Ragie

31 tools available

Fully managed RAG-as-a-Service for developers

Connect Ragie to Definable to triage issues, review pull requests, monitor builds. Personas call Ragie's 31 tools directly from chat or scheduled flows. Wire it into a triage, review, or release-management persona — every action runs scoped, reviewable, and logged.

Common workflows with Ragie

Triage incoming issues

Webhook fires on every new issue
Persona summarises and labels it
Assigns the right engineer

Auto-review PRs

Pull the diff
Run a code-review persona
Post structured feedback as PR comment

Failing-build alerts

CI sends a failure event
Agent inspects logs and stack trace
Drops a debug summary in Slack

Release notes from commits

Read commits since last tag
Group by type with the model
Post to a changelog channel

Ragie actions 31

Every Ragie action below is a callable tool any Definable persona can invoke.

Create Document

Tool to upload and process a document file in Ragie. Use when you need to create a new document with support for various formats including text, images, and documents. The endpoint accepts multipart/form-data and returns a Document object with processing status and metadata.

Create Document From URL

Tool to ingest a document from a publicly accessible URL. Use when you need to add documents to Ragie from external sources. The document undergoes processing steps (pending, partitioning, indexed, ready) before becoming available for retrieval.

Create Document Raw

Tool to ingest a document as raw text or JSON. Use when creating a new document from text or JSON data. The document goes through processing steps and becomes available for retrieval once in the ready state.

Create Instruction

Tool to create a new instruction that applies natural language directives to documents as they're ingested or updated. Use when you need to define structured data extraction or analysis rules for documents in Ragie.

Create OAuth Redirect URL

Tool to create an OAuth redirect URL for initializing embedded connector OAuth flows. Use when you need to set up OAuth authentication for connectors like Google Drive, Notion, or HubSpot.

Create Partition

Tool to create a new partition for scoping documents and connections in Ragie. Use when you need to organize documents and set resource limits for different workspaces or tenants.

Delete Document

Tool to delete a document from Ragie. Use when you need to remove a document permanently from the system. Supports both synchronous and asynchronous deletion modes.

Delete Instruction

Tool to delete an instruction and all associated entities. Use when you need to permanently remove an instruction (irreversible operation). Requires the instruction ID (UUID format).

Delete Partition

Tool to delete a partition and all associated data irreversibly. Use when you need to permanently remove a partition. Returns status 200 for synchronous deletion or 202 for asynchronous deletion.

Get Document

Tool to retrieve a specific document by its unique identifier. Use when you need to get document details, metadata, processing status, or check for errors. Returns comprehensive document information including chunk count, page count, and any processing errors.

Get Document Chunk

Tool to retrieve a specific document chunk by its document and chunk ID. Use when you need detailed information about a specific chunk within a document, including its content, metadata, position index, and optional modality data for audio/video chunks.

Get Document Chunk Content

Tool to retrieve document chunk content in requested format with streaming support for media. Use when you need to get the actual content of a specific chunk from a document.

Get Document Chunks

Tool to retrieve document chunks with pagination support. Lists all document chunks sorted by index in ascending order (max 100 items per page). Documents created prior to 9/18/2024 that have not been updated since have chunks sorted by ID instead of index.

Get Document Content

Tool to retrieve the content of a document by its ID. Use when you need to access the full content of a specific document. The media_type parameter can be used to request content in different formats.

Get Document Summary

Tool to retrieve an LLM-generated summary of a document by its ID. Use when you need to get a concise summary of a document's content.

Get Partition

Tool to retrieve a partition by ID with usage statistics and resource limits. Use when you need to get detailed information about a specific partition.

Get Response

Tool to retrieve a response by its unique identifier. Use when you need to check the status or details of a previously created response.

List Connections

Tool to list all connections sorted by creation date descending with pagination support. Use when you need to retrieve connections, optionally filtered by metadata.

List Connection Source Types

Tool to list available connection source types like 'google_drive' and 'notion' along with their metadata. Use when you need to discover what connector types are available in Ragie.

List Documents

Tool to list all documents sorted by creation date (descending) with pagination support. Use when you need to browse or retrieve document metadata. Supports filtering and pagination up to 100 items per page.

List Entities By Document

Tool to retrieve all extracted entities from a specific document with pagination support. Use when you need to access structured data that has been extracted from a document by Ragie's entity extraction instructions.

List Entities by Instruction

Tool to retrieve entities generated by a specific instruction. Use when you need to fetch entities extracted from documents based on a specific instruction's processing.

List Instructions

Tool to retrieve all instruction records from the Ragie system. Use when you need to view all available instructions that define natural language prompts and entity schemas applied to documents.

List Partitions

Tool to retrieve a paginated list of all partitions sorted by name in ascending order. Use when you need to list available partitions with their configurations and limits.

Patch Document Metadata

Tool to update metadata for a specific document with partial update support. Use when you need to modify document metadata fields without replacing the entire metadata object. Supports both synchronous and asynchronous updates.

Retrieve Document Chunks

Tool to retrieve relevant document chunks based on a query. Use when you need to search and retrieve document content that matches a specific query, with optional filtering and reranking capabilities.

Set Partition Limits

Tool to set usage limits on partition pages and media. Use when you need to configure monthly or maximum limits for pages processed/hosted, video/audio processing, or media streaming/hosting for a specific partition.

Update Document From URL

Tool to update an existing document by fetching content from a publicly accessible URL. Use when you need to refresh or replace a document's content with data from a web URL. The document goes through processing steps before it is ready for retrieval.

Update Document Raw

Tool to update a document's content from raw text or JSON data. Use when modifying existing document content. The document undergoes processing and becomes available for retrieval once it reaches the ready state.

Update Instruction

Tool to update an instruction's active status. Use when you need to activate or deactivate an existing instruction.

Update Partition

Tool to update a partition's configuration including description, context-aware settings, and metadata schema. Use when you need to modify an existing partition's settings.

Frequently asked questions

What can I automate with Ragie on Definable?

Anything Ragie exposes through its API. Common developer tools workflows on Definable include triage issues, review pull requests, monitor builds. Personas can call any of the 31 Ragie tools directly, then chain the result into another integration without you writing code.

How does Ragie authentication work?

Ragie uses API_KEY on Definable. You connect once from the integrations page, scoped to the permissions you choose, and from then on any persona that has the integration enabled can act on your behalf. Tokens are encrypted at rest and rotated automatically.

Is the Ragie integration included in my Definable plan?

Yes — every Definable plan, including Starter, includes access to all 31 Ragie tools. You only need a separate Ragie subscription if Ragie itself charges per seat or per API call.

Is using Ragie through Definable secure?

Every call from a persona to Ragie is logged with the user, persona, prompt, and response. Tokens never leave Definable's secrets vault, scopes are configurable per persona, and you can revoke access at any time from the integration page.

How do I get started with Ragie on Definable?

Sign up for Definable, open the integrations page, find Ragie, and connect via OAuth or API key. You can immediately attach Ragie to any persona and start running workflows. The free Starter plan includes 5,000 credits/month.

What Ragie actions does Definable expose?

Definable exposes all 31 Ragie actions as callable tools — including `Create Document`, `Create Document From URL`, `Create Document Raw`, plus 28 more. Each tool gets a typed parameter schema so personas know exactly how to call it.

Ready to automate with Ragie?

Wire it up in minutes. No coding required.

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