Ragie for AI agents
Agents read Ragie at once. Changes and sends are held for a person's approval by default.
About Ragie
Fully managed RAG-as-a-Service for developers
What an agent can do in Ragie
Every Ragie action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.
Runs at once (reads)
Looks things up in Ragie without asking first. 16 actions.
- Get DocumentTool 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 i
- Get Document ChunksTool 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
- Get Document ContentTool 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.
- List ConnectionsTool to list all connections sorted by creation date descending with pagination support. Use when you need to retrieve connections, optionally filtered by metadata.
- List DocumentsTool 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 pe
- List Entities By DocumentTool 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 extracti
- List InstructionsTool 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.
- Retrieve Document ChunksTool 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.
- Get Document ChunkTool 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 inde
- Get Document Chunk ContentTool 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 SummaryTool 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 PartitionTool to retrieve a partition by ID with usage statistics and resource limits. Use when you need to get detailed information about a specific partition.
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- Get ResponseTool to retrieve a response by its unique identifier. Use when you need to check the status or details of a previously created response.
- List Connection Source TypesTool 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 Entities by InstructionTool 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 PartitionsTool 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.
Held for approval by default (changes and sends)
Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 15 actions.
- Create DocumentTool 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/f
- Create Document From URLTool 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, re
- Create Document RawTool 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
- Create InstructionTool 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 docu
- Create OAuth Redirect URLTool 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 PartitionTool 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 DocumentTool 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 InstructionTool 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).
- Patch Document MetadataTool 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 synchronou
- Update Document From URLTool 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
- Update Document RawTool 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
- Update InstructionTool to update an instruction's active status. Use when you need to activate or deactivate an existing instruction.
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- Delete PartitionTool 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.
- Set Partition LimitsTool 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 spe
- Update PartitionTool 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.
Changes wait in Needs you
Changes and sends in Ragie are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
Related connectors
Ragie questions
Can an agent change data in Ragie on its own?
Not by default. Changes and sends in Ragie are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
What can an agent read in Ragie?
This connector lists 16 read actions. Reads run at once, without waiting for approval.
How does Ragie connect?
It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.