Semantic String Comparison

4min
This model compares two strings for similarity in context, intent and meaning and provides the result as percentage score of the similarity. This model can be used to search and find matches of content based on the similarity as defined above instead of strict keyword based matching.
For example, finding the mention of price for a product can be based on the comparison string value of "cost of the product", whereas the cost of the product can be specified as "max retail price". By using this model, all such references to the value of the product can be identified regardless of the presence of a matching keyword.
Model Input Parameters
Parameter Name
Parameter Type
Required
input
Text
Yes
comparison string
Text
Yes
Rest API Input Example
JS
var settings = {
  "url": "https://mlapi.qualetics.com/api/datamachine/init?id=<DATAMACHINE_ID>",
  "method": "POST",
  "headers": {
    ...
    //Add Authorization Headers here
    ...
    "Content-Type": "application/json"
  },
  "data": JSON.stringify({
    "input": "In summer 2024, the Tcherassi brothers and Namba will open the multiconcept Ura, a 1,700-square-foot space that includes Sushi Namba and the Listening Room, a jazz lounge that will also host Cocktailante Oboro. Ura will be located in a gated building in Allapattah, an up-and-coming artistic neighborhood northwest of downtown Miami.",
    "comparison string":"live music"
  }),
};

$.ajax(settings).done(function (response) {
  console.log(response);
});
var settings = {
  "url": "https://mlapi.qualetics.com/api/datamachine/init?id=<DATAMACHINE_ID>",
  "method": "POST",
  "headers": {
    ...
    //Add Authorization Headers here
    ...
    "Content-Type": "application/json"
  },
  "data": JSON.stringify({
    "input": "In summer 2024, the Tcherassi brothers and Namba will open the multiconcept Ura, a 1,700-square-foot space that includes Sushi Namba and the Listening Room, a jazz lounge that will also host Cocktailante Oboro. Ura will be located in a gated building in Allapattah, an up-and-coming artistic neighborhood northwest of downtown Miami.",
    "comparison string":"live music"
  }),
};

$.ajax(settings).done(function (response) {
  console.log(response);
});
﻿
Model Output Result
Parameter Name
Parameter Type
Example
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Rest API Output Example
Standard Output Parameters
Every model execution output consists of the following standard output parameters
input 
The input string required for the model to extract the categories
original input
This is the input provided to the first step in model which is retained across multiple steps in a Data Machine workflow. 
final result
The result of the model executed in the final step of the Data Machine workflow
sessionid
A unique session id that is generated for every execution of a Data Machine which can be used to retain results across multiple sessions
status
The result of the Data Machine execution. If all of the steps in a sequence are successfully executed, a value of "Completed" is provided.  If the execution is interrupted at any point, a value of "Terminated" is provided with the reason for Termination.
﻿
Parameter Name	Parameter Type	Required
input	Text	Yes
comparison string	Text	Yes
Updated 17 Dec 2023
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