> For the complete documentation index, see [llms.txt](https://docs.paradime.io/app-help/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.paradime.io/app-help/developers-old/python-sdk.md).

# Python SDK

- [Getting Started](https://docs.paradime.io/app-help/developers-old/python-sdk/getting-started.md)
- [Modules](https://docs.paradime.io/app-help/developers-old/python-sdk/modules.md)
- [Audit Log](https://docs.paradime.io/app-help/developers-old/python-sdk/modules/audit-log.md)
- [Bolt](https://docs.paradime.io/app-help/developers-old/python-sdk/modules/bolt.md): Use the Paradime Python SDK to manage Bolt schedules and runs—list schedules, trigger and cancel runs, inspect run status, and fetch dbt artifacts like manifest.json.
- [Lineage Diff](https://docs.paradime.io/app-help/developers-old/python-sdk/modules/lineage-diff.md)
- [Lineage Diff \[deprecated\]](https://docs.paradime.io/app-help/developers-old/python-sdk/modules/lineage-diff-deprecated.md)
- [Custom Integration](https://docs.paradime.io/app-help/developers-old/python-sdk/modules/custom-integration.md)
- [User Management](https://docs.paradime.io/app-help/developers-old/python-sdk/modules/user-management.md)
- [Workspace Management](https://docs.paradime.io/app-help/developers-old/python-sdk/modules/workspace-management.md)
- [Metadata](https://docs.paradime.io/app-help/developers-old/python-sdk/modules/metadata.md): Use the Paradime Python SDK Metadata module to query dbt™ artifacts and monitor model health, test results, source freshness, and lineage with DuckDB + polars.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.paradime.io/app-help/developers-old/python-sdk.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.