# Automate (low-level)

> Part of Build and extend

Use Atlan's low-level SDKs to automate metadata operations: search, enrich, manage assets, react to events, and run workflows directly using Atlan's APIs.

- [Set up Atlan SDK](https://docs.atlan.com/llms/platform/python/set-up-sdk/llms.txt): Install and configure the Atlan Python SDK (pyatlan) and other integration approaches for building metadata workflows.
- [Build your first metadata workflow](https://docs.atlan.com/llms/platform/python/build-your-first-metadata-workflow/llms.txt): A hands-on walkthrough of reading and updating Atlan metadata using the Python SDK (pyatlan) with real SDK methods and patterns.
- [Manage assets](https://docs.atlan.com/llms/platform/python/asset-crud/llms.txt): Create, retrieve, update, delete, and restore assets programmatically using the Atlan Python SDK (pyatlan).
- [Create asset](https://docs.atlan.com/llms/platform/python/create-asset/llms.txt): Create any type of asset in Atlan using the Asset builder pattern with the Python SDK (pyatlan). Enrich assets with attributes before creation via POST /api/meta/entity/bulk.
- [Retrieve asset](https://docs.atlan.com/llms/platform/python/retrieve-asset/llms.txt): Retrieve assets in Atlan by GUID or qualified name using Asset and the Python SDK (pyatlan). Access full or minimal asset representations via GET /api/meta/entity/{guid}.
- [Update asset](https://docs.atlan.com/llms/platform/python/update-asset/llms.txt): Update assets in Atlan using the Python SDK — call the asset type's updater() with qualifiedName and name, then set only the attributes you want to change without overwriting unrelated fields.
- [Delete asset](https://docs.atlan.com/llms/platform/python/delete-asset/llms.txt): Delete assets in Atlan using Asset and the Python SDK (pyatlan) — soft-delete (archive) or hard-delete (purge), including bulk deletion via DELETE /api/meta/entity/bulk.
- [Restore asset](https://docs.atlan.com/llms/platform/python/restore-asset/llms.txt): Restore soft-deleted (archived) assets in Atlan using Asset and the Python SDK (pyatlan).
- [Find and apply suggestions](https://docs.atlan.com/llms/platform/python/apply-suggestions/llms.txt): Find and apply metadata suggestions to assets programmatically using the Atlan Python SDK (pyatlan) and Suggestions API.
- [View asset change history](https://docs.atlan.com/llms/platform/python/review-asset-history/llms.txt): Query asset change history in Atlan using AuditSearchRequest and the Python SDK. URl is POST /api/meta/entity/auditSearch returns a dedicated audit log distinct from the main indexsearch index.
- [Asset search logs](https://docs.atlan.com/llms/platform/python/review-access-logs/llms.txt): Track asset view activity in Atlan using SearchLogRequest and the Python SDK — POST /api/meta/search/searchlog returns viewer counts, most-viewed assets, and detailed log entries per asset.
- [Manage requests](https://docs.atlan.com/llms/platform/python/manage-requests/llms.txt): List, create, approve, and reject Metadata Inbox requests programmatically using the Atlan Python SDK (pyatlan)—including bulk approval scripts.
- [Manage governance workflow approvals](https://docs.atlan.com/llms/platform/python/manage-governance-workflow-approvals/llms.txt): Discover, inspect, and bulk-approve or reject governance workflow tasks (the Inbox) programmatically using the Atlan Python SDK (pyatlan).
- [Search assets](https://docs.atlan.com/llms/platform/python/search-references/llms.txt): Search and filter assets programmatically using the Atlan Python SDK (pyatlan) with queries, attributes, sorting, and pagination.
- [Find assets by criteria (Python SDK)](https://docs.atlan.com/llms/platform/python/find-assets/llms.txt): Find and retrieve assets by criteria using the Atlan Python SDK (pyatlan), contrasting traversal and search methods.
- [Search for assets](https://docs.atlan.com/llms/platform/python/search-assets/llms.txt): Search assets in Atlan with the Python SDK — use FluentSearch and client.assets.select() with where(), whereNot(), and whereSome() conditions to build Elasticsearch-backed queries.
- [Search examples](https://docs.atlan.com/llms/platform/python/search-examples/llms.txt): Search examples for various asset types using the Atlan Python SDK (pyatlan), including connections, tables, columns, and more.
- [Aggregate search results](https://docs.atlan.com/llms/platform/python/aggregation/llms.txt): Aggregate search results programmatically using the Atlan Python SDK (pyatlan) with bucket and metric aggregation techniques.
- [Limit search result details](https://docs.atlan.com/llms/platform/python/limit/llms.txt): Control search result details programmatically using the Atlan Python SDK (pyatlan) to include specific asset properties and relationships.
- [Paginate search results](https://docs.atlan.com/llms/platform/python/paging/llms.txt): Page through search results programmatically using the Atlan Python SDK (pyatlan) with automatic pagination and page size control.
- [Sort search results](https://docs.atlan.com/llms/platform/python/sort/llms.txt): Sort search results programmatically using the Atlan Python SDK (pyatlan) by one or multiple properties with Elasticsearch DSL.
- [Query overview](https://docs.atlan.com/llms/platform/python/queries/llms.txt): Understand query and filter contexts in the Atlan Python SDK (pyatlan) using Elasticsearch query DSL for asset searches.
- [Compound queries](https://docs.atlan.com/llms/platform/python/compound/llms.txt): Build compound queries with the Atlan Python SDK (pyatlan) to combine multiple search conditions with boolean logic.
- [Full text queries](https://docs.atlan.com/llms/platform/python/full-text/llms.txt): Use full-text queries with the Atlan Python SDK (pyatlan) to search analyzed text fields and find results by keywords.
- [Rank feature queries](https://docs.atlan.com/llms/platform/python/rank-feature/llms.txt): Use rank feature queries with the Atlan Python SDK (pyatlan) to boost search result relevance based on numeric field values.
- [Term-level queries overview](https://docs.atlan.com/llms/platform/python/term-level/llms.txt): Build term-level queries with the Atlan Python SDK (pyatlan) for precise searches on structured data without text analysis.
- [Explanation of searchable fields in Atlan](https://docs.atlan.com/llms/platform/python/searchable-fields/llms.txt): Reference guide for searchable fields in the Atlan Python SDK (pyatlan) with details on field types and indexing strategies.
- [Common search fields](https://docs.atlan.com/llms/platform/python/common/llms.txt): Reference common search fields available on all assets using the Atlan Python SDK (pyatlan) for searching metadata.
- [Business Graph attributes](https://docs.atlan.com/llms/platform/python/glossary/llms.txt): Reference glossary-specific search attributes for terms and categories using the Atlan Python SDK (pyatlan).
- [Enrich assets](https://docs.atlan.com/llms/platform/python/python-how-tos/llms.txt): Apply certificates, announcements, owners, tags, custom metadata, and other enrichments to assets in Atlan using the Python SDK.
- [Certify assets](https://docs.atlan.com/llms/platform/python/certify-assets/llms.txt): Certify assets in Atlan using CertificateStatus and the Python SDK (pyatlan). Add, update, or remove certification status programmatically.
- [Manage announcements](https://docs.atlan.com/llms/platform/python/manage-announcements/llms.txt): Add and remove announcements from assets programmatically using the Atlan Python SDK (pyatlan).
- [Manage asset descriptions](https://docs.atlan.com/llms/platform/python/change-description/llms.txt): Update, remove, or add descriptions to assets programmatically using the Atlan Python SDK (pyatlan).
- [Manage asset owners](https://docs.atlan.com/llms/platform/python/change-owners/llms.txt): Change, add, or remove owners for assets programmatically using the Atlan Python SDK (pyatlan).
- [Manage asset tags](https://docs.atlan.com/llms/platform/python/tag-assets/llms.txt): Tag and classify assets in Atlan using AtlanTag and the Python SDK (pyatlan). Add, update, and remove classification tags and manage their propagation.
- [Manage custom metadata on assets](https://docs.atlan.com/llms/platform/python/add-custom-metadata/llms.txt): Set and update custom metadata (business attributes) on assets in Atlan using the Python SDK — write attribute values per asset via POST /api/meta/entity/guid/{guid}/businessmetadata or in bulk via entity/bulk.
- [Link terms and assets](https://docs.atlan.com/llms/platform/python/link-terms/llms.txt): Link glossary terms to assets in Atlan using AtlasGlossaryTerm and the Python SDK (pyatlan). Append, replace, or remove term assignments programmatically.
- [Link data domain and assets](https://docs.atlan.com/llms/platform/python/link-domains/llms.txt): Add, retrieve, and remove assets from data domains programmatically using the Atlan Python SDK (pyatlan).
- [Asset READMEs](https://docs.atlan.com/llms/platform/python/manage-readmes/llms.txt): Manage asset READMEs programmatically using the Atlan Python SDK (pyatlan). Add, edit, and remove HTML-formatted documentation.
- [Asset resources/links](https://docs.atlan.com/llms/platform/python/add-resources/llms.txt): Add resources and external links to assets in Atlan using Link and the Python SDK (pyatlan). Create link assets and attach them programmatically.
- [Manage asset relationships with attributes](https://docs.atlan.com/llms/platform/python/manage-relationship-attributes/llms.txt): Create, retrieve, and delete attributed relationships programmatically using the Atlan Python SDK (pyatlan).
- [Lineage overview](https://docs.atlan.com/llms/platform/python/lineage/llms.txt): Understand lineage in Atlan's Python SDK — lineage is modeled as Process entities with inputs and outputs, enabling programmatic creation and traversal of data pipeline dependencies.
- [Create and manage lineage](https://docs.atlan.com/llms/platform/python/manage-lineage/llms.txt): Create and manage asset lineage in Atlan using LineageProcess and the Python SDK (pyatlan). Build process entities with inputs and outputs to model data pipeline dependencies.
- [Traverse lineage](https://docs.atlan.com/llms/platform/python/traverse-lineage/llms.txt): Traverse asset lineage in Atlan using FluentLineage and the Python SDK (pyatlan). Filter upstream and downstream lineage by asset type, depth, and connection.
- [Bulk updates](https://docs.atlan.com/llms/platform/python/bulk-updates/llms.txt): Efficiently update multiple assets at once using the Atlan Python SDK (pyatlan) with advanced techniques and end-to-end patterns.
- [Combine multiple operations](https://docs.atlan.com/llms/platform/python/combine-operations/llms.txt): Combine multiple asset update operations into a single API call in Atlan using Batch and the Python SDK (pyatlan).
- [Operate on multiple assets](https://docs.atlan.com/llms/platform/python/update-multiple-assets/llms.txt): Update multiple assets at once in Atlan using Batch and the Python SDK (pyatlan). Efficiently apply bulk attribute changes via POST /api/meta/entity/bulk.
- [End-to-end bulk update](https://docs.atlan.com/llms/platform/python/update-assets-end-to-end/llms.txt): End-to-end bulk asset update in Atlan using Batch and the Python SDK (pyatlan). Step-by-step guide for efficiently updating large numbers of assets.
- [Event handling](https://docs.atlan.com/llms/platform/python/events-how-tos/llms.txt): Process metadata events in real-time using the Atlan Python SDK (pyatlan) and webhooks. Build event-driven integrations with webhook handlers.
- [Handle webhooks via AWS Lambda](https://docs.atlan.com/llms/platform/python/aws-lambda/llms.txt): Set up AWS Lambda functions to handle Atlan webhook events using the Python SDK (pyatlan). Process metadata events in real-time with event-driven integrations.
- [Set up AWS Lambda](https://docs.atlan.com/llms/platform/python/setup-lambda/llms.txt): Set up AWS Lambda layers and functions with the Atlan Python SDK (pyatlan) for event-driven metadata processing.
- [Set up webhook in Atlan](https://docs.atlan.com/llms/platform/python/setup-webhook/llms.txt): Set up webhooks in Atlan to trigger AWS Lambda functions for event-driven integrations using the Python SDK (pyatlan).
- [Write event handler code (AWS Lambda)](https://docs.atlan.com/llms/platform/python/code-event-logic/llms.txt): Write event handler logic for AWS Lambda using the Atlan Python SDK (pyatlan) to process metadata events in real-time.
- [Deploy Lambda function to AWS](https://docs.atlan.com/llms/platform/python/deploy-lambda/llms.txt): Deploy AWS Lambda functions with the Atlan Python SDK (pyatlan) for event-driven metadata processing and real-time integrations.
- [Manage webhook](https://docs.atlan.com/llms/platform/python/manage-webhook/llms.txt): Monitor and manage webhooks with the Atlan Python SDK (pyatlan) for real-time event processing and error handling.
- [Supported apps](https://docs.atlan.com/llms/platform/python/apps/llms.txt): Browse the Atlan apps you can create and run with the Python SDK (pyatlan)—a builder per connector for crawlers, miners, and enrichment jobs.
- [Manage apps](https://docs.atlan.com/llms/platform/python/manage-apps/llms.txt): Create, run, schedule, and manage Atlan app workflows with the AppClient.
- [Anaplan assets app](https://docs.atlan.com/llms/platform/python/anaplan-sdk-references-app-reference/llms.txt): Learn how to crawl Anaplan assets and publish them to Atlan for discovery.
- [Apache Kafka assets app](https://docs.atlan.com/llms/platform/python/apache-kafka-sdk-references-app-reference/llms.txt): Learn how to crawl Apache Kafka topics and publish them to Atlan for discovery.
- [Athena assets app](https://docs.atlan.com/llms/platform/python/amazon-athena-sdk-references-app-reference/llms.txt): Learn how to crawl Amazon Athena assets and publish them to Atlan for discovery.
- [BigQuery assets app](https://docs.atlan.com/llms/platform/python/google-bigquery-sdk-references-app-reference/llms.txt): Learn how to crawl Google BigQuery assets and publish them to Atlan for discovery.
- [BigQuery miner app](https://docs.atlan.com/llms/platform/python/google-bigquery-sdk-references-app-miner-reference/llms.txt): Learn how to mine query history from BigQuery to generate lineage and usage metrics.
- [Confluent Kafka assets app](https://docs.atlan.com/llms/platform/python/confluent-kafka-sdk-references-app-reference/llms.txt): Learn how to crawl Confluent Kafka topics and publish them to Atlan for discovery.
- [Databricks assets app](https://docs.atlan.com/llms/platform/python/databricks-sdk-references-app-reference/llms.txt): Learn how to crawl Databricks assets and publish them to Atlan for discovery.
- [Databricks miner app](https://docs.atlan.com/llms/platform/python/databricks-sdk-references-app-miner-reference/llms.txt): Learn how to mine query history from Databricks to generate lineage and usage metrics.
- [DynamoDB assets app](https://docs.atlan.com/llms/platform/python/amazon-dynamodb-sdk-references-app-reference/llms.txt): Learn how to crawl Amazon DynamoDB assets and publish them to Atlan for discovery.
- [Glue assets app](https://docs.atlan.com/llms/platform/python/aws-glue-sdk-references-app-reference/llms.txt): Learn how to crawl AWS Glue Data Catalog assets and publish them to Atlan for discovery.
- [Google Dataplex assets app](https://docs.atlan.com/llms/platform/python/knowledge-catalog-sdk-references-app-reference/llms.txt): Learn how to crawl Google Dataplex (Knowledge Catalog) assets and publish them to Atlan.
- [Hive assets app](https://docs.atlan.com/llms/platform/python/hive-sdk-references-app-reference/llms.txt): Learn how to crawl Apache Hive assets and publish them to Atlan for discovery.
- [Metabase assets app](https://docs.atlan.com/llms/platform/python/metabase-sdk-references-app-reference/llms.txt): Learn how to crawl Metabase assets and publish them to Atlan for discovery.
- [Microsoft SQL Server assets app](https://docs.atlan.com/llms/platform/python/microsoft-sql-server-sdk-references-app-reference/llms.txt): Learn how to crawl Microsoft SQL Server assets and publish them to Atlan for discovery.
- [MongoDB assets app](https://docs.atlan.com/llms/platform/python/mongodb-sdk-references-app-reference/llms.txt): Learn how to crawl MongoDB Atlas assets and publish them to Atlan for discovery.
- [MySQL assets app](https://docs.atlan.com/llms/platform/python/mysql-sdk-references-app-reference/llms.txt): Learn how to crawl MySQL assets and publish them to Atlan for discovery.
- [Oracle assets app](https://docs.atlan.com/llms/platform/python/oracle-sdk-references-app-reference/llms.txt): Learn how to crawl Oracle assets and publish them to Atlan for discovery.
- [Oracle miner app](https://docs.atlan.com/llms/platform/python/oracle-sdk-references-app-miner-reference/llms.txt): Learn how to mine query history from Oracle to generate lineage and usage metrics.
- [PostgreSQL assets app](https://docs.atlan.com/llms/platform/python/postgresql-sdk-references-app-reference/llms.txt): Learn how to crawl PostgreSQL assets and publish them to Atlan for discovery.
- [PostgreSQL miner app](https://docs.atlan.com/llms/platform/python/postgresql-sdk-references-app-miner-reference/llms.txt): Learn how to mine query history from PostgreSQL to generate lineage and usage metrics.
- [Power BI assets app](https://docs.atlan.com/llms/platform/python/microsoft-power-bi-sdk-references-app-reference/llms.txt): Learn how to crawl Power BI assets and publish them to Atlan for discovery.
- [Power BI miner app](https://docs.atlan.com/llms/platform/python/microsoft-power-bi-sdk-references-app-miner-reference/llms.txt): Learn how to mine Power BI activity to generate usage and popularity metrics.
- [Presto assets app](https://docs.atlan.com/llms/platform/python/prestosql-sdk-references-app-reference/llms.txt): Learn how to crawl Presto assets and publish them to Atlan for discovery.
- [QuickSight assets app](https://docs.atlan.com/llms/platform/python/amazon-quicksight-sdk-references-app-reference/llms.txt): Learn how to crawl Amazon QuickSight assets and publish them to Atlan for discovery.
- [Redash assets app](https://docs.atlan.com/llms/platform/python/redash-sdk-references-app-reference/llms.txt): Learn how to crawl Redash assets and publish them to Atlan for discovery.
- [Sigma assets app](https://docs.atlan.com/llms/platform/python/sigma-sdk-references-app-reference/llms.txt): Learn how to crawl Sigma assets and publish them to Atlan for discovery.
- [Snowflake assets app](https://docs.atlan.com/llms/platform/python/snowflake-sdk-references-app-reference/llms.txt): Learn how to crawl Snowflake assets and publish them to Atlan for discovery.
- [Snowflake miner app](https://docs.atlan.com/llms/platform/python/snowflake-sdk-references-app-miner-reference/llms.txt): Learn how to mine query history from Snowflake to generate lineage and usage metrics.
- [Tableau assets app](https://docs.atlan.com/llms/platform/python/tableau-sdk-references-app-reference/llms.txt): Learn how to crawl Tableau assets and publish them to Atlan for discovery.
- [Teradata assets app](https://docs.atlan.com/llms/platform/python/teradata-sdk-references-app-reference/llms.txt): Learn how to crawl Teradata assets and publish them to Atlan for discovery.
- [Teradata miner app](https://docs.atlan.com/llms/platform/python/teradata-sdk-references-app-miner-reference/llms.txt): Learn how to mine query history from Teradata to generate lineage and usage metrics.
- [Trino assets app](https://docs.atlan.com/llms/platform/python/trino-sdk-references-app-reference/llms.txt): Learn how to crawl Trino assets and publish them to Atlan for discovery.
- [dbt assets app](https://docs.atlan.com/llms/platform/python/dbt-sdk-references-app-reference/llms.txt): Learn how to crawl dbt assets (dbt Cloud or dbt Core) and publish them to Atlan.
- [Run Asset Export Basic app](https://docs.atlan.com/llms/platform/python/asset-export-basic/llms.txt): Export assets, glossaries, and data products out of Atlan to a file—as a download, by email, or to object storage—using the Python SDK.
- [Run Standard Lineage app](https://docs.atlan.com/llms/platform/python/standard-lineage/llms.txt): Build lineage across multiple connections of a single connector using the Python SDK, and re-scope the workflow as connections are onboarded.
- [Manage relational assets](https://docs.atlan.com/llms/platform/python/relational-assets-how-tos-manage-assets/llms.txt): Create and manage relational assets — Connections, Databases, Schemas, Tables, Views, and Columns — using the Atlan Python SDK (pyatlan). Programmatically build and update RDBMS asset hierarchies.
- [Manage Azure Data Lake Storage assets](https://docs.atlan.com/llms/platform/python/adls-how-tos-manage-assets/llms.txt): Create, retrieve, update, and delete ADLS assets programmatically using the Atlan Python SDK (pyatlan). Manage connections, accounts, containers, and objects.
- [Manage AI assets](https://docs.atlan.com/llms/platform/python/ai-assets-how-tos-manage-assets/llms.txt): Create and manage AI models and AI applications using the Atlan Python SDK (pyatlan). Programmatically manage AI model assets and their relationships.
- [Manage API assets](https://docs.atlan.com/llms/platform/python/api-assets-how-tos-manage-assets/llms.txt): Create, update, and manage API assets programmatically using the Atlan Python SDK (pyatlan). Manage API specs, paths, objects, queries, and fields.
- [Manage App assets](https://docs.atlan.com/llms/platform/python/app-assets-how-tos-manage-assets/llms.txt): Create and manage Application assets programmatically using the Atlan Python SDK (pyatlan). Manage connections, applications, and application fields.
- [Manage cube assets](https://docs.atlan.com/llms/platform/python/cube-assets-how-tos-manage-assets/llms.txt): Create and manage multidimensional cube assets using the Atlan Python SDK (pyatlan). Programmatically manage cubes, dimensions, hierarchies, and fields.
- [Manage DocumentDB assets](https://docs.atlan.com/llms/platform/python/documentdb-how-tos-manage-assets/llms.txt): Create and manage DocumentDB assets using the Atlan Python SDK (pyatlan). Programmatically manage connections, databases, and collections.
- [Manage file assets](https://docs.atlan.com/llms/platform/python/file-assets-how-tos-manage-assets/llms.txt): Create, retrieve, update, and delete file assets programmatically using the Atlan Python SDK (pyatlan). Manage connections and files.
- [Manage Google Data Studio assets](https://docs.atlan.com/llms/platform/python/google-data-studio-how-tos-manage-assets/llms.txt): Create, retrieve, update, and delete Google Data Studio assets programmatically using the Atlan Python SDK (pyatlan). Manage connections, data sources, and reports.
- [Manage Data Exploration assets](https://docs.atlan.com/llms/platform/python/insights-assets-how-tos-manage-assets/llms.txt): Create, retrieve, update, and delete Data Exploration assets programmatically using the Atlan Python SDK (pyatlan). Manage collections, folders, and queries.
- [Manage Preset assets](https://docs.atlan.com/llms/platform/python/preset-how-tos-manage-assets/llms.txt): Create, retrieve, update, and delete Preset assets programmatically using the Atlan Python SDK (pyatlan). Manage connections, workspaces, collections, charts, and datasets.
- [Manage Superset assets](https://docs.atlan.com/llms/platform/python/superset-how-tos-manage-assets/llms.txt): Create, retrieve, update, and delete Superset assets programmatically using the Atlan Python SDK (pyatlan). Manage connections, dashboards, charts, and datasets.
- [Python SDK code conventions](https://docs.atlan.com/llms/platform/python/conventions/llms.txt): Reference documentation for code conventions and version requirements in the Atlan Python SDK (pyatlan).
- [Python SDK key concepts](https://docs.atlan.com/llms/platform/python/concepts/llms.txt): Core Python SDK concepts: typedefs define each asset type's data model in Atlan, all types extend the Asset base class, and this hierarchy underpins search, enrichment, and custom metadata.
- [Event reference](https://docs.atlan.com/llms/platform/python/events-references/llms.txt): Reference for Atlan event triggers and payload types in the Python SDK (pyatlan). Understand which metadata activities trigger events and event payload structures.
- [Events when asset is created](https://docs.atlan.com/llms/platform/python/asset-create/llms.txt): Reference for asset creation event triggers in the Atlan Python SDK (pyatlan). Understand ENTITY_CREATE and ENTITY_UPDATE events for event-driven integrations.
- [Events when asset is updated](https://docs.atlan.com/llms/platform/python/asset-update/llms.txt): Reference for asset update event triggers in the Atlan Python SDK (pyatlan). Understand ENTITY_UPDATE events for event-driven integrations.
- [Events when asset is deleted](https://docs.atlan.com/llms/platform/python/asset-delete/llms.txt): Reference for asset deletion event triggers in the Atlan Python SDK (pyatlan). Understand ENTITY_DELETE events for event-driven integrations.
- [Events when asset is tagged](https://docs.atlan.com/llms/platform/python/asset-tagged/llms.txt): Reference for asset tagging event triggers in the Atlan Python SDK (pyatlan). Understand CLASSIFICATION_ADD events for event-driven integrations.
- [Events when asset is untagged](https://docs.atlan.com/llms/platform/python/asset-untagged/llms.txt): Reference for asset untagging event triggers in the Atlan Python SDK (pyatlan). Understand CLASSIFICATION_DELETE events for event-driven integrations.
- [Events when custom metadata is added](https://docs.atlan.com/llms/platform/python/custom-metadata-add/llms.txt): Reference for custom metadata addition event triggers in the Atlan Python SDK (pyatlan). Understand BUSINESS_ATTRIBUTE_UPDATE events for event-driven integrations.
- [Events when custom metadata is removed](https://docs.atlan.com/llms/platform/python/custom-metadata-delete/llms.txt): Reference for custom metadata removal event triggers in the Atlan Python SDK (pyatlan). Understand BUSINESS_ATTRIBUTE_UPDATE events for event-driven integrations.
- [Events when lineage is created](https://docs.atlan.com/llms/platform/python/lineage-created/llms.txt): Reference for lineage creation event triggers in the Atlan Python SDK (pyatlan). Understand ENTITY_CREATE and ENTITY_UPDATE events for event-driven integrations.
- [`ENTITY_CREATE` event type](https://docs.atlan.com/llms/platform/python/entity-create/llms.txt): Reference for ENTITY_CREATE event payload in the Atlan Python SDK (pyatlan) for building event-driven integrations.
- [`ENTITY_UPDATE` event type](https://docs.atlan.com/llms/platform/python/entity-update/llms.txt): Reference for ENTITY_UPDATE event payload in the Atlan Python SDK (pyatlan) for building event-driven integrations.
- [`ENTITY_DELETE` event type](https://docs.atlan.com/llms/platform/python/entity-delete/llms.txt): Reference for ENTITY_DELETE event payload in the Atlan Python SDK (pyatlan) for building event-driven integrations.
- [`BUSINESS_ATTRIBUTE_UPDATE` event type](https://docs.atlan.com/llms/platform/python/business-attribute-update/llms.txt): Reference for BUSINESS_ATTRIBUTE_UPDATE event payload in the Atlan Python SDK (pyatlan) for building event-driven integrations.
- [`CLASSIFICATION_ADD` event type](https://docs.atlan.com/llms/platform/python/classification-add/llms.txt): Reference for CLASSIFICATION_ADD event payload in the Atlan Python SDK (pyatlan) for building event-driven integrations.
- [`CLASSIFICATION_DELETE` event type](https://docs.atlan.com/llms/platform/python/classification-delete/llms.txt): Reference for CLASSIFICATION_DELETE event payload in the Atlan Python SDK (pyatlan) for building event-driven integrations.
- [Specifications](https://docs.atlan.com/llms/platform/python/specs-references/llms.txt): Open standards supported by the Atlan Python SDK (pyatlan)—data contracts and OpenLineage for metadata interoperability.
- [Data contracts spec](https://docs.atlan.com/llms/platform/python/data-contract-spec/llms.txt): Data contract specification for use with the Atlan Python SDK (pyatlan) to define data expectations and SLAs.
- [OpenLineage spec](https://docs.atlan.com/llms/platform/python/openlineage-spec/llms.txt): OpenLineage specification for integrating lineage with the Atlan Python SDK (pyatlan) using open standards.