Ragie
for LuumenAI
Read your Ragie corpus, then ingest and retag documents with approval
Ragie holds the documents your retrieval stack answers from. Connect it and Luumen can list partitions, read documents and chunks, and check summaries before it changes anything. Ingestion, metadata patches, partition limits, and deletions run as previewed steps you approve, with an audit record. Luumen authenticates with an API key.
The Ragie toolbox
31 tools: 17 read, 14 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadCreate OAuth Redirect URLCreate an OAuth redirect URL for initializing embedded connector OAuth flows.
- ReadGet DocumentRetrieve a specific document by its unique identifier.
- ReadGet Document ChunkRetrieve a specific document chunk by its document and chunk ID.
- ReadGet Document Chunk ContentRetrieve document chunk content in requested format with streaming support for media.
- ReadGet Document ChunksRetrieve document chunks with pagination support.
- ReadGet Document ContentRetrieve the content of a document by its ID.
- ReadGet Document SummaryRetrieve an LLM-generated summary of a document by its ID.
- ReadGet PartitionRetrieve a partition by ID with usage statistics and resource limits.
- ReadGet ResponseRetrieve a response by its unique identifier.
- ReadList ConnectionsList all connections sorted by creation date descending with pagination support.
- ReadList Connection Source TypesList available connection source types like 'google_drive' and 'notion' along with their metadata.
- ReadList DocumentsList all documents sorted by creation date (descending) with pagination support.
- ReadList Entities By DocumentRetrieve all extracted entities from a specific document with pagination support.
- ReadList Entities by InstructionRetrieve entities generated by a specific instruction.
- ReadList InstructionsRetrieve all instruction records from the Ragie system.
- ReadList PartitionsRetrieve a paginated list of all partitions sorted by name in ascending order.
- ReadRetrieve Document ChunksRetrieve relevant document chunks based on a query.
- WriteCreate DocumentUpload and process a document file in Ragie. Approval by default
- WriteCreate Document From URLIngest a document from a publicly accessible URL. Approval by default
- WriteCreate Document RawIngest a document as raw text or JSON. Approval by default
- WriteCreate InstructionCreate a new instruction that applies natural language directives to documents as they're ingested or updated. Approval by default
- WriteCreate PartitionCreate a new partition for scoping documents and connections in Ragie. Approval by default
- WriteDelete DocumentDelete a document from Ragie. Approval by default
- WriteDelete InstructionDelete an instruction and all associated entities. Approval by default
- WriteDelete PartitionDelete a partition and all associated data irreversibly. Approval by default
- WritePatch Document MetadataUpdate metadata for a specific document with partial update support. Approval by default
- WriteSet Partition LimitsSet usage limits on partition pages and media. Approval by default
- WriteUpdate Document From URLUpdate an existing document by fetching content from a publicly accessible URL. Approval by default
- WriteUpdate Document RawUpdate a document's content from raw text or JSON data. Approval by default
- WriteUpdate InstructionUpdate an instruction's active status. Approval by default
- WriteUpdate PartitionUpdate a partition's configuration including description, context-aware settings, and metadata schema. Approval by default
One prompt, start to finish
What a governed Ragie 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 document, create document from url, create document raw, create instruction, and more — is shown as a plan and requires approval by default, including the 3 actions 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 Ragie — 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
GitHubRepos, actions, and runbook code as context and as actions.
GitLabMerge requests and pipelines proposed, triggered, and rolled back.
BitbucketRead commits, diffs, and branches in Bitbucket, then open the fix as a held write.
Azure DevOpsAzure DevOps repos and pipelines as context — and as approved actions.Put Ragie to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.