Cognite Document AI API
The Document AI API from Cognite — 2 operation(s) for document ai.
The Document AI API from Cognite — 2 operation(s) for document ai.
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openapi: 3.2.0
info:
title: Cognite Document AI API
description: '# Introduction
This is the reference documentation for the Cognite API with
an overview of all the available methods.'
version: v1
contact:
name: Cognite Support
url: https://support.cognite.com
email: support@cognite.com
servers:
- url: https://{cluster}.cognitedata.com/api/v1/projects/{project}
description: The URL for the CDF cluster to connect to
variables:
cluster:
enum:
- api
- az-tyo-gp-001
- az-eastus-1
- az-power-no-northeurope
- westeurope-1
- asia-northeast1-1
- gc-dsm-gp-001
default: api
description: The CDF cluster to connect to
project:
default: publicdata
description: The CDF project name.
security:
- oidc-token:
- https://{cluster}.cognitedata.com/.default
- oauth2-client-credentials:
- https://{cluster}.cognitedata.com/.default
- oauth2-open-industrial-data:
- https://api.cognitedata.com/.default
- oauth2-auth-code:
- https://{cluster}.cognitedata.com/.default
tags:
- name: Document AI
paths:
/ai/tools/documents/ask:
post:
description: 'This API endpoint uses a language model to answer questions about documents. Provided with a natural language question and a list of files, the API returns a multi-part answer with references to the locations in the documents that were used to build the answer.
### Limitations
- Currently, we only support PDF files.
- The PDF files can be a maximum of 400 pages long.
- You can only pass 100 files in a single request.'
operationId: document_questioning_ai_tools_documents_ask_post
parameters:
- in: header
name: content-type
required: true
schema:
title: Content-Type
type: string
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/DocumentQARequest'
required: true
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/Answer'
description: Successful Response
'400':
$ref: '#/components/responses/ErrorResponse'
summary: Ask questions about one or more documents
tags:
- Document AI
/ai/tools/documents/summarize:
post:
description: Generates concise summaries for a list of input documents using a language model.
operationId: documents_summary_ai_tools_documents_summarize_post
parameters:
- in: header
name: content-type
required: true
schema:
title: Content-Type
type: string
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/DocumentSummarizationRequest'
required: true
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/DocumentSummarizationResponse'
description: Successful Response
'400':
$ref: '#/components/responses/ErrorResponse'
summary: Summarize documents
tags:
- Document AI
components:
responses:
ErrorResponse:
description: The response for a failed request.
content:
application/json:
schema:
type: object
required:
- error
properties:
error:
$ref: '#/components/schemas/Error'
schemas:
DocumentExternalId:
additionalProperties: false
properties:
externalId:
description: The external ID for the document. The value matches the externalId set in the Files API.
title: Externalid
type: string
required:
- externalId
title: DocumentExternalId
type: object
DocumentSummarizationResponseItemExternalId:
additionalProperties: false
properties:
externalId:
description: The external ID for the document. The value matches the externalId set in the Files API.
title: Externalid
type: string
summary:
description: The summary of the document.
title: Summary
type: string
required:
- externalId
- summary
title: DocumentSummarizationResponseItemExternalId
type: object
Content:
additionalProperties: false
properties:
references:
description: The document locations that this part of the answer is sourced from.
items:
$ref: '#/components/schemas/ReferenceAI'
title: References
type: array
text:
description: A part of the answer from the LLM.
title: Text
type: string
required:
- text
title: Content
type: object
Answer:
additionalProperties: false
properties:
content:
description: The content of an answer consists of one or more parts. Each part can have a different set of document locations connected to it.
items:
$ref: '#/components/schemas/Content'
title: Content
type: array
required:
- content
title: Answer
type: object
InstanceIdAI:
additionalProperties: false
properties:
externalId:
description: The data modeling external ID of the document.
pattern: ^[^]{1,256}$
title: Externalid
type: string
space:
description: The data modeling space of the document.
pattern: ^[a-zA-Z][a-zA-Z0-9_-]{0,41}[a-zA-Z0-9]?$
title: Space
type: string
required:
- space
- externalId
title: InstanceId
type: object
DocumentsLanguage:
enum:
- Chinese
- Dutch
- English
- French
- German
- Italian
- Japanese
- Korean
- Latvian
- Norwegian
- Portuguese
- Spanish
- Swedish
title: DocumentsLanguage
type: string
DocumentInstanceId:
additionalProperties: false
properties:
instanceId:
$ref: '#/components/schemas/InstanceIdAI'
description: The data modeling instance ID for the document.
required:
- instanceId
title: DocumentInstanceId
type: object
ReferenceAI:
additionalProperties: false
properties:
externalId:
description: The external ID of the file.
title: Externalid
type: string
fileId:
description: The ID of the file.
title: Fileid
type: integer
fileName:
description: The name of the file.
title: Filename
type: string
instanceId:
$ref: '#/components/schemas/InstanceIdAI'
description: The instance ID of the file.
locations:
description: The locations in the document that contain the relevant text.
items:
$ref: '#/components/schemas/LocationAI'
title: Locations
type: array
required:
- fileId
- fileName
- locations
title: Reference
type: object
Error:
type: object
required:
- code
- message
description: Cognite API error.
properties:
code:
type: integer
description: HTTP status code.
format: int32
example: 401
message:
type: string
description: Error message.
example: Could not authenticate.
missing:
type: array
description: List of lookup objects that do not match any results.
items:
type: object
additionalProperties: true
duplicated:
type: array
description: List of objects that are not unique.
items:
type: object
additionalProperties: true
DocumentInternalId:
additionalProperties: false
properties:
id:
description: The file ID for the document.
title: Id
type: integer
required:
- id
title: DocumentInternalId
type: object
DocumentSummarizationResponseItemInternalId:
additionalProperties: false
properties:
id:
description: The file ID for the document.
title: Id
type: integer
summary:
description: The summary of the document.
title: Summary
type: string
required:
- id
- summary
title: DocumentSummarizationResponseItemInternalId
type: object
LocationAI:
additionalProperties: false
properties:
bottom:
title: Bottom
type: number
left:
title: Left
type: number
pageNumber:
description: The page number within the file. Page numbers start at 1.
title: Pagenumber
type: integer
right:
title: Right
type: number
top:
title: Top
type: number
required:
- pageNumber
- left
- right
- top
- bottom
title: Location
type: object
DocumentSummarizationResponse:
additionalProperties: false
properties:
items:
description: A list of documents with summaries.
items:
oneOf:
- $ref: '#/components/schemas/DocumentSummarizationResponseItemInternalId'
- $ref: '#/components/schemas/DocumentSummarizationResponseItemExternalId'
- $ref: '#/components/schemas/DocumentSummarizationResponseItemInstanceId'
title: Items
type: array
required:
- items
title: DocumentSummarizationResponse
type: object
DocumentSummarizationRequest:
additionalProperties: false
properties:
ignoreUnknownIds:
default: false
description: If `true`, the API will not fail if any documents are missing, but summaries for the missing documents will be excluded from the response.
title: Ignoreunknownids
type: boolean
items:
description: A list of documents to summarize.
items:
oneOf:
- $ref: '#/components/schemas/DocumentInternalId'
- $ref: '#/components/schemas/DocumentExternalId'
- $ref: '#/components/schemas/DocumentInstanceId'
maxItems: 1
minItems: 1
title: Items
type: array
language:
$ref: '#/components/schemas/DocumentsLanguage'
default: English
description: The language in which the answer should be provided.
required:
- items
title: DocumentSummarizationRequest
type: object
DocumentQARequest:
additionalProperties: false
properties:
additionalContext:
description: Optional additional context that the model can use to improve its answer
maxLength: 2048
minLength: 10
title: Additionalcontext
type: string
fileIds:
description: A list of file IDs, external IDs, or instance IDs pointing to PDF documents
items:
oneOf:
- $ref: '#/components/schemas/DocumentInternalId'
- $ref: '#/components/schemas/DocumentExternalId'
- $ref: '#/components/schemas/DocumentInstanceId'
maxItems: 100
minItems: 1
title: Fileids
type: array
ignoreUnknownIds:
default: false
description: If `true`, the API will not fail if any documents are missing or not fully processed, but generate an answer based on available documents.
title: Ignoreunknownids
type: boolean
language:
$ref: '#/components/schemas/DocumentsLanguage'
default: English
description: The language in which the answer should be provided.
question:
description: The question to ask about the documents.
maxLength: 2048
minLength: 1
title: Question
type: string
required:
- question
- fileIds
title: DocumentQARequest
type: object
DocumentSummarizationResponseItemInstanceId:
additionalProperties: false
properties:
instanceId:
$ref: '#/components/schemas/InstanceIdAI'
description: The data modeling instance ID for the document.
summary:
description: The summary of the document.
title: Summary
type: string
required:
- instanceId
- summary
title: DocumentSummarizationResponseItemInstanceId
type: object
securitySchemes:
oidc-token:
type: http
scheme: bearer
bearerFormat: OpenID Connect or OAuth2 token
description: Access token issued by the CDF project's configured identity provider. Access token must be an OpenID Connect token, and the project must be configured to accept OpenID Connect tokens. Use a header key of 'Authorization' with a value of 'Bearer $accesstoken'. The token can be obtained through any flow supported by the identity provider.
oauth2-client-credentials:
type: oauth2
description: Access token issued by the CDF project's configured identity provider. Access token must be an OpenID Connect token, and the project must be configured to accept OpenID Connect tokens. Use a header key of 'Authorization' with a value of 'Bearer $accesstoken'. The token can be obtained through any flow supported by the identity provider.
flows:
clientCredentials:
tokenUrl: https://your-idps.token.url/
scopes:
default: https://{cluster}.cognitedata.com/.default
oauth2-auth-code:
type: oauth2
description: Access token issued by the CDF project's configured identity provider. Access token must be an OpenID Connect token, and the project must be configured to accept OpenID Connect tokens. Use a header key of 'Authorization' with a value of 'Bearer $accesstoken'. The token can be obtained through any flow supported by the identity provider.
flows:
authorizationCode:
authorizationUrl: https://your-idps.authorization.url/
tokenUrl: https://your-idps.token.url/
scopes:
default: https://{cluster}.cognitedata.com/.default
oauth2-open-industrial-data:
type: oauth2
description: Auth flow for Open Industrial Data. Get your client secret from https://hub.cognite.com/open-industrial-data-211.
flows:
clientCredentials:
tokenUrl: https://login.microsoftonline.com/48d5043c-cf70-4c49-881c-c638f5796997/oauth2/v2.0/token
scopes:
default: https://api.cognitedata.com/.default
org-oidc-token:
type: openIdConnect
openIdConnectUrl: https://auth.cognite.com/.well-known/openid-configuration
description: 'Access token issued by the Cognite authorization server, and valid for the target organization. The token must
be an OpenID Connect token, and it can be obtained by performing an OIDC login flow toward `auth.cognite.com`.
This is a single URL for all CDF organizations.'
x-tagGroups:
- name: Changelog
tags:
- Changelog
- name: Organizations and projects
tags:
- Organizations
- Projects
- name: Identity and access management
tags:
- Principals
- Groups
- Security categories
- Sessions
- Token
- User profiles
- Project Deletion Reporting
- name: Data modeling
tags:
- Data Modeling
- Data models
- Spaces
- Views
- Containers
- Nodes
- Instances
- Statistics
- Streams
- Records
- name: Asset-centric data model
tags:
- Assets
- Time series
- Synthetic Time Series
- Data point subscriptions
- Events
- Files
- Sequences
- Geospatial
- Seismic
- name: 3D
tags:
- 3D Models
- 3D Model Revisions
- 3D Files
- 3D Asset Mapping
- 3D Contextualization
- 3D Jobs
- 3D Migration
- 3D Scenes
- name: Contextualization
tags:
- Entity matching
- Entity matching pipelines
- Engineering diagrams
- Vision
- Advanced joins
- name: Cognite AI
tags:
- Agents
- Skills
- Chat Completions
- Document AI
- Models
- name: Documents
tags:
- Documents
- Document preview
- name: Data ingestion
tags:
- Raw
- Extraction Pipelines
- Extraction Pipelines Runs
- Extraction Pipelines Config
- Extractors
- name: Data organization
tags:
- Data sets
- Data domains
- Data products
- Rule sets
- Labels
- Relationships
- Annotations
- name: Transformations
tags:
- Transformations
- Transformation Jobs
- Transformation Schedules
- Transformation Notifications
- Query
- Schema
- name: Functions
tags:
- Functions
- Function calls
- Function schedules
- name: Hosted Extractors
tags:
- Sources
- Jobs
- Destinations
- Mappings
- name: PostgreSQL Gateway
tags:
- Postgres Gateway Users
- Postgres Gateway Tables
- name: SAP Writeback
tags:
- SAP Instances
- SAP Endpoints
- Schema Mappings
- Writeback Requests
- name: Data workflows
tags:
- Workflows
- Workflow versions
- Workflow executions
- Workflow triggers
- Tasks
- Workers
- name: Simulators
tags:
- Simulators
- Simulator Integrations
- Simulator Models
- Simulator Routines
- Simulation Runs
- Simulator Logs
- name: Units
tags:
- Units
- Unit Systems
- name: ''
tags:
- ''