Aryn
for LuumenAI
Parse, query, and organize document sets in Aryn from the terminal
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.
The Aryn toolbox
9 tools: 6 read, 3 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadGenerate planGenerate a query plan without executing it.
- ReadGet DocSet MetadataRetrieve metadata for a specific DocSet by its ID.
- ReadGet Document by IDRetrieve a document by ID from Aryn DocParse storage.
- ReadDownload Document BinaryDownload the original binary content (e.g., PDF, image) of a document from an Aryn DocSet.
- ReadList Async TasksList all outstanding asynchronous tasks for the account.
- ReadPartition DocumentPartition a document using Aryn DocParse to extract and structure its content elements including text, tables, and images.
- WriteCreate DocSetCreate a new DocSet. Approval by default
- WriteDelete DocSetDelete a DocSet and all its documents. Approval by default
- WriteSubmit Document for Async Add DocSubmit a document for asynchronous addition to a DocSet. Approval by default
One prompt, start to finish
What a governed Aryn run looks like inside Luumen.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
Read actions answer immediately. Anything that writes — create docset, delete docset, submit document for async add doc — is shown as a plan and requires approval by default, including the 1 action classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Every call to Aryn — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
Adobe Marketing Agent MCPAdobe Experience Platform context, sandbox switches, and async task status
AffindaRead parsed documents, collections, and annotations — change them with approval
Agent MailGive the agent its own mailbox for reading threads and sending updates
AI/ML APIInspect assistants, threads, and runs — and change them as approved stepsPut Aryn to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.