Intent Entity Prediction
Description
This step predicts Intent Classification and Entity Extraction based on the model built in ‘Build Model for Intent Classification and Entity Extraction’ step.
Configurations
| No. | Field Name | Description |
|---|---|---|
| 1 | Step name | Specify the name of the step. Step names should be unique within a workflow. |
| Input Fields: | ||
| 1 | Predict using AE Model Version | Select the Python version you will use for building the model. Note: The Python version you select must be same as the version you have saved in the python folder or added to the environment variable. For installation steps of selected python version, see Version 3.x [Python 3.x] installation |
| 2 | Model Directory Name | Specify path of the model file built with ‘Build model for Intent Classification and Entity Extraction’ Step |
| 3 | Button: Browse | Click to browse for a Model file. |
| 4 | Input Data to Parse | Specify an input data (string) to be parsed for Intent Classification and Entity. |
| Output Fields | ||
| 5 | Intent Field Name | Specify a fieldname to hold the Intent Field Name. The default value is intent. |
| 6 | Show intent confidence? | Enable checkbox to enable the Intent Confidence field below. |
| 7 | Intent Confidence Field Name | Specify a fieldname to hold Intent Confidence. The default value of the field name is intentConfidence. |
| 8 | Show Entities (in JSON format)? | Enable checkbox to enable the Entities field below. |
| 9 | Entities Field Name | Specify a fieldname to hold the Entities in JSON format. The default value of the field name is jsonEntities. |
| 10 | Show Intent Ranking (in JSON format)? | Enable checkbox to enable the Intent Ranking field below. |
| 11 | Intent Ranking Field Name | Specify a fieldname to hold the Intent Ranking in JSON format. All probable intents with confidence values (between 0 and 1), are generated in the JSON file. The default field name is jsonIntentRanking. |