WebAPI Language Detection

The examples below explain how to use activities such as HTTP Request or Deserialize Json for calling a public API, extracting information, and displaying the results. You can find these activities in the UiPath.WebAPI.Activities package.

There are three workflows for detecting languages in texts using Language Detection API. The first workflow creates a dictionary of languages, the second detects the language in a single text, and the third detects languages in multiple texts.

Creating the Languages Dictionary

The workflow creates a languages dictionary from a CSV file that contains language codes and names. This workflow is invoked in the two other workflows.

This is how the automation process can be built:

1. Open Studio and create a new Process.
2. Download the archive with the project in this example and copy the file languages.csv to your project folder.

3. Drag a Sequence container in the Workflow Designer.

   • Create the following variable:

     Variable Name	Variable Type	Default Value
     LanguagesDT	DataTable

4. Add a Read CSV activity inside the Sequence container.

   • Add the expression "languages.csv" in the FilePath field.
   • In the Properties panel, add the variable LanguagesDT in the DataTable field.

5. Add an Assign activity below the Read CSV activity.

   • Add the expression out_LanguagesDictionary in the To field.
   • Add the expression LanguagesDT.AsEnumerable.ToDictionary(of string, string)(function(row) row("Code").ToString, function(row) row("Language").ToString) in the Value field.
     
     

     

     
     
6. Run the process to create the dictionary.

Detecting the Language in a Single Text

This is how the automation process can be built:

1. Open Studio and create a new Process.

2. Drag a Sequence container in the Workflow Designer.

   • Create the following variables:

     Variable Name	Variable Type	Default Value
     APIKey	String
     Text	String
     Result	String
     StatusCode	Int32
     LanguagesDictionary	Dictionary<String, String>
     LanguageCode	String
     Reliable	Boolean
     Confidence	Double
     LanguageName	String

3. Add an Assign activity inside the Sequence container.

   • Add the variable APIKey in the To field.
   • Add the expression "demo" in the Value field.

4. Add an Assign activity below the Assign activity.

   • Add the variable Text in the To field.
   • Add the expression "Hello! This is a sample test!" in the Value field.

5. Add an HTTP Request activity below the Assign activity.

   • Configure the wizard by adding the End point address, the Request Method, the form of the Accept response, and the Authentication method.
     
     

     

     
     
   • In the Properties panel, add the value application/json in the BodyFormat field. NOTE: the workflow shows application/xml.
   • Add the variable Result in the Result field.
   • Add the variable StatusCode in the StatusCode field.

6. Add an If activity below the HTTP Request activity.

   • Add the expression StatusCode = 200 in the Condition field.

7. Add a Sequence activity inside the Then field of the If activity.

   • Create the following variables:

     Variable Name	Variable Type	Default Value
     ResultJSON	JObject

8. Add an Invoke Workflow File activity inside the Sequence container.

   • Add the expression "GetLanguagesDictionary.xaml" in the Workflow Path field.

   • Select the Edit Arguments button and add the following argument:

     Argument Name	Argument's Direction	Argument Type	Default Value
     out_LanguagesDictionary	Out	Dictionary<String, String>	LanguagesDictionary

     
     

     

     
     

9. Add a Deserialize JSON activity below the Invoke Workflow File activity.

   • Add the variable Result in the Json String field.

10. Add an Assign activity below the Deserialize JSON activity.

    • Add the variable LanguageCode in the To field.
    • Add the expression ResultJSON("data")("detections")(0)("language").ToString in the Value field.

11. Add an Assign activity below the previous Assign activity.

    • Add the variable LanguageName in the To field.
    • Add the expression LanguagesDictionary(LanguageCode) in the Value field.

12. Add another Assign activity below the previous Assign activity.

    • Add the variable Reliable in the To field.
    • Add the expression CBool(ResultJSON("data")("detections")(0)("isReliable").ToString) in the Value field.

13. Add an Assign activity below the previous Assign activity.

    • Add the variable Confidence in the To field.
    • Add the expression CDbl(ResultJSON("data")("detections")(0)("confidence").ToString) in the Value field.

14. Add a Log Message below the Assign activity.

    • Add the expression "Detection for the text:" + vbCrLf + " Language is " + LanguageName+ vbCrLf +" Reliable detection: " + Reliable.ToString + vbCrLf + " Confidence level: " + Confidence.ToString in the Message field.

15. Add a Log Message activity inside the Else field of the If activity.

    • Select the Warn option from the Level drop-down list.
    • Add the expression "HTTP Request was not successful. Code: " + StatusCode.ToString in the Message field.

16. Add a Log Message activity below the previous Log Message activity.

    • Select the Warn option from the Level drop-down list.
    • Add the expression "HTTP Request was not successful. Result: " + Result in the Message field.
      
      

      

      
      
17. Run the process to detect and log the language used in the text.

Detecting the Languages in a Batch of Texts

This is how the automation process can be built:

1. Open Studio and create a new Process.

2. Drag a Sequence container in the Workflow Designer.

   • Create the following variables:

     Variable Name	Variable Type	Default Value
     APIKey	String
     Texts	String[]
     Result	String
     StatusCode	Int32
     HTTPRequestBodyJSON	String

3. Add an Assignactivity inside the Sequence container.

   • Add the variable APIKey in the To field.
   • Add the value "demo" in the Value field.

4. Add another Assign activity below the previous one.

   • Add the variable Texts in the To field.
   • Add the value {"Hello world!", "Buenos dias, señor!", "Guten Tag!", "Buna ziua, tuturor!"} in the Value field.

5. Add a new Assign activity below the previous Assign activity.

   • Add the variable HTTPRequestBodyJSON in the To field.
   • Add the value Newtonsoft.Json.JsonConvert.SerializeObject(new with{ .q = Texts }) in the Value field.

6. Add an HTTP Request activity below the Assign activity.

   • Configure the wizard by adding the End point address, the Request Method, form of the Accept response, and the Authentication method.
     
     

     

     
     
   • In the Properties panel, add the variable HTTPRequestBodyJSON in the Body field.
   • Add the value application/json in the BodyFormat field.
   • Add the variable Result in the Result field.
   • Add the variable StatusCode in the StatusCode field.

7. Add an If activity below the HTTP Request activity.

   • Add the expression StatusCode = 200 in the Condition field.

8. Add a Sequence activity inside the Then field of the If activity.

   • Create the following variables:

     Variable Name	Variable Type	Default Value
     ResultJSON	JObject
     LanguagesDictionary	System.Collections.Generic.Dictionary<System.String, System.String>
     LanguageCode	String
     LanguageName	String
     Reliable	Boolean
     Confidence	Double
     index	Int32	0

9. Add an Invoke Workflow File activity inside the Sequence container.

   • Add the expression "GetLanguagesDictionary.xaml" in the Workflow Path field.

   • Select the Edit Arguments button and add the following argument:

     Argument Name	Argument's Direction	Argument Type	Default Value
     out_LanguagesDictionary	Out	Dictionary<String, String>	LanguagesDictionary

     
     

     

     
     

10. Add a Deserialize JSON activity below the Invoke Workflow File activity.

    • Add the variable Result in the Json String field.

11. Add a For Each activity below the Deserialize JSON activity.

    • Add the expression ResultJSON("data")("detections") in the Values field.

12. Add an Assign activity inside the Body of the For Each activity.

    • Add the variable LanguageCode in the To field.
    • Add the expression item(0)("language").ToString in the Value field.

13. Add an Assign activity below the previous Assign activity.

    • Add the variable LanguageName in the To field.
    • Add the expression LanguagesDictionary(LanguageCode) in the Value field.

14. Add another Assign activity below the previous Assign activity.

    • Add the variable Reliable in the To field.
    • Add the expression CBool(item(0)("isReliable").ToString) in the Value field.

15. Add an Assign activity below the previous Assign activity.

    • Add the variable Confidence in the To field.
    • Add the expression CDbl(item(0)("confidence").ToString) in the Value field.

16. Add a Log Message below the Assign activity.

    • Add the expression "Detection for the text #"+index.ToString +":" + vbCrLf + " Language is " + LanguageName+ vbCrLf +" Reliable detection: " + Reliable.ToString + vbCrLf + " Confidence level: " + Confidence.ToString in the Message field.

17. Add a Log Message activity inside the Else field of the If activity.

    • Select the Warn option from the Level drop-down list.
    • Add the expression "HTTP Request was not successful. Code: " + StatusCode.ToString in the Message field.

18. Add a Log Message activity below the previous Log Message activity.

    • Select the Warn option from the Level drop-down list.
    • Add the expression "HTTP Request was not successful. Result: " + Result in the Message field.
      
      

      

      
      
19. Run the process to detect and log the languages used in the text

Here you can download an example.