector | Collate Enterprise Integration](https://docs.getcollate.io/connectors/database/sap-erp/index.md): Connect SAP ERP to Collate with our comprehensive database connector guide. Setup instructions, configuration steps, and metadata extraction tips. - [Setup SAP ERP APIs | Collate Integration Guide](https://docs.getcollate.io/connectors/database/sap-erp/setup-sap-apis.md): Set up SAP ERP APIs for metadata ingestion, configure access and validate integration readiness. - [SAP ERP Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/sap-erp/troubleshooting.md): Troubleshoot SAP ERP ingestion issues such as invalid token, missing endpoints, or metadata loss. - [SAP HANA Connector | Collate High-Performance DB | Hybrid Runner](https://docs.getcollate.io/connectors/database/sap-hana/hybrid-runner.md): Connect SAP HANA to Collate effortlessly with our comprehensive database connector guide. Setup instructions, configuration steps, and troubleshooting guidance. - [SAP HANA Connector | Collate High-Performance DB](https://docs.getcollate.io/connectors/database/sap-hana/index.md): Connect SAP HANA to Collate effortlessly with our comprehensive database connector guide. Setup instructions, configuration steps, and troubleshooting guidance. - [SAP HANA Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/sap-hana/troubleshooting.md): Resolve SAP HANA connector issues with Collate's comprehensive troubleshooting guide. Fix connection errors, authentication problems, and metadata ingestion issues. - [SAS Connector | Collate Analytics Integration Guide | Hybrid Runner](https://docs.getcollate.io/connectors/database/sas/hybrid-runner.md): Connect SAS databases to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [SAS Connector | Collate Analytics Integration Guide](https://docs.getcollate.io/connectors/database/sas/index.md): Connect SAS databases to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [SAS Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/sas/troubleshooting.md): Resolve SAS database connector issues in Collate with expert troubleshooting guides, common error fixes, and step-by-step solutions for seamless integration. - [ServiceNow Connector | Collate Integration Guide | Hybrid Runner](https://docs.getcollate.io/connectors/database/servicenow/hybrid-runner.md): Connect ServiceNow to Collate to automatically discover, catalog, and manage your ServiceNow metadata. Step-by-step configuration guide. - [ServiceNow Connector | Collate Integration Guide](https://docs.getcollate.io/connectors/database/servicenow/index.md): Connect ServiceNow to Collate to automatically discover, catalog, and manage your ServiceNow metadata. Step-by-step configuration guide. - [ServiceNow Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/servicenow/troubleshooting.md): Resolve ServiceNow database connector issues in Collate with expert troubleshooting guides, common error fixes, and step-by-step solutions. - [SingleStore Hybrid Runner | Collate Scalable DB Guide](https://docs.getcollate.io/connectors/database/singlestore/hybrid-runner.md): Connect SingleStore to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [SingleStore Connector | Collate Scalable DB Guide](https://docs.getcollate.io/connectors/database/singlestore/index.md): Learn how to connect SingleStore database to Collate with step-by-step setup instructions, configuration options, and metadata extraction guides. - [SingleStore Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/singlestore/troubleshooting.md): Resolve SingleStore database connector issues in Collate with expert troubleshooting guides, common error fixes, and step-by-step solutions. - [Snowflake Hybrid Runner | Collate Cloud Data Warehouse](https://docs.getcollate.io/connectors/database/snowflake/hybrid-runner.md): Connect Snowflake to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Snowflake Connector | Collate Cloud Data Warehouse](https://docs.getcollate.io/connectors/database/snowflake/index.md): Connect Snowflake to Collate with our comprehensive database connector guide. Easy setup, metadata extraction, and data lineage tracking. - [Snowflake Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/snowflake/troubleshooting.md): Fix Snowflake connector issues fast with Collate'stroubleshooting guide. Get solutions for common problems, error codes, and connection failures. - [SQLite Hybrid Runner | Collate Lightweight DB Integration](https://docs.getcollate.io/connectors/database/sqlite/hybrid-runner.md): Connect SQLite to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [SQLite Connector | Collate Lightweight DB Integration](https://docs.getcollate.io/connectors/database/sqlite/index.md): Learn to Configure Collate'sSQLite database connector for seamless data cataloging. Step-by-step setup guide with examples and troubleshooting tips. - [SQLite Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/sqlite/troubleshooting.md): Solve SQLite connector issues in Collate with our comprehensive troubleshooting guide. Fix connection errors, resolve common problems & optimize performance. - [SSAS Hybrid Runner | Collate SQL Server Integration Guide](https://docs.getcollate.io/connectors/database/ssas/hybrid-runner.md): Connect SSAS to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [SSAS Connector | Collate SQL Server Integration Guide](https://docs.getcollate.io/connectors/database/ssas/index.md) - [SSAS Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/ssas/troubleshooting.md): Solve SSAS connector issues in Collate with our comprehensive troubleshooting guide. Fix connection errors, resolve common problems & optimize performance. - [StarRocks Hybrid Runner | Collate Database Guide](https://docs.getcollate.io/connectors/database/starrocks/hybrid-runner.md): Connect StarRocks to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [StarRocks Connector | Collate Database Guide](https://docs.getcollate.io/connectors/database/starrocks/index.md): Connect StarRocks to Collate with our comprehensive database connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [StarRocks Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/starrocks/troubleshooting.md): Troubleshoot StarRocks connector ingestion problems like schema drift or metadata gaps. - [Synapse Hybrid Runner | Official Docs](https://docs.getcollate.io/connectors/database/synapse/hybrid-runner.md): Connect Azure Synapse to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Connect Synapse | Official Docs](https://docs.getcollate.io/connectors/database/synapse/index.md): Connect Azure Synapse to Collate with our comprehensive database connector guide. Configure metadata extraction, lineage tracking, and profiling in minutes. - [Synapse Connector Troubleshooting](https://docs.getcollate.io/connectors/database/synapse/troubleshooting.md): Troubleshoot Synapse connector issues like permission denial, query errors, or slow ingestion. - [Teradata Hybrid Runner | Collate Data Warehouse Guide](https://docs.getcollate.io/connectors/database/teradata/hybrid-runner.md): Connect Teradata to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Teradata Connector | Collate Data Warehouse Guide](https://docs.getcollate.io/connectors/database/teradata/index.md): Connect Teradata databases to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [Teradata Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/teradata/troubleshooting.md): Resolve Collate Teradata connector issues fast with expert troubleshooting guides, common error fixes, and step-by-step solutions for seamless integration. - [TimescaleDB Hybrid Runner | Collate Database Integration](https://docs.getcollate.io/connectors/database/timescale/hybrid-runner.md): Connect TimescaleDB to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [TimescaleDB Connector | OpenMetadata Database Integration](https://docs.getcollate.io/connectors/database/timescale/index.md): Connect TimescaleDB to OpenMetadata with our comprehensive database connector guide. Step-by-step setup, configuration examples, and metadata extraction tips. - [TimescaleDB Troubleshooting Guide | OpenMetadata Support](https://docs.getcollate.io/connectors/database/timescale/troubleshooting.md): Resolve OpenMetadata TimescaleDB connector issues fast with expert troubleshooting guides, common error fixes, and step-by-step solutions for seamless integration. - [Trino Hybrid Runner | Collate Distributed SQL Integration](https://docs.getcollate.io/connectors/database/trino/hybrid-runner.md): Connect Trino to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Trino Connector | Collate Distributed SQL Integration](https://docs.getcollate.io/connectors/database/trino/index.md): Configure Collate'sTrino database connector to seamlessly integrate your distributed SQL engine with automated metadata discovery and lineage tracking. - [Trino Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/database/trino/troubleshooting.md): Solve Trino database connector issues in Collate with expert troubleshooting guides, error fixes, and step-by-step solutions for seamless data integration. - [Unity Catalog Hybrid Runner | Collate Data Governance](https://docs.getcollate.io/connectors/database/unity-catalog/hybrid-runner.md): Connect Unity Catalog to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Unity Catalog Connector | Collate Data Governance](https://docs.getcollate.io/connectors/database/unity-catalog/index.md): Learn how to connect Unity Catalog to Collate with our comprehensive connector guide. Setup instructions, configuration tips, and metadata integration workflows. - [Unity Catalog Connector Troubleshooting](https://docs.getcollate.io/connectors/database/unity-catalog/troubleshooting.md): Resolve Unity Catalog connector issues quickly with Collate's comprehensive troubleshooting guide. Fix common errors, configuration problems, and connection issues. - [Vertica Hybrid Runner | Collate Analytics Database Guide](https://docs.getcollate.io/connectors/database/vertica/hybrid-runner.md): Connect Vertica to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Vertica Connector | Collate Analytics Database Guide](https://docs.getcollate.io/connectors/database/vertica/index.md): Connect Vertica database to Collate with our comprehensive connector guide. Easy setup, configuration steps, and metadata extraction for your data catalog. - [Vertica Connector Troubleshooting](https://docs.getcollate.io/connectors/database/vertica/troubleshooting.md): Fix Vertica database connection issues with Collate's comprehensive troubleshooting guide. Get step-by-step solutions for common errors and problems. - [Custom Drive Connector | Build & Extend OpenMetadata Easily](https://docs.getcollate.io/connectors/drive/custom-drive/index.md): Learn how to create a Custom Drive Connector to ingest metadata from file system-like services into OpenMetadata using the ingestion framework. - [Google Drive Hybrid Runner | OpenMetadata Drive Integration](https://docs.getcollate.io/connectors/drive/googledrive/hybrid-runner.md): Connect Google Drive to OpenMetadata using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Google Drive Connector | OpenMetadata Drive Integration](https://docs.getcollate.io/connectors/drive/googledrive/index.md): Connect Google Drive to OpenMetadata with our comprehensive drive connector guide. Step-by-step setup, configuration examples, and metadata extraction tips. - [Google Drive Connector Troubleshooting](https://docs.getcollate.io/connectors/drive/googledrive/troubleshooting.md): Troubleshoot common issues with the Google Drive connector in OpenMetadata, including authentication failures, permission errors, missing files, and domain-wide delegation problems. - [Drive Services | OpenMetadata Drive Integration Guide](https://docs.getcollate.io/connectors/drive/index.md) - [SFTP Hybrid Runner | Collate Drive Guide](https://docs.getcollate.io/connectors/drive/sftp/hybrid-runner.md): Connect SFTP servers to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [SFTP Connector | Collate Drive Guide](https://docs.getcollate.io/connectors/drive/sftp/index.md): Connect SFTP servers to Collate with our comprehensive drive connector guide. Step-by-step setup, configuration, and metadata extraction for secure file transfer protocol servers. - [SFTP Connector Troubleshooting | Collate Support](https://docs.getcollate.io/connectors/drive/sftp/troubleshooting.md): Solve SFTP connector issues in Collate with expert troubleshooting guides. Fix connection errors, authentication problems, and data ingestion failures fast. - [Connectors | Collate Docs for Seamless Data Integration](https://docs.getcollate.io/connectors/index.md): Explore Collate's comprehensive connector library to integrate with databases, dashboards, pipelines, and ML platforms. Easy setup guides included. - [Messaging Services | Collate Integration Guide](https://docs.getcollate.io/connectors/messaging/index.md): Discover Collate'smessaging connectors to integrate Kafka, Pulsar, and other streaming platforms. Extract metadata, lineage, and schema. - [Kafka Connector | Collate Messaging Integration](https://docs.getcollate.io/connectors/messaging/kafka/hybrid-runner.md): Connect Kafka to Collate effortlessly with our comprehensive connector guide. Set up messaging metadata ingestion, configuration, and monitoring in minutes. - [Kafka Connector | Collate Messaging Integration](https://docs.getcollate.io/connectors/messaging/kafka/index.md): Connect Kafka to Collate effortlessly with our comprehensive connector guide. Set up messaging metadata ingestion, configuration, and monitoring in minutes. - [Kafka Connector Troubleshooting | Official Documentation](https://docs.getcollate.io/connectors/messaging/kafka/troubleshooting.md): Resolve Kafka ingestion problems including schema registry errors, consumer group misalignments, or lag detection issues. - [Kinesis Connector | Collate Streaming Integration](https://docs.getcollate.io/connectors/messaging/kinesis/hybrid-runner.md): Connect Amazon Kinesis to Collate with our comprehensive connector guide. Set up real-time streaming data ingestion and metadata extraction easily. - [Kinesis Connector | Collate Streaming Integration](https://docs.getcollate.io/connectors/messaging/kinesis/index.md): Connect Amazon Kinesis to Collate with our comprehensive connector guide. Set up real-time streaming data ingestion and metadata extraction easily. - [Kinesis Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/messaging/kinesis/troubleshooting.md): Troubleshoot Kinesis ingestion for event dropouts, schema mapping issues, or stream configuration errors. - [Redpanda Connector | Collate Messaging Services](https://docs.getcollate.io/connectors/messaging/redpanda/hybrid-runner.md): Connect Collate to Redpanda with our official messaging connector. Stream metadata, automate discovery, and integrate your Kafka-compatible platform seamlessly. - [Redpanda Connector | Collate Messaging Services](https://docs.getcollate.io/connectors/messaging/redpanda/index.md): Connect Collate to Redpanda with our official messaging connector. Stream metadata, automate discovery, and integrate your Kafka-compatible platform seamlessly. - [Redpanda Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/messaging/redpanda/troubleshooting.md): Troubleshoot Redpanda ingestion errors including topic not found, schema mismatch, or token failures. - [Alation Connector | Official Documentation](https://docs.getcollate.io/connectors/metadata/alation/hybrid-runner.md): Connect Alation to Collate seamlessly with our comprehensive connector guide. Learn setup, configuration, and metadata synchronization steps. - [Alation Connector | Official Documentation](https://docs.getcollate.io/connectors/metadata/alation/index.md): Connect Alation to Collate seamlessly with our comprehensive connector guide. Learn setup, configuration, and metadata synchronization steps. - [Alation Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/metadata/alation/troubleshooting.md): Resolve metadata sync issues in Alation connector, including authentication errors, sync gaps, and asset duplication. - [Alation Sink | Collate Metadata Integration](https://docs.getcollate.io/connectors/metadata/alationsink/hybrid-runner.md): Connect Alation to Collate seamlessly with our AlationSink connector. Complete setup guide, configuration steps, and metadata sync instructions. - [Alation Sink | Collate Metadata Integration](https://docs.getcollate.io/connectors/metadata/alationsink/index.md): Connect Alation to Collate seamlessly with our AlationSink connector. Complete setup guide, configuration steps, and metadata sync instructions. - [Alation Sink Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/metadata/alationsink/troubleshooting.md): Troubleshoot AlationSink connector for pushback failures, API errors, or term mismatch. - [Amundsen Connector | Collate Metadata Services](https://docs.getcollate.io/connectors/metadata/amundsen/hybrid-runner.md): Connect Amundsen to Collate effortlessly with our comprehensive connector guide. Step-by-step setup, configuration tips, and metadata integration instructions. - [Amundsen Connector | Collate Metadata Services](https://docs.getcollate.io/connectors/metadata/amundsen/index.md): Connect Amundsen to Collate effortlessly with our comprehensive connector guide. Step-by-step setup, configuration tips, and metadata integration instructions. - [Amundsen Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/metadata/amundsen/troubleshooting.md) - [Atlas Connector | Collate Metadata Integration](https://docs.getcollate.io/connectors/metadata/atlas/hybrid-runner.md): Connect Apache Atlas to Collate seamlessly. Complete setup guide, configuration steps, and best practices for Atlas metadata connector integration. - [Atlas Connector | Collate Metadata Integration](https://docs.getcollate.io/connectors/metadata/atlas/index.md): Connect Apache Atlas to Collate seamlessly. Complete setup guide, configuration steps, and best practices for Atlas metadata connector integration. - [Atlas Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/metadata/atlas/troubleshooting.md) - [Collibra Connector | Official Documentation](https://docs.getcollate.io/connectors/metadata/collibra/hybrid-runner.md): Connect Collibra to OpenMetadata seamlessly with our comprehensive connector guide. Learn setup, configuration, and metadata synchronization steps. - [Collibra Connector | Official Documentation](https://docs.getcollate.io/connectors/metadata/collibra/index.md): Connect Collibra to OpenMetadata seamlessly with our comprehensive connector guide. Learn setup, configuration, and metadata synchronization steps. - [Collibra Connector Troubleshooting Guide](https://docs.getcollate.io/connectors/metadata/collibra/troubleshooting.md): Troubleshoot Collibra connector for pushback failures, API errors, or term mismatch. - [Metadata Services | Collate Integration Overview](https://docs.getcollate.io/connectors/metadata/index.md): Browse all metadata connectors supported for ingestion, governance, and classification workflows. - [ML Model Services | Collate Machine Learning Guide](https://docs.getcollate.io/connectors/ml-model/index.md): Explore supported ML model metadata connectors including MLflow, SageMaker, and VertexAI. - [MLflow Hybrid Runner | Collate ML Model Integration](https://docs.getcollate.io/connectors/ml-model/mlflow/hybrid-runner.md): Connect MLflow to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [MLflow Connector | Collate ML Model Integration](https://docs.getcollate.io/connectors/ml-model/mlflow/index.md): Connect MLflow to Collate seamlessly with our comprehensive connector guide. Learn setup, configuration, and ML model metadata integration in minutes. - [MLflow Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/ml-model/mlflow/troubleshooting.md): Troubleshoot MLflow connector issues like access failure, tag mismatch, or lineage missing. - [Sagemaker Hybrid Runner | Collate ML Model Services](https://docs.getcollate.io/connectors/ml-model/sagemaker/hybrid-runner.md): Connect your AWS SageMaker ML models to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Sagemaker Connector | Collate ML Model Services](https://docs.getcollate.io/connectors/ml-model/sagemaker/index.md): Connect your AWS SageMaker ML models to Collate for complete model lineage, metadata management, and data governance. Easy setup guide included. - [Sagemaker Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/ml-model/sagemaker/troubleshooting.md): Troubleshoot SageMaker integration issues such as API failures, metadata gaps, or IAM permission conflicts. - [Vertexai Hybrid Runner | Official Docs](https://docs.getcollate.io/connectors/ml-model/vertexai/hybrid-runner.md): Connect VertexAI to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Vertexai | Official Docs](https://docs.getcollate.io/connectors/ml-model/vertexai/index.md): Get started with vertexai. Setup instructions, features, and configuration details inside. - [VertexAI Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/ml-model/vertexai/troubleshooting.md): Troubleshoot VertexAI ingestion for ML models, deployments, or lineage gaps in pipeline tracking. - [Airbyte Hybrid Runner | Collate Pipeline Integration](https://docs.getcollate.io/connectors/pipeline/airbyte/hybrid-runner.md): Connect Airbyte to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Airbyte Connector | Collate Pipeline Integration](https://docs.getcollate.io/connectors/pipeline/airbyte/index.md): Connect Airbyte data pipelines to Collate for comprehensive data lineage tracking, metadata discovery, and pipeline monitoring. Setup guide included. - [Airbyte Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/airbyte/troubleshooting.md): Troubleshoot Airbyte connector ingestion issues like config errors, job failures, or schema mismatch. - [Configuring DAG Lineage in Airflow | Collate Integration](https://docs.getcollate.io/connectors/pipeline/airflow/configuring-lineage.md): Learn how to configure DAG lineage in Airflow using inlets and outlets. Supports tables, dashboards, pipelines, and more with or without ingestion packages. - [Extract Metadata from GCP Composer](https://docs.getcollate.io/connectors/pipeline/airflow/gcp-composer.md) - [Airflow Hybrid Runner | Collate Workflow Orchestration](https://docs.getcollate.io/connectors/pipeline/airflow/hybrid-runner.md): Connect Apache Airflow to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Airflow Connector | Collate Workflow Orchestration](https://docs.getcollate.io/connectors/pipeline/airflow/index.md): Connect Apache Airflow to Collate effortlessly. Complete setup guide, configuration steps, and pipeline metadata extraction for seamless data lineage tracking. - [Airflow Lineage Backend | Official Documentation](https://docs.getcollate.io/connectors/pipeline/airflow/lineage-backend.md): Integrate Airflow lineage backend to capture runtime metadata and execution traces for DAGs and tasks. - [Airflow Lineage Operator](https://docs.getcollate.io/connectors/pipeline/airflow/lineage-operator.md) - [Extract MWAA Metadata](https://docs.getcollate.io/connectors/pipeline/airflow/mwaa.md) - [Airflow REST API Connection | Authentication & OpenLineage Setup](https://docs.getcollate.io/connectors/pipeline/airflow/rest-api-connection.md): Complete guide to connecting Collate to Airflow via the REST API — covers Basic Auth, Astronomer Access Token, GCP Service Account, and Amazon MWAA, plus OpenLineage configuration for each deployment type. - [Airflow Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/airflow/troubleshooting.md): Resolve Airflow pipeline connector issues with Collate's comprehensive troubleshooting guide. Fix common errors, debug connections & optimize workflows. - [Dagster Hybrid Runner | Collate Pipeline Integration](https://docs.getcollate.io/connectors/pipeline/dagster/hybrid-runner.md): Connect Dagster to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Dagster Connector | Collate Pipeline Integration](https://docs.getcollate.io/connectors/pipeline/dagster/index.md): Connect Dagster pipelines to Collate with our comprehensive integration guide. Learn setup, configuration, and metadata extraction in minutes. - [Dagster Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/dagster/troubleshooting.md): Resolve Dagster pipeline ingestion issues such as metadata gaps, API rate-limits, or project config errors. - [Databricks Pipeline Hybrid Runner | Collate Integration Guide](https://docs.getcollate.io/connectors/pipeline/databricks-pipeline/hybrid-runner.md): Configure metadata ingestion from Databricks pipelines for job flows, dependencies, and structured datasets using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Databricks Pipeline | Collate Integration Guide](https://docs.getcollate.io/connectors/pipeline/databricks-pipeline/index.md): Configure metadata ingestion from Databricks pipelines for job flows, dependencies, and structured datasets. - [Databricks Pipeline Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/databricks-pipeline/troubleshooting.md): Resolve Databricks pipeline ingestion issues with steps for connection validation, credential checks, and YAML config review. - [Datafactory Hybrid Runner | Official Documentation](https://docs.getcollate.io/connectors/pipeline/datafactory/hybrid-runner.md): Get started with datafactory using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. Setup instructions, features, and configuration details inside. - [Datafactory | Official Documentation](https://docs.getcollate.io/connectors/pipeline/datafactory/index.md): Get started with datafactory. Setup instructions, features, and configuration details inside. - [Azure Data Factory Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/datafactory/troubleshooting.md): Fix Azure Data Factory ingestion problems like connection errors, metadata loss, or unsupported activity types. - [dbt Cloud Connector Hybrid Runner | Collate Pipeline Integration](https://docs.getcollate.io/connectors/pipeline/dbtcloud/hybrid-runner.md): Connect dbt Cloud to Collate with our comprehensive pipeline connector guide using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. Setup instructions, configuration examples, and troubleshooting tips. - [dbt Cloud Connector | Collate Pipeline Integration](https://docs.getcollate.io/connectors/pipeline/dbtcloud/index.md): Connect dbt Cloud to Collate with our comprehensive pipeline connector guide. Setup instructions, configuration examples, and troubleshooting tips. - [dbt Cloud Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/dbtcloud/troubleshooting.md): Troubleshoot dbt Cloud ingestion for API errors, job sync issues, or metadata gaps. - [Domo Pipeline Hybrid Runner | Collate Data Pipeline Services](https://docs.getcollate.io/connectors/pipeline/domo-pipeline/hybrid-runner.md): Ingest metadata from Domo pipelines to capture ETL flows and integrate with governance and reporting tools using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Domo Pipeline | Collate Data Pipeline Services](https://docs.getcollate.io/connectors/pipeline/domo-pipeline/index.md): Ingest metadata from Domo pipelines to capture ETL flows and integrate with governance and reporting tools. - [Domo-Pipeline Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/domo-pipeline/troubleshooting.md): Resolve common ingestion problems in Domo pipeline integration, including data mapping issues and execution breakdowns. - [Fivetran Connector Hybrid Runner | Collate Data Integration](https://docs.getcollate.io/connectors/pipeline/fivetran/hybrid-runner.md): Connect Fivetran pipelines to Collate for automated data lineage tracking, metadata discovery, and comprehensive pipeline monitoring and governance using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Fivetran Connector | Collate Data Integration](https://docs.getcollate.io/connectors/pipeline/fivetran/index.md): Connect Fivetran pipelines to Collate for automated data lineage tracking, metadata discovery, and comprehensive pipeline monitoring and governance. - [Fivetran Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/fivetran/troubleshooting.md): Troubleshoot Fivetran ingestion failures like token mismatch, connector errors, or sync failures. - [Apache Flink Connector Hybrid Runner | Collate Streaming Guide](https://docs.getcollate.io/connectors/pipeline/flink/hybrid-runner.md): Connect Apache Flink pipelines to Collate with our comprehensive connector guide using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. Step-by-step setup, configuration, and metadata extraction instructions. - [Apache Flink Connector | Collate Streaming Guide](https://docs.getcollate.io/connectors/pipeline/flink/index.md): Connect Apache Flink pipelines to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction instructions. - [Apache Flink Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/flink/troubleshooting.md): Troubleshoot Flink ingestion including access errors, execution issues, or job metadata gaps in streaming pipelines. - [Glue Pipeline Hybrid Runner | Collate Data Integration Pipeline](https://docs.getcollate.io/connectors/pipeline/glue-pipeline/hybrid-runner.md): Set up metadata ingestion from Glue pipelines to track source-to-target flows, logic, and job parameters using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Glue Pipeline | Collate Data Integration Pipeline](https://docs.getcollate.io/connectors/pipeline/glue-pipeline/index.md): Set up metadata ingestion from Glue pipelines to track source-to-target flows, logic, and job parameters. - [Glue Pipeline Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/glue-pipeline/troubleshooting.md): Troubleshoot Glue pipeline issues by identifying common setup errors, validation failures, and runtime inconsistencies in ingestion workflows. - [Pipeline Services | Collate Data Pipeline Guide](https://docs.getcollate.io/connectors/pipeline/index.md): Browse pipeline connectors including Airflow, Flink, NiFi, and more to ingest lineage metadata. - [KafkaConnect Hybrid Runner | Collate Messaging Pipeline Connector](https://docs.getcollate.io/connectors/pipeline/kafkaconnect/hybrid-runner.md): Configure Kafka Connect for metadata ingestion from real-time event streams, schema updates, and topic usage using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [KafkaConnect | Collate Messaging Pipeline Connector](https://docs.getcollate.io/connectors/pipeline/kafkaconnect/index.md): Configure Kafka Connect for metadata ingestion from real-time event streams, schema updates, and topic usage. - [KafkaConnect Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/kafkaconnect/troubleshooting.md) - [AWS Kinesis Firehose Hybrid Runner | Official Documentation](https://docs.getcollate.io/connectors/pipeline/kinesis-firehose/hybrid-runner.md): Ingest AWS Kinesis Firehose pipeline metadata to track data delivery streams and manage operational lineage using the Hybrid Runner. - [AWS Kinesis Firehose Connector | Official Documentation](https://docs.getcollate.io/connectors/pipeline/kinesis-firehose/index.md): Ingest AWS Kinesis Firehose pipeline metadata to track data delivery streams and manage operational lineage. - [AWS Kinesis Firehose Connector Troubleshooting Guide | OpenMetadata Support](https://docs.getcollate.io/connectors/pipeline/kinesis-firehose/troubleshooting.md): Fix AWS Kinesis Firehose ingestion errors such as authentication failures, permission issues, or missing delivery stream details. - [Matillion Hybrid Runner | Official Documentation](https://docs.getcollate.io/connectors/pipeline/matillion/hybrid-runner.md): Get started with matillion. Setup instructions, features, and configuration details inside. - [Matillion | Official Documentation](https://docs.getcollate.io/connectors/pipeline/matillion/index.md): Get started with matillion. Setup instructions, features, and configuration details inside. - [KafkaConnect Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/matillion/troubleshooting.md): Troubleshoot Matillion ingestion failures like access denial, API error, or DAG metadata mismatch. - [Microsoft Fabric Pipeline Hybrid Runner | Collate Pipeline Guide](https://docs.getcollate.io/connectors/pipeline/microsoftfabricpipeline/hybrid-runner.md): Connect Microsoft Fabric Data Factory pipelines to Collate with our comprehensive pipeline connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [Microsoft Fabric Pipeline Connector | Collate Pipeline Guide](https://docs.getcollate.io/connectors/pipeline/microsoftfabricpipeline/index.md): Connect Microsoft Fabric Data Factory pipelines to Collate with our comprehensive pipeline connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [Microsoft Fabric Pipeline Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/microsoftfabricpipeline/troubleshooting.md): Fix Microsoft Fabric pipeline connector issues fast with Collate's troubleshooting guide. Get solutions for common problems, error codes, and connection failures. - [Mulesoft Hybrid Runner | Collate Anypoint Platform Guide](https://docs.getcollate.io/connectors/pipeline/mulesoft/hybrid-runner.md): Connect Mulesoft Anypoint Platform to Collate with our comprehensive pipeline connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [Mulesoft Connector | Collate Anypoint Platform Guide](https://docs.getcollate.io/connectors/pipeline/mulesoft/index.md): Connect Mulesoft Anypoint Platform to Collate with our comprehensive pipeline connector guide. Step-by-step setup, configuration, and metadata extraction for seamless integration. - [MuleSoft Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/mulesoft/troubleshooting.md): Troubleshoot MuleSoft ingestion failures like access denial, API error, or DAG metadata mismatch. - [Nifi Hybrid Runner | Collate Data Pipeline Integration](https://docs.getcollate.io/connectors/pipeline/nifi/hybrid-runner.md): Connect Apache NiFi to Collate seamlessly. Complete setup guide for NiFi pipeline connector with step-by-step configuration and metadata extraction. - [Nifi Connector | Collate Data Pipeline Integration](https://docs.getcollate.io/connectors/pipeline/nifi/index.md): Connect Apache NiFi to Collate seamlessly. Complete setup guide for NiFi pipeline connector with step-by-step configuration and metadata extraction. - [Nifi Connector Troubleshooting | Official Documentation](https://docs.getcollate.io/connectors/pipeline/nifi/troubleshooting.md): Troubleshoot NiFi ingestion problems including access errors, broken links, and metadata gaps in pipeline syncs. - [OpenLineage Hybrid Runner | Collate Data Lineage Pipeline](https://docs.getcollate.io/connectors/pipeline/openlineage/hybrid-runner.md): Connect your data pipelines with Collate'sOpenLineage connector. Track data lineage, monitor pipeline metadata, and gain end-to-end visibility. - [OpenLineage | Collate Data Lineage Pipeline](https://docs.getcollate.io/connectors/pipeline/openlineage/index.md): Connect your data pipelines with Collate's OpenLineage connector. Track data lineage, monitor pipeline metadata, and gain end-to-end visibility. - [OpenLineage Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/openlineage/troubleshooting.md): Resolve OpenLineage pipeline sync issues caused by execution trace mismatches or metadata inconsistency. - [Snowplow Hybrid Runner | Collate Pipeline Metadata](https://docs.getcollate.io/connectors/pipeline/snowplow/hybrid-runner.md): Configure and schedule Snowplow metadata ingestion to track pipelines, lineage, and statuses. Supports BDP and Community deployments with flexible setup. - [Snowplow Connector for Pipeline Metadata | Collate](https://docs.getcollate.io/connectors/pipeline/snowplow/index.md) - [Snowplow Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/snowplow/troubleshooting.md): Resolve Snowplow pipeline sync issues caused by execution trace mismatches or metadata inconsistency. - [Spline Hybrid Runner | Collate Data Lineage Integration](https://docs.getcollate.io/connectors/pipeline/spline/hybrid-runner.md): Connect Spline data lineage to Collate with our pipeline connector. Track data flow, automate metadata ingestion, and enhance governance seamlessly. - [Spline Connector | Collate Data Lineage Integration](https://docs.getcollate.io/connectors/pipeline/spline/index.md): Connect Spline data lineage to Collate with our pipeline connector. Track data flow, automate metadata ingestion, and enhance governance seamlessly. - [Spline Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/spline/troubleshooting.md): Troubleshoot Spline ingestion failures such as missing lineage graph, metadata gaps, or Spark incompatibilities. - [SSIS Hybrid Runner](https://docs.getcollate.io/connectors/pipeline/ssis/hybrid-runner.md): Ingest SSIS pipeline metadata, pipeline status, and lineage using the Hybrid Runner. - [SSIS](https://docs.getcollate.io/connectors/pipeline/ssis/index.md) - [SSIS Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/ssis/troubleshooting.md) - [Stitch Hybrid Runner | Official Documentation](https://docs.getcollate.io/connectors/pipeline/stitch/hybrid-runner.md): Ingest Stitch pipeline metadata to track transformation flow and manage operational lineage. - [Stitch Connector | Official Documentation](https://docs.getcollate.io/connectors/pipeline/stitch/index.md): Ingest Stitch pipeline metadata to track transformation flow and manage operational lineage. - [Stitch Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/stitch/troubleshooting.md): Fix Stitch ingestion errors such as connector load failures, sync interruptions, or missing pipeline details. - [Wherescape Hybrid Runner | Official Documentation](https://docs.getcollate.io/connectors/pipeline/wherescape/hybrid-runner.md): Ingest metadata from WhereScape pipelines including task details, schedules, and lineage paths. - [Wherescape Connector | Official Documentation](https://docs.getcollate.io/connectors/pipeline/wherescape/index.md): Ingest metadata from WhereScape pipelines including task details, schedules, and lineage paths. - [Wherescape Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/pipeline/wherescape/troubleshooting.md): Troubleshoot WhereScape integration problems such as job fetch errors, schema mismatches, or missing lineage. - [Elasticsearch Hybrid Runner | Collate Search Services](https://docs.getcollate.io/connectors/search/elasticsearch/hybrid-runner.md): Connect Elasticsearch to Collate using the Hybrid Runner. Deploy the ingestion agent in your environment for secure, private network metadata extraction. - [Elasticsearch Connector | Collate Search Services](https://docs.getcollate.io/connectors/search/elasticsearch/index.md): Connect Elasticsearch to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and integration instructions for seamless search. - [Elasticsearch Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/search/elasticsearch/troubleshooting.md): Resolve Elasticsearch ingestion issues like index not found, mapping mismatches, or API call failures. - [Search Services | Collate Search Integration Guide](https://docs.getcollate.io/connectors/search/index.md): Learn how search connectors work, enabling full-text indexing and discovery across all ingested metadata. - [OpenSearch Connector | Collate Search Integration (Hybrid Runner)](https://docs.getcollate.io/connectors/search/opensearch/hybrid-runner.md): Connect Collate to OpenSearch with our comprehensive connector guide. Setup instructions, configuration options, and troubleshooting tips included. - [OpenSearch Connector | Collate Search Integration](https://docs.getcollate.io/connectors/search/opensearch/index.md): Connect Collate to OpenSearch with our comprehensive connector guide. Setup instructions, configuration options, and troubleshooting tips included. - [OpenSearch Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/search/opensearch/troubleshooting.md): Troubleshoot OpenSearch ingestion issues like authentication failures, index access errors, or search gaps. - [Security Service Connectors](https://docs.getcollate.io/connectors/security/index.md) - [Apache Ranger (Hybrid Runner)](https://docs.getcollate.io/connectors/security/ranger/hybrid-runner.md) - [Apache Ranger](https://docs.getcollate.io/connectors/security/ranger/index.md) - [Ranger Troubleshooting](https://docs.getcollate.io/connectors/security/ranger/troubleshooting.md) - [ADLS | Official Documentation (Hybrid Runner)](https://docs.getcollate.io/connectors/storage/adls/hybrid-runner.md): Connect Azure Data Lake Storage to Collate with our comprehensive ADLS connector guide. Setup instructions, configuration, and metadata extraction. - [ADLS | Official Documentation](https://docs.getcollate.io/connectors/storage/adls/index.md): Connect Azure Data Lake Storage to Collate with our comprehensive ADLS connector guide. Setup instructions, configuration, and metadata extraction. - [ADLS Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/storage/adls/troubleshooting.md): Troubleshoot ADLS ingestion errors like token expiration, file access denials, or metadata extraction issues. - [GCS Storage | Collate Cloud Storage Integration (Hybrid Runner)](https://docs.getcollate.io/connectors/storage/gcs/hybrid-runner.md): Connect Collate to Google Cloud Storage with our comprehensive GCS connector guide. Setup instructions, configuration options, and best practices included. - [GCS Storage | Collate Cloud Storage Integration](https://docs.getcollate.io/connectors/storage/gcs/index.md): Connect Collate to Google Cloud Storage with our comprehensive GCS connector guide. Setup instructions, configuration options, and best practices included. - [GCS Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/storage/gcs/troubleshooting.md): Troubleshoot GCS storage ingestion issues like API failures, object not found, or token issues. - [Storage Services | Collate Cloud Storage Guide](https://docs.getcollate.io/connectors/storage/index.md) - [S3 Storage | Collate Cloud Storage Integration (Hybrid Runner)](https://docs.getcollate.io/connectors/storage/s3/hybrid-runner.md): Connect your S3 storage to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction for AWS S3. - [S3 Storage | Collate Cloud Storage Integration](https://docs.getcollate.io/connectors/storage/s3/index.md): Connect your S3 storage to Collate with our comprehensive connector guide. Step-by-step setup, configuration, and metadata extraction for AWS S3. - [S3 Storage Connector Troubleshooting Guide | Collate Support](https://docs.getcollate.io/connectors/storage/s3/troubleshooting.md): Troubleshoot S3 ingestion problems such as bucket not found, denied access, or format incompatibility. - [Hybrid Ingestion Runner | Secure Metadata Workflows in Your Cloud](https://docs.getcollate.io/getting-started/day-1/hybrid-saas/index.md): Learn to configure and manage Hybrid Ingestion Runner to securely execute workflows in your cloud using AWS, Azure, or GCP secrets-without exposing credentials. - [ocal Ingestion Runner | Secure Metadata Ingestion for Collate](https://docs.getcollate.io/getting-started/day-1/hybrid-saas/local-ingestion-agent.md): Learn how to securely ingest metadata using the Collate Ingestion Agent in your own infrastructure. Ideal for private networks and hybrid SaaS setups. - [Day 1 Setup Guide | Connect, Ingest & Collaborate in Collate](https://docs.getcollate.io/getting-started/day-1/index.md): Start your Collate journey by connecting data sources, ingesting metadata, inviting users, and exploring key features. Everything you need for Day 1. - [Getting Started with Collate | Setup & Onboarding Guide](https://docs.getcollate.io/getting-started/index.md): Quickly set up your Collate environment in 30 minutes. Learn how to connect data sources, explore features, and begin your onboarding journey. - [Autopilot Application](https://docs.getcollate.io/how-to-guides/admin-guide/applications/autopilot.md) - [Data Retention Application](https://docs.getcollate.io/how-to-guides/admin-guide/applications/data-retention.md) - [Collate Applications](https://docs.getcollate.io/how-to-guides/admin-guide/applications/index.md) - [Metadata Exporter Application](https://docs.getcollate.io/how-to-guides/admin-guide/applications/metadata-exporter.md) - [Query Runner Application for SQL Studio](https://docs.getcollate.io/how-to-guides/admin-guide/applications/query-runner.md): Install the Query Runner application to enable SQL Studio - execute SQL queries directly against database services from within Collate. - [Reverse Metadata Application | Collate Docs](https://docs.getcollate.io/how-to-guides/admin-guide/applications/reverse-metadata.md): Learn how reverse metadata application helps enrich data assets by tracing lineage, usage context, and relationships within complex ecosystems. - [Audit Logs | Collate Admin Guide](https://docs.getcollate.io/how-to-guides/admin-guide/audit-logs/index.md): Track and monitor user actions, entity updates, and platform activities with comprehensive audit logs for governance and compliance - [How To Run Ingestion Pipeline Via CLI with Basic Auth](https://docs.getcollate.io/how-to-guides/admin-guide/cli-ingestion-with-basic-auth.md) - [Resolving Data Insights and KPI Display Issues in Collate](https://docs.getcollate.io/how-to-guides/admin-guide/data-insights.md) - [How to Delete a Service Connection | Official Documentation](https://docs.getcollate.io/how-to-guides/admin-guide/delete-service-connection.md): Delete a service connection safely to revoke platform integrations while maintaining metadata integrity and system consistency. - [How to Change the Login Page & Nav Bar Logo and Favicon](https://docs.getcollate.io/how-to-guides/admin-guide/how-to-add-custom-logo.md) - [How to Configure SSO in UI | Official Documentation](https://docs.getcollate.io/how-to-guides/admin-guide/how-to-configure-sso-in-ui.md): Configure SSO in the UI with step-by-step guidance for public and confidential clients. Learn setup, mapping, security options, and troubleshooting tips. - [How to Ingest Metadata | Official Documentation](https://docs.getcollate.io/how-to-guides/admin-guide/how-to-ingest-metadata.md): Learn how to ingest metadata using connectors for databases, pipelines, dashboards, and storage systems. - [Admin Guide | Collate Administration Documentation](https://docs.getcollate.io/how-to-guides/admin-guide/index.md): Browse all administrative how-to guides for onboarding, team management, and policy creation. - [Permission Debugger | Analyze and Troubleshoot User Access](https://docs.getcollate.io/how-to-guides/admin-guide/permission-debugger.md): Use the Permission Debugger to simulate permission checks, verify policies, and troubleshoot user access issues across roles, teams, and resources. - [Customizable Landing Page with Pluggable Panels](https://docs.getcollate.io/how-to-guides/admin-guide/persona-landing-page-customization/customizable-landing-page.md) - [How to Define Personas in Collate](https://docs.getcollate.io/how-to-guides/admin-guide/persona-landing-page-customization/defining-persona.md) - [Persona and Landing Page Customization in Collate](https://docs.getcollate.io/how-to-guides/admin-guide/persona-landing-page-customization/index.md) - [Persona Configuration and Precedence | Collate Admin Guide](https://docs.getcollate.io/how-to-guides/admin-guide/persona-landing-page-customization/persona-configuration-and-precedence.md): Learn how to configure and manage Persona precedence at user and organizational levels in Collate - [Reindexing Search](https://docs.getcollate.io/how-to-guides/admin-guide/reindexing-search.md) - [Building Blocks of Authorization - Rules, Policies, and Roles](https://docs.getcollate.io/how-to-guides/admin-guide/roles-policies/authorization.md): Understand authorization policies to manage read, write, and discover permissions for users and service accounts. - [Advanced Guide for Roles and Policies](https://docs.getcollate.io/how-to-guides/admin-guide/roles-policies/index.md): Manage roles and policies to control permissions, ownership, and governance enforcement. - [Use Cases - Creating Roles & Policies in Collate](https://docs.getcollate.io/how-to-guides/admin-guide/roles-policies/use-cases.md): Review real-world role-based access use cases for securing metadata access across teams, departments, and personas. - [Search Configuration Settings for Relevance, Ranking, and Field Boosting](https://docs.getcollate.io/how-to-guides/admin-guide/search-configuration-settings.md): Detailed guide on customizing search relevance and behavior across a platform, including global rules, term boosting, field weighting, and asset-specific configurations. - [How to Add a Team | Collate Admin Guide](https://docs.getcollate.io/how-to-guides/admin-guide/teams-and-users/add-team.md): Learn how to create a team in Collate and choose the right team type for your organization. - [How to Add Users to Teams](https://docs.getcollate.io/how-to-guides/admin-guide/teams-and-users/add-users.md) - [How to Change the Team Type | Official Documentation](https://docs.getcollate.io/how-to-guides/admin-guide/teams-and-users/change-team-type.md): Learn how to change team types to modify access levels and permissions for improved role-based collaboration and enterprise access control. - [How to Invite Users to Collate](https://docs.getcollate.io/how-to-guides/admin-guide/teams-and-users/invite-users.md): Invite users and configure their team access using email, domain patterns, or integrations with your identity platform. - [SCIM Provisioning Guide](https://docs.getcollate.io/how-to-guides/admin-guide/teams-and-users/scim-provisioning.md) - [Team Structure in Collate | Official Documentation](https://docs.getcollate.io/how-to-guides/admin-guide/teams-and-users/team-structure-openmetadata.md): Understand team structure setup to align users, roles, and permissions in a way that supports secure and scalable collaboration. - [How to Grant Temporary Access to Collate Support Team Members](https://docs.getcollate.io/how-to-guides/collate-customer-support/grant-access.md): Grant temporary access to customer support team members in Collate, including external email setup and SSO domain settings. - [Collate Support Guides | Tickets & User Management](https://docs.getcollate.io/how-to-guides/collate-customer-support/index.md): Explore Collate Support Guides to learn how to open support tickets, manage users, assign roles, and control access in the Collate Portal. - [How to Manage Users from the Collate Support Portal](https://docs.getcollate.io/how-to-guides/collate-customer-support/manage-users.md): Guide for Collate admins to manage users, assign roles, and control access within the Collate Support Portal. - [How to Open a Support Ticket with Collate](https://docs.getcollate.io/how-to-guides/collate-customer-support/open-ticket.md): Learn how to open a Collate support ticket via Slack, portal, or email to report bugs, request features, or ask product questions. - [Understanding Activity Feeds | Official Documentation](https://docs.getcollate.io/how-to-guides/data-collaboration/activity-feeds.md): Monitor all activity feeds to stay informed about changes in ownership, usage, classification, or quality events. - [How to Create an Announcement](https://docs.getcollate.io/how-to-guides/data-collaboration/add-announcement.md): Add announcements to asset pages to communicate updates, ownership changes, or data quality notes to users. - [Overview of Announcements | Official Documentation](https://docs.getcollate.io/how-to-guides/data-collaboration/announcements.md): Post platform-wide announcements to share important data updates, outages, or governance messages with teams. - [Conversation Threads | Collate Collaboration Guide](https://docs.getcollate.io/how-to-guides/data-collaboration/conversation.md): Participate in conversations directly on data assets to resolve questions, clarify context, or suggest updates. - [Data Collaboration | Collate Collaboration Features](https://docs.getcollate.io/how-to-guides/data-collaboration/index.md): Enable data collaboration through announcements, conversations, tags, and task workflows across teams. - [Overview of Knowledge Center](https://docs.getcollate.io/how-to-guides/data-collaboration/knowledge-center.md) - [Request for Description | Official Documentation](https://docs.getcollate.io/how-to-guides/data-collaboration/request-description.md): Request missing descriptions for datasets, dashboards, or pipelines to improve documentation and usability. - [How to Request for Tags](https://docs.getcollate.io/how-to-guides/data-collaboration/request-tags.md): Use tag requests to suggest relevant labels for data assets and improve discoverability through collaborative tagging. - [Create Tasks | Collate Collaboration Workflow](https://docs.getcollate.io/how-to-guides/data-collaboration/tasks.md): Manage data collaboration tasks directly within the platform to assign ownership, review status, and track activity. - [Creating Data Contracts | Collate Data Contracts Guide](https://docs.getcollate.io/how-to-guides/data-contracts/create.md): Create open-source data contracts directly in the Collate UI - [Data Contracts | Collate Data Contracts](https://docs.getcollate.io/how-to-guides/data-contracts/index.md): Step-by-step guidance for data contracts using Collate. Learn key actions, features, and best practices. - [Creating Data Contracts | Collate Data Contracts Guide](https://docs.getcollate.io/how-to-guides/data-contracts/spec.md): Create open-source data contracts directly in the Collate UI - [Add Complex Queries using Advanced Search](https://docs.getcollate.io/how-to-guides/data-discovery/advanced.md): Use advanced search and filtering to discover data across sources, owners, and business domains with high precision. - [Bulk Upload Data Assets with CSV in Collate](https://docs.getcollate.io/how-to-guides/data-discovery/bulk-upload.md): Save time by importing or updating multiple data assets via CSV. Validate and edit inline before finalizing bulk uploads in Collate. - [Viewing Activity Feeds and Managing Tasks](https://docs.getcollate.io/how-to-guides/data-discovery/collate-extension/activity-feeds.md) - [Collate Chrome Extension – Access Metadata in Your Workspace](https://docs.getcollate.io/how-to-guides/data-discovery/collate-extension/index.md): Use the Collate Chrome extension to view activity feeds, resolve tasks, and search data assets without leaving your browser workspace. - [Looking Up Data Assets and Accessing Details](https://docs.getcollate.io/how-to-guides/data-discovery/collate-extension/looking-up.md) - [View tasks & add comment directly from the extension](https://docs.getcollate.io/how-to-guides/data-discovery/collate-extension/viewing-tasks.md) - [Detailed View of the Data Assets](https://docs.getcollate.io/how-to-guides/data-discovery/details.md): Dive into dataset details including lineage, profiling, ownership, and glossary context for complete understanding. - [How to Discover Assets of Interest](https://docs.getcollate.io/how-to-guides/data-discovery/discover.md): Discover datasets using advanced filters, tagging, and popularity metrics to find what matters most to your work. - [Collate ER Diagrams | Visualize Data Relationships](https://docs.getcollate.io/how-to-guides/data-discovery/er-diagrams.md) - [Bulk Export Data Assets via CSV in Collate](https://docs.getcollate.io/how-to-guides/data-discovery/export.md): Learn to bulk export database services, databases, schemas, and tables in Collate as CSV files using the UI or API. - [Guide to Searching Data Using Hierarchical View](https://docs.getcollate.io/how-to-guides/data-discovery/hierarchy.md): Learn to navigate and search data with the Hierarchical View in Collate. Expand layers, explore relationships, and access detailed asset information easily. - [Bulk Import Data Assets via CSV in Collate](https://docs.getcollate.io/how-to-guides/data-discovery/import.md): Learn to bulk import databases, schemas, and tables in Collate using CSV files. Edit inline, validate changes, and import via UI or API. - [Data Discovery | Collate How-To Guide](https://docs.getcollate.io/how-to-guides/data-discovery/index.md): Step-by-step guidance for data discovery using Collate. Learn key actions, features, and best practices. - [Get a Quick Glance of the Data Assets](https://docs.getcollate.io/how-to-guides/data-discovery/preview.md): Instantly preview data assets with inline metadata, sample rows, schema details, tags, and quality metrics—without leaving the Explore page. - [Managing and Editing Table Constraint in Collate](https://docs.getcollate.io/how-to-guides/data-discovery/table-constraint.md): Learn how to view, edit, and manage table constraints in Collate to track relationships, enhance lineage, and support data governance. - [Troubleshooting for Import-Export issue](https://docs.getcollate.io/how-to-guides/data-discovery/troubleshooting.md): Resolve glossary CSV export failures in Collate by checking proxy settings, enabling WebSockets, and verifying real-time connectivity. - [Collate Automations Documentation](https://docs.getcollate.io/how-to-guides/data-governance/automation/index.md) - [How to Set Up Automations in Collate](https://docs.getcollate.io/how-to-guides/data-governance/automation/set-up-automation.md) - [How to Classify Data Assets | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/classification/assets.md): Manage classification of assets such as tables and dashboards to enhance discoverability, quality, and trust in your data. - [Auto Pii Tagging Guide | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/classification/auto-classification/auto-pii-tagging.md): Automatically tag personally identifiable information (PII) in your datasets to support data classification, compliance, and privacy enforcement. - [External Storage for Sample Data](https://docs.getcollate.io/how-to-guides/data-governance/classification/auto-classification/external-sample-data.md) - [External Auto Classification Workflow](https://docs.getcollate.io/how-to-guides/data-governance/classification/auto-classification/external-workflow.md) - [Tag Feedback & Approval | Collate Documentation](https://docs.getcollate.io/how-to-guides/data-governance/classification/auto-classification/feedback.md): Report false positives on auto-applied tags and manage approval workflows to continuously improve classification accuracy. - [Auto-Classification in Collate](https://docs.getcollate.io/how-to-guides/data-governance/classification/auto-classification/index.md): Learn how to set up automatic data classification in Collate to streamline data governance and ensure consistent tagging across your data assets. - [Custom recognizers for Auto-Classification | Collate Documentation](https://docs.getcollate.io/how-to-guides/data-governance/classification/auto-classification/recognizers.md): Configure custom detection rules to automatically identify and tag sensitive data using pattern matching, exact terms, and pre-built recognizers. - [Adding Auto Classification Workflow through UI](https://docs.getcollate.io/how-to-guides/data-governance/classification/auto-classification/workflow.md) - [Best Practices for Classification | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/classification/best-practices.md): Follow classification best practices to ensure your data is consistently tagged, categorized, and compliant with governance rules. - [Classification | Collate Data Classification Guide](https://docs.getcollate.io/how-to-guides/data-governance/classification/index.md): Learn how to classify data using tags, tiers, and rules to improve governance, discovery, and sensitivity tracking. - [How to Request for Classification Tags | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/classification/request-tags.md): Use request tags to improve collaboration and feedback on data assets by enabling users to flag and annotate classification needs. - [Sample Data Handling Using PII Tags](https://docs.getcollate.io/how-to-guides/data-governance/classification/sample-data-using-pii-tag.md) - [What are Tiers | Collate Classification Tiers Guide](https://docs.getcollate.io/how-to-guides/data-governance/classification/tiers.md): Use tier-based classification to rank assets by quality, importance, and readiness for business consumption. - [Column Bulk Operations for Collate](https://docs.getcollate.io/how-to-guides/data-governance/column-bulk-operations.md) - [How to Use Data Products | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/domains-&-data-products/data-products.md): Define and manage data products as part of your governance strategy to track ownership, value, and metadata lineage efficiently. - [How to Use Domains | Collate Governance Guide](https://docs.getcollate.io/how-to-guides/data-governance/domains-&-data-products/domains.md): Organize datasets into domains to group related data assets, assign responsibilities, and support distributed data ownership. - [Domains & Data Products | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/domains-&-data-products/index.md): Manage domains and data products to establish ownership, scope, and data product lineage within your ecosystem. - [Glossary Approval Workflow | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/glossary/approval.md): Approve glossary terms for publishing after peer review to maintain high-quality, validated business definitions. - [How to Add Assets to Glossary Terms](https://docs.getcollate.io/how-to-guides/data-governance/glossary/assets.md): Link glossary terms to assets so users can explore definitions directly from datasets, dashboards, and columns. - [Best Practices for Glossary | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/glossary/best-practices.md): Apply best practices for creating glossary terms to ensure consistency, clarity, and shared understanding across teams. - [How to Create Glossary Terms | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/glossary/create-terms.md): Learn to create terms within glossary hierarchies and assign owners, reviewers, and asset relationships. - [Glossary Export | Collate Export Guide](https://docs.getcollate.io/how-to-guides/data-governance/glossary/export.md): Export glossary terms in bulk for backup, migration, or sharing with stakeholders or external systems. - [What is a Glossary Term | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/glossary/glossary-term.md): Create glossary terms with definitions, synonyms, status, and linked entities to support semantic understanding. - [How to Bulk Import a Glossary](https://docs.getcollate.io/how-to-guides/data-governance/glossary/import.md): Import glossary terms in bulk using templates to streamline setup, migration, and cross-system integration. - [Glossary | Collate Data Glossary Guide](https://docs.getcollate.io/how-to-guides/data-governance/glossary/index.md): Set up glossary terms and definitions to improve search, categorization, and shared understanding. - [How to Setup a Glossary | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/glossary/setup.md): Set up the glossary module with term hierarchies, reviewers, definitions, and asset links to support governance. - [Glossary Styling | Collate Glossary Customization](https://docs.getcollate.io/how-to-guides/data-governance/glossary/styling.md): Style your glossary with custom headers, icons, and formats to reflect organizational tone and branding. - [Data Governance Glossary Troubleshooting | Collate Guide](https://docs.getcollate.io/how-to-guides/data-governance/glossary/troubleshooting.md) - [Data Governance | Collate Governance Guide](https://docs.getcollate.io/how-to-guides/data-governance/index.md): Step-by-step guidance for data governance using Collate. Learn key actions, features, and best practices. - [Metrics for Collate](https://docs.getcollate.io/how-to-guides/data-governance/metrics.md) - [Governance Workflows - Creating a New Workflow](https://docs.getcollate.io/how-to-guides/data-governance/workflows/creating-a-new-workflow.md): Create a new governance workflow by setting basic details and running event-based or batch executions. - [Governance Workflows - Dashboard Certification Workflow (Default)](https://docs.getcollate.io/how-to-guides/data-governance/workflows/default-workflows/dashboard-certification.md): Automate dashboard certification workflows to approve, verify, and label trusted insights for wider consumption. - [Governance Workflows - Glossary Approval Workflow (Default)](https://docs.getcollate.io/how-to-guides/data-governance/workflows/default-workflows/glossary-approval.md): Route glossary term changes through approval workflows to maintain review, traceability, and publishing control. - [Governance Workflows - Default Workflows](https://docs.getcollate.io/how-to-guides/data-governance/workflows/default-workflows/index.md): Review and use default workflow templates for data governance, helping automate approvals, certifications, and policy enforcement. - [Governance Workflows - Table Certification Workflow (Default)](https://docs.getcollate.io/how-to-guides/data-governance/workflows/default-workflows/table-certification.md): Automate table certification using default workflows that route assets through validation and ownership stages. - [Governance Workflows - Elements | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/index.md): Learn about key workflow elements that structure automated governance logic, including nodes, triggers, decisions, and outputs. - [Governance Workflows - Check Condition](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/nodes/check-condition.md): Configure conditional checks on assets to branch governance workflows based on true or false outcomes. - [Governance Workflows - Data Completeness Task](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/nodes/data-completeness-task.md): Verify asset field completeness and route workflow actions based on metadata coverage percentages. - [Governance Workflows - Nodes | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/nodes/index.md): Add workflow nodes that perform actions like tagging, notifications, or certification to enforce governance logic. - [Governance Workflows - Set Action](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/nodes/set-action.md): Update or assign asset fields in workflows to automate names, tags, tiers, status, and certifications. - [Governance Workflows - Start Node](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/nodes/start-node.md): Configure workflow start triggers to control when and how a governance workflow begins. - [Governance Workflows - User Approval Task](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/nodes/user-approval-task.md): Route approval tasks to reviewers with thresholds for approvals and rejections to continue governance workflows. - [Governance Workflows - Event Based Entity Trigger](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/triggers/event-based-entity-trigger.md): Trigger workflows using real-time entity changes to automate tasks like alerts, tagging, or governance updates upon system events. - [Governance Workflows - Triggers | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/triggers/index.md): Configure custom triggers in governance workflows to respond to metadata changes or schedule recurring logic. - [Governance Workflows - Periodic Batch Entity Trigger](https://docs.getcollate.io/how-to-guides/data-governance/workflows/elements/triggers/periodic-batch-entity-trigger.md): Set up periodic triggers to execute workflows in batches, ideal for regular governance tasks like validations and syncs. - [Governance Workflows - Examples | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/workflows/examples/index.md): Explore sample governance workflow configurations for approvals, tiering, and completeness automation. - [Set Tags to ML Models Workflow - Governance Workflows | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/workflows/examples/set-tags-to-mlmodels-workflow.md): Automatically assign governance tags to ML models based on metadata completeness to improve transparency and governance. - [Governance Workflows - Table Documentation Tiering Workflow](https://docs.getcollate.io/how-to-guides/data-governance/workflows/examples/table-documentation-tiering-workflow.md): Example workflow that evaluates column description coverage and applies certifications based on completeness. - [Governance Workflows - Tag Approval Workflow](https://docs.getcollate.io/how-to-guides/data-governance/workflows/examples/tag-approval-workflow.md): Example workflow that routes tag changes through reviewer approvals before applying updates. - [Git Sink Workflow | Collate Data Governance](https://docs.getcollate.io/how-to-guides/data-governance/workflows/git-sink-workflow.md): Synchronize metadata changes in Collate to a Git repository automatically using Git Sink workflows for version control and governance tracking. - [Governance Workflows | Official Documentation](https://docs.getcollate.io/how-to-guides/data-governance/workflows/index.md): Explore available workflow types to automate data governance actions such as approvals, triggers, and term management. - [Cost Analysis](https://docs.getcollate.io/how-to-guides/data-insights/cost-analysis.md) - [Custom Data Insight Dashboards](https://docs.getcollate.io/how-to-guides/data-insights/custom-dashboard.md) - [How to Transform the Data Culture of Your Company](https://docs.getcollate.io/how-to-guides/data-insights/data-culture.md): Promote a data-driven culture with trust signals, ownership indicators, and contribution activity. - [Configure the Data Insights Report](https://docs.getcollate.io/how-to-guides/data-insights/email-report.md): Set up email-based delivery of data insight reports for stakeholders and teams. - [Data Insights | Collate Reporting & Insights](https://docs.getcollate.io/how-to-guides/data-insights/index.md): Step-by-step guidance for data insights using Collate. Learn key actions, features, and best practices. - [Set Up Data Insights Ingestion | Official Documentation](https://docs.getcollate.io/how-to-guides/data-insights/ingestion.md): Monitor ingestion metrics, failures, and progress from scheduled and triggered ingestion workflows. - [Key Performance Indicators (KPI) | Official Documentation](https://docs.getcollate.io/how-to-guides/data-insights/kpi.md): Track key KPIs and data quality signals for datasets, services, and domains through governance dashboards. - [Data Insights Report | Collate Reporting Guide](https://docs.getcollate.io/how-to-guides/data-insights/report.md): Generate data usage reports across domains, ownership, or profiling health to track data engagement. - [Service Insights Overview | Official Documentation](https://docs.getcollate.io/how-to-guides/data-insights/service-insights.md): Explore service-level insights including ownership, usage, and performance metrics from data assets. - [What is Tiering | Collate Data Tiering Guide](https://docs.getcollate.io/how-to-guides/data-insights/tiering.md): Tier datasets based on usage, freshness, and governance to guide discovery and prioritization. - [How Column-Level Lineage Works | Official Documentation](https://docs.getcollate.io/how-to-guides/data-lineage/column.md): View column-level lineage to trace transformations and dependencies for data quality, debugging, and impact analysis. - [Explore the Lineage View | Official Documentation](https://docs.getcollate.io/how-to-guides/data-lineage/explore.md): Explore lineage diagrams interactively to understand how data flows between sources, transformations, and dashboards. - [Data Lineage | Collate Lineage How-To Guide](https://docs.getcollate.io/how-to-guides/data-lineage/index.md): Navigate core data lineage guides to understand column, table, and pipeline lineage configuration. - [How to Manually Add or Edit Lineage](https://docs.getcollate.io/how-to-guides/data-lineage/manual.md): Manually build lineage by defining upstream and downstream relationships between datasets and transformations. - [How to Deploy a Lineage Workflow](https://docs.getcollate.io/how-to-guides/data-lineage/workflow.md): Build data lineage using workflows to extract upstream and downstream dependencies. - [Data Observability Alerts | Collate](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/data-observability-alerts.md): Configure alerts for data quality failures, schema changes, and pipeline issues. - [Data Observability Dashboards | Collate](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/data-observability-dashboards.md): Monitor data health, test performance, and incident metrics through Collate's Data Quality observability dashboards. - [Email Alerts Configuration | Collate](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/email-alerts-configuration.md): Configure email as an alert destination in Collate. - [Generic Webhook Alert Configuration | Collate](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/generic-webhook-alerts-configuration.md): Configure generic webhooks as an alert destination in Collate. - [Google Chat Alerts Configuration | Collate](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/google-chat-alerts-configuration.md): Configure Google Chat as an alert destination in Collate. - [Alerts & Notifications | Collate Guide](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/index.md): Configure alerts and notifications for data observability and system governance events across your data catalog. - [Microsoft Teams Alerts Configuration | Collate](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/microsoft-teams-alerts-configuration.md): Configure Microsoft Teams as an alert destination in Collate. - [Concepts and Overview](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/notification-templates/concepts-and-overview.md): Understand how notification templates work, the different template types, and the basic structure. - [Create and Manage Templates](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/notification-templates/create-and-manage-templates.md): Step-by-step guide to creating, linking, and testing notification templates. - [Custom Helpers Reference](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/notification-templates/custom-helpers-reference.md): Complete reference for all 22 Collate custom Handlebars helpers. - [Handlebars Templating Guide](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/notification-templates/handlebars-templating-guide.md): Learn Handlebars syntax and how to use it in your notification templates. - [Notification Templates](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/notification-templates/index.md): Create and manage custom notification templates to control how Collate notifications appear across all communication channels. - [Template Context Reference](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/notification-templates/template-context-reference.md): Learn about available data objects and how to access event information in notification templates. Includes entity-specific property references. - [Troubleshooting](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/notification-templates/troubleshooting.md): Solutions for common notification template issues. - [Slack Alerts Configuration | Collate](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/slack-alerts-configuration.md): Configure Slack as an alert destination in Collate. - [System & Governance Notifications | Collate](https://docs.getcollate.io/how-to-guides/data-quality-observability/alerts-notifications/system-governance-notifications.md): Configure notifications for metadata changes, governance events, and collaboration activities. - [Anomaly Detection in Collate | Automated Data Quality Alerts](https://docs.getcollate.io/how-to-guides/data-quality-observability/anomaly-detection/index.md) - [Set Up Anomaly Detection in Collate for Data Quality](https://docs.getcollate.io/how-to-guides/data-quality-observability/anomaly-detection/setting-up.md) - [Incident Manager | Collate Data Quality Management](https://docs.getcollate.io/how-to-guides/data-quality-observability/incident-manager/index.md): Navigate the incident manager to assign, investigate, and resolve data quality incidents. - [Root Cause Analysis | Collate Incident Management](https://docs.getcollate.io/how-to-guides/data-quality-observability/incident-manager/root-cause-analysis.md): Identify root causes of data incidents using observability metrics, lineage context, and entity-level impact traces. - [How to work with the Incident Manager | Official Documentation](https://docs.getcollate.io/how-to-guides/data-quality-observability/incident-manager/workflow.md): Explore incident workflows that document, notify, and assign resolution steps for quality issues across assets. - [Data Quality Observability Guide | Official Documentation](https://docs.getcollate.io/how-to-guides/data-quality-observability/index.md): Step-by-step guidance for data quality observability using Collate. Learn key actions, features, and best practices. - [Auto PII Tagging](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/auto-pii-tagging.md): Learn how to automatically identify and tag PII data with Collate's auto-classification feature. Step-by-step guide for data governance teams. - [Custom Metrics](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/custom-metrics.md) - [Data Profiler | Collate Data Profiling Guide](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/index.md): Explore profiling workflows including histogram metrics, null counts, and field-level health. - [Metrics | Collate Profiler Metrics Guide](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/metrics.md): Monitor profiling metrics such as completeness, distinct counts, min/max, and type inference to detect data quality issues. - [Profiler Workflow | Collate Profiling Workflow](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/profiler-workflow.md): Use profiler workflows to extract row stats, distribution, null percentages, and data health. - [Spark Engine External Configuration | Collate Spark Profiling](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/spark-engine/configuration/external-configuration.md): Configure Spark Engine using YAML files for external workflows and distributed data profiling. - [Spark Engine Configuration | Collate Spark Profiling Setup](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/spark-engine/configuration/index.md): Learn how to configure your profiler pipeline to use Spark Engine for distributed data profiling. - [Spark Engine UI Configuration | Collate Spark Profiling](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/spark-engine/configuration/ui-configuration.md): Configure Spark Engine through the Collate UI for distributed data profiling. - [Spark Engine Overview | Collate Distributed Profiling](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/spark-engine/index.md): Learn about Collate'sSpark Engine for distributed data profiling of large-scale datasets using Apache Spark. - [Spark Engine Partitioning Requirements | Collate Spark Profiling](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/spark-engine/partitioning.md): Learn about the partitioning requirements for Spark Engine and how to choose the right partition column for optimal performance. - [Spark Engine Prerequisites | Collate Spark Profiling Setup](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/spark-engine/prerequisites.md): Learn about the required infrastructure, network connectivity, and setup for using Spark Engine in Collate. - [Profiler Tab | Collate Data Profiling Interface](https://docs.getcollate.io/how-to-guides/data-quality-observability/profiler/tab.md): Use the profiler tab to configure, view, and manage profiling metrics including null counts, uniqueness, and stats. - [Configure Data Quality | Official Documentation](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/configure.md): Set up and tune quality tests across datasets using custom rules, metrics, and alerting logic. - [Custom Tests | Collate Quality Testing Guide](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/custom-tests.md): Build and manage custom data quality tests to validate schema, values, and distributions during ingestion. - [Advanced Usage](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/data-quality-as-code/advanced-usage.md): Advanced patterns and configurations for Data Quality as Code - [DataFrame Validation](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/data-quality-as-code/dataframe-validation.md): Validate pandas DataFrames before loading them to destinations using OpenMetadata data quality tests - [Getting Started with Data Quality as Code](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/data-quality-as-code/getting-started.md): Install the OpenMetadata Python SDK and configure authentication - [Data Quality as Code](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/data-quality-as-code/index.md): Run data quality tests programmatically from your ETL workflows using the OpenMetadata Python SDK - [Test Definitions Reference](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/data-quality-as-code/test-definitions.md): Complete reference for all data quality test types available in the OpenMetadata Python SDK - [TestRunner - Running Table-Level Tests](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/data-quality-as-code/test-runner.md): Execute data quality tests against tables in OpenMetadata using the TestRunner API - [Dimensional Validation | Data Quality Testing by Dimension](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/dimensional-validation.md): Run data quality tests grouped by business dimensions to identify problem segments in your data. - [Data Quality | Collate Quality Management Guide](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/index.md): Ensure observability through alerts, test results, and profiler signals for better data quality. - [Data Quality Overview Section](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/overview.md) - [Data Quality Tab | Collate Quality Interface](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/tab.md): Use the quality tab to review profiling results, detect issues, and verify test coverage for your datasets. - [How to Write and Deploy No-Code Test Cases](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/test.md): Test ingestion rules using YAML-defined logic to enforce expectations across datasets and sources. - [Test Library | Custom SQL-Based Data Quality Tests](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/test-library.md): Create reusable custom data quality tests using SQL queries with dynamic parameters for table and column-level validations. - [Tests - UI Config | Collate Quality Config Guide](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/tests-ui.md): Define UI tests to validate data quality during ingestion and enforce expectations at column or table level. - [Tests - YAML Config | Collate Quality Config Guide](https://docs.getcollate.io/how-to-guides/data-quality-observability/quality/tests-yaml.md): Define YAML tests to validate data quality during ingestion and enforce expectations at column or table level. - [BYOC | Collate](https://docs.getcollate.io/how-to-guides/deployment/byoc/index.md): Deploy Collate components in your own Kubernetes cluster while Collate manages the SaaS control plane. - [Azure AKS Deployment | Collate](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/aks.md): Deploy Collate Binaries on Azure Kubernetes Service (AKS) using Argo Workflows for ingestion orchestration. - [AWS EKS Deployment | Collate](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/eks.md): Deploy Collate Binaries on Amazon Elastic Kubernetes Service (EKS) using Argo Workflows for ingestion orchestration. - [GKE Deployment | Collate](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/gke/index.md): Deploy Collate Binaries on Google Kubernetes Engine (GKE) using Argo Workflows for ingestion orchestration. - [Prerequisites | GKE Deployment](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/gke/prerequisites.md): Set up the required resources before deploying Collate on GKE. - [Kubernetes Helm Values | Collate](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/helm-values.md): Customize your Helm values for Kubernetes deployments to control services, authentication, storage, and resource tuning. - [Kubernetes Deployment | Collate](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/index.md): Deploy the Collate on Kubernetes using Helm, custom values, and supported cloud configurations for scalable containerized environments. - [Kubernetes On Premises Deployment | Collate](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/on-prem.md): Deploy Collate Binaries on an on-premises Kubernetes cluster using Argo Workflows for ingestion orchestration. - [Deploy Argo Workflows | OpenShift (ROSA) Deployment](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/openshift/argo-workflows.md): Install Argo Workflows on OpenShift (ROSA) with IAM roles, SCC grants, and the OpenShift-compatible Helm values for Collate ingestion. - [Deploy CAIP | OpenShift (ROSA) Deployment](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/openshift/caip.md): Deploy the Collate AI Proxy (CAIP) on OpenShift (ROSA) using Helm, integrating with AWS Bedrock or Azure OpenAI to power AI features. - [Deploy Collate | OpenShift (ROSA) Deployment](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/openshift/collate.md): Install Collate on OpenShift (ROSA) using the openmetadata Helm chart with Argo Workflows, ECR credentials, and restricted-v2 SCC configuration. - [OpenShift (ROSA) Deployment | Collate Kubernetes Guide](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/openshift/index.md): Deploy Collate on Red Hat OpenShift Service on AWS (ROSA) using Argo Workflows for ingestion orchestration, with full Helm chart configuration reference. - [Prerequisites | OpenShift (ROSA) Deployment](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/openshift/prerequisites.md): Set up the ROSA OIDC endpoint, S3 bucket, and required AWS resources before deploying Collate on OpenShift. - [Enable Security](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/security.md) - [Configuring Collate to Run Under a Subpath](https://docs.getcollate.io/how-to-guides/deployment/byoc/kubernetes/subpath.md) - [Hybrid Runner Advanced configuration](https://docs.getcollate.io/how-to-guides/deployment/hybrid-runner/advanced-config.md): Reference documentation for modifying workflow parameters. - [Hybrid Runner on AWS EKS | Collate](https://docs.getcollate.io/how-to-guides/deployment/hybrid-runner/aws.md): Step-by-step guide to deploying the Collate Hybrid Ingestion Runner on Amazon Elastic Kubernetes Service using Helm. - [Hybrid Runner on Azure AKS | Collate](https://docs.getcollate.io/how-to-guides/deployment/hybrid-runner/azure.md): Step-by-step guide to deploying the Collate Hybrid Ingestion Runner on Azure Kubernetes Service using Helm. - [Hybrid Runner](https://docs.getcollate.io/how-to-guides/deployment/hybrid-runner/gke.md): Step-by-step guide to deploying the Collate Hybrid Ingestion Runner on Google Kubernetes Engine using Helm. - [Hybrid Runner Images](https://docs.getcollate.io/how-to-guides/deployment/hybrid-runner/images.md): Reference documentation for managing docker images. - [Hybrid Runner | Collate](https://docs.getcollate.io/how-to-guides/deployment/hybrid-runner/index.md): Guide to deploying the Collate Hybrid Ingestion Runner on Kubernetes using Helm. - [How to Create an Announcement | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/add-announcement.md): Add announcements to communicate asset changes, certifications, deprecations, or important usage guidelines. - [Overview of Announcements | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/announcements.md): Use announcements to communicate critical updates about datasets, dashboards, or quality concerns with your team. - [Understanding the Basics of Collate](https://docs.getcollate.io/how-to-guides/guide-for-data-users/basics-openmetadata.md): Learn the basics of using the platform, including navigation, lineage exploration, and collaborative features. - [Collate Browser Extension | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/browser-ext.md): Install the browser extension to explore metadata and documentation directly while navigating your data tools. - [How to Create a Custom Property for a Data Asset](https://docs.getcollate.io/how-to-guides/guide-for-data-users/custom.md): Customize data asset pages by configuring fields, tabs, and layouts to match your organization’s metadata strategy. - [Overview of Data Assets | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/data-asset-tabs.md): Navigate data asset tabs for schema, lineage, profiling, and usage insights in a unified, user-friendly interface. - [How to Assign or Change Data Ownership](https://docs.getcollate.io/how-to-guides/guide-for-data-users/data-ownership.md): Learn how to establish and manage data ownership in Collate. Complete guide for data users on assigning owners, tracking responsibility, and governance. - [How to Delete a Data Asset | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/delete.md): Delete outdated or test assets from your catalog to maintain clean, relevant metadata and simplify search results. - [How to Add Description using Markdown](https://docs.getcollate.io/how-to-guides/guide-for-data-users/description.md): Learn how data descriptions help users understand asset context, structure, and lineage across your catalog. - [How to Follow a Data Asset | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/follow-data-asset.md): Follow data assets to stay informed about updates, ownership changes, and activity within your areas of interest. - [How to Add Glossary Terms | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/glossary.md): Browse and search glossary terms to understand domain-specific terminology across your organization’s data assets. - [Guide for Data Users | Collate User Guide](https://docs.getcollate.io/how-to-guides/guide-for-data-users/index.md): Browse user-focused how-to guides covering tags, glossary, descriptions, and asset tracking. - [Metadata Ingestion Best Practices](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/best-practices.md): Discover Collate data ingestion best practices to optimize your metadata collection, improve performance, and ensure reliable data connectivity. - [Great Expectations | Collate Data Quality Integration](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/great-expectations.md): Integrate Great Expectations with Collate for automated data quality validation. Complete setup guide, connector configuration, and best practices. - [Metadata Ingestion | Collate Data Pipeline Overview](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/index.md): Discover Collate connectors to extract metadata from databases, dashboards, pipelines & more. Easy setup with included guides. - [Edit Data Lineage Manually](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/lineage/edit-lineage-manually.md): Learn to manually edit data lineage in Collate with step-by-step instructions. Add, modify, and customize lineage connections for better data governance. - [Export Lineage](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/lineage/export-lineage.md) - [Lineage Ingestion | Collate Data Lineage Setup Guide](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/lineage/index.md): Track data lineage using Collate connectors. Visualize flow, dependencies, and transformations across your entire data ecosystem. - [Spark Lineage Ingestion](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/lineage/spark-lineage.md) - [Change Events](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/versioning/change-events.md) - [Change Feeds](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/versioning/change-feeds.md) - [Event Notification via Webhooks](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/versioning/event-notification-via-webhooks.md) - [Metadata Versioning | Collate Data History Management](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/versioning/index.md): Learn how Collate'sconnector versioning system manages data ingestion workflows. Discover version control best practices and compatibility guidelines. - [Ingestion Workflows | Collate Pipeline Orchestration](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/index.md): Navigate available ingestion workflows and customize them to align with your data strategy and infrastructure. - [Lineage Query Filtering](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/lineage/filter-query-set.md) - [Lineage Workflow | Collate Data Lineage Guide](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/lineage/index.md): Discover how to set up data lineage workflows in Collate. Learn to track data flow, configure connectors, and visualize dependencies across your data pipeline. - [Lineage Workflow Through Query Logs | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/lineage/lineage-workflow-query-logs.md): Capture lineage from query logs to build detailed, query-driven data flow between tables, dashboards, and metrics. - [Database Filter Patterns | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/metadata/filter-patterns/database.md): Filter metadata patterns at the database level using YAML configuration to fine-tune what assets are ingested. - [Metadata Ingestion - Incremental Extraction - BigQuery](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/metadata/incremental-extraction/bigquery.md): Configure incremental metadata extraction from BigQuery to sync only updated datasets, improving performance and accuracy. - [Metadata Ingestion - Incremental Extraction](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/metadata/incremental-extraction/index.md): Use incremental metadata extraction to reduce ingestion load and process only new or updated records across workflows. - [Metadata Ingestion - Incremental Extraction - Redshift](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/metadata/incremental-extraction/redshift.md): Configure incremental metadata ingestion from Redshift to capture changes efficiently. - [Metadata Ingestion - Incremental Extraction - Snowflake](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/metadata/incremental-extraction/snowflake.md): Extract incremental Snowflake metadata to optimize ingestion frequency while preserving completeness and lineage context. - [Metadata Ingestion Workflow | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/metadata/index.md): Get started with metadata. Setup instructions, features, and configuration details inside. - [Usage Query Filtering | Collate Usage Workflow](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/usage/filter-query-set.md): Learn to filter and customize query sets in Collate Usage workflows. Master data ingestion connectors with step-by-step filtering techniques. - [Usage Workflow Guide | Collate Ingestion Workflows](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/usage/index.md): Monitor usage patterns from queries and dashboards with workflow-based usage extraction. - [Usage Workflow Through Query Logs](https://docs.getcollate.io/how-to-guides/guide-for-data-users/ingestion/workflows/usage/usage-workflow-query-logs.md): Query usage logs to analyze asset popularity, access patterns, and downstream dependencies for optimization. - [How to Create a Personal Access Token | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/personal-access-token.md): Create personal access tokens to authenticate API requests to OpenMetadata. - [How to Request for Description](https://docs.getcollate.io/how-to-guides/guide-for-data-users/request-description.md): Learn how to request data asset descriptions in Collate. Step-by-step guide for data users to collaborate and improve data documentation. - [How to Request for Tags | Official Documentation](https://docs.getcollate.io/how-to-guides/guide-for-data-users/request-tags.md): Use tag requests to suggest or request metadata labels for columns, tables, and dashboards that need categorization. - [How to Add Tags | Collate User Tagging Guide](https://docs.getcollate.io/how-to-guides/guide-for-data-users/tags.md): Add metadata tags to datasets, columns, or dashboards for improved classification, search, and governance reporting. - [How to Customize Collate](https://docs.getcollate.io/how-to-guides/guide-for-data-users/theme.md) - [Data Asset Versioning | Collate Version Control Guide](https://docs.getcollate.io/how-to-guides/guide-for-data-users/versions.md): Track asset versions and view historical changes to schema, descriptions, tags, and ownership with full traceability. - [How-to Guides | Official Documentation to User Guides](https://docs.getcollate.io/how-to-guides/index.md): Step-by-step guidance for how to guides using Collate. Learn key actions, features, and best practices. - [SQL Studio Admin Configuration | Collate SQL Studio Guide](https://docs.getcollate.io/how-to-guides/sql-studio/admin-configuration.md): Configure SQL Studio for database services, set up authentication methods, and control user access. - [SQL Studio with Hybrid Runner | Collate SQL Studio Guide](https://docs.getcollate.io/how-to-guides/sql-studio/hybrid-runner.md): Learn how SQL Studio works with the Hybrid Ingestion Runner to execute queries securely within your own cloud infrastructure, keeping credentials and data in your environment. - [SQL Studio | Collate SQL Studio Guide](https://docs.getcollate.io/how-to-guides/sql-studio/index.md): Execute SQL queries directly against your configured database services with SQL Studio - a powerful, unified query interface in Collate. - [Query Execution | Collate SQL Studio Guide](https://docs.getcollate.io/how-to-guides/sql-studio/query-execution.md): Learn how to write and execute SQL queries in SQL Studio, save queries, and view results. - [User Authentication | Collate SQL Studio Guide](https://docs.getcollate.io/how-to-guides/sql-studio/user-authentication.md): Learn how to connect to database services in SQL Studio using different authentication methods. - [AWS Cognito SSO Configuration for Confidential Apps](https://docs.getcollate.io/how-to-guides/sso/amazon-cognito/index.md): Learn to configure AWS Cognito SSO for confidential clients with OIDC, secure token handling, and client secret setup for web and backend apps. - [Auth0 SSO for Docker | Collate Deployment Guide](https://docs.getcollate.io/how-to-guides/sso/auth0/auth-code-flow.md): Implement Auth0 Authorization Code Flow to manage user authentication securely with backend service token exchange and login session tracking. - [Auth0 SSO Configuration for Confidential Apps](https://docs.getcollate.io/how-to-guides/sso/auth0/index.md): Learn to configure Auth0 SSO for confidential clients with OIDC, secure token handling, and client secret setup for web and backend apps. - [Auth0 SSO for Docker | Collate Deployment Guide](https://docs.getcollate.io/how-to-guides/sso/azure/auth-code-flow.md): Set up Azure Authorization Code Flow to authenticate users via backend services, using secure token exchange and standards-based login flow. - [Azure SSO Configuration for Confidential Apps](https://docs.getcollate.io/how-to-guides/sso/azure/index.md): Learn to configure Azure SSO for confidential clients with OIDC, secure token handling, and client secret setup for web and backend apps. - [Custom OIDC SSO Configuration | Collate](https://docs.getcollate.io/how-to-guides/sso/custom-oidc/index.md): Step-by-step guide to configure Custom OIDC-based SSO using ADFS, Okta, or Shibboleth for secure enterprise authentication and federated login in Collate. - [Google SSO | Collate Authentication Integration](https://docs.getcollate.io/how-to-guides/sso/google/auth-code-flow.md): Set up Google OAuth as your identity provider to enable secure login, token exchange, and scoped user access in deployments. - [Google SSO Configuration Guide | Confidential Client Setup](https://docs.getcollate.io/how-to-guides/sso/google/index.md): Comprehensive guide to setting up Google SSO for confidential clients using OIDC. Includes client secret configuration, secure token handling, and advanced security options. - [SSO Security | Collate Deployment Security](https://docs.getcollate.io/how-to-guides/sso/index.md): Learn about authentication, encryption, secret management, and provider configurations for securing your platform deployment. - [LDAP SSO Configuration | Collate](https://docs.getcollate.io/how-to-guides/sso/ldap/index.md): Step-by-step guide to configure LDAP-based SSO using Active Directory, OpenLDAP, or other LDAP-compatible directory services for secure enterprise authentication and federated login in Collate. - [Okta SSO (Docker) | Collate Deployment Guide](https://docs.getcollate.io/how-to-guides/sso/okta/auth-code-flow.md): Configure Okta Authorization Code Flow to handle secure user login through backend token validation and maintain session integrity in web platforms. - [Okta SSO Configuration Guide | Confidential Client Setup](https://docs.getcollate.io/how-to-guides/sso/okta/index.md): Comprehensive guide to setting up Okta SSO for confidential clients using OIDC. Includes client secret configuration, secure token handling, and advanced security options. - [SAML SSO Configuration | Collate](https://docs.getcollate.io/how-to-guides/sso/saml/index.md): Step-by-step guide to configure SAML-based SSO using ADFS, Okta, or Shibboleth for secure enterprise authentication and federated login in Collate. - [Collate Documentation](https://docs.getcollate.io/index.md): Unified platform for data discovery, lineage, and governance - [Collate Products | Unified Platform for Data Discovery, Governance & AI Insights](https://docs.getcollate.io/products/index.md): Explore Collate’s full product suite for data discovery, governance, lineage, quality, workflows, and AI insights built to manage and scale modern data systems. - [AI SDK](https://docs.getcollate.io/sdk/ai-sdk.md): Bring AI to your metadata. Programmatic access to Collate through MCP tools and AI Studio Agents across Python, TypeScript, Java, and CLI. - [Go SDK](https://docs.getcollate.io/sdk/go/index.md): Type-safe Go client for the Collate API - [Collate SDK | Collate Software Development Kit](https://docs.getcollate.io/sdk/index.md): Explore Collate SDKs and APIs for building integrations, automations, and custom workflows with OpenMetadata. - [Java SDK | Collate Java SDK Documentation](https://docs.getcollate.io/sdk/java/index.md): Learn to integrate Collate'sJava SDK into your applications. Complete documentation, code examples, and API reference for seamless metadata management. - [Java SDK Overview](https://docs.getcollate.io/sdk/java/info.md): Enterprise Java integration client for Collate - [Java SDK for Lineage | Collate Docs](https://docs.getcollate.io/sdk/java/lineage.md): Learn to manage data lineage with the Collate Java SDK. Fluent API for querying, creating, deleting and exporting lineage with column-level mapping and impact analysis. - [OpenMetadata Standards](https://docs.getcollate.io/sdk/openmetadata-standards.md): Explore the open standard for unified metadata management, including JSON Schemas, RDF/OWL ontologies, and API specifications. - [Collate SDKs](https://docs.getcollate.io/sdk/overview.md): Official client libraries for Python, Java, and Go to integrate with Collate APIs. Type-safe, full-featured SDKs for metadata management and automation. - [Dashboards | Python Fluent API | Collate](https://docs.getcollate.io/sdk/python/fluent/dashboards.md): Create, retrieve, update, delete, and search BI dashboard entities using the Collate Python Fluent API. - [Database Schemas | Python Fluent API | Collate](https://docs.getcollate.io/sdk/python/fluent/database-schemas.md): Create, retrieve, update, delete, and search database schema entities using the Collate Python Fluent API. - [Database Services | Python Fluent API | Collate](https://docs.getcollate.io/sdk/python/fluent/database-services.md): Create, retrieve, update, delete, and manage database service connections using the Collate Python Fluent API. - [Databases | Python Fluent API | Collate](https://docs.getcollate.io/sdk/python/fluent/databases.md): Create, retrieve, update, delete, and search database entities using the Collate Python Fluent API. - [Python Fluent API | Collate](https://docs.getcollate.io/sdk/python/fluent/index.md): The modern Collate Python SDK uses entity-specific classes for all metadata operations — a clean, type-safe interface that replaces the legacy mixin architecture. - [Pipelines | Python Fluent API | Collate](https://docs.getcollate.io/sdk/python/fluent/pipelines.md): Create, retrieve, update, delete, and search data pipeline entities using the Collate Python Fluent API. - [Tables | Python Fluent API | Collate](https://docs.getcollate.io/sdk/python/fluent/tables.md): Create, retrieve, update, delete, search, and annotate database tables using the Collate Python Fluent API. - [Users | Python Fluent API | Collate](https://docs.getcollate.io/sdk/python/fluent/users.md): Create, retrieve, update, delete, and search user entities using the Collate Python Fluent API. - [Python SDK | Collate Python SDK Documentation](https://docs.getcollate.io/sdk/python/index.md): Master Collate'sPython SDK with comprehensive documentation, code examples, and API guides. Build powerful data discovery and governance solutions. - [Python SDK Ingestion](https://docs.getcollate.io/sdk/python/ingestion/index.md) - [Python SDK for Lineage](https://docs.getcollate.io/sdk/python/ingestion/lineage.md): Learn to implement data lineage tracking with Collate's Python SDK. Complete guide with code examples, API usage, and best practices for data flow management. - [Python SDK for Tags](https://docs.getcollate.io/sdk/python/ingestion/tags.md)