Create Task

POSThttps://api.confident-ai.com/v2/datasets/{datasetId}/dataset-ingestion-tasks

Creates a standing rule that harvests matching production traces, spans or threads into the dataset as goldens, starting immediately unless enabled is false, and returns its id. dataModel must match the dataset: THREAD for multi-turn, TRACE or SPAN for single-turn. Requires the Starter plan or above.

POST/v2/datasets/{datasetId}/dataset-ingestion-tasks

curl -X POST "https://api.confident-ai.com/v2/datasets/{datasetId}/dataset-ingestion-tasks" \
  -H "CONFIDENT_API_KEY: <PROJECT-API-KEY>" \
  -H "Content-Type: application/json" \
  -d '{
  "name": "Harvest failed lookups",
  "dataModel": "TRACE",
  "description": "Traces where the assistant failed to name a capital.",
  "enabled": true,
  "sampleRate": 0.1,
  "filters": {
    "operator": "AND",
    "groups": [
      {
        "operator": "AND",
        "filters": [
          {
            "category": "Name",
            "condition": "Is",
            "value": "capital-lookup"
          }
        ]
      }
    ]
  },
  "maxGoldens": 500,
  "inputTransformerId": "<TRANSFORMER-ID>",
  "outputTransformerId": null,
  "includeInput": true,
  "includeActualOutput": true,
  "includeExpectedOutput": false,
  "includeRetrievalContext": false,
  "includeContext": false,
  "includeToolsCalled": false,
  "includeExpectedTools": false
}'

200

{
  "success": true,
  "data": {
    "id": "<DATASET-INGESTION-TASK-ID>"
  },
  "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

datasetIdstringRequired
The unique id of the dataset.

Request body

namestringRequired
A name for the task, unique within the dataset.
dataModelenumRequired
What kind of production item an ingestion task harvests. THREAD tasks fill multi-turn datasets; TRACE and SPAN tasks fill single-turn ones.
Show 3 enum valuesHide 3 enum values
- TRACE
- SPAN
- THREAD
descriptionstring | null
A note about what the task harvests. Send null to clear it.
enabledboolean
Whether the task runs. Disabling it unschedules the harvesting job, and goldens already created are kept. Defaults to false.
sampleRatenumber
The fraction of matching items to ingest, between 0 and 1. Defaults to 1, all of them.
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
- 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
    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 stringsRequired
    Show 3 variantsHide 3 variants
    string
    OR
    number
    OR
    list of strings
    keystring
maxGoldensinteger | null
The maximum number of goldens this task will ever create. Send null to remove the cap.
inputTransformerIdstring | null
The id of a transformer that reshapes the harvested input before it is stored. Send null to detach it.
outputTransformerIdstring | null
The id of a transformer that reshapes the harvested output before it is stored. Send null to detach it.
includeInputboolean
Populate the golden's input from the harvested item. Defaults to true; every other include flag defaults to false.
includeActualOutputboolean
Populate the golden's actualOutput from the harvested item.
includeExpectedOutputboolean
Populate the golden's expectedOutput from the harvested item.
includeRetrievalContextboolean
Populate the golden's retrievalContext from the harvested item.
includeContextboolean
Populate the golden's context from the harvested item.
includeToolsCalledboolean
Populate the golden's toolsCalled from the harvested item.
includeExpectedToolsboolean
Populate the golden's expectedTools from the harvested item.

Response

Create Task succeeded.

successboolean
Indicates if the request was successful.
dataobject
Show 1 propertyHide 1 property
- idstring
  The unique id of the ingestion task.
linkstring
This is the URL of the resource on the Confident AI platform.
deprecatedboolean
Indicates if this endpoint is deprecated.

Built byConfident AI