Bigml

BigML is a comprehensive machine learning platform that simplifies the creation and deployment of predictive models through an intuitive web interface and a REST API.

45 actions Integration catalog
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01 · WHAT THE AGENT CAN DO

Actions

Every capability is a discrete, logged action the agent calls by name — scoped to what you authorize and recorded in the run trace.

Create External ConnectorBIGML_CREATE_EXTERNAL_CONNECTOR
Tool to create a new external connector for data sources. Use after configuring external databases or search indices.
Create ProjectBIGML_CREATE_PROJECT
Tool to create a new project. Use when you need to group related BigML resources into a project.
Delete ProjectBIGML_DELETE_PROJECT
Tool to delete an existing project. Use when you need to permanently remove a project resource after confirming it is not in use by other resources.
Get ConfigurationBIGML_GET_CONFIGURATION
Retrieves complete details of a BigML configuration by its ID to get stored parameters. Configuration resources in BigML store parameters that can be reused across different resources. Use this action to inspect stored configuration parameters, verify configuration settings, check processing status, or retrieve metadata after creating a configuration.
Get External ConnectorBIGML_GET_EXTERNAL_CONNECTOR
Retrieves complete details of a BigML external connector by its ID. External connectors enable BigML to import data from external databases (PostgreSQL, MySQL, SQL Server) or search engines (Elasticsearch). Use this action to inspect connection parameters, verify connector configuration, check processing status, or retrieve metadata after creating an external connector.
Get ProjectBIGML_GET_PROJECT
Tool to retrieve details of a project by ID. Use when you need to inspect project metadata before analysis.
Get SourceBIGML_GET_SOURCE
Retrieves complete details of a BigML source by its ID. Use this to get information about the raw data and its parsing configuration.
List Anomaly DetectorsBIGML_LIST_ANOMALIES
Tool to list anomaly detector resources in your account. Use when you need to browse or paginate existing anomaly detectors with support for filtering, ordering, and pagination.
List Anomaly ScoresBIGML_LIST_ANOMALY_SCORES
Tool to list anomaly score resources. Use when you need to browse or paginate existing anomaly scores for the authenticated user.
List AssociationsBIGML_LIST_ASSOCIATIONS
Tool to list association resources. Use when you need to browse or paginate existing associations for the authenticated user.
List Association SetsBIGML_LIST_ASSOCIATION_SETS
Tool to list association set resources in your account. Use when you need to browse or paginate existing association sets with support for filtering, ordering, and pagination.
List Batch Anomaly ScoresBIGML_LIST_BATCH_ANOMALY_SCORES
Tool to list batch anomaly score resources. Use when you need to browse or paginate existing batch anomaly scores for the authenticated user.
List Batch CentroidsBIGML_LIST_BATCH_CENTROIDS
Tool to list all batch centroid resources in your account with support for filtering, ordering, and pagination. Use when you need to browse or retrieve existing batch centroids for the authenticated user.
List Batch PredictionsBIGML_LIST_BATCH_PREDICTIONS
Tool to list batch prediction resources. Use when you need to browse or paginate existing batch predictions for the authenticated user.
List Batch ProjectionsBIGML_LIST_BATCH_PROJECTIONS
Tool to list batch projection resources with support for filtering, ordering, and pagination. Use when you need to browse or retrieve batch projections for the authenticated account.
List Batch Topic DistributionsBIGML_LIST_BATCH_TOPIC_DISTRIBUTIONS
Tool to list batch topic distribution resources. Use when you need to browse or paginate existing batch topic distributions for the authenticated user.
List CentroidsBIGML_LIST_CENTROIDS
Tool to list centroid resources. Use when you need to browse or paginate existing centroids for the authenticated user.
List ClustersBIGML_LIST_CLUSTERS
Tool to list cluster resources with support for filtering, ordering, and pagination. Use when you need to browse or paginate existing clusters for the authenticated user.
List CompositesBIGML_LIST_COMPOSITES
Tool to list composite source resources. Use when you need to browse or paginate existing composites for the authenticated user.
List ConfigurationsBIGML_LIST_CONFIGURATIONS
Tool to list all configuration resources in your account. Use when you need to browse or paginate existing configurations with support for filtering, ordering, and pagination.
List CorrelationsBIGML_LIST_CORRELATIONS
Tool to list correlation resources. Use when you need to browse or paginate existing correlations for the authenticated user.
List DatasetsBIGML_LIST_DATASETS
Tool to list dataset resources. Use when you need to browse or paginate existing datasets for the authenticated user.
List DeepnetsBIGML_LIST_DEEPNETS
Tool to list deep neural network resources. Use when you need to browse or paginate existing deepnets for the authenticated user.
List EnsemblesBIGML_LIST_ENSEMBLES
Tool to list ensemble resources with filtering, ordering, and pagination support. Use when you need to browse or paginate existing ensembles for the authenticated user.
List EvaluationsBIGML_LIST_EVALUATIONS
Tool to list evaluation resources. Use when you need to browse or paginate existing evaluations for the authenticated user.
List ExecutionsBIGML_LIST_EXECUTIONS
Tool to list execution resources. Use when you need to browse or paginate existing executions for the authenticated user.
List ForecastsBIGML_LIST_FORECASTS
Tool to list forecast resources. Use when you need to browse or paginate existing forecasts for the authenticated user.
List FusionsBIGML_LIST_FUSIONS
Tool to list fusion resources. Use when you need to browse or paginate existing fusions for the authenticated user.
List LibrariesBIGML_LIST_LIBRARIES
Tool to list WhizzML library resources. Use when you need to browse or paginate existing libraries for the authenticated user.
List Linear RegressionsBIGML_LIST_LINEAR_REGRESSIONS
Tool to list linear regression resources. Use when you need to browse or paginate existing linear regressions for the authenticated user.
List Logistic RegressionsBIGML_LIST_LOGISTIC_REGRESSIONS
Tool to list logistic regression resources. Use when you need to browse or paginate existing logistic regressions for the authenticated user.
List ModelsBIGML_LIST_MODELS
Tool to list model resources. Use when you need to browse or paginate existing models for the authenticated user.
List OptiMLsBIGML_LIST_OPTIMLS
Tool to list OptiML resources in your account. Use when you need to browse or paginate existing OptiML models with support for filtering, ordering, and pagination.
List PCAsBIGML_LIST_PCAS
Tool to list PCA resources. Use when you need to browse or paginate existing PCAs for the authenticated user.
List PredictionsBIGML_LIST_PREDICTIONS
Tool to list prediction resources. Use when you need to browse or paginate existing predictions for the authenticated user.
List ProjectionsBIGML_LIST_PROJECTIONS
Tool to list projection resources with support for filtering, ordering, and pagination. Use when you need to browse or retrieve projections for the authenticated account.
List ProjectsBIGML_LIST_PROJECTS
Tool to list all project resources in your account with support for filtering, ordering, and pagination. Use when you need to browse or paginate existing projects.
List SamplesBIGML_LIST_SAMPLES
Tool to list sample resources. Use when you need to browse or paginate existing samples for the authenticated user.
List ScriptsBIGML_LIST_SCRIPTS
Tool to list WhizzML script resources. Use when you need to browse or paginate existing scripts for the authenticated user.
List SourcesBIGML_LIST_SOURCES
Tool to list source resources in your account. Use when you need to browse or paginate existing data sources with support for filtering, ordering, and pagination.
List Statistical TestsBIGML_LIST_STATISTICAL_TESTS
Tool to list statistical test resources. Use when you need to browse or paginate existing statistical tests for the authenticated user.
List Time SeriesBIGML_LIST_TIMESERIES
Tool to list time series resources. Use when you need to browse or paginate existing time series for the authenticated user.
List Topic DistributionsBIGML_LIST_TOPIC_DISTRIBUTIONS
Tool to list topic distribution resources. Use when you need to browse or paginate existing topic distributions for the authenticated user.
List Topic ModelsBIGML_LIST_TOPIC_MODELS
Tool to list topic model resources. Use when you need to browse or paginate existing topic models for the authenticated user.
Update SourceBIGML_UPDATE_SOURCE
Tool to update a source's name, description, tags, or parsing configuration. Use when you need to modify source metadata or field properties.