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konfuzio.yml
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openapi: 3.0.3
info:
title: Konfuzio API
version: v2
description: |-
Konfuzio is a cloud and on-premises B2B platform used thousands of times a day to train and run AI. SMEs and large companies train their AI to understand and process documents, e-mails and texts like human beings. Find out more on our <a href="https://konfuzio.com/" target="_blank">homepage</a>.
Further technical documentation is available online on our <a href="https://dev.konfuzio.com/" target="_blank">developer's guide</a>.
termsOfService: https://konfuzio.com/impressum/
contact:
email: [email protected]
license:
name: Helm & Nagel GmbH
paths:
/api/v2/docs/:
post:
operationId: docs_create
description: |-
By default the processing of a document is asynchronous.
You can set a `callback_url` to get notified once the processing has finished or pull the results in a separate request using the `extraction_url` attribute.
Alternatively, you can make the processing synchronous by setting `sync=True`. Keep in mind that the processing can take several minutes for large documents.
summary: Upload a new document
tags:
- docs
requestBody:
content:
multipart/form-data:
schema:
$ref: '#/components/schemas/CreateDocumentSerializerV2Request'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'403':
description: Access to the project denied, or the project does not exist.
'500':
description: Internal server error. Please contact support.
'400':
description: Bad request. See validation error.
/api/v2/docs/{id}/:
get:
operationId: docs_retrieve
description: ' '
summary: Retrieve a document's details
parameters:
- in: path
name: id
schema:
type: string
required: true
tags:
- docs
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/DocumentSerializerV2'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
put:
operationId: docs_update
description: ''
summary: Update an existing document
parameters:
- in: path
name: id
schema:
type: string
required: true
tags:
- docs
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/PublicDocumentRequest'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/PublicDocumentRequest'
multipart/form-data:
schema:
$ref: '#/components/schemas/PublicDocumentRequest'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/PublicDocument'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
'400':
description: Bad request. See validation error.
patch:
operationId: docs_partial_update
description: ' '
summary: Update an existing document
parameters:
- in: path
name: id
schema:
type: string
required: true
tags:
- docs
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/PublicDocumentRequest'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/PublicDocumentRequest'
multipart/form-data:
schema:
$ref: '#/components/schemas/PublicDocumentRequest'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/PublicDocument'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
'400':
description: Bad request. See validation error.
delete:
operationId: docs_destroy
description: ''
summary: Delete a document
parameters:
- in: path
name: id
schema:
type: string
required: true
tags:
- docs
security:
- basicAuth: []
- tokenAuth: []
responses:
'204':
description: No response body
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
/api/v2/docs/{id}/feedback/:
patch:
operationId: docs_feedback_partial_update
description: |-
You can give feedback by sending the adapted extraction result dictionary.
Example python code:
```python
import requests
import json
from requests.auth import HTTPBasicAuth
url = f"https://app.konfuzio.com/api/v2/docs/{DOC_ID}/"
feedback_url = url + "/feedback/"
auth = HTTPBasicAuth(KONFUZIO_USER, KONFUZIO_PASSWORD)
data = requests.get(url=url, auth=auth).json()
# Mark Extraction as correct.
data['labels']['Bruttozahlweise']['extractions'][0]['correct'] = True
# Add new Extraction which has not been in result list.
data['labels']['Bruttozahlweise']['extractions'].append({'value': '123,45'})
r = requests.patch(url=feedback_url, data=json.dumps(data), auth=auth,
headers={'Content-Type': 'application/json'},)
```
summary: Give feedback to the extraction results of a document
parameters:
- in: path
name: id
schema:
type: string
required: true
tags:
- docs
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/DocumentSerializerV2Request'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/DocumentSerializerV2Request'
multipart/form-data:
schema:
$ref: '#/components/schemas/DocumentSerializerV2Request'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/DocumentSerializerV2'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
'400':
description: Bad request. See validation error.
/api/v2/labels/:
get:
operationId: labels_list
description: ' '
summary: List all labels for the user
parameters:
- name: limit
required: false
in: query
description: Number of results to return per page.
schema:
type: integer
- name: offset
required: false
in: query
description: The initial index from which to return the results.
schema:
type: integer
tags:
- labels
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/PaginatedPublicLabelList'
description: Success.
'500':
description: Internal server error. Please contact support.
post:
operationId: labels_create
description: ' '
summary: Create a new label
tags:
- labels
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
multipart/form-data:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'201':
content:
application/json:
schema:
$ref: '#/components/schemas/PublicLabel'
description: Resource created.
'500':
description: Internal server error. Please contact support.
'400':
description: Bad request. See validation error.
/api/v2/labels/{id}/:
get:
operationId: labels_retrieve
description: ' '
summary: Retrieve a label's details
parameters:
- in: path
name: id
schema:
type: integer
description: A unique integer value identifying this label.
required: true
tags:
- labels
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/PublicLabel'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
put:
operationId: labels_update
description: ' '
summary: Update an existing label
parameters:
- in: path
name: id
schema:
type: integer
description: A unique integer value identifying this label.
required: true
tags:
- labels
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
multipart/form-data:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/PublicLabel'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
'400':
description: Bad request. See validation error.
patch:
operationId: labels_partial_update
description: ' '
summary: Update an existing label
parameters:
- in: path
name: id
schema:
type: integer
description: A unique integer value identifying this label.
required: true
tags:
- labels
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
multipart/form-data:
schema:
$ref: '#/components/schemas/PublicLabelRequest'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/PublicLabel'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
'400':
description: Bad request. See validation error.
/api/projects/:
get:
operationId: projects_list
description: ' '
summary: List all projects for the user
tags:
- projects
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
type: array
items:
$ref: '#/components/schemas/Project'
description: Success.
'500':
description: Internal server error. Please contact support.
post:
operationId: projects_create
description: ' '
summary: Create a new project
tags:
- projects
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/ProjectRequest'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/ProjectRequest'
multipart/form-data:
schema:
$ref: '#/components/schemas/ProjectRequest'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'201':
content:
application/json:
schema:
$ref: '#/components/schemas/Project'
description: Resource created.
'500':
description: Internal server error. Please contact support.
'400':
description: Bad request. See validation error.
/api/projects/{id}/:
get:
operationId: projects_retrieve
description: This endpoint returns all labels, label sets and categories in
a project. Label sets and categories are named "section_labels" for historical
reasons. Label sets are section_labels with is_default=False, categories are
section_labels with is_default=True.
summary: Retrieve a project's details
parameters:
- in: path
name: id
schema:
type: string
required: true
tags:
- projects
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/Project'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
put:
operationId: projects_update
description: ' '
summary: Update an existing project
parameters:
- in: path
name: id
schema:
type: string
required: true
tags:
- projects
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/ProjectRequest'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/ProjectRequest'
multipart/form-data:
schema:
$ref: '#/components/schemas/ProjectRequest'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/Project'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
'400':
description: Bad request. See validation error.
patch:
operationId: projects_partial_update
description: ' '
summary: Update an existing project
parameters:
- in: path
name: id
schema:
type: string
required: true
tags:
- projects
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/ProjectRequest'
application/x-www-form-urlencoded:
schema:
$ref: '#/components/schemas/ProjectRequest'
multipart/form-data:
schema:
$ref: '#/components/schemas/ProjectRequest'
required: true
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/Project'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
'400':
description: Bad request. See validation error.
/api/projects/{project_id}/docs/:
get:
operationId: projects_docs_list
description: |-
Use this endpoint to get meta information for all documents in your projects.
You can use the `created_at` or `id` field to identify recently added documents.
The default limit of returned documents for a request is 1000.
summary: Get a list of all documents in your project
parameters:
- in: query
name: created_at_after
schema:
type: string
format: date
description: An optional filter to query documents which have been created
after a specific date (e.g. "2021-07-31")
- in: query
name: created_at_before
schema:
type: string
format: date
description: An optional filter to query documents which have been created
before a specific date (e.g. "2021-07-31")
- name: limit
required: false
in: query
description: Number of results to return per page.
schema:
type: integer
- name: offset
required: false
in: query
description: The initial index from which to return the results.
schema:
type: integer
- in: path
name: project_id
schema:
type: integer
description: A unique integer value identifying the project.
required: true
tags:
- projects
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/PaginatedDocumentMetaList'
description: Success.
'500':
description: Internal server error. Please contact support.
'403':
description: Permission denied. You don't have access to this resource.
'404':
description: Not found.
/api/projects/{project_id}/docs/{doc_id}/annotations/:
get:
operationId: projects_docs_annotations_list
description: Get all annotations for a document as a list.
summary: Get all annotations for a document
parameters:
- in: path
name: doc_id
schema:
type: integer
description: A unique integer value identifying this document.
required: true
- in: path
name: project_id
schema:
type: integer
description: A unique integer value identifying the project.
required: true
tags:
- projects
security:
- basicAuth: []
- tokenAuth: []
responses:
'200':
content:
application/json:
schema:
type: array
items:
$ref: '#/components/schemas/SequenceAnnotation'
examples:
Invoices:
value:
- id: 4193556
label: 6768
label_text: invoice number
label_data_type: Text
label_threshold: 0.1
section_label_text: Invoice
section_label_id: 1704
section: 281875
offset_string: INV-3337
offset_string_original: INV-3337
translated_string: null
normalized: INV-3337
start_offset: 237
end_offset: 245
accuracy: null
is_correct: true
revised: false
created_by: 279
revised_by: null
bbox:
x0: 452.8008
x1: 488.8152
y0: 716.1336000000001
y1: 722.6064000000001
top: 118.39680000000001
bottom: 124.86959999999999
line_index: 1
page_index: 0
bboxes:
- x0: 452.8008
x1: 488.8152
y0: 716.1336000000001
y1: 722.6064000000001
top: 118.39680000000001
bottom: 124.86959999999999
end_offset: 245
page_index: 0
line_number: 3
start_offset: 237
offset_string: INV-3337
offset_string_original: INV-3337
selection_bbox:
x0: 452.8008
x1: 488.8152
y0: 716.1336000000001
y1: 722.6064000000001
top: 118.39680000000001
bottom: 124.86959999999999
line_index: 1
page_index: 0
custom_offset_string: false
get_created_by: [email protected]
get_revised_by: n/a
- id: 4193567
label: 6767
label_text: invoice date
label_data_type: Text
label_threshold: 0.1
section_label_text: Invoice
section_label_id: 1704
section: 281875
offset_string: January 25, 2016
offset_string_original: January 25, 2016
translated_string: null
normalized: January 25, 2016
start_offset: 462
end_offset: 478
accuracy: null
is_correct: true
revised: false
created_by: 279
revised_by: null
bbox:
x0: 452.08799999999997
x1: 519.588
y0: 682.7976
y1: 690.9839999999999
top: 150.0192
bottom: 158.20559999999998
line_index: 1
page_index: 0
bboxes:
- x0: 452.08799999999997
x1: 519.588
y0: 682.7976
y1: 690.9839999999999
top: 150.0192
bottom: 158.20559999999998
end_offset: 478
page_index: 0
line_number: 6
start_offset: 462
offset_string: January 25, 2016
offset_string_original: January 25, 2016
selection_bbox:
x0: 452.08799999999997
x1: 519.588
y0: 682.7976
y1: 690.9839999999999
top: 150.0192
bottom: 158.20559999999998
line_index: 1
page_index: 0
custom_offset_string: false
get_created_by: [email protected]
get_revised_by: n/a
- id: 4193748
label: 6765
label_text: gross amount
label_data_type: Text
label_threshold: 0.1
section_label_text: Invoice
section_label_id: 1704
section: 281875
offset_string: $93.50
offset_string_original: $93.50
translated_string: null
normalized: $93.50
start_offset: 715
end_offset: 721
accuracy: null
is_correct: true
revised: false
created_by: 279
revised_by: null
bbox:
x0: 452.1744
x1: 478.5264
y0: 651.9168000000001
y1: 659.7504
top: 181.25279999999998
bottom: 189.0864
line_index: 1
page_index: 0
bboxes:
- x0: 452.1744
x1: 478.5264
y0: 651.9168000000001
y1: 659.7504
top: 181.25279999999998
bottom: 189.0864
end_offset: 721
page_index: 0
line_number: 9
start_offset: 715
offset_string: $93.50
offset_string_original: $93.50
selection_bbox:
x0: 452.1744
x1: 478.5264
y0: 651.9168000000001
y1: 659.7504
top: 181.25279999999998
bottom: 189.0864
line_index: 1
page_index: 0
custom_offset_string: false
get_created_by: [email protected]
get_revised_by: n/a
- id: 4193753
label: 6771
label_text: product name
label_data_type: Text
label_threshold: 0.1
section_label_text: invoice item
section_label_id: 1706
section: 281889
offset_string: Web Design
offset_string_original: Web Design
translated_string: null
normalized: Web Design
start_offset: 1038
end_offset: 1048
accuracy: null
is_correct: true
revised: false
created_by: 279
revised_by: null
bbox:
x0: 102.65039999999999
x1: 149.8464
y0: 480.8952
y1: 489.168
top: 351.8352
bottom: 360.108
line_index: 1
page_index: 0
bboxes:
- x0: 102.65039999999999
x1: 149.8464
y0: 480.8952
y1: 489.168
top: 351.8352
bottom: 360.108
end_offset: 1048
page_index: 0
line_number: 17
start_offset: 1038
offset_string: Web Design
offset_string_original: Web Design
selection_bbox:
x0: 102.65039999999999
x1: 149.8464
y0: 480.8952
y1: 489.168
top: 351.8352
bottom: 360.108
line_index: 1
page_index: 0
custom_offset_string: false
get_created_by: [email protected]
get_revised_by: n/a
- id: 4193755
label: 6770
label_text: unit price
label_data_type: Text
label_threshold: 0.1
section_label_text: invoice item
section_label_id: 1706
section: 281889
offset_string: $85.00
offset_string_original: $85.00
translated_string: null
normalized: $85.00
start_offset: 1092
end_offset: 1098
accuracy: null
is_correct: true
revised: false
created_by: 279
revised_by: null
bbox:
x0: 363.27599999999995
x1: 389.5416
y0: 477.0648
y1: 484.89840000000004
top: 356.1048
bottom: 363.9384
line_index: 1
page_index: 0
bboxes:
- x0: 363.27599999999995
x1: 389.5416
y0: 477.0648
y1: 484.89840000000004
top: 356.1048
bottom: 363.9384
end_offset: 1098
page_index: 0
line_number: 17
start_offset: 1092
offset_string: $85.00
offset_string_original: $85.00
selection_bbox:
x0: 363.27599999999995
x1: 389.5416
y0: 477.0648
y1: 484.89840000000004
top: 356.1048
bottom: 363.9384
line_index: 1
page_index: 0
custom_offset_string: false
get_created_by: [email protected]
get_revised_by: n/a
- id: 4193756
label: 6772
label_text: subtotal
label_data_type: Text
label_threshold: 0.1
section_label_text: invoice item
section_label_id: 1706
section: 281889
offset_string: $85.00
offset_string_original: $85.00
translated_string: null
normalized: $85.00
start_offset: 1125
end_offset: 1131
accuracy: null
is_correct: true
revised: false
created_by: 279
revised_by: null
bbox:
x0: 517.8744
x1: 544.14
y0: 477.0648
y1: 484.89840000000004
top: 356.1048
bottom: 363.9384
line_index: 1
page_index: 0
bboxes:
- x0: 517.8744
x1: 544.14
y0: 477.0648
y1: 484.89840000000004
top: 356.1048
bottom: 363.9384
end_offset: 1131
page_index: 0
line_number: 17
start_offset: 1125
offset_string: $85.00
offset_string_original: $85.00
selection_bbox:
x0: 517.8744
x1: 544.14
y0: 477.0648
y1: 484.89840000000004
top: 356.1048
bottom: 363.9384
line_index: 1
page_index: 0