---
title: "Aryn integration for LuumenAI"
url: "https://www.luumen.ai/integrations/aryn/"
entity: SoftwareIntegration
category: "AI & automation"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Aryn integration for LuumenAI

Parse, query, and organize document sets in Aryn from the terminal

## What LuumenAI can do with Aryn

LuumenAI connects to Aryn with an API token and exposes 9 tools (6 read-only · 2 write · 1 destructive). Reads answer immediately; writes are shown as a plan and require approval by default, configurable per tool by an administrator.

## Key facts

- Authentication: API token
- Tools available: 9 tools (6 read-only · 2 write · 1 destructive)
- Plan: available on all plans
- Category: AI & automation

## About Aryn with LuumenAI

Connect Aryn and your agent can read the document side of your operations work: parse a PDF into structured elements, pull a document back by ID, check DocSet metadata, and see which async tasks are still running. Changes — creating a DocSet, adding a document to one, deleting a set — are previewed and held for approval before they run. Authentication is by API key.

## Example tools

Read-only (6 in total):

- `ARYN_GENERATE_PLAN` — Generate a query plan without executing it.
- `ARYN_GET_DOC_SET` — Retrieve metadata for a specific DocSet by its ID.
- `ARYN_GET_DOCUMENT` — Retrieve a document by ID from Aryn DocParse storage.
- `ARYN_GET_DOCUMENT_BINARY` — Download the original binary content (e.g., PDF, image) of a document from an Aryn DocSet.
- `ARYN_LIST_ASYNC_TASKS` — List all outstanding asynchronous tasks for the account.
- `ARYN_PARTITION_DOCUMENT` — Partition a document using Aryn DocParse to extract and structure its content elements including text, tables, and images.

Write and destructive (3 in total, approval required by default):

- `ARYN_CREATE_DOCSET` — Create a new DocSet.
- `ARYN_DELETE_DOCSET` — Delete a DocSet and all its documents.
- `ARYN_SUBMIT_ASYNC_ADD_DOC` — Submit a document for asynchronous addition to a DocSet.

## Frequently asked questions

### How does LuumenAI connect to Aryn?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

### Can LuumenAI change things in Aryn on its own?

Read actions answer immediately. Anything that writes is shown as a plan and requires approval by default, including the 1 action classified as destructive. Administrators configure that per tool.

### Is there an audit trail?

Every call to Aryn — read or write, approved or declined — is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/aryn/