Ragie

Ragie integration (AI, Developer Tools). Imported from open-connector.

API key19 toolshttps://api.ragie.ai

POST

ragie_retrieve

Retrieve the most relevant Ragie document chunks for a query, with optional metadata filters, reranking, and partition scoping.

/retrievals

7 parameters

Param	Type	Required	Description
query	string	required	The search query used for retrieval.
topK	integer	optional	The maximum number of chunks to return.
filter	object	optional	A loose JSON object accepted by Ragie.
rerank	boolean	optional	Whether Ragie should rerank chunks for semantic relevance.
partition	string	optional	The partition to scope retrieval to.
recencyBias	boolean	optional	Whether to favor newer documents during retrieval.
maxChunksPerDocument	integer	optional	The maximum number of chunks to return per document.

GET

ragie_list_documents

List Ragie documents with filter, cursor pagination, and optional partition scoping to inspect ingestion progress.

/documents

4 parameters

Param	Type	Required	Description
cursor	string	optional	The pagination cursor returned by a previous list call.
filter	string	optional	The filter expression used to narrow returned documents.
pageSize	integer	optional	The number of documents to return per page.
partition	string	optional	The partition to scope the request to.

GET

ragie_get_document

Get a single Ragie document by ID to inspect status, metadata, errors, and counts.

/documents/{documentId}

2 parameters

Param	Type	Required	Description
documentId	string	required	The document identifier.
partition	string	optional	The partition to scope the request to.

POST

ragie_create_document_raw

Create a Ragie document from raw text or JSON data when the content already exists in memory and does not need file upload.

/documents/raw

5 parameters

Param	Type	Required	Description
data	string	required	The raw data to ingest into Ragie.
name	string	optional	The user-facing document name.
metadata	object	optional	A metadata object containing Ragie-compatible primitive values.
partition	string	optional	The partition to place the document in.
externalId	string	optional	The external identifier of the document.

POST

ragie_create_document_from_url

Create a Ragie document from a public URL when the source file is already hosted externally.

/documents/url

6 parameters

Param	Type	Required	Description
url	string	required	The public URL of the source document.
mode	string	optional	The optional processing mode for ingestion.
name	string	optional	The user-facing document name.
metadata	object	optional	A metadata object containing Ragie-compatible primitive values.
partition	string	optional	The partition to place the document in.
externalId	string	optional	The external identifier of the document.

PATCH

ragie_patch_document_metadata

Patch Ragie document metadata in place without replacing the entire metadata object.

/documents/{documentId}/metadata

4 parameters

Param	Type	Required	Description
documentId	string	required	The document identifier.
metadata	object	required	The metadata fields to upsert or remove with null values.
partition	string	optional	The partition to scope the request to.
async	boolean	optional	Whether Ragie should run the metadata patch asynchronously.

GET

ragie_get_document_content

Get Ragie document content in the requested media type, with optional byte range and download behavior.

/documents/{documentId}/content

5 parameters

Param	Type	Required	Description
documentId	string	required	The document identifier.
range	string	optional	The HTTP byte range to request from Ragie.
download	boolean	optional	Whether Ragie should return content as a download.
partition	string	optional	The partition to scope the request to.
mediaType	string	optional	The media type to request from Ragie.

GET

ragie_get_document_summary

Get the Ragie-generated summary for a specific document.

/documents/{documentId}/summary

2 parameters

Param	Type	Required	Description
documentId	string	required	The document identifier.
partition	string	optional	The partition to scope the request to.

GET

ragie_get_document_chunks

List the chunks of a Ragie document with cursor pagination and optional start/end index filtering.

/documents/{documentId}/chunks

6 parameters

Param	Type	Required	Description
documentId	string	required	The document identifier.
cursor	string	optional	The pagination cursor returned by a previous chunk list call.
pageSize	integer	optional	The number of chunks to return per page.
partition	string	optional	The partition to scope the request to.
startIndex	integer	optional	The inclusive starting chunk index.
endIndex	integer	optional	The inclusive ending chunk index.

DELETE

ragie_delete_document

Delete a Ragie document, optionally in asynchronous mode.

/documents/{documentId}

3 parameters

Param	Type	Required	Description
documentId	string	required	The document identifier.
async	boolean	optional	Whether Ragie should delete the document asynchronously.
partition	string	optional	The partition to scope the request to.

GET

ragie_list_partitions

List available Ragie partitions and their current limits with cursor pagination.

/partitions

2 parameters

Param	Type	Required	Description
cursor	string	optional	The pagination cursor returned by a previous list call.
pageSize	integer	optional	The number of partitions to return per page.

GET

ragie_get_partition

Get a specific Ragie partition together with its limits and usage stats.

/partitions/{partitionId}

1 parameter

Param	Type	Required	Description
partitionId	string	required	The partition identifier.

POST

ragie_create_partition

Create a Ragie partition to isolate documents, metadata schemas, and resource limits by workspace or tenant.

/partitions

16 parameters

Param	Type	Required	Description
name	string	required	The partition identifier to create.
description	string	optional	The partition description.
contextAware	boolean	optional	Whether the partition should generate context-aware descriptions.
metadataSchema	object	optional	A loose JSON object accepted by Ragie.
mediaHostedLimitMax	integer	optional	The maximum hosted media limit in megabytes.
pagesHostedLimitMax	integer	optional	The maximum hosted pages limit.
mediaStreamedLimitMax	integer	optional	The maximum streamed media limit in megabytes.
audioProcessedLimitMax	integer	optional	The maximum audio processing limit in minutes.
pagesProcessedLimitMax	integer	optional	The maximum processed pages limit.
videoProcessedLimitMax	integer	optional	The maximum video processing limit in minutes.
mediaHostedLimitMonthly	integer	optional	The monthly hosted media limit in megabytes.
pagesHostedLimitMonthly	integer	optional	The monthly hosted pages limit.
mediaStreamedLimitMonthly	integer	optional	The monthly streamed media limit in megabytes.
audioProcessedLimitMonthly	integer	optional	The monthly audio processing limit in minutes.
pagesProcessedLimitMonthly	integer	optional	The monthly processed pages limit.
videoProcessedLimitMonthly	integer	optional	The monthly video processing limit in minutes.

PATCH

ragie_update_partition

Update a Ragie partition's description, metadata schema, and context-aware setting without recreating it.

/partitions/{partitionId}

4 parameters

Param	Type	Required	Description
partitionId	string	required	The partition identifier.
description	string	optional	The updated partition description.
contextAware	boolean	optional	Whether the partition should be context-aware after the update.
metadataSchema	object	optional	A loose JSON object accepted by Ragie.

PUT

ragie_set_partition_limits

Update the page, media, audio, and video limits on an existing Ragie partition.

/partitions/{partitionId}/limits

13 parameters

Param	Type	Required	Description
partitionId	string	required	The partition identifier.
mediaHostedLimitMax	integer	optional	The maximum hosted media limit in megabytes.
pagesHostedLimitMax	integer	optional	The maximum hosted pages limit.
mediaStreamedLimitMax	integer	optional	The maximum streamed media limit in megabytes.
audioProcessedLimitMax	integer	optional	The maximum audio processing limit in minutes.
pagesProcessedLimitMax	integer	optional	The maximum processed pages limit.
videoProcessedLimitMax	integer	optional	The maximum video processing limit in minutes.
mediaHostedLimitMonthly	integer	optional	The monthly hosted media limit in megabytes.
pagesHostedLimitMonthly	integer	optional	The monthly hosted pages limit.
mediaStreamedLimitMonthly	integer	optional	The monthly streamed media limit in megabytes.
audioProcessedLimitMonthly	integer	optional	The monthly audio processing limit in minutes.
pagesProcessedLimitMonthly	integer	optional	The monthly processed pages limit.
videoProcessedLimitMonthly	integer	optional	The monthly video processing limit in minutes.

DELETE

ragie_delete_partition

Delete a Ragie partition, optionally in asynchronous mode.

/partitions/{partitionId}

2 parameters

Param	Type	Required	Description
partitionId	string	required	The partition identifier.
asyncDeletion	boolean	optional	Whether Ragie should delete the partition asynchronously.

GET

ragie_list_connection_source_types

List the embedded connector source types that Ragie can authorize and sync through its connections API.

/connections/source-type

GET

ragie_list_connections

List Ragie connections with metadata filtering, pagination, and optional partition scoping.

/connections

4 parameters

Param	Type	Required	Description
cursor	string	optional	The pagination cursor returned by a previous list call.
filter	string	optional	The filter expression used to narrow returned connections.
pageSize	integer	optional	The number of connections to return per page.
partition	string	optional	The partition to scope the request to.

POST

ragie_create_oauth_redirect_url

Create the Ragie embedded OAuth redirect URL for a connection source type such as Google Drive or Notion.

/connections/oauth

9 parameters

Param	Type	Required	Description
redirectUri	string	required	The redirect URI that Ragie should return the user to.
sourceType	string	optional	The Ragie connection source type to authorize.
theme	string	optional	The theme for Ragie's OAuth UI.
config	object	optional	A loose JSON object accepted by Ragie.
metadata	object	optional	A metadata object containing Ragie-compatible primitive values.
partition	string	optional	The partition to scope the connection to.
pageLimit	integer	optional	The maximum number of pages Ragie may sync.
mode	string	optional	The optional processing mode for ingestion.
authenticatorId	string	optional	The white-label authenticator identifier to use.