Intent Recognition

The Intent Analysis model will help you capture semantics behind user's messages and assign it to the right label. It is designed to understand human conversation in the form or free text or spoken

Marsview offers intent recognition for text, speech in async and real-time.
Text intent recognition Learn more​
Intent recognition in real-time speech analytics Learn more​
Intent recognition in async speech analytics Learn more​
Creation of Intents
API Request
post
https://api.marsview.ai/cb/v1/profile/intents/create_intent
Creates a new intent and responds with the new intentId in the database
Example Curl Request
Shown below is a code snippet to create a new intent
1
curl --location --request POST 'https://api.marsview.ai/cb/v1/profile/intents/create_intent/<userId>' \
2
--header 'Content-Type: application/json' \
3
--header 'Authorization: Bearer <JWT access token>' \
4
--data-raw '{
5
    "userId"                : "[email protected]",
6
    "intentName"            : "Demo Intent", 
7
    "intentSamples"         : ["This is an intent sample", "These samples are used of intent recognition"],
8
    "intentSamplePhrases"   : ["intent phrase", "phrase sample"]
9
}'
Copied!
Example Response
The intent is created if the server responds with a 200 status code and the status is set to True in the JSON response
1
{
2
    "status": true,
3
    "data": {
4
        "intentId": "intent-bxllq7f8vkxgv7vmk-1640136993500"
5
    }
6
}
Copied!
Get User Intents
API Request
get
https://api.marsview.ai/cb/v1/profile/intents/get_user_intents
Responds with all the intent data and from the database
Example Curl Request
Shown below is a code snippet to fetch all the intents of a user
1
curl --location --request GET 'https://api.marsview.ai/cb/v1/profile/intents/get_user_intents/<userId>' \
2
--header 'Content-Type: application/json' \
3
--header 'Authorization: Bearer <JWT access token>' 
Copied!
Example Response
The intents are fetched and returned if the server responds with a 200 status code and the status is set to True in the JSON response
1
{
2
    "status": true,
3
    "data": {
4
        [
5
            {
6
                "_id": "61c28121c3201048f422b612",
7
                "type": "custom",
8
                "user_id": "[email protected]",
9
                "intent_id": "intent-bxllq7f8vkxgv7vmk-1640136993500",
10
                "intent_name": "sample name",
11
                "implements": [],
12
                "intent_samples": [],
13
                "intent_sample_phrases": [
14
                    "intent sample",
15
                    "sample intent"
16
                ],
17
                "deleted": false
18
            }
19
        ]
20
    }
21
}
Copied!
Deletion of Intents
API Request
delete
https://api.marsview.ai/cb/v1/profile/intents/delete_intent
Deletes an existing intent and responds with the deleted intentId from the database
Example Curl Request
Shown below is a code snippet to delete an existing intent
1
curl --location --request DELETE 'https://api.marsview.ai/cb/v1/profile/intents/create_intent/<userId>/<intentId>' \
2
--header 'Content-Type: application/json' \
3
--header 'Authorization: Bearer <JWT access token>' 
Copied!
Example Response
The intent is deleted if the server responds with a 200 status code and the status is set to True in the JSON response
1
{
2
    "status": true,
3
    "data": {
4
        "msg": "Intent Deleted successfully",
5
        "intentId": "intent-bxllq7f8vkxgv8jhu-1640137024434"
6
    }
7
}
Copied!