Generate Text

4min
This model generates an output based on the information provided in the input along with the prompt containing detailed instructions on the nature of the response to be generated. The more detailed the prompt, the more contextual the responses are.
Model Input Parameters
Parameter Name
Parameter Type
Required
input
Text
Yes
prompt
Text
Yes
attributes
Text
No
Rest API 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": "It’s back! Taco Bell has announced the return of the Double Decker Taco, which is now on the menu at restaurants nationwide for a limited time.",
    "prompt": "Provide a response to the statement as a health professional conscious of healthy eating habits.",
    "sessionid": "b96ec024-317b-4e4d-889b-de1812a322c9"
  }),
};

$.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": "It’s back! Taco Bell has announced the return of the Double Decker Taco, which is now on the menu at restaurants nationwide for a limited time.",
    "prompt": "Provide a response to the statement as a health professional conscious of healthy eating habits.",
    "sessionid": "b96ec024-317b-4e4d-889b-de1812a322c9"
  }),
};

$.ajax(settings).done(function (response) {
  console.log(response);
});
﻿
Model Output Result
Parameter Name
Parameter Type
generated text
Text
Rest API Output Example
The following is an example of text generation where the "prompt" provided to the model was "Provide a response to the statement as a health professional conscious of healthy eating habits."
JSON
{
   "input":"It’s back! Taco Bell has announced the return of the Double Decker Taco, which is now on the menu at restaurants nationwide for a limited time",
   "original input":"It’s back! Taco Bell has announced the return of the Double Decker Taco, which is now on the menu at restaurants nationwide for a limited time.",
   "generated text":"As a health professional, I am always conscious of promoting healthy eating habits to my clients. While it may be exciting for some to hear about the return of the Double Decker Taco at Taco Bell, it is important to remember that indulging in fast food should be done in moderation. While it may be tempting to indulge in this limited time menu item, it is important to consider the nutritional value and potential health consequences of consuming it regularly. As always, I encourage my clients to make informed and balanced choices when it comes to their food choices, and to prioritize whole, nutrient-dense foods in their diet.",
   "final result":"As a health professional, I am always conscious of promoting healthy eating habits to my clients. While it may be exciting for some to hear about the return of the Double Decker Taco at Taco Bell, it is important to remember that indulging in fast food should be done in moderation. While it may be tempting to indulge in this limited time menu item, it is important to consider the nutritional value and potential health consequences of consuming it regularly. As always, I encourage my clients to make informed and balanced choices when it comes to their food choices, and to prioritize whole, nutrient-dense foods in their diet.",
   "sessionid":"b96ec024-317b-4e4d-889b-de1812a322c9",
   "status":"Completed"
}
{
   "input":"It’s back! Taco Bell has announced the return of the Double Decker Taco, which is now on the menu at restaurants nationwide for a limited time",
   "original input":"It’s back! Taco Bell has announced the return of the Double Decker Taco, which is now on the menu at restaurants nationwide for a limited time.",
   "generated text":"As a health professional, I am always conscious of promoting healthy eating habits to my clients. While it may be exciting for some to hear about the return of the Double Decker Taco at Taco Bell, it is important to remember that indulging in fast food should be done in moderation. While it may be tempting to indulge in this limited time menu item, it is important to consider the nutritional value and potential health consequences of consuming it regularly. As always, I encourage my clients to make informed and balanced choices when it comes to their food choices, and to prioritize whole, nutrient-dense foods in their diet.",
   "final result":"As a health professional, I am always conscious of promoting healthy eating habits to my clients. While it may be exciting for some to hear about the return of the Double Decker Taco at Taco Bell, it is important to remember that indulging in fast food should be done in moderation. While it may be tempting to indulge in this limited time menu item, it is important to consider the nutritional value and potential health consequences of consuming it regularly. As always, I encourage my clients to make informed and balanced choices when it comes to their food choices, and to prioritize whole, nutrient-dense foods in their diet.",
   "sessionid":"b96ec024-317b-4e4d-889b-de1812a322c9",
   "status":"Completed"
}
﻿
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
prompt	Text	Yes
attributes	Text	No
Parameter Name	Parameter Type
generated text	Text
Updated 17 Dec 2023
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