Bigml for AI agents
Agents read Bigml at once. Changes and sends are held for a person's approval by default.
About 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.
What an agent can do in Bigml
Every Bigml action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.
Runs at once (reads)
Looks things up in Bigml without asking first. 41 actions.
- Get ConfigurationRetrieves 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
- Get External ConnectorRetrieves 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 (Elasticse
- Get ProjectTool to retrieve details of a project by ID. Use when you need to inspect project metadata before analysis.
- Get SourceRetrieves complete details of a BigML source by its ID. Use this to get information about the raw data and its parsing configuration.
- List Anomaly DetectorsTool 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 ScoresTool to list anomaly score resources. Use when you need to browse or paginate existing anomaly scores for the authenticated user.
- List AssociationsTool to list association resources. Use when you need to browse or paginate existing associations for the authenticated user.
- List Association SetsTool 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 ScoresTool to list batch anomaly score resources. Use when you need to browse or paginate existing batch anomaly scores for the authenticated user.
- List Batch CentroidsTool 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 u
- List Batch PredictionsTool to list batch prediction resources. Use when you need to browse or paginate existing batch predictions for the authenticated user.
- List Batch ProjectionsTool 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.
Show all 41
- List Batch Topic DistributionsTool to list batch topic distribution resources. Use when you need to browse or paginate existing batch topic distributions for the authenticated user.
- List CentroidsTool to list centroid resources. Use when you need to browse or paginate existing centroids for the authenticated user.
- List ClustersTool 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 CompositesTool to list composite source resources. Use when you need to browse or paginate existing composites for the authenticated user.
- List ConfigurationsTool 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 CorrelationsTool to list correlation resources. Use when you need to browse or paginate existing correlations for the authenticated user.
- List DatasetsTool to list dataset resources. Use when you need to browse or paginate existing datasets for the authenticated user.
- List DeepnetsTool to list deep neural network resources. Use when you need to browse or paginate existing deepnets for the authenticated user.
- List EnsemblesTool 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 EvaluationsTool to list evaluation resources. Use when you need to browse or paginate existing evaluations for the authenticated user.
- List ExecutionsTool to list execution resources. Use when you need to browse or paginate existing executions for the authenticated user.
- List ForecastsTool to list forecast resources. Use when you need to browse or paginate existing forecasts for the authenticated user.
- List FusionsTool to list fusion resources. Use when you need to browse or paginate existing fusions for the authenticated user.
- List LibrariesTool to list WhizzML library resources. Use when you need to browse or paginate existing libraries for the authenticated user.
- List Linear RegressionsTool to list linear regression resources. Use when you need to browse or paginate existing linear regressions for the authenticated user.
- List Logistic RegressionsTool to list logistic regression resources. Use when you need to browse or paginate existing logistic regressions for the authenticated user.
- List ModelsTool to list model resources. Use when you need to browse or paginate existing models for the authenticated user.
- List OptiMLsTool 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 PCAsTool to list PCA resources. Use when you need to browse or paginate existing PCAs for the authenticated user.
- List PredictionsTool to list prediction resources. Use when you need to browse or paginate existing predictions for the authenticated user.
- List ProjectionsTool 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 ProjectsTool 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 SamplesTool to list sample resources. Use when you need to browse or paginate existing samples for the authenticated user.
- List ScriptsTool to list WhizzML script resources. Use when you need to browse or paginate existing scripts for the authenticated user.
- List SourcesTool 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 TestsTool to list statistical test resources. Use when you need to browse or paginate existing statistical tests for the authenticated user.
- List Time SeriesTool to list time series resources. Use when you need to browse or paginate existing time series for the authenticated user.
- List Topic DistributionsTool to list topic distribution resources. Use when you need to browse or paginate existing topic distributions for the authenticated user.
- List Topic ModelsTool to list topic model resources. Use when you need to browse or paginate existing topic models for the authenticated user.
Held for approval by default (changes and sends)
Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 4 actions.
- Create External ConnectorTool to create a new external connector for data sources. Use after configuring external databases or search indices.
- Create ProjectTool to create a new project. Use when you need to group related BigML resources into a project.
- Delete ProjectTool 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.
- Update SourceTool to update a source's name, description, tags, or parsing configuration. Use when you need to modify source metadata or field properties.
Changes wait in Needs you
Changes and sends in Bigml are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
Bigml questions
Can an agent change data in Bigml on its own?
Not by default. Changes and sends in Bigml are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
What can an agent read in Bigml?
This connector lists 41 read actions. Reads run at once, without waiting for approval.
How does Bigml connect?
It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.