Prediction - Get Slot Prediction GET

Service:

Azure AI Services

API Version:

3.0

Gets the predictions for an application slot.

GET {Endpoint}/luis/prediction/v3.0/apps/{appId}/slots/{slotName}/predict?query={query}

With optional parameters:

GET {Endpoint}/luis/prediction/v3.0/apps/{appId}/slots/{slotName}/predict?query={query}&verbose={verbose}&show-all-intents={show-all-intents}&log={log}

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).
slotName	path	True	string	The application slot name.
query	query	True	string	The query to predict.
log	query		boolean	Indicates whether to log the endpoint query or not.
show-all-intents	query		boolean	Indicates whether to return all the intents in the response or just the top intent.
verbose	query		boolean	Indicates whether to get extra metadata for the entities predictions or not.

Request Header

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

Responses

Name	Type	Description
200 OK	PredictionResponse	The prediction for the supplied query.
Other Status Codes	Error	Unexpected error.

Security

Ocp-Apim-Subscription-Key

Type: apiKey
In: header

Examples

Successful Get Slot Predictions From Endpoint Via Get request

Sample request

HTTP

GET {Endpoint}/luis/prediction/v3.0/apps/{Application Id}/slots/{Slot Name}/predict?query=forward to frank 30 dollars through HSBC

Sample response

Status code:

200

{
  "query": "forward to frank 30 dollars through HSBC",
  "prediction": {
    "topIntent": "give",
    "intents": {
      "give": {
        "score": 0.943442
      }
    },
    "entities": {
      "frank": [
        "frank"
      ],
      "number": [
        30
      ],
      "money": [
        {
          "units": "Dollar",
          "value": 30
        }
      ],
      "Bank": [
        "HSBC"
      ]
    },
    "sentiment": {
      "label": "positive",
      "score": 0.9163064
    }
  }
}

Definitions

Name	Description
Error	Represents the error that occurred.
ErrorBody	Represents the definition of the error that occurred.
Intent	Represents an intent prediction.
Prediction	Represents the prediction of a query.
PredictionResponse	Represents the prediction response.
Sentiment	The result of the sentiment analysis.

Error

Represents the error that occurred.

Name	Type	Description
error	ErrorBody	Represents the definition of the error that occurred.

ErrorBody

Represents the definition of the error that occurred.

Name	Type	Description
code	string	The error code.
message	string	The error message.

Intent

Represents an intent prediction.

Name	Type	Description
childApp	Prediction	The prediction of the dispatched application.
score	number	The score of the fired intent.

Prediction

Represents the prediction of a query.

Name	Type	Description
alteredQuery	string	The query after spell checking. Only set if spell check was enabled and a spelling mistake was found.
entities		A dictionary representing the entities that fired.
intents	<string,  Intent>	A dictionary representing the intents that fired.
sentiment	Sentiment	The result of the sentiment analysis.
topIntent	string	The name of the top scoring intent.

PredictionResponse

Represents the prediction response.

Name	Type	Description
prediction	Prediction	The prediction of the requested query.
query	string	The query used in the prediction.

Sentiment

The result of the sentiment analysis.

Name	Type	Description
label	string	The label of the sentiment analysis result.
score	number	The sentiment score of the query.