Examples - Batch

Reference

Service:: Azure AI Services

API Version:: 2.0

Adds a batch of labeled example utterances to a version of the application.

POST {Endpoint}/luis/api/v2.0/apps/{appId}/versions/{versionId}/examples

URI Parameters

Name	In	Required	Type	Description
appId	path	True	string uuid	The application ID.
Endpoint	path	True	string	Supported Cognitive Services endpoints (protocol and hostname, for example: https://westus.api.cognitive.microsoft.com).
versionId	path	True	string	The version ID.

Request Header

Name	Required	Type	Description
Ocp-Apim-Subscription-Key	True	string

Request Body

Name	Type	Description
exampleLabelObjectArray	ExampleLabelObject[]	Array of example utterances.

Responses

Name	Type	Description
201 Created	BatchLabelExample[]	A string array determining which labeled example utterances were added successfully.
Other Status Codes	BatchLabelExample[]	Indicates that the request was partially successful. The response contains a string array indicating the status of each of the added labeled example utterances.
Other Status Codes	ErrorResponse	Error Response.

Security

Ocp-Apim-Subscription-Key

Type: apiKey
In: header

Examples

Successful Batch Add Labels request

Sample request

HTTP

POST {Endpoint}/luis/api/v2.0/apps/2370fb9d-7dbc-4898-a361-a742cf290766/versions/0.1/examples


[
  {
    "text": "whats the weather in seattle?",
    "entityLabels": [
      {
        "entityName": "Place",
        "startCharIndex": 21,
        "endCharIndex": 29
      }
    ],
    "intentName": "WeatherInPlace"
  },
  {
    "text": "whats the weather in buenos aires?",
    "entityLabels": [
      {
        "entityName": "Place",
        "startCharIndex": 21,
        "endCharIndex": 34
      }
    ],
    "intentName": "WeatherInPlace"
  }
]

Sample response

Status code:: 201

[
  {
    "value": {
      "UtteranceText": "whats the weather in seattle?",
      "ExampleId": -728104
    },
    "hasError": false
  },
  {
    "value": {
      "UtteranceText": "whats the weather in buenos aires?",
      "ExampleId": -5313943
    },
    "hasError": false
  }
]

Status code:: 207

[
  {
    "hasError": true,
    "error": {
      "code": "FAILED",
      "message": "whats the weather in seattle?. Error: The intent classifier InvalidIntent does not exist in the selected application"
    }
  },
  {
    "value": {
      "UtteranceText": "whats the weather in buenos aires?",
      "ExampleId": -5313943
    },
    "hasError": false
  }
]

Definitions

Name	Description
BatchLabelExample	Response when adding a batch of labeled example utterances.
EntityLabelObject	Defines the entity type and position of the extracted entity within the example.
ErrorResponse	Error response when invoking an operation on the API.
ExampleLabelObject	A labeled example utterance.
LabelExampleResponse	Response when adding a labeled example utterance.
OperationStatus	Response of an Operation status.
OperationStatusType	Status Code.

BatchLabelExample

Response when adding a batch of labeled example utterances.

Name	Type	Description
error	OperationStatus	Response of an Operation status.
hasError	boolean
value	LabelExampleResponse	Response when adding a labeled example utterance.

EntityLabelObject

Defines the entity type and position of the extracted entity within the example.

Name	Type	Description
endCharIndex	integer	The index within the utterance where the extracted entity ends.
entityName	string	The entity type.
role	string	The role of the entity within the utterance.
startCharIndex	integer	The index within the utterance where the extracted entity starts.

ErrorResponse

Error response when invoking an operation on the API.

Name	Type	Description
errorType	string

ExampleLabelObject

A labeled example utterance.

Name	Type	Description
entityLabels	EntityLabelObject[]	The identified entities within the example utterance.
intentName	string	The identified intent representing the example utterance.
text	string	The example utterance.

LabelExampleResponse

Response when adding a labeled example utterance.

Name	Type	Description
ExampleId	integer	The newly created example ID.
UtteranceText	string	The example utterance.

OperationStatus

Response of an Operation status.

Name	Type	Description
code	OperationStatusType	Status Code.
message	string	Status details.

OperationStatusType

Status Code.

Name	Type	Description
FAILED	string
Failed	string
Success	string

Compartilhar via