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Generative extractor
Document Understanding API Guide
Last updated Nov 21, 2024
Generative extractor
Tip: The Project ID is obtained from the response
received from the Get project information call.
curl -X 'POST' \
'https://cloud.uipath.com/<Organization_Name>/<Tenant_Name>/du_/api/framework/projects/<Project_ID>/extractors/generative_extractor/extraction?api-version=1' \
-H 'accept: text/plain' \
-H 'Authorization: Bearer eyJhbGciOiJSUzI1NiIsImtpZCI6IjkxODQzNjM3MzVGRDU1RDgyQ0JBNTM2N0Y1MDdCNEEwOEUzMkUxNkEiLCJ4NXQiOiJrWVEyTnpYOVZkZ3N1bE5uOVFlMG9JNHk0V28iLCJ0eXAiOiJKV1QifQ.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.DLF7AK_Q2xwnR0VJxagXLNM6kuxjDt0F6d_UEV3AmEhr_Gi8Ykn4UXVfa-YbnnZvx5mLcZdT9kAZIPVi3FvE7R6N_60FS7j72TMjhaBtKVzt7NBxMjdXmuEqoom9wyRhX5IXEdWxhg5GGseL_m7fbLcBJYrHIvmZCIcTVNLMd73E5TzJwaW3TpQ_cZOBtvjhOZ-lIZus_R2hPez3v5E_d2BsmV9kbIf-DnhQm5LfUvD2JYytSiTiiWQVDE4lVDqQri88feUwSMOKp7e1Z_Kg9i7mf7SHjL9uH0tQWczTOP0LDHHN0uOsJsVhmlmMREyMjnjF0X8vA2PVda3uyjUJqg' \
-H 'Content-Type: application/json' \
-d '{
"documentId": "fa83da2a-1498-ee11-8925-000d3a67a01e",
"prompts": [
{
"id": "Invoice Number",
"question": "Extract the invoice number from the provided document."
},
{
"id": "Date",
"question": "What is the invoice date mentioned in the document?"
},
{
"id": "Total",
"question": "Extract the total amount from the invoice."
}
]
}'
curl -X 'POST' \
'https://cloud.uipath.com/<Organization_Name>/<Tenant_Name>/du_/api/framework/projects/<Project_ID>/extractors/generative_extractor/extraction?api-version=1' \
-H 'accept: text/plain' \
-H 'Authorization: Bearer eyJhbGciOiJSUzI1NiIsImtpZCI6IjkxODQzNjM3MzVGRDU1RDgyQ0JBNTM2N0Y1MDdCNEEwOEUzMkUxNkEiLCJ4NXQiOiJrWVEyTnpYOVZkZ3N1bE5uOVFlMG9JNHk0V28iLCJ0eXAiOiJKV1QifQ.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.DLF7AK_Q2xwnR0VJxagXLNM6kuxjDt0F6d_UEV3AmEhr_Gi8Ykn4UXVfa-YbnnZvx5mLcZdT9kAZIPVi3FvE7R6N_60FS7j72TMjhaBtKVzt7NBxMjdXmuEqoom9wyRhX5IXEdWxhg5GGseL_m7fbLcBJYrHIvmZCIcTVNLMd73E5TzJwaW3TpQ_cZOBtvjhOZ-lIZus_R2hPez3v5E_d2BsmV9kbIf-DnhQm5LfUvD2JYytSiTiiWQVDE4lVDqQri88feUwSMOKp7e1Z_Kg9i7mf7SHjL9uH0tQWczTOP0LDHHN0uOsJsVhmlmMREyMjnjF0X8vA2PVda3uyjUJqg' \
-H 'Content-Type: application/json' \
-d '{
"documentId": "fa83da2a-1498-ee11-8925-000d3a67a01e",
"prompts": [
{
"id": "Invoice Number",
"question": "Extract the invoice number from the provided document."
},
{
"id": "Date",
"question": "What is the invoice date mentioned in the document?"
},
{
"id": "Total",
"question": "Extract the total amount from the invoice."
}
]
}'
{
"extractionResult": {
"DocumentId": "fa83da2a-1498-ee11-8925-000d3a67a01e",
"ResultsVersion": 0,
"ResultsDocument": {
"Bounds": {
"StartPage": 0,
"PageCount": 1,
"TextStartIndex": 0,
"TextLength": 864
},
"Language": "eng",
"DocumentGroup": "",
"DocumentCategory": "",
"DocumentTypeId": "Unknown",
"DocumentTypeName": "Unknown",
"DocumentTypeDataVersion": 0,
"DataVersion": 0,
"DocumentTypeSource": "Automatic",
"DocumentTypeField": {
"Components": [],
"Value": "Unknown",
"UnformattedValue": "",
"Reference": {
"TextStartIndex": 0,
"TextLength": 0,
"Tokens": []
},
"DerivedFields": [],
"Confidence": 1.0,
"OperatorConfirmed": false,
"OcrConfidence": -1.0,
"TextType": "Unknown"
},
"Fields": [
{
"FieldId": "Invoice Number",
"FieldName": "Invoice Number",
"FieldType": "Text",
"IsMissing": false,
"DataSource": "Automatic",
"Values": [
{
"Components": [],
"Value": "INV-3337",
"UnformattedValue": "",
"Reference": {
"TextStartIndex": 69,
"TextLength": 8,
"Tokens": [
{
"TextStartIndex": 69,
"TextLength": 8,
"Page": 0,
"PageWidth": 595.0,
"PageHeight": 841.0,
"Boxes": [
[
115.73,
451.94,
37.17,
14.11
]
]
}
]
},
"DerivedFields": [],
"Confidence": 0.0,
"OperatorConfirmed": false,
"OcrConfidence": 1.0,
"TextType": "Unknown"
}
],
"DataVersion": 0,
"OperatorConfirmed": false
},
{
"FieldId": "Date",
"FieldName": "Date",
"FieldType": "Text",
"IsMissing": false,
"DataSource": "Automatic",
"Values": [
{
"Components": [],
"Value": "January 25, 2016",
"UnformattedValue": "",
"Reference": {
"TextStartIndex": 191,
"TextLength": 16,
"Tokens": [
{
"TextStartIndex": 191,
"TextLength": 16,
"Page": 0,
"PageWidth": 595.0,
"PageHeight": 841.0,
"Boxes": [
[
147.35,
451.94,
31.3,
14.11
],
[
147.35,
485.68,
12.23,
14.11
],
[
147.35,
500.36,
19.57,
14.11
]
]
}
]
},
"DerivedFields": [],
"Confidence": 0.0,
"OperatorConfirmed": false,
"OcrConfidence": 1.0,
"TextType": "Unknown"
}
],
"DataVersion": 0,
"OperatorConfirmed": false
},
{
"FieldId": "Total",
"FieldName": "Total",
"FieldType": "Text",
"IsMissing": false,
"DataSource": "Automatic",
"Values": [
{
"Components": [],
"Value": "$93.50",
"UnformattedValue": "",
"Reference": {
"TextStartIndex": 374,
"TextLength": 6,
"Tokens": [
{
"TextStartIndex": 374,
"TextLength": 6,
"Page": 0,
"PageWidth": 595.0,
"PageHeight": 841.0,
"Boxes": [
[
178.76,
451.94,
26.91,
14.43
]
]
}
]
},
"DerivedFields": [],
"Confidence": 0.0,
"OperatorConfirmed": false,
"OcrConfidence": 1.0,
"TextType": "Unknown"
}
],
"DataVersion": 0,
"OperatorConfirmed": false
}
],
"Tables": []
},
"ExtractorPayloads": null,
"BusinessRulesResults": null
}
}
{
"extractionResult": {
"DocumentId": "fa83da2a-1498-ee11-8925-000d3a67a01e",
"ResultsVersion": 0,
"ResultsDocument": {
"Bounds": {
"StartPage": 0,
"PageCount": 1,
"TextStartIndex": 0,
"TextLength": 864
},
"Language": "eng",
"DocumentGroup": "",
"DocumentCategory": "",
"DocumentTypeId": "Unknown",
"DocumentTypeName": "Unknown",
"DocumentTypeDataVersion": 0,
"DataVersion": 0,
"DocumentTypeSource": "Automatic",
"DocumentTypeField": {
"Components": [],
"Value": "Unknown",
"UnformattedValue": "",
"Reference": {
"TextStartIndex": 0,
"TextLength": 0,
"Tokens": []
},
"DerivedFields": [],
"Confidence": 1.0,
"OperatorConfirmed": false,
"OcrConfidence": -1.0,
"TextType": "Unknown"
},
"Fields": [
{
"FieldId": "Invoice Number",
"FieldName": "Invoice Number",
"FieldType": "Text",
"IsMissing": false,
"DataSource": "Automatic",
"Values": [
{
"Components": [],
"Value": "INV-3337",
"UnformattedValue": "",
"Reference": {
"TextStartIndex": 69,
"TextLength": 8,
"Tokens": [
{
"TextStartIndex": 69,
"TextLength": 8,
"Page": 0,
"PageWidth": 595.0,
"PageHeight": 841.0,
"Boxes": [
[
115.73,
451.94,
37.17,
14.11
]
]
}
]
},
"DerivedFields": [],
"Confidence": 0.0,
"OperatorConfirmed": false,
"OcrConfidence": 1.0,
"TextType": "Unknown"
}
],
"DataVersion": 0,
"OperatorConfirmed": false
},
{
"FieldId": "Date",
"FieldName": "Date",
"FieldType": "Text",
"IsMissing": false,
"DataSource": "Automatic",
"Values": [
{
"Components": [],
"Value": "January 25, 2016",
"UnformattedValue": "",
"Reference": {
"TextStartIndex": 191,
"TextLength": 16,
"Tokens": [
{
"TextStartIndex": 191,
"TextLength": 16,
"Page": 0,
"PageWidth": 595.0,
"PageHeight": 841.0,
"Boxes": [
[
147.35,
451.94,
31.3,
14.11
],
[
147.35,
485.68,
12.23,
14.11
],
[
147.35,
500.36,
19.57,
14.11
]
]
}
]
},
"DerivedFields": [],
"Confidence": 0.0,
"OperatorConfirmed": false,
"OcrConfidence": 1.0,
"TextType": "Unknown"
}
],
"DataVersion": 0,
"OperatorConfirmed": false
},
{
"FieldId": "Total",
"FieldName": "Total",
"FieldType": "Text",
"IsMissing": false,
"DataSource": "Automatic",
"Values": [
{
"Components": [],
"Value": "$93.50",
"UnformattedValue": "",
"Reference": {
"TextStartIndex": 374,
"TextLength": 6,
"Tokens": [
{
"TextStartIndex": 374,
"TextLength": 6,
"Page": 0,
"PageWidth": 595.0,
"PageHeight": 841.0,
"Boxes": [
[
178.76,
451.94,
26.91,
14.43
]
]
}
]
},
"DerivedFields": [],
"Confidence": 0.0,
"OperatorConfirmed": false,
"OcrConfidence": 1.0,
"TextType": "Unknown"
}
],
"DataVersion": 0,
"OperatorConfirmed": false
}
],
"Tables": []
},
"ExtractorPayloads": null,
"BusinessRulesResults": null
}
}