Update Classifier

PUThttps://api.confident-ai.com/v2/classifiers/{classifierId}

Updates a classifier and returns it. Only the fields you send are changed: omitting a field leaves it untouched, and sending null clears it. dataModel cannot be changed after creation and a preset can only be applied when creating one; labels are managed through their own endpoints. Requires the Starter plan or above.

PUT/v2/classifiers/{classifierId}

curl -X PUT "https://api.confident-ai.com/v2/classifiers/{classifierId}" \
  -H "CONFIDENT_API_KEY: <PROJECT-API-KEY>" \
  -H "Content-Type: application/json" \
  -d '{
  "name": "Sentiment",
  "description": "Analyzes the emotional tone of user interactions.",
  "enabled": true,
  "autoClassify": true,
  "filters": {
    "operator": "AND",
    "groups": [
      {
        "operator": "AND",
        "filters": [
          {
            "category": "Trace Name",
            "condition": "Is",
            "value": "checkout"
          }
        ]
      }
    ]
  },
  "autoGenerationConfig": {
    "summaryPrompt": "Analyze the user'\''s input to determine the emotional tone they express.",
    "nClusters": 3,
    "sampleSize": 200
  }
}'

200

{
  "success": true,
  "data": {
    "id": "<CLASSIFIER-ID>",
    "name": "Sentiment",
    "description": "Analyzes the emotional tone of user interactions.",
    "enabled": true,
    "autoClassify": true,
    "dataModel": "TRACE",
    "filters": {
      "operator": "AND",
      "groups": [
        {
          "operator": "AND",
          "filters": [
            {
              "category": "User Id",
              "condition": "Is less than",
              "value": "string",
              "key": "string"
            }
          ]
        }
      ]
    },
    "autoGenerationConfig": {
      "summaryPrompt": "Analyze the user's input to determine the emotional tone they express.",
      "nClusters": 3,
      "sampleSize": 200
    },
    "labels": [
      {
        "id": "<CLASSIFIER-LABEL-ID>",
        "name": "Positive",
        "description": "User expresses satisfaction, gratitude, or positive sentiment.",
        "enabled": true,
        "status": "RECOMMENDED",
        "polarity": "HIGHER_IS_BETTER"
      }
    ]
  },
  "link": "https://app.confident-ai.com/project/<PROJECT-ID>/workflows",
  "deprecated": false
}

Headers

CONFIDENT_API_KEYstringRequired
The API key of your Confident AI project.

Path parameters

classifierIdstringRequired
The id of the classifier.

Request body

namestring
The name of the classifier, unique per data model within the project.
descriptionstring | null
What this classifier is for. Send null to clear it.
enabledboolean
Whether the classifier runs at all. Defaults to true.
autoClassifyboolean
Whether incoming items are classified automatically as they arrive. Defaults to true.
filtersobject | null
A set of filter groups combined by a top-level operator. Each group combines its filter rows by its own operator, and each row matches one property, such as Name or User Id, against a value with a condition such as Is or Contains.
Show 2 propertiesHide 2 properties
- operatorenumRequired
  Show 2 enum valuesHide 2 enum values
  - AND
  - OR
- groupslist of objectsRequired
  Show 2 propertiesHide 2 properties
  - operatorenumRequired
    Show 2 enum valuesHide 2 enum values
    AND
    OR
  - filterslist of objectsRequired
    Show 4 propertiesHide 4 properties
    categoryenumRequired
    Show 80 enum valuesHide 80 enum values
    User Id
    Thread Id
    Trace Uuid
    Trace Name
    Trace Version
    Trace Status
    Trace Tags
    Trace
    Span Uuid
    Name
    Span Name
    Span Type
    Span Status
    Metrics Status
    Error Status
    Name
    Model
    Provider
    Integration
    Embedder
    Chunk Size
    Top-K
    Hyperparameter
    Dataset
    Dataset Name
    Test Run ID
    Identifier
    Test File
    Status
    Official
    Evals Mode
    Tests Passed
    Tests Failed
    Pass Rate
    Fail Rate
    Star Rating
    Thumbs Rating
    Explanation
    Expected Output
    Expected Outcome
    Annotator
    End User
    Annotation Type
    Annotation Name
    Criteria
    Annotation Date
    Metric Score
    Metric Status
    Name
    Metadata
    Classifier
    Metric
    Metric Name
    Trace Count
    Test Case ID
    Requested review from
    Assigned to
    Tags
    Labels
    Tools Called
    Finalized
    Golden ID
    Ingestion Task
    Latency
    Environment
    Review flag
    Vulnerability
    Vulnerability Type
    Attack Method
    Risk Category
    Framework
    Assessment ID
    Prompt Alias
    Prompt Version
    Prompt Label
    Prompt Commit Hash
    Prompt
    Annotations
    Status Code
    Actor Type
    conditionenum | enum | enum | enum | enum | enum | enum | enum | enum | enumRequired
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    enum
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    Is less than
    Is equal or less than
    Is greater than
    Is equal or greater than
    Is equal to
    Does not equal
    OR
    enum
    Show 2 enum valuesHide 2 enum values
    Has
    Has not
    OR
    enum
    Show 2 enum valuesHide 2 enum values
    Is
    Is not
    OR
    enum
    Show 2 enum valuesHide 2 enum values
    Is one of
    Is not one of
    OR
    enum
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    Is
    Is not
    Is empty
    Is not empty
    OR
    enum
    Show 2 enum valuesHide 2 enum values
    Contains
    Does not contain
    OR
    enum
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    Contains
    Contains only
    Does not contain
    OR
    enum
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    Has decreased by more than
    Has decreased by less than
    Has increased by more than
    Has increased by less than
    OR
    enum
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    Has changed from
    OR
    enum
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    Is between
    valuestring | number | list of stringsRequired
    Show 3 variantsHide 3 variants
    string
    OR
    number
    OR
    list of strings
    keystring
autoGenerationConfigobject | null
How a generation run samples and clusters your traffic. Both summaryPrompt and nClusters must be set before the generate endpoint will run.
Show 3 propertiesHide 3 properties
- summaryPromptstringRequired
  What the model should look for when clustering sampled traffic into themes.
- nClustersintegerRequired
  Roughly how many themes to cluster the sample into.
- sampleSizeinteger
  How many traces or threads to sample. Defaults to 200.

Response

Update Classifier succeeded.

successboolean
Indicates if the request was successful.
dataobject
A classifier: what it runs on, how it discovers labels, and the labels it can apply.
Show 9 propertiesHide 9 properties
- idstring
  The id of the classifier, generated by Confident AI.
- namestring
  The name of the classifier.
- descriptionstring | null
  What this classifier is for, or null when it has no description.
- enabledboolean
  Whether the classifier runs at all.
- autoClassifyboolean
  Whether incoming items are classified automatically as they arrive.
- dataModelenum
  What kind of production item a classifier labels: TRACE labels individual traces, THREAD labels whole conversations. It is fixed when the classifier is created.
  Show 2 enum valuesHide 2 enum values
  - TRACE
  - THREAD
- filtersobject
  A set of filter groups combined by a top-level operator. Each group combines its filter rows by its own operator, and each row matches one property, such as Name or User Id, against a value with a condition such as Is or Contains.
  Show 2 propertiesHide 2 properties
  - operatorenum
    Show 2 enum valuesHide 2 enum values
    AND
    OR
  - groupslist of objects
    Show 2 propertiesHide 2 properties
    operatorenum
    Show 2 enum valuesHide 2 enum values
    AND
    OR
    filterslist of objects
    Show 4 propertiesHide 4 properties
    categoryenum
    Show 80 enum valuesHide 80 enum values
    User Id
    Thread Id
    Trace Uuid
    Trace Name
    Trace Version
    Trace Status
    Trace Tags
    Trace
    Span Uuid
    Name
    Span Name
    Span Type
    Span Status
    Metrics Status
    Error Status
    Name
    Model
    Provider
    Integration
    Embedder
    Chunk Size
    Top-K
    Hyperparameter
    Dataset
    Dataset Name
    Test Run ID
    Identifier
    Test File
    Status
    Official
    Evals Mode
    Tests Passed
    Tests Failed
    Pass Rate
    Fail Rate
    Star Rating
    Thumbs Rating
    Explanation
    Expected Output
    Expected Outcome
    Annotator
    End User
    Annotation Type
    Annotation Name
    Criteria
    Annotation Date
    Metric Score
    Metric Status
    Name
    Metadata
    Classifier
    Metric
    Metric Name
    Trace Count
    Test Case ID
    Requested review from
    Assigned to
    Tags
    Labels
    Tools Called
    Finalized
    Golden ID
    Ingestion Task
    Latency
    Environment
    Review flag
    Vulnerability
    Vulnerability Type
    Attack Method
    Risk Category
    Framework
    Assessment ID
    Prompt Alias
    Prompt Version
    Prompt Label
    Prompt Commit Hash
    Prompt
    Annotations
    Status Code
    Actor Type
    conditionenum | enum | enum | enum | enum | enum | enum | enum | enum | enum
    Show 10 variantsHide 10 variants
    enum
    Show 6 enum valuesHide 6 enum values
    Is less than
    Is equal or less than
    Is greater than
    Is equal or greater than
    Is equal to
    Does not equal
    OR
    enum
    Show 2 enum valuesHide 2 enum values
    Has
    Has not
    OR
    enum
    Show 2 enum valuesHide 2 enum values
    Is
    Is not
    OR
    enum
    Show 2 enum valuesHide 2 enum values
    Is one of
    Is not one of
    OR
    enum
    Show 4 enum valuesHide 4 enum values
    Is
    Is not
    Is empty
    Is not empty
    OR
    enum
    Show 2 enum valuesHide 2 enum values
    Contains
    Does not contain
    OR
    enum
    Show 3 enum valuesHide 3 enum values
    Contains
    Contains only
    Does not contain
    OR
    enum
    Show 4 enum valuesHide 4 enum values
    Has decreased by more than
    Has decreased by less than
    Has increased by more than
    Has increased by less than
    OR
    enum
    Show 1 enum valueHide 1 enum value
    Has changed from
    OR
    enum
    Show 1 enum valueHide 1 enum value
    Is between
    valuestring | number | list of strings
    Show 3 variantsHide 3 variants
    string
    OR
    number
    OR
    list of strings
    keystring
- autoGenerationConfigobject | null
  How a generation run samples and clusters your traffic. Both summaryPrompt and nClusters must be set before the generate endpoint will run.
  Show 3 propertiesHide 3 properties
  - summaryPromptstring
    What the model should look for when clustering sampled traffic into themes.
  - nClustersinteger
    Roughly how many themes to cluster the sample into.
  - sampleSizeinteger
    How many traces or threads to sample. Defaults to 200.
- labelslist of objects
  The labels this classifier can apply.
  Show 6 propertiesHide 6 properties
  - idstring
    The id of the label, generated by Confident AI.
  - namestring
    The name of the label, unique within the classifier.
  - descriptionstring
    When this label applies. This is the instruction the classifying model reads, so it states the condition rather than restating the name.
  - enabledboolean
    Whether the label can be applied.
  - statusenum
    ACTIVE labels are in use; RECOMMENDED ones are generated suggestions awaiting review.
    Show 2 enum valuesHide 2 enum values
    RECOMMENDED
    ACTIVE
  - polarityenum
    Whether more of a signal is good, bad, or neither, for trend reporting.
    Show 3 enum valuesHide 3 enum values
    HIGHER_IS_BETTER
    LOWER_IS_BETTER
    NEUTRAL
linkstring
This is the URL of the resource on the Confident AI platform.
deprecatedboolean
Indicates if this endpoint is deprecated.

Built byConfident AI