Connect Bigml to your AI agent
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.
We set up the connection using your own Bigml account, with keys you control, and keep it running. Your agent picks it up and starts doing the work.
Actions
What your agent can do in Bigml
Each one is a real action the agent can take on its own, the same things a person clicking around Bigml could do. Read-only by default; write actions are confirmed against your policy.
- Create External Connector Tool to create a new external connector for data sources. Use after configuring external databases or search indices.
- Create Project Tool to create a new project. Use when you need to group related BigML resources into a project.
- 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 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…
- 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 act…
- Get Project Tool to retrieve details of a project by ID. Use when you need to inspect project metadata before analysis.
- 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 Detectors 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 Scores Tool to list anomaly score resources. Use when you need to browse or paginate existing anomaly scores for the authenticated user.
- List Associations Tool to list association resources. Use when you need to browse or paginate existing associations for the authenticated user.
- 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 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 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 Predictions Tool to list batch prediction resources. Use when you need to browse or paginate existing batch predictions for the authenticated user.
- 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 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 Centroids Tool to list centroid resources. Use when you need to browse or paginate existing centroids for the authenticated user.
- 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 Composites Tool to list composite source resources. Use when you need to browse or paginate existing composites for the authenticated user.
- 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 Correlations Tool to list correlation resources. Use when you need to browse or paginate existing correlations for the authenticated user.
- List Datasets Tool to list dataset resources. Use when you need to browse or paginate existing datasets for the authenticated user.
- List Deepnets Tool to list deep neural network resources. Use when you need to browse or paginate existing deepnets for the authenticated user.
- 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 Evaluations Tool to list evaluation resources. Use when you need to browse or paginate existing evaluations for the authenticated user.
- List Executions Tool to list execution resources. Use when you need to browse or paginate existing executions for the authenticated user.
- List Forecasts Tool to list forecast resources. Use when you need to browse or paginate existing forecasts for the authenticated user.
- List Fusions Tool to list fusion resources. Use when you need to browse or paginate existing fusions for the authenticated user.
- List Libraries Tool to list WhizzML library resources. Use when you need to browse or paginate existing libraries for the authenticated user.
- 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 Regressions Tool to list logistic regression resources. Use when you need to browse or paginate existing logistic regressions for the authenticated user.
- List Models Tool to list model resources. Use when you need to browse or paginate existing models for the authenticated user.
- 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 PCAs Tool to list PCA resources. Use when you need to browse or paginate existing PCAs for the authenticated user.
- List Predictions Tool to list prediction resources. Use when you need to browse or paginate existing predictions for the authenticated user.
- 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 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 Samples Tool to list sample resources. Use when you need to browse or paginate existing samples for the authenticated user.
- List Scripts Tool to list WhizzML script resources. Use when you need to browse or paginate existing scripts for the authenticated user.
- 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 Tests Tool to list statistical test resources. Use when you need to browse or paginate existing statistical tests for the authenticated user.
- List Time Series Tool to list time series resources. Use when you need to browse or paginate existing time series for the authenticated user.
- 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 Models Tool to list topic model resources. Use when you need to browse or paginate existing topic models for the authenticated user.
- 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.
Setup
How we connect it
- 1
Connect your account
You create a key in Bigml, a key you create and control, and paste it in once. It lives in a secrets store on your server, not with us.
- 2
Set the guardrails
Read-only by default. You choose which write actions the agent may take, and anything outside that policy gets confirmed with you first.
- 3
We keep it running
Health checks on every connection, updates handled for you, and we watch the first week of activity to make sure the work lands.
FAQ
Bigml questions, answered.
With a key you create and control. You paste it in once, it is stored in a secrets store on your server, permissions are scoped to the minimum the agent needs, and you can revoke it at any time.
The actions Bigml's API allows, the same things a person clicking around the app could do. Connections start read-only by default; write actions are confirmed against the policy you set before the agent takes them.
Connections are priced per tool on top of the base plan. Some are included, some are premium. See pricing for how connection charges work.
Standard tools are ready inside 7 business days of the setup call. We test the connection end to end, walk you through how the agent uses it, and watch the first week of activity.
Ready to put Bigml to work?
Tell us what your team runs on. We set up the connection, secure it, and your agent takes it from there.
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